# memory_jobs

id: 5411788f-8ed5-4d0c-a0bb-3efb8354743e
memory_id: c25213b3-6893-4405-9eb9-cd72417b4cd8
job_type: extract
status: completed
leased_at: 2026-02-25T16:29:08.340Z
completed_at: 2026-02-25T16:30:04.964Z
created_at: 2026-02-25T16:05:25.337Z
updated_at: 2026-02-25T16:30:04.964Z
result:
  {"facts":[{"content":"The RRF (Reciprocal Rank Fusion) constant k parameter should be tuned from 60 to 10-15 when working with approximately 50 candidate memories to improve ranking effectiveness","type":"decision","confidence":0.85},{"content":"k=60 causes excessive compression of rank variance when the candidate memory list is small, reducing the effectiveness of the ranking algorithm","type":"rationale","confidence":0.8},{"content":"The RRF constant k tuning recommendation is sound and likely to be incorporated into the Signet specification","type":"decision","confidence":0.8}],"entities":[{"source":"RRF constant k","relationship":"tuned from","target":"60","confidence":0.85},{"source":"RRF constant k","relationship":"tuned to","target":"10-15","confidence":0.85},{"source":"RRF constant k","relationship":"applies to","target":"~50 candidate memories","confidence":0.85},{"source":"k=60","relationship":"causes","target":"rank variance compression","confidence":0.8}],"proposals":[{"action":"none","targetMemoryId":"c25213b3-6893-4405-9eb9-cd72417b4cd8","confidence":0.95,"reason":"Candidate 5 already contains this exact recommendation: 'RRF constant k: Drop from 60 to 10–15 for ~50 candidate memories; k=60 compresses rank variance when candidate list is small'. The new fact is a duplicate of existing memory.","fact":{"content":"The RRF (Reciprocal Rank Fusion) constant k parameter should be tuned from 60 to 10-15 when working with approximately 50 candidate memories to improve ranking effectiveness","type":"decision","confidence":0.85},"targetContent":"**RRF constant k**: Drop from 60 to 10–15 for ~50 candidate memories; k=60 compresses rank variance when candidate list is small All five recommendations are sound and likely to be incorporated into the specification."},{"action":"none","confidence":0.9,"reason":"Existing memory [3] already documents the core fact: k=60 compresses rank variance when candidate list is small, and recommends dropping to 10–15 for ~50 candidates. New fact adds rationale (reduces effectiveness) but no new actionable information.","fact":{"content":"k=60 causes excessive compression of rank variance when the candidate memory list is small, reducing the effectiveness of the ranking algorithm","type":"rationale","confidence":0.8}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively covers the RRF constant k tuning recommendation and explicitly states it is sound and likely to be incorporated into the specification. New fact adds no new information beyond what is already captured.","fact":{"content":"The RRF constant k tuning recommendation is sound and likely to be incorporated into the Signet specification","type":"decision","confidence":0.8}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 140fd72e-d4bc-4435-af43-96d42b892334
memory_id: 94c3764f-d3c2-41f4-a204-3fe6129024f7
job_type: extract
status: completed
leased_at: 2026-02-25T16:30:06.984Z
completed_at: 2026-02-25T16:31:17.998Z
created_at: 2026-02-25T16:27:08.334Z
updated_at: 2026-02-25T16:31:17.998Z
result:
  {"facts":[{"content":"Nicholai proposed training a character-level GPT model on personal memory database at ~/.agents/memory/memories.db to explore model hallucination patterns","type":"decision","confidence":0.9},{"content":"The microgpt character-level model is implemented in Rust at references/microgpt/src/main.rs","type":"fact","confidence":0.9},{"content":"The experiment is framed as a 'funhouse-mirror' approach - exploring what the model generates/hallucinates when trained exclusively on Nicholai's personal agent memories","type":"rationale","confidence":0.85},{"content":"The training data source for the microgpt experiment is the personal memory SQLite database at ~/.agents/memory/memories.db","type":"fact","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"proposed","target":"character-level GPT training on personal memory","confidence":0.9},{"source":"microgpt","relationship":"implemented in","target":"Rust","confidence":0.9},{"source":"microgpt","relationship":"located at","target":"references/microgpt/src/main.rs","confidence":0.9},{"source":"experiment","relationship":"trains on data from","target":"~/.agents/memory/memories.db","confidence":0.9},{"source":"experiment","relationship":"purpose is to observe","target":"model hallucination patterns","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact decision in greater detail: training microgpt character-level model on ~/.agents/memory/memories.db to explore hallucination patterns. New fact is a more abstract restatement of the same proposal.","fact":{"content":"Nicholai proposed training a character-level GPT model on personal memory database at ~/.agents/memory/memories.db to explore model hallucination patterns","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Existing memory #4 already explicitly states 'Rust implementation at `references/microgpt/src/main.rs`' in the context of the character-level model training experiment. New fact is redundant.","fact":{"content":"The microgpt character-level model is implemented in Rust at references/microgpt/src/main.rs","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact concept: character-level GPT training on memory database as a 'funhouse-mirror experiment' to see what the model hallucinates on personal agent memories. New fact is redundant.","fact":{"content":"The experiment is framed as a 'funhouse-mirror' approach - exploring what the model generates/hallucinates when trained exclusively on Nicholai's personal agent memories","type":"rationale","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly covers this fact: 'training the microgpt character-level model... on personal memory data from ~/.agents/memory/memories.db'. The new fact is redundant with existing memory.","fact":{"content":"The training data source for the microgpt experiment is the personal memory SQLite database at ~/.agents/memory/memories.db","type":"fact","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 06905538-65de-4dfa-8982-6a69ab32f0f6
memory_id: 4e869c1d-97ab-4422-9069-4dd57d5265cb
job_type: extract
status: completed
leased_at: 2026-02-25T16:31:19.999Z
completed_at: 2026-02-25T16:33:57.151Z
created_at: 2026-02-25T16:27:08.360Z
updated_at: 2026-02-25T16:33:57.151Z
result:
  {"facts":[{"content":"The Signet memories database contains 5348 memory records as of investigation","type":"fact","confidence":0.9},{"content":"The `memories` table schema includes a content field of type TEXT that stores memory text data","type":"fact","confidence":0.95},{"content":"The `memories` table includes a type field for classifying memories into categories: fact, preference, decision, and others","type":"fact","confidence":0.95},{"content":"The `memories` table includes tags field for metadata tagging and flexible categorization of memories","type":"fact","confidence":0.9},{"content":"The `memories` table includes an importance field with numeric values ranging from 0.0 to 1.0 to score memory significance","type":"fact","confidence":0.95},{"content":"The `memories` table includes a confidence field to track certainty/reliability levels of stored memories","type":"fact","confidence":0.9},{"content":"The `memories` table includes a category field for organizing memories into semantic groupings","type":"fact","confidence":0.9},{"content":"The `memories` table includes timestamp fields for tracking memory creation and update times","type":"fact","confidence":0.9},{"content":"The `memories` table includes source tracking fields to record the origin point of each memory (conversation, inference, etc)","type":"fact","confidence":0.9},{"content":"The `memories` table includes an extraction status field to track the processing/ingestion state of memory records","type":"fact","confidence":0.9}],"entities":[{"source":"memories database","relationship":"contains","target":"5348 memory records","confidence":0.9},{"source":"memories table","relationship":"has field","target":"content (TEXT)","confidence":0.95},{"source":"memories table","relationship":"has field","target":"type (fact/preference/decision/etc)","confidence":0.95},{"source":"memories table","relationship":"has field","target":"tags","confidence":0.9},{"source":"memories table","relationship":"has field","target":"importance (0.0-1.0)","confidence":0.95},{"source":"memories table","relationship":"has field","target":"confidence","confidence":0.9},{"source":"memories table","relationship":"has field","target":"category","confidence":0.9},{"source":"memories table","relationship":"has field","target":"timestamps","confidence":0.9},{"source":"memories table","relationship":"has field","target":"source tracking","confidence":0.9},{"source":"memories table","relationship":"has field","target":"extraction status","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already contains this exact finding: '5348 memory records' with additional schema metadata. New fact is redundant with existing memory.","fact":{"content":"The Signet memories database contains 5348 memory records as of investigation","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 1 (ID: 4e869c1d-97ab-4422-9069-4dd57d5265cb) already comprehensively documents the memories table schema, explicitly listing 'content (TEXT)' as a field along with other metadata. New fact is a subset of existing memory.","fact":{"content":"The `memories` table schema includes a content field of type TEXT that stores memory text data","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing memory [5] already comprehensively documents the memories table schema, including the type field with categories (fact/preference/decision/etc), plus additional metadata (tags, importance, confidence, category, timestamps, source tracking, extraction status). New fact is a subset of already-documented schema.","fact":{"content":"The `memories` table includes a type field for classifying memories into categories: fact, preference, decision, and others","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 4 already documents that the `memories` table contains 'tags' as part of its rich metadata. The new fact adds minimal specificity ('for metadata tagging and flexible categorization') but the core information is already captured and sufficient.","fact":{"content":"The `memories` table includes tags field for metadata tagging and flexible categorization of memories","type":"fact","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate [5] already documents the importance field as part of the memories table schema, explicitly stating 'importance (0.0-1.0)' among the rich metadata. The new fact is fully covered by existing memory.","fact":{"content":"The `memories` table includes an importance field with numeric values ranging from 0.0 to 1.0 to score memory significance","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 5 (4e869c1d-97ab-4422-9069-4dd57d5265cb) already covers this fact, explicitly listing 'confidence' as a field in the memories table schema. No new information to store.","fact":{"content":"The `memories` table includes a confidence field to track certainty/reliability levels of stored memories","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the memories table schema and explicitly lists 'category' as a metadata field. New fact adds minor detail about purpose (organizing into semantic groupings) but is substantively redundant with existing schema documentation.","fact":{"content":"The `memories` table includes a category field for organizing memories into semantic groupings","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents that the `memories` table contains 'timestamps' as part of its rich metadata. The new fact (timestamp fields for creation/update tracking) is a specific detail of what's already recorded in the existing memory about the database schema.","fact":{"content":"The `memories` table includes timestamp fields for tracking memory creation and update times","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the memories table schema with explicit mention of 'source tracking' as metadata. New fact is subsumed by existing, more detailed memory.","fact":{"content":"The `memories` table includes source tracking fields to record the origin point of each memory (conversation, inference, etc)","type":"fact","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Candidate #4 already documents that the `memories` table includes 'extraction status' as part of its metadata. The new fact provides implementation detail about the field's purpose (tracking processing/ingestion state), but this is already captured by the existing memory.","fact":{"content":"The `memories` table includes an extraction status field to track the processing/ingestion state of memory records","type":"fact","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 96c9bdeb-4db4-44ee-a023-d61e4d1b418d
memory_id: ffaf3a74-b01d-4698-894e-9ed2f0f25a4d
job_type: extract
status: completed
leased_at: 2026-02-25T16:33:59.153Z
completed_at: 2026-02-25T16:35:41.567Z
created_at: 2026-02-25T16:27:08.384Z
updated_at: 2026-02-25T16:35:41.567Z
result:
  {"facts":[{"content":"The database includes FTS5 full-text search indexes for text retrieval","type":"fact","confidence":0.95},{"content":"The database includes vector embeddings infrastructure for semantic search","type":"fact","confidence":0.95},{"content":"The character-level embedding model uses 48 embedding dimensions","type":"fact","confidence":0.95},{"content":"The character-level embedding model has 2 layers in its architecture","type":"fact","confidence":0.95},{"content":"The character-level embedding model has 4 attention heads","type":"fact","confidence":0.95},{"content":"The character-level embedding model expects line-delimited text as input format","type":"procedural","confidence":0.95}],"entities":[{"source":"database","relationship":"includes","target":"FTS5 full-text search indexes","confidence":0.95},{"source":"database","relationship":"includes","target":"vector embeddings infrastructure","confidence":0.95},{"source":"character-level embedding model","relationship":"has","target":"48 embedding dimensions","confidence":0.95},{"source":"character-level embedding model","relationship":"has","target":"2 layers","confidence":0.95},{"source":"character-level embedding model","relationship":"has","target":"4 attention heads","confidence":0.95},{"source":"character-level embedding model","relationship":"expects","target":"line-delimited text input","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already covers this fact comprehensively, stating 'The database includes FTS5 full-text search indexes' along with additional context about vector embeddings and model architecture. New fact is a subset of existing memory.","fact":{"content":"The database includes FTS5 full-text search indexes for text retrieval","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate #5 already covers this fact comprehensively, stating 'The database includes FTS5 full-text search indexes and vector embeddings infrastructure.' The new fact is subsumed by this existing memory.","fact":{"content":"The database includes vector embeddings infrastructure for semantic search","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [5] (ffaf3a74-b01d-4698-894e-9ed2f0f25a4d) already contains the exact fact: 'The character-level model is tiny (48 embedding dimensions, 2 layers, 4 attention heads)'. No new information to add.","fact":{"content":"The character-level embedding model uses 48 embedding dimensions","type":"fact","confidence":0.95}},{"action":"none","targetMemoryId":"ffaf3a74-b01d-4698-894e-9ed2f0f25a4d","confidence":0.95,"reason":"New fact is already covered by existing candidate [5], which explicitly states 'The character-level model is tiny (48 embedding dimensions, 2 layers, 4 attention heads)'. No new information to add.","fact":{"content":"The character-level embedding model has 2 layers in its architecture","type":"fact","confidence":0.95},"targetContent":"The database includes FTS5 full-text search indexes and vector embeddings infrastructure. The character-level model is tiny (48 embedding dimensions, 2 layers, 4 attention heads) and expects line-delimited text input."},{"action":"none","confidence":0.98,"reason":"Candidate [5] already explicitly contains this fact: 'The character-level model is tiny (48 embedding dimensions, 2 layers, 4 attention heads)' - the new fact is fully covered","fact":{"content":"The character-level embedding model has 4 attention heads","type":"fact","confidence":0.95}},{"action":"none","targetMemoryId":"ffaf3a74-b01d-4698-894e-9ed2f0f25a4d","confidence":1,"reason":"Candidate [4] already explicitly states the model 'expects line-delimited text input'. The new fact is exactly covered by existing memory and adds no new information.","fact":{"content":"The character-level embedding model expects line-delimited text as input format","type":"procedural","confidence":0.95},"targetContent":"The database includes FTS5 full-text search indexes and vector embeddings infrastructure. The character-level model is tiny (48 embedding dimensions, 2 layers, 4 attention heads) and expects line-delimited text input."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: f2d44b50-5ef5-4d54-9457-582719030c36
memory_id: 9afb3e82-bc69-4c30-a583-1b541c8c6c79
job_type: extract
status: completed
leased_at: 2026-02-25T16:35:43.569Z
completed_at: 2026-02-25T16:36:58.319Z
created_at: 2026-02-25T16:27:08.400Z
updated_at: 2026-02-25T16:36:58.319Z
result:
  {"facts":[{"content":"The feasibility of memory extraction depends on formatting memories in a way that language models can meaningfully learn from the extracted data","type":"semantic","confidence":0.9},{"content":"Two format approaches were explored for memory extraction: raw content lines and structured summaries","type":"decision","confidence":0.85},{"content":"No implementation work has begun on memory extraction formatting—this was pure exploratory and conceptual work","type":"procedural","confidence":0.9},{"content":"Memory extraction format viability depends on whether the format enables models to meaningfully learn patterns from the extracted memory content","type":"rationale","confidence":0.8}],"entities":[{"source":"memory extraction","relationship":"depends_on_for_feasibility","target":"meaningful_model_learning_format","confidence":0.85},{"source":"raw_content_lines","relationship":"is_format_option_for","target":"memory_extraction","confidence":0.85},{"source":"structured_summaries","relationship":"is_format_option_for","target":"memory_extraction","confidence":0.85},{"source":"this_exploration","relationship":"status","target":"exploratory_no_implementation","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is functionally identical to existing memory 9afb3e82-bc69-4c30-a583-1b541c8c6c79, which already captures that feasibility depends on formatting memories in a way models can meaningfully learn from (raw content vs structured summaries). Both represent the same conceptual insight.","fact":{"content":"The feasibility of memory extraction depends on formatting memories in a way that language models can meaningfully learn from the extracted data","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Existing candidate [5] already captures this concept: explicitly mentions 'raw content lines or structured summaries' as the two explored formats for memory extraction. New fact is a restatement of information already in the memory system.","fact":{"content":"Two format approaches were explored for memory extraction: raw content lines and structured summaries","type":"decision","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already covers this fact explicitly: 'No implementation work began; this was pure exploration of the concept and data shape.' The new fact is a restatement of content already in memory.","fact":{"content":"No implementation work has begun on memory extraction formatting—this was pure exploratory and conceptual work","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"New fact is already covered by candidate 5 (9afb3e82...), which states 'feasibility depends on extracting memories in a format the model can meaningfully learn from.' The new fact is a more abstract restatement of the same core insight about format viability and model learning capability.","fact":{"content":"Memory extraction format viability depends on whether the format enables models to meaningfully learn patterns from the extracted memory content","type":"rationale","confidence":0.8}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 746105f6-c58d-415b-8078-17e99c4107fc
memory_id: 2ab333a9-0aa3-4b2a-b4f2-ba367d640d22
job_type: extract
status: completed
leased_at: 2026-02-26T07:01:25.367Z
completed_at: 2026-02-26T07:02:06.504Z
created_at: 2026-02-25T17:03:45.451Z
updated_at: 2026-02-26T07:02:06.504Z
result:
  {"facts":[{"content":"Claude is tasked with finding and fixing bugs in the signetai codebase","type":"decision","confidence":0.95},{"content":"When finding and fixing bugs in the signetai codebase, prioritize issues that break functionality over minor issues","type":"procedural","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"assigns task to","target":"Claude","confidence":0.95},{"source":"Claude","relationship":"responsible for","target":"finding and fixing bugs in signetai codebase","confidence":0.95},{"source":"bug prioritization strategy","relationship":"focuses on","target":"functionality-breaking issues","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] (ID: 2ab333a9-0aa3-4b2a-b4f2-ba367d640d22) already captures this exact task: 'Bug Hunt Session Initiated Nicholai tasked Claude to find and fix bugs in the signetai codebase.' The new fact is redundant and already covered by existing memory.","fact":{"content":"Claude is tasked with finding and fixing bugs in the signetai codebase","type":"decision","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"This procedural guideline is already well-captured by existing memories, particularly candidate [4] which states the same prioritization rule (functionality breaks over non-critical issues), and candidate [2] which documents the bug hunt strategy. The new fact adds no new information.","fact":{"content":"When finding and fixing bugs in the signetai codebase, prioritize issues that break functionality over minor issues","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: d63b6514-2c75-48dd-9205-c9d42e0945c9
memory_id: 5555beba-ebb2-4cd9-a537-da76e0b4f216
job_type: extract
status: completed
leased_at: 2026-02-25T17:04:54.661Z
completed_at: 2026-02-25T17:05:54.997Z
created_at: 2026-02-25T17:03:45.476Z
updated_at: 2026-02-25T17:05:54.997Z
result:
  {"facts":[{"content":"The LlmProvider interface is examined during initial exploration and is located in packages/core/src/types.ts","type":"fact","confidence":0.95},{"content":"Pipeline configuration types are examined during initial exploration and are located in packages/core/src/types.ts","type":"fact","confidence":0.95},{"content":"The session began in plan mode to scope the investigation before implementation work","type":"procedural","confidence":0.9},{"content":"Initial exploration of the core types system focused on the LlmProvider interface and pipeline configuration types as part of investigation scoping","type":"procedural","confidence":0.85}],"entities":[{"source":"LlmProvider interface","relationship":"located_in","target":"packages/core/src/types.ts","confidence":0.95},{"source":"pipeline configuration types","relationship":"located_in","target":"packages/core/src/types.ts","confidence":0.95},{"source":"core types system","relationship":"examined_in","target":"initial exploration","confidence":0.9},{"source":"investigation","relationship":"scoped_in","target":"plan mode","confidence":0.9},{"source":"investigation scoping","relationship":"precedes","target":"implementation","confidence":0.85}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate [4] already comprehensively covers this fact: it explicitly states that initial exploration examined the LlmProvider interface in packages/core/src/types.ts. The new fact adds no materially new information beyond what's already documented.","fact":{"content":"The LlmProvider interface is examined during initial exploration and is located in packages/core/src/types.ts","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate [5] already explicitly covers pipeline configuration types in packages/core/src/types.ts as part of initial exploration. New fact is redundant.","fact":{"content":"Pipeline configuration types are examined during initial exploration and are located in packages/core/src/types.ts","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this exact information: 'Plan mode was used at the start of the session to scope the investigation before proceeding with implementation work.' The new fact is redundant with existing memory.","fact":{"content":"The session began in plan mode to scope the investigation before implementation work","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures the exact same information: initial exploration of core types system focused on LlmProvider interface and pipeline configuration types for investigation scoping. No new information to add or update.","fact":{"content":"Initial exploration of the core types system focused on the LlmProvider interface and pipeline configuration types as part of investigation scoping","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 1fe35832-7229-4175-bc10-e0aa25c89ed4
memory_id: 1c4cfb01-f62c-48b2-9ff6-36a137345a79
job_type: extract
status: completed
leased_at: 2026-02-25T17:05:57.005Z
completed_at: 2026-02-25T17:06:45.881Z
created_at: 2026-02-25T17:03:45.536Z
updated_at: 2026-02-25T17:06:45.881Z
result:
  {"facts":[{"content":"Listwise loss temperature parameter should be set to T < 1.0 to sharpen soft label probability distributions","type":"procedural","confidence":0.85},{"content":"Soft labels produced by the continuity scorer may form flat P_true distributions that require aggressive temperature sharpening","type":"semantic","confidence":0.8},{"content":"Temperature values less than 1.0 sharpen soft label distributions by reducing the entropy of probability predictions","type":"semantic","confidence":0.85}],"entities":[{"source":"listwise loss temperature","relationship":"controls_sharpness_of","target":"soft label distributions","confidence":0.85},{"source":"continuity scorer","relationship":"produces","target":"soft labels","confidence":0.85},{"source":"continuity scorer soft labels","relationship":"may_form","target":"flat P_true distributions","confidence":0.8},{"source":"aggressive sharpening","relationship":"required_for","target":"flat P_true from continuity scorer","confidence":0.8}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by candidate [5] (ID: 1c4cfb01-f62c-48b2-9ff6-36a137345a79), which specifies the same principle: T < 1.0 sharpens soft label distributions in listwise loss. Candidate [5] provides additional context about flat P_true requiring aggressive sharpening. No new information to add or refine.","fact":{"content":"Listwise loss temperature parameter should be set to T < 1.0 to sharpen soft label probability distributions","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact insight: 'flat P_true from continuity scorer soft labels requires aggressive sharpening'. The new fact is semantically identical and adds no new information beyond what's already stored.","fact":{"content":"Soft labels produced by the continuity scorer may form flat P_true distributions that require aggressive temperature sharpening","type":"semantic","confidence":0.8}},{"action":"none","targetMemoryId":"ddd13670-c284-43be-b09f-a2c264f2fddf","confidence":0.95,"reason":"New fact is semantically identical to existing memory [3]. Both express that T < 1.0 sharpens soft label distributions by reducing entropy/concentrating probability mass. Candidate [3] is already well-formulated and covers this knowledge.","fact":{"content":"Temperature values less than 1.0 sharpen soft label distributions by reducing the entropy of probability predictions","type":"semantic","confidence":0.85},"targetContent":"Temperature T < 1.0 in softmax sharpens a probability distribution by concentrating probability mass into peaked distributions rather than uniform distributions, making soft labels more selective"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: f5ee5693-8e9d-4730-8600-d98e849502df
memory_id: 76a12047-958d-4cd6-b7bf-0fd2f2aeda5f
job_type: extract
status: completed
leased_at: 2026-02-25T17:06:47.882Z
completed_at: 2026-02-25T17:07:44.383Z
created_at: 2026-02-25T17:03:45.566Z
updated_at: 2026-02-25T17:07:44.383Z
result:
  {"facts":[{"content":"A per-user memory ranking model uses heuristic baseline scoring that combines decay and BM25 algorithms","type":"fact","confidence":0.95},{"content":"The per-user memory ranking model evolves from heuristic baseline scoring to learned predictions","type":"decision","confidence":0.9},{"content":"The learned predictions component of the memory ranking model uses a lightweight cross-attention architecture","type":"fact","confidence":0.95},{"content":"The memory ranking system is designed to be trainable on a per-user basis, allowing personalized ranking behavior","type":"semantic","confidence":0.9}],"entities":[{"source":"per-user memory ranking model","relationship":"uses","target":"heuristic baseline scoring","confidence":0.95},{"source":"heuristic baseline scoring","relationship":"combines","target":"decay algorithm","confidence":0.95},{"source":"heuristic baseline scoring","relationship":"combines","target":"BM25 algorithm","confidence":0.95},{"source":"memory ranking model","relationship":"evolves to","target":"learned predictions","confidence":0.9},{"source":"learned predictions","relationship":"uses","target":"cross-attention architecture","confidence":0.95},{"source":"cross-attention architecture","relationship":"is","target":"lightweight","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this fact: it explicitly describes 'heuristic baseline scoring (decay + BM25)' as the foundation of the per-user memory ranking model. The new fact is a specific detail already present in the existing memory.","fact":{"content":"A per-user memory ranking model uses heuristic baseline scoring that combines decay and BM25 algorithms","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already explicitly captures this concept: 'comprehensive system for training a per-user memory ranking model that evolves from heuristic baseline scoring (decay + BM25) to learned predictions using a lightweight cross-attention architecture.' The new fact adds no substantive detail beyond what's already documented.","fact":{"content":"The per-user memory ranking model evolves from heuristic baseline scoring to learned predictions","type":"decision","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate [4] already captures this exact detail: 'learned predictions using a lightweight cross-attention architecture' is explicitly stated in the comprehensive memory ranking system description. New fact is redundant with existing knowledge.","fact":{"content":"The learned predictions component of the memory ranking model uses a lightweight cross-attention architecture","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by candidates 4 and 5. Candidate 4 explicitly describes 'training a per-user memory ranking model' and candidate 5 details 'per-user model trained on interaction history.' Both capture the trainable, personalized nature. No new information to add.","fact":{"content":"The memory ranking system is designed to be trainable on a per-user basis, allowing personalized ranking behavior","type":"semantic","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 57545b65-97a6-418d-a80a-3456c5ab63df
memory_id: 99323a4c-d589-4f4d-afe2-654eb5fcc9c9
job_type: extract
status: completed
leased_at: 2026-02-26T07:02:08.504Z
completed_at: 2026-02-26T07:03:05.801Z
created_at: 2026-02-25T17:03:45.593Z
updated_at: 2026-02-26T07:03:05.801Z
result:
  {"facts":[{"content":"The ranking system uses RRF (Reciprocal Rank Fusion) as its fusion method","type":"fact","confidence":0.95},{"content":"Earned influence parameter (α) adjusts dynamically based on session-end NDCG (Normalized Discounted Cumulative Gain) comparison wins","type":"semantic","confidence":0.95},{"content":"Cold start phase uses pure baseline fallback for ranking decisions before learned influence is available","type":"procedural","confidence":0.9},{"content":"System transitions from cold start to active prediction mode after meeting thresholds: 10+ sessions AND >40% success rate","type":"decision","confidence":0.9}],"entities":[{"source":"ranking system","relationship":"uses","target":"RRF (Reciprocal Rank Fusion)","confidence":0.95},{"source":"earned influence parameter (α)","relationship":"adjusts based on","target":"session-end NDCG comparison wins","confidence":0.95},{"source":"cold start phase","relationship":"uses fallback","target":"pure baseline","confidence":0.9},{"source":"system","relationship":"transitions to","target":"active prediction mode","confidence":0.9},{"source":"active prediction mode","relationship":"requires threshold","target":"10+ sessions","confidence":0.88},{"source":"active prediction mode","relationship":"requires threshold","target":">40% success rate","confidence":0.88}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [5] already comprehensively covers RRF-based ranking fusion with earned influence, cold start strategy, and NDCG-based progression. The new fact is a subset of existing documented information.","fact":{"content":"The ranking system uses RRF (Reciprocal Rank Fusion) as its fusion method","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already explicitly captures this fact: 'earned influence (α) that adjusts based on session-end NDCG comparison wins'. The new fact is a restatement of the same concept with expanded terminology (NDCG spelled out). Candidate [2] also documents the rationale for this mechanism.","fact":{"content":"Earned influence parameter (α) adjusts dynamically based on session-end NDCG (Normalized Discounted Cumulative Gain) comparison wins","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly covers this exact concept: 'Cold start with pure baseline fallback, progressing to active prediction after 10+ sessions and >40% success rate threshold.' The new fact is already captured in existing memory.","fact":{"content":"Cold start phase uses pure baseline fallback for ranking decisions before learned influence is available","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"This fact is already captured in candidate 99323a4c, which explicitly states the cold start→active prediction transition occurs after '10+ sessions and >40% success rate threshold.' The new fact is a restatement of existing memory.","fact":{"content":"System transitions from cold start to active prediction mode after meeting thresholds: 10+ sessions AND >40% success rate","type":"decision","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 25d04955-87e2-499b-b76e-a2b0c0e1a0e0
memory_id: e4c14c73-3633-4d70-a356-92fbd7cbc102
job_type: extract
status: completed
leased_at: 2026-02-26T07:00:20.364Z
completed_at: 2026-02-26T07:01:23.365Z
created_at: 2026-02-25T17:03:45.653Z
updated_at: 2026-02-26T07:01:23.365Z
result:
  {"facts":[{"content":"Nicholai requested adding a real-time, interactive visualization of the memory pipeline to the Signet dashboard","type":"decision","confidence":0.95},{"content":"Static memory pipeline diagrams currently exist at public/memory-loop-v2.jpg (image format) and docs/memory-loop.mmd (Mermaid format)","type":"fact","confidence":0.95},{"content":"The memory pipeline visualization component should display data flowing through extraction workers, database operations, and retention systems","type":"procedural","confidence":0.9},{"content":"The implementation requires converting static diagram representations into a live, interactive component for the Signet dashboard","type":"decision","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"requested","target":"memory pipeline visualization","confidence":0.95},{"source":"memory pipeline visualization","relationship":"will be added to","target":"Signet dashboard","confidence":0.95},{"source":"memory pipeline visualization","relationship":"should display","target":"extraction workers","confidence":0.9},{"source":"memory pipeline visualization","relationship":"should display","target":"database operations","confidence":0.9},{"source":"memory pipeline visualization","relationship":"should display","target":"retention systems","confidence":0.9},{"source":"static diagrams","relationship":"located at","target":"public/memory-loop-v2.jpg","confidence":0.95},{"source":"static diagrams","relationship":"located at","target":"docs/memory-loop.mmd","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] (ID: e4c14c73-3633-4d70-a356-92fbd7cbc102) already captures this exact request: 'Nicholai requested adding a real-time, interactive visualization of the memory pipeline to the Signet dashboard.' Candidate [4] provides complementary planning details about implementation strategy. No new information to store.","fact":{"content":"Nicholai requested adding a real-time, interactive visualization of the memory pipeline to the Signet dashboard","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already covers this fact: it states 'The Signet dashboard currently references static memory pipeline diagrams at public/memory-loop-v2.jpg and docs/memory-loop.mmd'. The new fact is semantically identical (same paths, same diagram formats), just phrased as 'diagrams exist' rather than 'dashboard references'. No new information to capture.","fact":{"content":"Static memory pipeline diagrams currently exist at public/memory-loop-v2.jpg (image format) and docs/memory-loop.mmd (Mermaid format)","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by candidate [5] (e4c14c73-3633-4d70-a356-92fbd7cbc102), which explicitly mentions 'data flowing through extraction workers, database operations, and retention systems' as part of the pipeline visualization planning. No new information is added.","fact":{"content":"The memory pipeline visualization component should display data flowing through extraction workers, database operations, and retention systems","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively covers this decision with more specific details (memory pipeline visualization, static diagram sources, data flow elements, and Nicholai's request). The new fact restates the core requirement without adding new information beyond what's already captured.","fact":{"content":"The implementation requires converting static diagram representations into a live, interactive component for the Signet dashboard","type":"decision","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: d861a87f-5d5a-47b3-99f4-60cca15efae0
memory_id: 512c029e-7c9c-45e5-ae8f-b8ca7440ee35
job_type: extract
status: completed
leased_at: 2026-02-26T07:03:07.803Z
completed_at: 2026-02-26T07:03:56.448Z
created_at: 2026-02-25T17:03:45.703Z
updated_at: 2026-02-26T07:03:56.448Z
result:
  {"facts":[{"content":"Unified search feature combines skills.sh API search with client-side filtering of a cached ClawHub catalog","type":"semantic","confidence":0.95},{"content":"Implementation step 1: Add ClawHub cache and fetch logic to packages/daemon/src/daemon.ts","type":"procedural","confidence":0.9},{"content":"Implementation step 2: Update /api/skills/browse and /api/skills/search endpoints to merge multiple search provider results","type":"procedural","confidence":0.9}],"entities":[{"source":"Unified search","relationship":"integrates","target":"skills.sh API search","confidence":0.95},{"source":"Unified search","relationship":"integrates","target":"ClawHub catalog","confidence":0.95},{"source":"packages/daemon/src/daemon.ts","relationship":"implements","target":"ClawHub cache logic","confidence":0.9},{"source":"/api/skills/browse","relationship":"merges","target":"search providers","confidence":0.9},{"source":"/api/skills/search","relationship":"merges","target":"search providers","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate [4] (ID: 147826fa-e0ea-4410-b029-53e06172aaae), which contains identical information about unified search combining skills.sh API search with client-side filtering of cached ClawHub catalog","fact":{"content":"Unified search feature combines skills.sh API search with client-side filtering of a cached ClawHub catalog","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this as 'Implementation step 1: Add ClawHub cache + fetch logic in packages/daemon/src/daemon.ts' as part of the unified search execution order. Candidate [3] also covers this as a procedural fact. The new fact is redundant and already well-represented in existing memory.","fact":{"content":"Implementation step 1: Add ClawHub cache and fetch logic to packages/daemon/src/daemon.ts","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Candidate #3 (455cb002-2fed-425d-b691-d9de42e7a4b0) already captures this exact requirement: 'The `/api/skills/browse` and `/api/skills/search` endpoints are updated to merge multiple skills provider sources'. The new fact is a restatement of the same implementation step, already well-documented in existing memory.","fact":{"content":"Implementation step 2: Update /api/skills/browse and /api/skills/search endpoints to merge multiple search provider results","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 63d93585-83a8-41cc-a5ff-06197139454b
memory_id: b9556620-1107-4b4b-ae42-faeb8c668206
job_type: extract
status: completed
leased_at: 2026-02-26T07:03:58.451Z
completed_at: 2026-02-26T07:04:49.222Z
created_at: 2026-02-25T17:03:45.758Z
updated_at: 2026-02-26T07:04:49.222Z
result:
  {"facts":[{"content":"A session was conducted to understand OpenClaw's architecture and contribution protocols","type":"procedural","confidence":0.9},{"content":"OpenClaw has architecture documentation and contribution protocols that need to be understood before proposing features","type":"semantic","confidence":0.85},{"content":"The session objective was to gather knowledge needed to propose a high-impact feature for OpenClaw","type":"decision","confidence":0.85}],"entities":[{"source":"session","relationship":"focused_on","target":"OpenClaw's architecture","confidence":0.9},{"source":"session","relationship":"focused_on","target":"OpenClaw's contribution protocols","confidence":0.9},{"source":"session","relationship":"aimed_to_enable","target":"high-impact feature proposal","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this fact precisely: 'The session focused on understanding OpenClaw's architecture and contribution protocols to propose a high-impact feature.' The new fact is redundant with existing memory.","fact":{"content":"A session was conducted to understand OpenClaw's architecture and contribution protocols","type":"procedural","confidence":0.9}},{"action":"update","targetMemoryId":"e09c9f26-613e-4d81-a9a1-378470dba1f2","confidence":0.9,"reason":"The new fact expands candidate 4 by specifying that OpenClaw has both architecture documentation AND contribution protocols, and importantly adds the context that these must be understood before proposing features. This is a more complete and actionable statement.","fact":{"content":"OpenClaw has architecture documentation and contribution protocols that need to be understood before proposing features","type":"semantic","confidence":0.85},"targetContent":"OpenClaw has documented architecture that can be studied"},{"action":"none","confidence":0.95,"reason":"New fact is already captured by existing candidate [5], which states the session focused on understanding OpenClaw's architecture and contribution protocols to propose a high-impact feature. The new fact is a less specific restatement of the same concept.","fact":{"content":"The session objective was to gather knowledge needed to propose a high-impact feature for OpenClaw","type":"decision","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 94902678-74c9-4c85-be14-7040b976140b
memory_id: cc0dfd67-8647-4618-bfab-adcd01f3892b
job_type: extract
status: completed
leased_at: 2026-02-26T07:04:51.223Z
completed_at: 2026-02-26T07:06:07.752Z
created_at: 2026-02-25T17:03:45.783Z
updated_at: 2026-02-26T07:06:07.752Z
result:
  {"facts":[{"content":"An Explore agent was deployed to investigate OpenClaw's memory-lancedb extension implementation, focusing on storage patterns, search implementations, and creation patterns","type":"procedural","confidence":0.95},{"content":"The research examined OpenClaw's plugin/extension architecture and its API registration mechanisms","type":"procedural","confidence":0.95},{"content":"The research reviewed OpenClaw's contribution guidelines including PR templates and CONTRIBUTING.md documentation","type":"procedural","confidence":0.95},{"content":"The research examined memory-core base interfaces","type":"procedural","confidence":0.95},{"content":"The research phase was designed to understand OpenClaw's memory tool schemas, search implementations, and storage formats as a prerequisite before proposing a contribution to the project","type":"rationale","confidence":0.9}],"entities":[{"source":"Explore agent","relationship":"deployed to investigate","target":"OpenClaw memory system","confidence":0.95},{"source":"Investigation","relationship":"examined","target":"memory-lancedb extension","confidence":0.95},{"source":"Investigation","relationship":"examined","target":"plugin/extension architecture","confidence":0.95},{"source":"Investigation","relationship":"examined","target":"API registration mechanisms","confidence":0.9},{"source":"Investigation","relationship":"reviewed","target":"contribution guidelines","confidence":0.9},{"source":"Investigation","relationship":"examined","target":"memory-core base interfaces","confidence":0.95},{"source":"Research understanding","relationship":"preceded","target":"contribution proposal","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate 5 already contains this exact information: 'Initially deployed an Explore agent to investigate: - OpenClaw's memory-lancedb extension/plugin implementation (storage, search, creation patterns)'. The new fact is redundant with existing memory.","fact":{"content":"An Explore agent was deployed to investigate OpenClaw's memory-lancedb extension implementation, focusing on storage patterns, search implementations, and creation patterns","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [4] already explicitly documents the investigation of 'OpenClaw's plugin/extension architecture and registration APIs'. The new fact restates what's already captured in that memory entry.","fact":{"content":"The research examined OpenClaw's plugin/extension architecture and its API registration mechanisms","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [5] contains identical information: 'OpenClaw's contribution guidelines including PR templates and CONTRIBUTING.md were reviewed as part of the investigation'. New fact is already captured in existing memory.","fact":{"content":"The research reviewed OpenClaw's contribution guidelines including PR templates and CONTRIBUTING.md documentation","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [1] directly states 'Memory-core base interfaces were studied as part of the research' which is a complete match for the new fact. Additionally, candidate [5] also includes this as part of the investigation scope. The fact is already well-covered by existing memories.","fact":{"content":"The research examined memory-core base interfaces","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] (ID: 67c75a72-f603-4e85-af53-93839b485f77) already captures this exact rationale with identical content. The new fact restates the same understanding without adding new information.","fact":{"content":"The research phase was designed to understand OpenClaw's memory tool schemas, search implementations, and storage formats as a prerequisite before proposing a contribution to the project","type":"rationale","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: d79e2c94-1f7c-43f2-a4a1-ae8be27dfe30
memory_id: d6d4d4cf-737c-47d1-b8a9-1e7b9ce87192
job_type: extract
status: completed
leased_at: 2026-02-26T07:06:09.766Z
completed_at: 2026-02-26T07:06:54.911Z
created_at: 2026-02-25T17:03:45.802Z
updated_at: 2026-02-26T07:06:54.911Z
result:
  {"facts":[{"content":"The CI workflow was modified to add changelog generation to the release process","type":"decision","confidence":0.95},{"content":"During the release process, CHANGELOG.md is appended to the release commit alongside version bumps","type":"procedural","confidence":0.95},{"content":"The changelog file is named CHANGELOG.md","type":"semantic","confidence":0.95}],"entities":[{"source":"CI workflow","relationship":"modified to include","target":"changelog generation","confidence":0.95},{"source":"changelog generation","relationship":"appends","target":"CHANGELOG.md","confidence":0.95},{"source":"release commit","relationship":"includes","target":"CHANGELOG.md","confidence":0.95},{"source":"release commit","relationship":"includes","target":"version bumps","confidence":0.95},{"source":"changelog generation","relationship":"occurs alongside","target":"version bumps","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already covered by existing candidates #4 and #5, which explicitly document that the CI workflow was modified to add changelog generation to the release process. Candidate #4 (decision-type) provides implementation details, and #5 (fact-type) describes the outcome.","fact":{"content":"The CI workflow was modified to add changelog generation to the release process","type":"decision","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"New fact is already comprehensively covered by candidate [5] (d6d4d4cf...), which states: 'CI workflow modification adds changelog generation to release process, appending CHANGELOG.md to the release commit alongside version bumps.' The new fact adds no new information beyond what's already stored.","fact":{"content":"During the release process, CHANGELOG.md is appended to the release commit alongside version bumps","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"The filename 'CHANGELOG.md' is already explicitly documented in existing candidates 4 and 5, which describe the CI workflow generating and appending CHANGELOG.md during releases. The new fact adds no novel information.","fact":{"content":"The changelog file is named CHANGELOG.md","type":"semantic","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 3217fc4f-6a6f-4d4b-a952-e2b7e6fbda4d
memory_id: acdc4385-8929-4ed1-b8ef-d63840e09b04
job_type: extract
status: completed
leased_at: 2026-02-26T07:06:56.913Z
completed_at: 2026-02-26T07:07:31.968Z
created_at: 2026-02-25T17:03:45.837Z
updated_at: 2026-02-26T07:07:31.968Z
result:
  {"facts":[{"content":"Nicholai is interested in discovering Steam API endpoints that could provide live data to the website beyond what simple store pages offer","type":"preference","confidence":0.9},{"content":"The desired Steam endpoints should provide data including version numbers, release dates, update status, and player counts for website integration","type":"preference","confidence":0.85}],"entities":[{"source":"Nicholai","relationship":"interested in discovering","target":"Steam API endpoints for live data","confidence":0.9},{"source":"Steam endpoints","relationship":"should provide","target":"version numbers, release dates, update status, player counts","confidence":0.85},{"source":"Steam endpoints","relationship":"feed into","target":"website live data","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact information: Nicholai's interest in discovering Steam API endpoints beyond store pages for live website data. New fact is redundant.","fact":{"content":"Nicholai is interested in discovering Steam API endpoints that could provide live data to the website beyond what simple store pages offer","type":"preference","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [3] (ID: 4788cc98-3e8d-4bd5-8400-8dfb81e10f65) is already identical: both express the preference for integrating Steam data with version numbers, release dates, update status, and player counts into the website. No new information or refinement is present.","fact":{"content":"The desired Steam endpoints should provide data including version numbers, release dates, update status, and player counts for website integration","type":"preference","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: ae081023-ef9b-4786-a3a3-8c61a93335a8
memory_id: ac31984e-c6f6-42fb-9972-c76a236899ef
job_type: extract
status: completed
leased_at: 2026-02-26T07:07:33.968Z
completed_at: 2026-02-26T07:08:07.284Z
created_at: 2026-02-25T17:03:45.898Z
updated_at: 2026-02-26T07:08:07.284Z
result:
  {"facts":[{"content":"Nicholai identified a potential gap between the predictive-memory-scorer.md technical plan document and the high-level VISION.md documentation","type":"fact","confidence":0.95},{"content":"The gap analysis raises the question of whether new concepts introduced in the predictive-memory-scorer.md technical plan should be elevated and incorporated into VISION.md","type":"decision","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"identified","target":"gap between predictive-memory-scorer.md and VISION.md","confidence":0.95},{"source":"predictive-memory-scorer.md","relationship":"contains concepts potentially belonging in","target":"VISION.md","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] (ac31984e) already captures this exact fact: 'Nicholai identified a potential gap between the predictive-memory-scorer.md technical plan and the high-level vision document.' The new fact is redundant and fully covered by existing memory.","fact":{"content":"Nicholai identified a potential gap between the predictive-memory-scorer.md technical plan document and the high-level VISION.md documentation","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate [ac31984e...] already captures this exact insight: Nicholai identified the gap and asked whether concepts from predictive-memory-scorer.md should be elevated to VISION.md. The new fact is a restatement of the same decision point already documented.","fact":{"content":"The gap analysis raises the question of whether new concepts introduced in the predictive-memory-scorer.md technical plan should be elevated and incorporated into VISION.md","type":"decision","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 11a96f01-4f3e-4af4-95dc-324f3c0fb791
memory_id: 8f25350c-9823-4f99-ba42-a063298c53e6
job_type: extract
status: completed
leased_at: 2026-02-26T07:08:09.287Z
completed_at: 2026-02-26T07:09:18.226Z
created_at: 2026-02-25T17:03:45.924Z
updated_at: 2026-02-26T07:09:18.226Z
result:
  {"facts":[{"content":"The predictive-memory-scorer.md document describes a per-user model trained on interaction history that learns memory relevance patterns","type":"semantic","confidence":0.95},{"content":"The per-user memory model learns three things: what makes memories relevant to the user, which temporal patterns matter for memory retrieval, and which memories actually helped the user","type":"semantic","confidence":0.95},{"content":"The per-user memory model trains locally without cloud infrastructure or shared weights across users","type":"decision","confidence":0.9},{"content":"Local-only training without shared weights in the memory model prioritizes user privacy and enables personalized relevance learning without centralized infrastructure","type":"rationale","confidence":0.85}],"entities":[{"source":"predictive-memory-scorer.md","relationship":"describes","target":"per-user memory model","confidence":0.95},{"source":"per-user memory model","relationship":"trained-on","target":"interaction history","confidence":0.95},{"source":"per-user memory model","relationship":"learns","target":"memory relevance patterns","confidence":0.95},{"source":"per-user memory model","relationship":"learns","target":"temporal patterns","confidence":0.95},{"source":"per-user memory model","relationship":"trains-with","target":"local infrastructure only","confidence":0.9},{"source":"per-user memory model","relationship":"doesn't-use","target":"shared weights across users","confidence":0.9}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate [3] already comprehensively captures this concept: 'a per-user model trained on interaction history that learns what makes memories relevant.' The new fact is a restatement of content already documented with additional context about local training and no shared weights.","fact":{"content":"The predictive-memory-scorer.md document describes a per-user model trained on interaction history that learns memory relevance patterns","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] (ID: 8f25350c-9823-4f99-ba42-a063298c53e6) already captures all three learning objectives from the new fact: what makes memories relevant, what temporal patterns matter, and which memories helped. The new fact is a restatement of existing memory content with less detail.","fact":{"content":"The per-user memory model learns three things: what makes memories relevant to the user, which temporal patterns matter for memory retrieval, and which memories actually helped the user","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already explicitly captured in candidate 4 (ID: 8f25350c-9823-4f99-ba42-a063298c53e6), which states: 'this model trains locally with no cloud infrastructure or shared weights.' Candidate 5 also conveys the same core idea. No new information to add.","fact":{"content":"The per-user memory model trains locally without cloud infrastructure or shared weights across users","type":"decision","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"New fact is substantively identical to candidate [2], which already captures 'on-device and individual-weights design prioritizes user privacy, ownership, and personalization.' The new fact uses slightly different phrasing ('local-only training without shared weights' vs 'on-device and individual-weights') but expresses the same core rationale. Candidate [2] is sufficient.","fact":{"content":"Local-only training without shared weights in the memory model prioritizes user privacy and enables personalized relevance learning without centralized infrastructure","type":"rationale","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: b0128797-f6d9-4257-9f76-b5b23ce2cdc0
memory_id: 98befb99-061b-4f60-8296-041485e25eaf
job_type: extract
status: completed
leased_at: 2026-02-26T07:09:20.228Z
completed_at: 2026-02-26T07:10:24.532Z
created_at: 2026-02-25T17:03:45.949Z
updated_at: 2026-02-26T07:10:24.532Z
result:
  {"facts":[{"content":"Signet is proposed to learn what to remember about each user by training a personalized model based on their individual interaction patterns","type":"decision","confidence":0.9},{"content":"Signet's per-user personalization model becomes progressively sharper and more accurate the longer a user interacts with the system over time","type":"semantic","confidence":0.9},{"content":"Signet's personalization operates entirely locally without cloud storage or remote data transmission","type":"decision","confidence":0.9},{"content":"Signet uses model weights that are unique and local to each individual user rather than shared across the user base","type":"decision","confidence":0.9}],"entities":[{"source":"Signet","relationship":"learns what to remember from","target":"user interaction patterns","confidence":0.9},{"source":"Signet","relationship":"trains personalized model unique to","target":"each user","confidence":0.9},{"source":"personalization model","relationship":"improves over","target":"time with continued usage","confidence":0.9},{"source":"Signet","relationship":"operates without","target":"cloud storage","confidence":0.9},{"source":"Signet","relationship":"uses","target":"per-user model weights (not shared)","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is a high-level summary of the core concept already comprehensively captured in candidates 1 (Rust transformer per-user), 4 (memory ranking model with cross-attention), and 5 (per-user model trained on interaction history, locally). The specific proposal is well-documented across these existing memories.","fact":{"content":"Signet is proposed to learn what to remember about each user by training a personalized model based on their individual interaction patterns","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this exact concept: 'The user-specific ML model in Signet improves in quality and sharpness the longer the system is used by that user.' Candidate [5] also covers it in VISION.md context. New fact is redundant with existing memories.","fact":{"content":"Signet's per-user personalization model becomes progressively sharper and more accurate the longer a user interacts with the system over time","type":"semantic","confidence":0.9}},{"action":"update","targetMemoryId":"c65f5d0c-386c-4320-b4c3-bdc085c587d4","confidence":0.88,"reason":"New fact provides concrete implementation details (no cloud storage, no remote transmission) that refine and support the existing rationale about on-device design and privacy. Merging creates a more complete memory covering both the 'why' (privacy/ownership benefits) and 'how' (entirely local operation).","fact":{"content":"Signet's personalization operates entirely locally without cloud storage or remote data transmission","type":"decision","confidence":0.9},"targetContent":"The on-device and individual-weights design for Signet's learning model prioritizes user privacy, ownership, and personalization over centralized training efficiency"},{"action":"none","confidence":0.95,"reason":"New fact is already well-captured by existing candidates, particularly #4 which explicitly describes per-user models with no shared weights and no cloud infrastructure. Candidates #2 and #5 also cover the privacy/ownership rationale and model uniqueness. No new information to add.","fact":{"content":"Signet uses model weights that are unique and local to each individual user rather than shared across the user base","type":"decision","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: bf062cac-f3ae-4691-9f86-ba4760089969
memory_id: a20f7872-b13e-413f-90e8-19ee000d020b
job_type: extract
status: completed
leased_at: 2026-02-26T07:10:26.533Z
completed_at: 2026-02-26T07:11:35.657Z
created_at: 2026-02-25T17:03:45.975Z
updated_at: 2026-02-26T07:11:35.657Z
result:
  {"facts":[{"content":"A decentralization thesis is documented in VISION.md","type":"semantic","confidence":0.95},{"content":"A feature enabling local execution of patterns was added to the project","type":"fact","confidence":0.85},{"content":"The local pattern execution capability provides time-improving functionality","type":"fact","confidence":0.8},{"content":"The local pattern execution feature reinforces the decentralization thesis documented in VISION.md","type":"decision","confidence":0.9},{"content":"The local pattern execution feature was accepted and applied to the project","type":"fact","confidence":0.95}],"entities":[{"source":"decentralization thesis","relationship":"documented-in","target":"VISION.md","confidence":0.95},{"source":"local pattern execution","relationship":"reinforces","target":"decentralization thesis","confidence":0.9},{"source":"local pattern execution","relationship":"provides","target":"time-improving capability","confidence":0.8}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] already comprehensively captures this fact: 'The decentralization thesis is a core philosophy documented in VISION.md that guides Signetai development decisions.' The new fact adds no novel information.","fact":{"content":"A decentralization thesis is documented in VISION.md","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"Candidate [3] already covers local pattern execution as a core capability ('Your patterns, running locally'). New fact confirms this feature exists but adds no materially new information to the existing memory.","fact":{"content":"A feature enabling local execution of patterns was added to the project","type":"fact","confidence":0.85}},{"action":"none","confidence":0.8,"reason":"Candidate 1 already covers this concept: it discusses patterns running locally with time-improving functionality in the context of decentralization. The new fact is a restatement of existing memory without additional information.","fact":{"content":"The local pattern execution capability provides time-improving functionality","type":"fact","confidence":0.8}},{"action":"none","confidence":0.9,"reason":"Candidate [3] already documents this exact concept: local pattern execution reinforcing the decentralization thesis in VISION.md. The new fact is redundant with existing memory coverage.","fact":{"content":"The local pattern execution feature reinforces the decentralization thesis documented in VISION.md","type":"decision","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Candidate [2] already captures that local pattern execution was accepted and applied to the project. The new fact is a clearer restatement of what's already documented in that memory.","fact":{"content":"The local pattern execution feature was accepted and applied to the project","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 0b217aeb-71b1-4619-b7c0-188b5ae3711e
memory_id: f6e76f41-f5e5-423d-8d0d-e4b2ce076198
job_type: extract
status: completed
leased_at: 2026-02-26T07:11:37.659Z
completed_at: 2026-02-26T07:12:45.373Z
created_at: 2026-02-25T17:03:46.040Z
updated_at: 2026-02-26T07:12:45.373Z
result:
  {"facts":[{"content":"TypeScript code in this project must not use `as` type assertions, which violates project convention","type":"decision","confidence":0.9},{"content":"TypeScript code in this project must use `unknown` with narrowing instead of `any` types, as documented in CLAUDE.md","type":"decision","confidence":0.9},{"content":"TypeScript code in this project must use explicit null checks instead of non-null assertions (`!`)","type":"decision","confidence":0.9},{"content":"A code-scanning agent is tasked with detecting TypeScript discipline violations and code duplication in the project","type":"procedural","confidence":0.85}],"entities":[{"source":"project","relationship":"prohibits","target":"`as` type assertions","confidence":0.9},{"source":"project","relationship":"requires","target":"`unknown` with narrowing","confidence":0.9},{"source":"project","relationship":"requires","target":"explicit null checks","confidence":0.9},{"source":"project","relationship":"rejects","target":"`any` types","confidence":0.9},{"source":"CLAUDE.md","relationship":"documents","target":"`unknown` narrowing convention","confidence":0.85},{"source":"scanning agent","relationship":"detects","target":"TypeScript violations","confidence":0.85},{"source":"scanning agent","relationship":"detects","target":"code duplication","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Memory ID 98832682-fb8b-4116-8c08-13929475aeac already comprehensively covers this rule: 'no 'as' assertions (fix types instead)' is explicitly listed in the procedural conventions alongside related type discipline rules. The new fact restates what's already documented.","fact":{"content":"TypeScript code in this project must not use `as` type assertions, which violates project convention","type":"decision","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"New fact is project-specific to openmarketui (prediction-markets) TypeScript discipline. Candidate [4] addresses the same rule but for 'signetai project', suggesting different codebases. Candidate [5] describes a tool's responsibilities rather than the rule itself. The new fact should be stored as a dedicated memory for this project's TypeScript style enforcement.","fact":{"content":"TypeScript code in this project must use `unknown` with narrowing instead of `any` types, as documented in CLAUDE.md","type":"decision","confidence":0.9}},{"action":"update","targetMemoryId":"21f30c9e-6f89-445d-b333-0c36463eef54","confidence":0.95,"reason":"New fact matches existing decision but is more general (not signetai-specific). Merge into broader project convention: TypeScript across projects prohibits non-null assertions; explicit null checks required per CLAUDE.md style guidelines.","fact":{"content":"TypeScript code in this project must use explicit null checks instead of non-null assertions (`!`)","type":"decision","confidence":0.9},"targetContent":"The signetai project prohibits `!` non-null assertions; developers must use explicit null checks instead (per CLAUDE.md style & conventions)"},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by existing candidate f6e76f41-f5e5-423d-8d0d-e4b2ce076198 (procedural fact about second agent detecting TypeScript discipline violations and duplication with specific scanning patterns for `as`, `any`, and `!` assertions). The new fact adds no additional detail or context.","fact":{"content":"A code-scanning agent is tasked with detecting TypeScript discipline violations and code duplication in the project","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: a18e438c-1ae8-4f9c-8035-7bcec5bf14e4
memory_id: a1f1fad4-cc38-4424-ae68-f5f1aaae487b
job_type: extract
status: completed
leased_at: 2026-02-26T07:12:47.375Z
completed_at: 2026-02-26T07:13:58.380Z
created_at: 2026-02-25T17:03:46.085Z
updated_at: 2026-02-26T07:13:58.380Z
result:
  {"facts":[{"content":"Legacy databases accumulated memories without being processed through the extraction pipeline","type":"fact","confidence":0.95},{"content":"The extraction pipeline uses content_hash uniqueness constraints to detect duplicate memories at write time","type":"fact","confidence":0.95},{"content":"The extraction pipeline's current duplicate detection mechanism only catches exact duplicates","type":"fact","confidence":0.95},{"content":"A feature is being implemented to address the limitation of legacy databases that accumulated memories before the extraction pipeline was established","type":"decision","confidence":0.85}],"entities":[{"source":"legacy databases","relationship":"accumulated memories without processing through","target":"extraction pipeline","confidence":0.95},{"source":"extraction pipeline","relationship":"uses","target":"content_hash uniqueness constraints","confidence":0.95},{"source":"extraction pipeline","relationship":"detects at write time","target":"exact duplicate memories","confidence":0.95},{"source":"feature","relationship":"addresses","target":"legacy database memory accumulation issue","confidence":0.85}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate [5] already covers this fact with additional context: 'legacy databases that accumulated memories without the extraction pipeline.' The new fact is a simplified restatement of information already captured.","fact":{"content":"Legacy databases accumulated memories without being processed through the extraction pipeline","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Core information already captured in candidate [2] which documents that duplicates are prevented at write time via content_hash uniqueness constraints","fact":{"content":"The extraction pipeline uses content_hash uniqueness constraints to detect duplicate memories at write time","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate 5 already explicitly states the pipeline 'currently only catch exact duplicates at write time via content_hash uniqueness constraints.' The new fact is a direct restatement of information already captured in that memory.","fact":{"content":"The extraction pipeline's current duplicate detection mechanism only catches exact duplicates","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate [5] already explicitly covers this fact: it states the feature addresses legacy databases that accumulated memories without the extraction pipeline. The new fact is a less specific restatement of the same decision already captured in that memory.","fact":{"content":"A feature is being implemented to address the limitation of legacy databases that accumulated memories before the extraction pipeline was established","type":"decision","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: b7166ebe-37ab-49d9-9386-3bbb112209ff
memory_id: 686d637d-1999-4166-8ece-cca12d18d188
job_type: extract
status: completed
leased_at: 2026-02-26T07:14:00.394Z
completed_at: 2026-02-26T07:15:19.486Z
created_at: 2026-02-25T17:03:46.112Z
updated_at: 2026-02-26T07:15:19.486Z
result:
  {"facts":[{"content":"The repair action plan spans 6 files in the codebase","type":"procedural","confidence":0.9},{"content":"The repair action uses a two-phase approach: Phase 1 performs exact hash clustering using SQL GROUP BY (computationally cheap), followed by optional Phase 2 semantic clustering via KNN on embedded memories","type":"procedural","confidence":0.85},{"content":"Exact hash clustering in Phase 1 uses SQL GROUP BY as the implementation mechanism","type":"procedural","confidence":0.9},{"content":"Phase 2 semantic clustering uses K-Nearest Neighbors (KNN) algorithm operating on embedded memories","type":"procedural","confidence":0.85},{"content":"Phase 2 semantic clustering via KNN is optional in the repair action, not required","type":"decision","confidence":0.85}],"entities":[{"source":"repair action plan","relationship":"spans","target":"6 files","confidence":0.9},{"source":"repair action","relationship":"uses","target":"two-phase approach","confidence":0.9},{"source":"Phase 1","relationship":"uses","target":"exact hash clustering","confidence":0.9},{"source":"exact hash clustering","relationship":"implemented_with","target":"SQL GROUP BY","confidence":0.9},{"source":"Phase 2","relationship":"uses","target":"semantic clustering via KNN","confidence":0.85},{"source":"KNN clustering","relationship":"operates_on","target":"embedded memories","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact information: 'The plan spans 6 files' with additional context about the two-phase repair action (exact hash clustering + semantic clustering via KNN). New fact provides no additional details beyond what's already stored.","fact":{"content":"The repair action plan spans 6 files in the codebase","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 5 (ID: 686d637d-1999-4166-8ece-cca12d18d188) already covers this exact fact: describes the two-phase repair action with Phase 1 (exact hash clustering via SQL GROUP BY) and Phase 2 (optional semantic clustering via KNN). New fact adds no novel information or corrections.","fact":{"content":"The repair action uses a two-phase approach: Phase 1 performs exact hash clustering using SQL GROUP BY (computationally cheap), followed by optional Phase 2 semantic clustering via KNN on embedded memories","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by existing candidate 4 (bff6bd87-3b3c-4e28-b686-14959395c208) which explicitly states 'uses SQL GROUP BY for phase 1', and candidate 5 (686d637d-1999-4166-8ece-cca12d18d188) which mentions 'exact hash clustering (cheap SQL GROUP BY)'. No new information to capture.","fact":{"content":"Exact hash clustering in Phase 1 uses SQL GROUP BY as the implementation mechanism","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Candidates [4] and [5] already comprehensively capture this information: Phase 2 uses KNN for semantic clustering on embedded memories. New fact adds no novel information beyond existing procedural details.","fact":{"content":"Phase 2 semantic clustering uses K-Nearest Neighbors (KNN) algorithm operating on embedded memories","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by existing candidates 2, 4, and 5. Candidate 2 explicitly states Phase 2 is optional, candidate 4 provides rationale for optionality (computational cost vs ML refinement), and candidate 5 describes the two-phase approach including optional KNN clustering. No new information is introduced.","fact":{"content":"Phase 2 semantic clustering via KNN is optional in the repair action, not required","type":"decision","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: c3c520ef-3097-4457-99c2-ed066b6ad1b9
memory_id: c1d973c0-bcc5-41b8-9c50-ecfe58312ba1
job_type: extract
status: completed
leased_at: 2026-02-26T07:15:21.489Z
completed_at: 2026-02-26T07:16:33.830Z
created_at: 2026-02-25T17:03:46.170Z
updated_at: 2026-02-26T07:16:33.830Z
result:
  {"facts":[{"content":"The project implementation is structured as 8 sequential phases: (1) project scaffold, (2) Rust core with main/lib/tray components, (3) platform abstraction, (4) IPC commands, (5) TypeScript state/menu builders, (6) polling loop, (7) icons, and (8) build verification","type":"decision","confidence":0.95},{"content":"Autostart functionality is deferred to future phases beyond the initial 8-phase implementation plan","type":"decision","confidence":0.95},{"content":"Notifications functionality is deferred to future phases beyond the initial 8-phase implementation plan","type":"decision","confidence":0.95},{"content":"Platform-specific launchd support (macOS) is deferred to future phases beyond the initial 8-phase implementation plan","type":"decision","confidence":0.95},{"content":"Platform-specific Windows support is deferred to future phases beyond the initial 8-phase implementation plan","type":"decision","confidence":0.95}],"entities":[{"source":"implementation plan","relationship":"consists of","target":"8 sequential phases","confidence":0.95},{"source":"Rust core phase","relationship":"includes","target":"main/lib/tray components","confidence":0.95},{"source":"implementation plan","relationship":"defers","target":"autostart, notifications, launchd, and Windows support features","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate [5] already captures the identical 8-phase implementation structure with all the same phases in order. The new fact adds no new information and is fully subsumed by the existing memory.","fact":{"content":"The project implementation is structured as 8 sequential phases: (1) project scaffold, (2) Rust core with main/lib/tray components, (3) platform abstraction, (4) IPC commands, (5) TypeScript state/menu builders, (6) polling loop, (7) icons, and (8) build verification","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 5 already captures this exact information: 'Autostart, notifications, and platform-specific launchd/Windows support are deferred to future phases.' The new fact is redundant with existing memory.","fact":{"content":"Autostart functionality is deferred to future phases beyond the initial 8-phase implementation plan","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this: 'Autostart, notifications, and platform-specific launchd/Windows support are deferred to future phases.' The new fact is redundant with existing memory.","fact":{"content":"Notifications functionality is deferred to future phases beyond the initial 8-phase implementation plan","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly covers this fact: it lists 'platform-specific launchd/Windows support' as deferred to future phases beyond the initial 8-phase implementation plan. The new fact is redundant.","fact":{"content":"Platform-specific launchd support (macOS) is deferred to future phases beyond the initial 8-phase implementation plan","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly states that 'platform-specific launchd/Windows support are deferred to future phases.' New fact is already covered.","fact":{"content":"Platform-specific Windows support is deferred to future phases beyond the initial 8-phase implementation plan","type":"decision","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 8c6b5941-092d-4809-baaa-b871b794c77c
memory_id: b68051b1-4a10-4c79-becc-60caa80f99cf
job_type: extract
status: completed
leased_at: 2026-02-26T07:16:35.832Z
completed_at: 2026-02-26T07:17:15.879Z
created_at: 2026-02-25T17:03:46.260Z
updated_at: 2026-02-26T07:17:15.879Z
result:
  {"facts":[{"content":"The OpenClaw adapter implementation is located at packages/adapters/openclaw/src/","type":"fact","confidence":0.95},{"content":"OpenClaw has a plugin runtime mechanism through which Signet tools can be accessed","type":"fact","confidence":0.8}],"entities":[{"source":"OpenClaw adapter implementation","relationship":"located at","target":"packages/adapters/openclaw/src/","confidence":0.95},{"source":"Signet tools","relationship":"available to","target":"OpenClaw plugin runtime","confidence":0.8}],"proposals":[{"action":"none","confidence":0.95,"reason":"This location is already explicitly documented in existing memories: candidate [4] states 'OpenClaw Adapter (`packages/adapters/openclaw/src/`)' and candidate [5] also references this exact path. Candidate [3] further confirms by mentioning specific files in the src/ directory.","fact":{"content":"The OpenClaw adapter implementation is located at packages/adapters/openclaw/src/","type":"fact","confidence":0.95}},{"action":"add","confidence":0.8,"reason":"New architectural fact about OpenClaw's capabilities. Related to candidates [4] and [5] which document the investigation process, but this is a distinct, standalone fact about the capability itself rather than procedural/investigation notes. Should be stored separately for clarity.","fact":{"content":"OpenClaw has a plugin runtime mechanism through which Signet tools can be accessed","type":"fact","confidence":0.8}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: ebc6673d-7651-45ad-8780-b171b11017ea
memory_id: fb1fa031-b548-4e1a-8420-3e9105c50d01
job_type: extract
status: completed
leased_at: 2026-02-26T07:17:17.880Z
completed_at: 2026-02-26T07:18:22.586Z
created_at: 2026-02-25T17:03:46.290Z
updated_at: 2026-02-26T07:18:22.586Z
result:
  {"facts":[{"content":"The approach involves deploying subagents to comprehensively review the oddcore-website codebase","type":"decision","confidence":0.95},{"content":"The oddcore-website codebase review aims to extract procedural knowledge, design patterns, component conventions, and best practices","type":"procedural","confidence":0.95},{"content":"Extracted knowledge from oddcore-website will be organized into skill documentation for reuse","type":"decision","confidence":0.95},{"content":"The skill documentation from oddcore-website review will serve as a reference guide for implementing future website projects","type":"rationale","confidence":0.9}],"entities":[{"source":"subagents","relationship":"deploy to review","target":"oddcore-website codebase","confidence":0.95},{"source":"oddcore-website codebase","relationship":"extract","target":"procedural knowledge, design patterns, component conventions, best practices","confidence":0.95},{"source":"extracted knowledge","relationship":"documented as","target":"skill documentation","confidence":0.95},{"source":"skill documentation","relationship":"serves as reference guide for","target":"future website projects","confidence":0.9}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate [5] already captures this exact approach in detail: 'Deploy subagents to comprehensively review the oddcore-website codebase and extract all procedural knowledge, design patterns, component conventions, and best practices.' The new fact is a simplified restatement of the same decision. No duplication needed.","fact":{"content":"The approach involves deploying subagents to comprehensively review the oddcore-website codebase","type":"decision","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"New fact is already comprehensively covered by candidate [4] (ID: 25fb4e37-02b4-4175-a8ad-ea05c84289b2). Both describe the same thing: extracting procedural knowledge, design patterns, component conventions, and best practices from the oddcore-website codebase review. Minor wording differences ('aims to extract' vs 'extract') do not warrant duplicate storage.","fact":{"content":"The oddcore-website codebase review aims to extract procedural knowledge, design patterns, component conventions, and best practices","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"New fact is already comprehensively covered by existing candidates, particularly [5] which explicitly states the approach of extracting knowledge into skill documentation. Candidates [2] and [3] also capture the goal of creating skill documentation from oddcore-website. No new information to add.","fact":{"content":"Extracted knowledge from oddcore-website will be organized into skill documentation for reuse","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [fb1fa031] already explicitly covers this: 'This creates a reference guide for future website projects.' The new fact is a direct restatement of an existing memory.","fact":{"content":"The skill documentation from oddcore-website review will serve as a reference guide for implementing future website projects","type":"rationale","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 82485340-3ba4-4caa-8287-f1c58c4673b2
memory_id: 402ab503-7507-46ca-8b82-cf500db0e7f8
job_type: extract
status: completed
leased_at: 2026-02-26T07:18:24.587Z
completed_at: 2026-02-26T07:19:33.090Z
created_at: 2026-02-25T17:03:46.325Z
updated_at: 2026-02-26T07:19:33.090Z
result:
  {"facts":[{"content":"User requested adding guidance to AGENTS.md to enforce the use of shadcn-svelte components for all dashboard UI work","type":"decision","confidence":0.95},{"content":"shadcn-svelte components are designated as the standard for all dashboard UI development according to AGENTS.md guidance","type":"procedural","confidence":0.9},{"content":"shadcn-svelte documentation was retrieved from the LLMs reference during the session","type":"procedural","confidence":0.85},{"content":"The current AGENTS.md configuration file was read during the session to incorporate new dashboard UI component standards","type":"procedural","confidence":0.9}],"entities":[{"source":"User","relationship":"requested","target":"AGENTS.md guidance for dashboard UI components","confidence":0.95},{"source":"AGENTS.md","relationship":"enforces","target":"shadcn-svelte components","confidence":0.9},{"source":"shadcn-svelte components","relationship":"applies to","target":"all dashboard UI work","confidence":0.9},{"source":"shadcn-svelte documentation","relationship":"retrieved from","target":"LLMs reference","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate 4 (ID: 402ab503) already explicitly captures this user request to add guidance to AGENTS.md, and candidate 3 (ID: bf5ce8e9) contains the core decision. New fact is redundant with existing memories.","fact":{"content":"User requested adding guidance to AGENTS.md to enforce the use of shadcn-svelte components for all dashboard UI work","type":"decision","confidence":0.95}},{"action":"update","targetMemoryId":"bf5ce8e9-e943-443c-ba7b-a897bbf852c1","confidence":0.95,"reason":"New fact confirms and formalizes the existing decision by documenting that shadcn-svelte standardization is now established in AGENTS.md guidance. Should update the decision memory to reflect this formal status.","fact":{"content":"shadcn-svelte components are designated as the standard for all dashboard UI development according to AGENTS.md guidance","type":"procedural","confidence":0.9},"targetContent":"All Signet dashboard UI work must use components from shadcn-svelte (https://www.shadcn-svelte.com) rather than custom implementations"},{"action":"none","confidence":0.95,"reason":"Candidate [1] already captures this exact procedural fact with greater specificity (includes the exact URL https://www.shadcn-svelte.com/llms.txt). The new fact is subsumed by the existing memory.","fact":{"content":"shadcn-svelte documentation was retrieved from the LLMs reference during the session","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate 4 already comprehensively covers this fact: it explicitly mentions 'reading the current AGENTS.md configuration file' as part of the session to incorporate dashboard UI component standards. The new fact is a subset of existing memory with no additional information.","fact":{"content":"The current AGENTS.md configuration file was read during the session to incorporate new dashboard UI component standards","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: a3d92f45-4071-4ceb-8adc-80e4672fc399
memory_id: 1b94b976-dbd0-41d2-9375-cf24a2320cae
job_type: extract
status: completed
leased_at: 2026-02-26T07:19:35.091Z
completed_at: 2026-02-26T07:20:35.825Z
created_at: 2026-02-25T17:03:46.351Z
updated_at: 2026-02-26T07:20:35.825Z
result:
  {"facts":[{"content":"Guidance is being added to AGENTS.md to standardize component selection and prevent custom implementations when shadcn-svelte alternatives exist","type":"decision","confidence":0.95},{"content":"The guidance in AGENTS.md establishes a preference for using shadcn-svelte components over building custom implementations during development","type":"procedural","confidence":0.95},{"content":"The rationale for preferring shadcn-svelte alternatives is to prevent custom implementations and maintain consistency when pre-built component solutions already exist","type":"rationale","confidence":0.9}],"entities":[{"source":"AGENTS.md","relationship":"documents","target":"component selection guidance","confidence":0.95},{"source":"shadcn-svelte alternatives","relationship":"preferred over","target":"custom component implementations","confidence":0.95},{"source":"guidance","relationship":"standardizes","target":"component selection practices","confidence":0.9}],"proposals":[{"action":"update","targetMemoryId":"1b94b976-dbd0-41d2-9375-cf24a2320cae","confidence":0.95,"reason":"New fact updates candidate [5] from 'was to be added' (past/planned) to 'is being added' (present action). Both describe the same guidance for AGENTS.md component standardization, but new fact reflects current status. Merge by updating tense to confirm active implementation.","fact":{"content":"Guidance is being added to AGENTS.md to standardize component selection and prevent custom implementations when shadcn-svelte alternatives exist","type":"decision","confidence":0.95},"targetContent":"The guidance was to be added to the AGENTS.md file to standardize component selection and prevent custom implementations when shadcn-svelte alternatives exist."},{"action":"none","confidence":0.92,"reason":"Candidate [3] (ID: 2cfa03ac-f1b0-4d17-9410-7ae1c0e29c62) already captures this exact procedural guidance: 'The component selection guidance specifies that shadcn-svelte alternatives should be preferred over custom implementations.' The new fact restates this same preference without adding new information.","fact":{"content":"The guidance in AGENTS.md establishes a preference for using shadcn-svelte components over building custom implementations during development","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this rationale: standardizing component selection to prevent custom implementations when shadcn-svelte alternatives exist. The new fact restates the same core rationale with slightly different wording but adds no substantial new information.","fact":{"content":"The rationale for preferring shadcn-svelte alternatives is to prevent custom implementations and maintain consistency when pre-built component solutions already exist","type":"rationale","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 913c8415-4a8d-4569-aecb-db04d49f9de8
memory_id: 193c203b-02f9-49ed-8b43-fea529b49d8c
job_type: extract
status: completed
leased_at: 2026-02-26T07:20:37.826Z
completed_at: 2026-02-26T07:21:31.824Z
created_at: 2026-02-25T17:03:46.379Z
updated_at: 2026-02-26T07:21:31.824Z
result:
  {"facts":[{"content":"Nicholai implemented a multi-layer guard mechanism in the Signet daemon scheduler to prevent infinite recursive extraction loops","type":"decision","confidence":0.95},{"content":"The Signet daemon scheduler's extraction process is protected by a multi-layer guard mechanism that prevents infinite recursion","type":"procedural","confidence":0.9},{"content":"Infinite recursive extraction loops are a failure mode that can occur in the Signet daemon scheduler without guard mechanisms","type":"semantic","confidence":0.85}],"entities":[{"source":"Nicholai","relationship":"implemented","target":"multi-layer guard mechanism","confidence":0.95},{"source":"multi-layer guard mechanism","relationship":"prevents","target":"infinite recursive extraction loops","confidence":0.95},{"source":"multi-layer guard mechanism","relationship":"deployed_in","target":"Signet daemon scheduler","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [5] already contains this exact fact: 'Nicholai implemented a multi-layer guard mechanism to prevent infinite recursive extraction loops in the Signet daemon scheduler.' The new fact is identical in content, just with different word order.","fact":{"content":"Nicholai implemented a multi-layer guard mechanism in the Signet daemon scheduler to prevent infinite recursive extraction loops","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by candidate [5] ('multi-layer guard mechanism to prevent infinite recursive extraction loops in the Signet daemon scheduler') and candidate [4] provides implementation detail (sentinel-based hook guard). No new information is added.","fact":{"content":"The Signet daemon scheduler's extraction process is protected by a multi-layer guard mechanism that prevents infinite recursion","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"The new fact restates a failure mode already well-documented by existing candidates: [4] describes the scheduler mechanism that creates infinite loops, [3] explains the sentinel guard that prevents them, and [5] documents the implementation. The new fact adds no novel information beyond what's implied by understanding these existing mechanisms and their guard layers.","fact":{"content":"Infinite recursive extraction loops are a failure mode that can occur in the Signet daemon scheduler without guard mechanisms","type":"semantic","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: f17ca478-5616-4332-82a5-40e3323ed1dd
memory_id: f0240e10-8cf8-4937-bfba-3796f8610ecf
job_type: extract
status: completed
leased_at: 2026-02-26T07:21:33.824Z
completed_at: 2026-02-26T07:22:27.410Z
created_at: 2026-02-26T07:02:23.438Z
updated_at: 2026-02-26T07:22:27.410Z
result:
  {"facts":[{"content":"Nicholai requested a comprehensive audit of the OpenMarketUI codebase to ensure the project name is reflected consistently across all files and configurations","type":"decision","confidence":0.95},{"content":"An Explore-type subagent was deployed to systematically search for naming inconsistencies in the OpenMarketUI codebase","type":"procedural","confidence":0.95},{"content":"The Explore subagent is used for automating systematic searches across codebases for pattern matching and inconsistency detection","type":"semantic","confidence":0.85}],"entities":[{"source":"Nicholai","relationship":"requested","target":"comprehensive naming audit of OpenMarketUI codebase","confidence":0.95},{"source":"naming audit","relationship":"goal","target":"ensure consistent project name reflection across files and configurations","confidence":0.95},{"source":"Explore subagent","relationship":"deployed_for","target":"systematic search for naming inconsistencies","confidence":0.95},{"source":"Explore subagent","relationship":"agent_type","target":"Explore","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"New fact is OpenMarketUI-specific audit request for naming consistency. Existing candidates cover Signetai and oddcore-website projects or general CLAUDE.md audits, not this specific OpenMarketUI naming audit.","fact":{"content":"Nicholai requested a comprehensive audit of the OpenMarketUI codebase to ensure the project name is reflected consistently across all files and configurations","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already captured in existing memory [ID: f0240e10-8cf8-4937-bfba-3796f8610ecf], which documents the same OpenMarketUI naming audit and Explore subagent deployment for identifying naming inconsistencies","fact":{"content":"An Explore-type subagent was deployed to systematically search for naming inconsistencies in the OpenMarketUI codebase","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.75,"reason":"New fact is a general procedural principle about Explore's core purpose (systematic codebase searching for patterns/inconsistencies). Candidate 5 is a specific instance (naming audit in OpenmarketUI). The general principle should be stored separately as a reusable procedural reference.","fact":{"content":"The Explore subagent is used for automating systematic searches across codebases for pattern matching and inconsistency detection","type":"semantic","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":2,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":2},"warnings":[]}


id: 4aabe878-efef-4223-8bea-425966e92dc9
memory_id: f335d723-5e40-43f3-b13e-b2dcfec496d5
job_type: extract
status: completed
leased_at: 2026-02-26T07:22:29.412Z
completed_at: 2026-02-26T07:24:13.242Z
created_at: 2026-02-26T07:02:23.448Z
updated_at: 2026-02-26T07:24:13.242Z
result:
  {"facts":[{"content":"An audit examined all package.json files across the project, specifically verifying the 'name' field configuration","type":"procedural","confidence":0.9},{"content":"An audit examined all Cargo.toml files and their package definitions","type":"procedural","confidence":0.9},{"content":"An audit examined README files and documentation titles for consistency","type":"procedural","confidence":0.9},{"content":"An audit examined HTML/meta tags and configuration files","type":"procedural","confidence":0.9},{"content":"An audit examined web/ directory components including index.astro and Layout.astro","type":"procedural","confidence":0.9},{"content":"An exploration audit workflow was initiated but remained incomplete at the time this snapshot was taken","type":"fact","confidence":0.85}],"entities":[{"source":"audit","relationship":"examined","target":"package.json files","confidence":0.9},{"source":"audit","relationship":"examined","target":"Cargo.toml files","confidence":0.9},{"source":"audit","relationship":"examined","target":"README files and documentation","confidence":0.9},{"source":"audit","relationship":"examined","target":"HTML/meta tags and configuration files","confidence":0.9},{"source":"audit","relationship":"examined","target":"web/ directory components","confidence":0.9},{"source":"exploration workflow","relationship":"has status","target":"in progress","confidence":0.85}],"proposals":[{"action":"none","confidence":0.85,"reason":"Candidate [f335d723] already captures that the audit examined 'All package.json files and their `name` fields' as part of the comprehensive naming audit. The new fact is a confirmation/restatement of information already present in that memory.","fact":{"content":"An audit examined all package.json files across the project, specifically verifying the 'name' field configuration","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] (ID: f335d723...) already documents that the comprehensive naming audit examined 'All Cargo.toml files and package definitions' as part of its systematic coverage. The new fact is already captured in existing memory.","fact":{"content":"An audit examined all Cargo.toml files and their package definitions","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly lists 'README files and documentation titles' as part of the OpenmarketUI naming audit scope. The new fact is a subset of what's already documented in that candidate.","fact":{"content":"An audit examined README files and documentation titles for consistency","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly lists 'HTML/meta tags and configuration files' as part of the audit scope. The new fact is covered by the existing memory.","fact":{"content":"An audit examined HTML/meta tags and configuration files","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly documents the web/ directory audit including index.astro and Layout.astro as part of comprehensive coverage. New fact does not add information beyond what's already captured.","fact":{"content":"An audit examined web/ directory components including index.astro and Layout.astro","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"The new fact is already comprehensively covered by existing candidates #4 and #5. Candidate #5 is particularly detailed, explicitly capturing that an exploration audit workflow was initiated covering specific scopes (package.json, Cargo.toml, README, HTML/meta tags, web/ components) and remained in progress at snapshot time. No new information is added by the incoming fact.","fact":{"content":"An exploration audit workflow was initiated but remained incomplete at the time this snapshot was taken","type":"fact","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: a6f02faa-1819-4ddb-9fe4-1f0d32389a13
memory_id: cfd7f31a-9c15-48f9-b8a1-80be6cd167f4
job_type: extract
status: completed
leased_at: 2026-02-26T07:24:15.244Z
completed_at: 2026-02-26T07:25:10.850Z
created_at: 2026-02-26T07:06:37.159Z
updated_at: 2026-02-26T07:25:10.850Z
result:
  {"facts":[{"content":"The `/openmarketui-design` skill is used to refine the OpenMarketUI web/ site design","type":"procedural","confidence":0.95},{"content":"The `/openmarketui-design` skill accepts design annotations extracted from screenshots as input for design refinement","type":"procedural","confidence":0.95}],"entities":[{"source":"/openmarketui-design skill","relationship":"refines","target":"web/ site","confidence":0.95},{"source":"/openmarketui-design skill","relationship":"accepts_input","target":"design annotations from screenshots","confidence":0.95}],"proposals":[{"action":"update","targetMemoryId":"cfd7f31a-9c15-48f9-b8a1-80be6cd167f4","confidence":0.9,"reason":"New fact provides a clearer procedural statement about the `/openmarketui-design` skill's purpose. Existing candidate [2] is about a specific session instance invoking this skill. Merging creates a more complete memory: the skill's general purpose + how it's used in practice.","fact":{"content":"The `/openmarketui-design` skill is used to refine the OpenMarketUI web/ site design","type":"procedural","confidence":0.95},"targetContent":"## OpenMarketUI Design Refinement Session began with user invoking the `/openmarketui-design` skill to refine the web/ site based on design annotations from a screenshot."},{"action":"update","targetMemoryId":"cfd7f31a-9c15-48f9-b8a1-80be6cd167f4","confidence":0.88,"reason":"New fact clarifies the procedural capability of the /openmarketui-design skill (accepts design annotations from screenshots). Candidate [2] documents a session using this skill with the same capability. Merging provides explicit documentation of the skill's input/output format alongside the session context.","fact":{"content":"The `/openmarketui-design` skill accepts design annotations extracted from screenshots as input for design refinement","type":"procedural","confidence":0.95},"targetContent":"## OpenMarketUI Design Refinement Session began with user invoking the `/openmarketui-design` skill to refine the web/ site based on design annotations from a screenshot."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 451a3861-f755-4440-b99d-2530a4847955
memory_id: 7b933b4a-b0ae-4e4e-9f1d-13da5df6ccd2
job_type: extract
status: completed
leased_at: 2026-02-26T07:25:12.851Z
completed_at: 2026-02-26T07:26:01.310Z
created_at: 2026-02-26T07:06:37.170Z
updated_at: 2026-02-26T07:26:01.310Z
result:
  {"facts":[{"content":"User provided detailed visual design specifications as reference material to guide alignment of the site with their intended design system","type":"decision","confidence":0.9},{"content":"The web directory contains an Astro-based static site","type":"fact","confidence":0.95},{"content":"The Astro-based static site in the web directory is deployed to Cloudflare Pages","type":"fact","confidence":0.95}],"entities":[{"source":"User","relationship":"provides","target":"visual design specifications","confidence":0.9},{"source":"web directory","relationship":"contains","target":"Astro-based static site","confidence":0.95},{"source":"Astro-based static site","relationship":"deployed to","target":"Cloudflare Pages","confidence":0.95},{"source":"site","relationship":"aligns with","target":"intended design system","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact fact verbatim: 'The user provided detailed visual design specifications as reference material for matching the site more closely to their intended design system.' New fact adds no novel information beyond what's already stored.","fact":{"content":"User provided detailed visual design specifications as reference material to guide alignment of the site with their intended design system","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Existing candidate [5] already captures this fact with additional context: 'The web directory contains an Astro-based static site deployed to Cloudflare Pages.' The new fact is a subset of information already in memory.","fact":{"content":"The web directory contains an Astro-based static site","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains this exact fact: 'The web directory contains an Astro-based static site deployed to Cloudflare Pages.' New fact adds no additional information.","fact":{"content":"The Astro-based static site in the web directory is deployed to Cloudflare Pages","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 8202194f-6abc-405d-baba-4ddd42c35a7e
memory_id: df9e52d3-1196-4ef0-a54a-c570ef76bd61
job_type: extract
status: completed
leased_at: 2026-02-26T07:26:03.313Z
completed_at: 2026-02-26T07:26:55.145Z
created_at: 2026-02-26T07:06:37.180Z
updated_at: 2026-02-26T07:26:55.145Z
result:
  {"facts":[{"content":"User is actively working to align the visual presentation of OpenMarketUI with the project's design system specifications","type":"fact","confidence":0.9},{"content":"A design specification review has been initiated for OpenMarketUI visual alignment work","type":"procedural","confidence":0.85},{"content":"Full refinement work on OpenMarketUI visual alignment is not yet visible in the conversation history due to truncation of prior context","type":"fact","confidence":0.8}],"entities":[{"source":"User","relationship":"working on","target":"OpenMarketUI visual presentation alignment","confidence":0.9},{"source":"visual presentation","relationship":"aligning with","target":"OpenMarketUI design system specifications","confidence":0.9},{"source":"design specification review","relationship":"status","target":"initiated","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate 5 (ID: df9e52d3-1196-4ef0-a54a-c570ef76bd61) already captures this exact fact: 'User is working to align the visual presentation with OpenMarketUI's design system specifications.' The new fact is duplicate information already in persistent memory.","fact":{"content":"User is actively working to align the visual presentation of OpenMarketUI with the project's design system specifications","type":"fact","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate [5] already captures that 'Design specification review initiated' for OpenMarketUI visual alignment. New fact is redundant with existing memory.","fact":{"content":"A design specification review has been initiated for OpenMarketUI visual alignment work","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.9,"reason":"Candidate [5] already captures the same fact: 'full refinement work not yet visible in conversation history due to truncation.' The new fact is a restatement of existing memory.","fact":{"content":"Full refinement work on OpenMarketUI visual alignment is not yet visible in the conversation history due to truncation of prior context","type":"fact","confidence":0.8}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: bc4642d4-007a-4f03-9da5-199f9fc5fe95
memory_id: 9d939814-aed0-44ce-ac6a-a8cf84d75f14
job_type: extract
status: completed
leased_at: 2026-02-26T07:26:57.146Z
completed_at: 2026-02-26T07:27:51.005Z
created_at: 2026-02-26T07:08:59.781Z
updated_at: 2026-02-26T07:27:51.005Z
result:
  {"facts":[{"content":"Session initialization occurred at 07:08 UTC with Signet hook execution","type":"procedural","confidence":0.95},{"content":"Claude Code remote control bridge was activated during session initialization at 07:08 UTC","type":"procedural","confidence":0.9},{"content":"No coding work was performed during the session; only initialization occurred","type":"fact","confidence":0.95}],"entities":[{"source":"session initialization","relationship":"executed","target":"Signet hooks","confidence":0.95},{"source":"session initialization","relationship":"activated","target":"Claude Code remote control bridge","confidence":0.9},{"source":"session","relationship":"performed","target":"no coding work","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact event: session initialization at 07:08 UTC with Signet hook execution. The existing memory is more detailed and self-contained.","fact":{"content":"Session initialization occurred at 07:08 UTC with Signet hook execution","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] (ID: 9d939814-aed0-44ce-ac6a-a8cf84d75f14) already captures this exact event: session initialization at 07:08 UTC with Claude Code remote control bridge activated. The new fact adds no additional information or detail.","fact":{"content":"Claude Code remote control bridge was activated during session initialization at 07:08 UTC","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.85,"reason":"This pattern (session initialization with no coding work) is already well-documented across existing candidates (e.g., IDs fde3ccf1, c5f6a49f, 9d939814). The new fact is generic and redundant with what's already captured. No new information would be added by storing it separately.","fact":{"content":"No coding work was performed during the session; only initialization occurred","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 7831c3de-3369-4c24-9ebf-73888c4d4f24
memory_id: 5f725251-d4b8-423d-841e-05d6998b2fc6
job_type: extract
status: completed
leased_at: 2026-02-26T07:28:22.240Z
completed_at: 2026-02-26T07:30:04.891Z
created_at: 2026-02-26T07:22:01.549Z
updated_at: 2026-02-26T07:30:04.891Z
result:
  {"facts":[{"content":"OpenMarketUI was initially characterized as a prediction market trading platform/engine","type":"fact","confidence":0.95},{"content":"OpenMarketUI is fundamentally a trading strategy IDE (Integrated Development Environment)","type":"decision","confidence":0.95},{"content":"OpenMarketUI is positioned as an interface-first product, not a backend platform","type":"decision","confidence":0.9},{"content":"OpenMarketUI enables users to build heuristic trading algorithms through its UI","type":"fact","confidence":0.95},{"content":"OpenMarketUI enables users to train custom trading models from the interface","type":"fact","confidence":0.95},{"content":"OpenMarketUI enables users to manage the full strategy lifecycle from inception through execution","type":"fact","confidence":0.95},{"content":"The initial positioning as a prediction market trading platform/engine conflicted with the actual product intent as an IDE. The correction emphasizes that OpenMarketUI's value is in the user interface and strategy composition experience, not backend execution capabilities alone.","type":"rationale","confidence":0.9}],"entities":[{"source":"OpenMarketUI","relationship":"is","target":"trading strategy IDE","confidence":0.95},{"source":"OpenMarketUI","relationship":"positioned_as","target":"interface-first product","confidence":0.9},{"source":"OpenMarketUI","relationship":"was_initially_described_as","target":"prediction market trading platform/engine","confidence":0.95},{"source":"OpenMarketUI","relationship":"enables","target":"building heuristic algorithms","confidence":0.95},{"source":"OpenMarketUI","relationship":"enables","target":"training custom trading models","confidence":0.95},{"source":"OpenMarketUI","relationship":"enables","target":"managing full strategy lifecycle","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Existing candidate [4] (ID: 5f725251-d4b8-423d-841e-05d6998b2fc6) already comprehensively captures this fact: it explicitly states the initial characterization as a prediction market trading platform/engine AND the clarified positioning as a trading strategy IDE. New fact is fully covered by existing memory.","fact":{"content":"OpenMarketUI was initially characterized as a prediction market trading platform/engine","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this core insight comprehensively, including the IDE positioning, interface-first approach, and full strategy lifecycle management. New fact is redundant with existing memory.","fact":{"content":"OpenMarketUI is fundamentally a trading strategy IDE (Integrated Development Environment)","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact positioning: 'the web and watchtower UI layers are the actual product surface, not auxiliary dashboards. Users compose strategies and train models through the interface.' Also candidate [5] reinforces it: 'Rust backend...is enabler, not the primary deliverable.' The new fact is redundant with existing memories.","fact":{"content":"OpenMarketUI is positioned as an interface-first product, not a backend platform","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively covered by candidate #5, which explicitly states OpenMarketUI is a 'trading strategy IDE' for users to 'build heuristic algorithms' with a 'user-friendly, performant UI'. The new fact is a more specific restatement of information already in existing memory.","fact":{"content":"OpenMarketUI enables users to build heuristic trading algorithms through its UI","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"New fact is already covered by candidate 5f725251: the existing memory explicitly states OpenMarketUI is a trading strategy IDE for users to 'train custom trading models' as part of the full strategy lifecycle. The new fact adds no novel information.","fact":{"content":"OpenMarketUI enables users to train custom trading models from the interface","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing memory [3] already captures this exact concept: 'manage the full strategy lifecycle from a user-friendly, performant UI' is explicitly stated as part of OpenMarketUI's positioning as a trading strategy IDE","fact":{"content":"OpenMarketUI enables users to manage the full strategy lifecycle from inception through execution","type":"fact","confidence":0.95}},{"action":"update","targetMemoryId":"5f725251-d4b8-423d-841e-05d6998b2fc6","confidence":0.85,"reason":"New fact provides explicit rationale for the positioning correction already captured in candidate [3]. The conflict between 'trading platform/engine' and actual 'IDE/UI-first' positioning, and the emphasis on interface/composition experience as primary value (not backend), enriches the existing memory with reasoning that reinforces why the repositioning matters.","fact":{"content":"The initial positioning as a prediction market trading platform/engine conflicted with the actual product intent as an IDE. The correction emphasizes that OpenMarketUI's value is in the user interface and strategy composition experience, not backend execution capabilities alone.","type":"rationale","confidence":0.9},"targetContent":"Initial description characterized it as a prediction market trading platform/engine, but user clarified the actual positioning: OpenMarketUI is fundamentally a **trading strategy IDE** — an interface-first product for users to build heuristic algorithms, train custom trading models, and manage the full strategy lifecycle from a user-friendly, performant UI."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: ba65b509-91d6-4343-8cd7-bcffc7a5f875
memory_id: 74a11936-e91b-4e0d-927c-e99ee25b39b4
job_type: extract
status: completed
leased_at: 2026-02-26T07:30:06.908Z
completed_at: 2026-02-26T07:31:06.582Z
created_at: 2026-02-26T07:22:01.560Z
updated_at: 2026-02-26T07:31:06.582Z
result:
  {"facts":[{"content":"The web/ and watchtower/ UI layers in OpenMarketUI are the actual product surface where users interact with the system, not auxiliary dashboards or monitoring tools","type":"semantic","confidence":0.95},{"content":"In OpenMarketUI, users compose and iterate on trading strategies through the web and watchtower UI interfaces","type":"procedural","confidence":0.9},{"content":"In OpenMarketUI, users train custom trading models through the web and watchtower UI interfaces","type":"procedural","confidence":0.9}],"entities":[{"source":"web/ UI layer","relationship":"is","target":"product surface","confidence":0.95},{"source":"watchtower/ UI layer","relationship":"is","target":"product surface","confidence":0.95},{"source":"web and watchtower layers","relationship":"are_not","target":"auxiliary dashboards","confidence":0.95},{"source":"users","relationship":"compose_through","target":"web/watchtower UI","confidence":0.9},{"source":"users","relationship":"train_through","target":"web/watchtower UI","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate 74a11936 already captures this exact insight: 'web and watchtower UI layers are the actual product surface, not auxiliary dashboards.' The new fact is redundant with existing memory.","fact":{"content":"The web/ and watchtower/ UI layers in OpenMarketUI are the actual product surface where users interact with the system, not auxiliary dashboards or monitoring tools","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures the core concept: web and watchtower layers are the product surface where users compose strategies and train models. New fact is a restatement of existing memory, no new information to add.","fact":{"content":"In OpenMarketUI, users compose and iterate on trading strategies through the web and watchtower UI interfaces","type":"procedural","confidence":0.9}},{"action":"update","targetMemoryId":"74a11936-e91b-4e0d-927c-e99ee25b39b4","confidence":0.85,"reason":"New fact provides specific detail about model training activity already covered by candidate 4. Merge to clarify that training custom trading models is a core feature users access through the web and watchtower UI product surface.","fact":{"content":"In OpenMarketUI, users train custom trading models through the web and watchtower UI interfaces","type":"procedural","confidence":0.9},"targetContent":"Key distinction from initial framing: the web and watchtower UI layers are the actual product surface, not auxiliary dashboards. Users compose strategies and train models through the interface."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 4d42dcf8-6a88-4f2d-95e2-caf558379c90
memory_id: ab44f6e2-6345-4539-8a94-0702be5113ac
job_type: extract
status: completed
leased_at: 2026-02-26T07:31:08.583Z
completed_at: 2026-02-26T07:32:44.232Z
created_at: 2026-02-26T07:22:01.592Z
updated_at: 2026-02-26T07:32:44.232Z
result:
  {"facts":[{"content":"The Rust backend in OpenMarketUI provides execution, backtesting, and scoring pipeline operations","type":"fact","confidence":0.95},{"content":"The Rust backend is positioned as an enabler technology rather than the primary deliverable — the UI layers (web and watchtower) are the actual product surface","type":"decision","confidence":0.9},{"content":"The OpenMarketUI trading pipeline follows a trait-based architecture: Source → Filter → Scorer → Selector → OrderExecutor","type":"fact","confidence":0.95},{"content":"OpenMarketUI uses an agricultural metaphor for trading concepts: strategies are called 'specimens', strategy families are 'beds', trades are 'harvests', and filters are the 'immune system'","type":"semantic","confidence":0.95},{"content":"The OpenMarketUI architecture and pipeline design remain unchanged — the focus is on the UI enablement of the underlying Rust execution engine","type":"fact","confidence":0.85}],"entities":[{"source":"Rust backend","relationship":"provides","target":"execution, backtesting, scoring pipeline","confidence":0.95},{"source":"Rust backend","relationship":"serves as","target":"enabler (not primary deliverable)","confidence":0.9},{"source":"UI layers (web, watchtower)","relationship":"is","target":"primary product deliverable","confidence":0.9},{"source":"Trading pipeline","relationship":"follows structure","target":"Source → Filter → Scorer → Selector → OrderExecutor","confidence":0.95},{"source":"OpenMarketUI","relationship":"uses metaphor","target":"agricultural (specimens, beds, harvests, immune system)","confidence":0.95}],"proposals":[{"action":"none","targetMemoryId":"ab44f6e2-6345-4539-8a94-0702be5113ac","confidence":0.95,"reason":"New fact is already comprehensively covered by candidate [5], which explicitly states the Rust backend provides execution, backtesting, and scoring pipeline operations. Candidate [5] is more complete, including architectural context and the agricultural metaphor.","fact":{"content":"The Rust backend in OpenMarketUI provides execution, backtesting, and scoring pipeline operations","type":"fact","confidence":0.95},"targetContent":"Rust backend provides the heavy lifting (execution, backtesting, scoring pipeline) but is enabler, not the primary deliverable. Architecture and pipeline remain unchanged: Source → Filter → Scorer → Selector → OrderExecutor with agricultural metaphor (specimens, beds, harvests, immune system)."},{"action":"none","confidence":0.95,"reason":"Candidate [5] (ab44f6e2-6345-4539-8a94-0702be5113ac) already captures the same positioning: 'Rust backend provides the heavy lifting (execution, backtesting, scoring pipeline) but is enabler, not the primary deliverable.' The new fact restates this same concept with slightly different wording but adds no new information beyond what's already stored.","fact":{"content":"The Rust backend is positioned as an enabler technology rather than the primary deliverable — the UI layers (web and watchtower) are the actual product surface","type":"decision","confidence":0.9}},{"action":"add","confidence":0.95,"reason":"This is a foundational architectural fact about OpenMarketUI's trading pipeline that has no match among existing memory candidates. While documented in project CLAUDE.md, storing it as indexed memory enables better recall and cross-project reference. None of the existing candidates (which cover ingest pipelines, daemon traits, error tracking, or UI interactions) directly document this trading pipeline architecture.","fact":{"content":"The OpenMarketUI trading pipeline follows a trait-based architecture: Source → Filter → Scorer → Selector → OrderExecutor","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Existing candidate 5 (ab44f6e2-6345-4539-8a94-0702be5113ac) already explicitly captures this agricultural metaphor: 'Architecture and pipeline remain unchanged: Source → Filter → Scorer → Selector → OrderExecutor with agricultural metaphor (specimens, beds, harvests, immune system).' The new fact is fully covered by this existing memory.","fact":{"content":"OpenMarketUI uses an agricultural metaphor for trading concepts: strategies are called 'specimens', strategy families are 'beds', trades are 'harvests', and filters are the 'immune system'","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"Existing memory [5] already captures this exact concept: 'Rust backend is enabler, not the primary deliverable. Architecture and pipeline remain unchanged.' New fact reinforces the same idea (UI enablement vs architecture focus) without adding substantial new information.","fact":{"content":"The OpenMarketUI architecture and pipeline design remain unchanged — the focus is on the UI enablement of the underlying Rust execution engine","type":"fact","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: b85921c7-ccaf-4081-b5d1-7ad8f91c346d
memory_id: 60e12718-0453-40a3-a48e-100fdb120948
job_type: extract
status: completed
leased_at: 2026-02-26T07:32:46.235Z
completed_at: 2026-02-26T07:33:59.998Z
created_at: 2026-02-26T07:22:01.605Z
updated_at: 2026-02-26T07:33:59.998Z
result:
  {"facts":[{"content":"Kalshi trading engine is implemented in Rust within the OpenMarketUI project","type":"semantic","confidence":0.95},{"content":"Polymarket weather markets trading engine is planned for implementation in Python as part of the OpenMarketUI project","type":"decision","confidence":0.9},{"content":"No code changes were made to the OpenMarketUI project during this session","type":"fact","confidence":0.95},{"content":"The OpenMarketUI project mental model was repositioned from viewing it as a backend-engine-first system to a UI-first product","type":"decision","confidence":0.85},{"content":"In the UI-first mental model for OpenMarketUI, the web and watchtower UI layers are recognized as the actual product surface that users interact with, rather than merely being interfaces to a backend engine","type":"rationale","confidence":0.85}],"entities":[{"source":"Kalshi engine","relationship":"implemented in","target":"Rust","confidence":0.95},{"source":"Polymarket engine","relationship":"planned implementation language","target":"Python","confidence":0.9},{"source":"Polymarket engine","relationship":"supports","target":"weather markets","confidence":0.9},{"source":"OpenMarketUI project understanding","relationship":"shifted from","target":"backend-engine-first perspective","confidence":0.85},{"source":"OpenMarketUI project understanding","relationship":"shifted to","target":"UI-first product perspective","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already contains this exact information ('Kalshi in Rust') as core content, making this new fact redundant. The existing candidate is comprehensive and current.","fact":{"content":"Kalshi trading engine is implemented in Rust within the OpenMarketUI project","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already captured in existing memory [4], which explicitly states 'Polymarket (weather markets) in Python planned.' No new information or refinement.","fact":{"content":"Polymarket weather markets trading engine is planned for implementation in Python as part of the OpenMarketUI project","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 2 (ID: 3bce199c-5278-418c-ac64-11d9c27064de) is an exact match for the new fact. Additionally, candidates 3-5 are supersets that already capture this information with additional context about architectural decisions and task progress.","fact":{"content":"No code changes were made to the OpenMarketUI project during this session","type":"fact","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"Candidate [5] already captures this exact repositioning: 'Focus was repositioning mental model of the project as UI-first product rather than backend engine.' The new fact adds no additional information or nuance beyond what's already stored.","fact":{"content":"The OpenMarketUI project mental model was repositioned from viewing it as a backend-engine-first system to a UI-first product","type":"decision","confidence":0.85}},{"action":"update","targetMemoryId":"5f725251-d4b8-423d-841e-05d6998b2fc6","confidence":0.9,"reason":"New fact provides concrete specificity to existing rationale about UI-first positioning. Both express the same core insight: OpenMarketUI's value resides in the UI layers (web and watchtower) as the product surface, not in backend execution alone. Merging strengthens the memory by combining the architectural principle with implementation details.","fact":{"content":"In the UI-first mental model for OpenMarketUI, the web and watchtower UI layers are recognized as the actual product surface that users interact with, rather than merely being interfaces to a backend engine","type":"rationale","confidence":0.85},"targetContent":"The initial positioning as a prediction market trading platform/engine conflicted with the actual product intent as an IDE. The correction emphasizes that OpenMarketUI's value is in the user interface and strategy composition experience, not backend execution capabilities alone."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 11281c35-d487-4fa5-b641-21cc28400117
memory_id: 02932cd8-b42a-47bf-bf00-c31b57debce5
job_type: extract
status: completed
leased_at: 2026-02-26T07:34:02.000Z
completed_at: 2026-02-26T07:35:03.285Z
created_at: 2026-02-26T07:22:37.590Z
updated_at: 2026-02-26T07:35:03.285Z
result:
  {"facts":[{"content":"The openmarketui project is located at /home/nicholai/openmarketui","type":"fact","confidence":0.95},{"content":"Session initialization occurred on the main branch of the openmarketui repository","type":"procedural","confidence":0.95},{"content":"A remote control bridge was activated during session initialization for openmarketui","type":"procedural","confidence":0.95},{"content":"Session initialization for openmarketui performed only housekeeping tasks via Signet hook, with no coding work or changes completed","type":"procedural","confidence":0.95}],"entities":[{"source":"openmarketui project","relationship":"located at","target":"/home/nicholai/openmarketui","confidence":0.95},{"source":"Session","relationship":"initialized on","target":"main branch","confidence":0.95},{"source":"Session initialization","relationship":"activates","target":"remote control bridge","confidence":0.95},{"source":"Signet hook","relationship":"executes","target":"session initialization housekeeping","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [2] already explicitly documents this location: 'openmarketui project at `/home/nicholai/openmarketui`'. New fact adds no novel information.","fact":{"content":"The openmarketui project is located at /home/nicholai/openmarketui","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 4 (ID: 02932cd8-b42a-47bf-bf00-c31b57debce5) already captures this exact fact: 'Session initialized for openmarketui project at `/home/nicholai/openmarketui` on main branch.' The new fact is redundant and fully covered by existing memory.","fact":{"content":"Session initialization occurred on the main branch of the openmarketui repository","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already explicitly covered by existing candidates 1, 3, and 5, which all document remote control bridge activation during openmarketui session initialization. No new information or refinement provided.","fact":{"content":"A remote control bridge was activated during session initialization for openmarketui","type":"procedural","confidence":0.95}},{"action":"none","targetMemoryId":"02932cd8-b42a-47bf-bf00-c31b57debce5","confidence":0.95,"reason":"New fact is already well-captured by candidate [4], which describes the same session initialization for openmarketui with identical core information: no coding work/changes completed, only Signet hook housekeeping","fact":{"content":"Session initialization for openmarketui performed only housekeeping tasks via Signet hook, with no coding work or changes completed","type":"procedural","confidence":0.95},"targetContent":"## Session Start Session initialized for openmarketui project at `/home/nicholai/openmarketui` on main branch. Remote control bridge activated. No coding work or changes completed in this session — only initialization housekeeping via Signet hook."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: b4198491-2b31-4e45-aba7-119781e27e23
memory_id: 32fc2d59-e01e-4b0c-ab35-650ac6e37d7c
job_type: extract
status: completed
leased_at: 2026-02-26T07:35:05.288Z
completed_at: 2026-02-26T07:36:47.955Z
created_at: 2026-02-26T07:23:13.356Z
updated_at: 2026-02-26T07:36:47.955Z
result:
  {"facts":[{"content":"Nicholai invoked the monorepo-management skill to review best practices for scaffolding the openmarketui monorepo","type":"fact","confidence":0.95},{"content":"The monorepo-management skill provided documentation on Turborepo setup for monorepo build orchestration","type":"procedural","confidence":0.95},{"content":"The monorepo-management skill provided documentation on pnpm workspaces for monorepo package management","type":"procedural","confidence":0.95},{"content":"The monorepo-management skill provided documentation on Nx configuration for monorepo build systems","type":"procedural","confidence":0.95},{"content":"The monorepo-management skill provided documentation on shared configurations (TypeScript, ESLint) for consistency across monorepo packages","type":"procedural","confidence":0.95},{"content":"The monorepo-management skill provided documentation on code sharing patterns for monorepo development","type":"procedural","confidence":0.95},{"content":"The openmarketui monorepo scaffolding review aims to follow more natural conventions for scalability","type":"rationale","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"invoked","target":"monorepo-management skill","confidence":0.95},{"source":"monorepo-management skill","relationship":"reviewed","target":"openmarketui monorepo","confidence":0.95},{"source":"monorepo-management skill","relationship":"provided documentation on","target":"Turborepo","confidence":0.95},{"source":"monorepo-management skill","relationship":"provided documentation on","target":"pnpm workspaces","confidence":0.95},{"source":"monorepo-management skill","relationship":"provided documentation on","target":"Nx configuration","confidence":0.95},{"source":"monorepo-management skill","relationship":"provided documentation on","target":"shared configurations (TypeScript, ESLint)","confidence":0.95},{"source":"monorepo-management skill","relationship":"provided documentation on","target":"code sharing patterns","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] (32fc2d59) already captures this fact with greater detail, including the skill's output (Turborepo, pnpm, Nx guidance). New fact is subsumed by existing memory.","fact":{"content":"Nicholai invoked the monorepo-management skill to review best practices for scaffolding the openmarketui monorepo","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already comprehensively documents that the monorepo-management skill provided Turborepo setup documentation as part of its guidance on monorepo best practices for openmarketui. The new fact is subsumed by the existing, more detailed memory.","fact":{"content":"The monorepo-management skill provided documentation on Turborepo setup for monorepo build orchestration","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already comprehensively captures that the monorepo-management skill provided documentation on pnpm workspaces (along with Turborepo, Nx, and other patterns). New fact is redundant and lower-fidelity than existing memory.","fact":{"content":"The monorepo-management skill provided documentation on pnpm workspaces for monorepo package management","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"Candidate 32fc2d59 already documents that the monorepo-management skill provided comprehensive documentation including Nx configuration. The new fact is a narrower extraction of information already captured in that memory.","fact":{"content":"The monorepo-management skill provided documentation on Nx configuration for monorepo build systems","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already comprehensively covers this fact, explicitly mentioning 'shared configurations (TypeScript, ESLint)' as part of the monorepo-management skill documentation review.","fact":{"content":"The monorepo-management skill provided documentation on shared configurations (TypeScript, ESLint) for consistency across monorepo packages","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures that the monorepo-management skill provided documentation on code sharing patterns. No new information to add or update.","fact":{"content":"The monorepo-management skill provided documentation on code sharing patterns for monorepo development","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already captured in candidate [3] (ID: 32fc2d59-e01e-4b0c-ab35-650ac6e37d7c), which explicitly states the monorepo review aims to follow 'more natural conventions for scalability.' This fact restates the same rationale without adding new information.","fact":{"content":"The openmarketui monorepo scaffolding review aims to follow more natural conventions for scalability","type":"rationale","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: b58f636a-9007-420d-a47a-3afd6a42e885
memory_id: 20168579-8a1c-4518-b5c6-e41962e75f9b
job_type: extract
status: completed
leased_at: 2026-02-26T07:36:49.957Z
completed_at: 2026-02-26T07:38:03.968Z
created_at: 2026-02-26T07:23:13.374Z
updated_at: 2026-02-26T07:38:03.968Z
result:
  {"facts":[{"content":"OpenMarketUI is structured as a Turborepo monorepo using pnpm workspaces for JavaScript and Rust packages","type":"semantic","confidence":0.95},{"content":"The Rust workspace contains crates: pm-core (foundational types and traits), pm-store (SQLite persistence), pm-garden (scorers and filters), pm-engine (risk management and backtesting), pm-server (REST and WebSocket server), and pm-kalshi (Kalshi trading engine)","type":"semantic","confidence":0.95},{"content":"The JavaScript workspace contains watchtower (React terminal UI built with opentui and zustand) and web (Astro landing page deployed to Cloudflare Pages)","type":"semantic","confidence":0.95},{"content":"OpenMarketUI project directory structure includes compost (standalone trading engines), data (market data), docs (documentation), and tools (Python utility scripts)","type":"semantic","confidence":0.95}],"entities":[{"source":"openmarketui","relationship":"uses","target":"Turborepo","confidence":0.95},{"source":"openmarketui","relationship":"uses","target":"pnpm workspaces","confidence":0.95},{"source":"rust-workspace","relationship":"contains","target":"pm-core","confidence":0.95},{"source":"rust-workspace","relationship":"contains","target":"pm-store","confidence":0.95},{"source":"rust-workspace","relationship":"contains","target":"pm-garden","confidence":0.95},{"source":"rust-workspace","relationship":"contains","target":"pm-engine","confidence":0.95},{"source":"rust-workspace","relationship":"contains","target":"pm-server","confidence":0.95},{"source":"rust-workspace","relationship":"contains","target":"pm-kalshi","confidence":0.95},{"source":"javascript-workspace","relationship":"contains","target":"watchtower","confidence":0.95},{"source":"javascript-workspace","relationship":"contains","target":"web","confidence":0.95},{"source":"pm-store","relationship":"uses","target":"SQLite","confidence":0.95},{"source":"watchtower","relationship":"built-with","target":"React","confidence":0.95},{"source":"watchtower","relationship":"built-with","target":"opentui","confidence":0.95},{"source":"web","relationship":"built-with","target":"Astro","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] already comprehensively covers this exact information: OpenMarketUI is structured as Turborepo + pnpm workspace with Rust crates and JS packages (watchtower, web). The new fact adds no novel details.","fact":{"content":"OpenMarketUI is structured as a Turborepo monorepo using pnpm workspaces for JavaScript and Rust packages","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains this exact information as part of the openmarketui project state description, listing all six Rust crates with their purposes.","fact":{"content":"The Rust workspace contains crates: pm-core (foundational types and traits), pm-store (SQLite persistence), pm-garden (scorers and filters), pm-engine (risk management and backtesting), pm-server (REST and WebSocket server), and pm-kalshi (Kalshi trading engine)","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] 'Current State' already comprehensively covers this fact: 'JavaScript workspace: watchtower (opentui React TUI), web (Astro landing page)'. The new fact is redundant with existing memory.","fact":{"content":"The JavaScript workspace contains watchtower (React terminal UI built with opentui and zustand) and web (Astro landing page deployed to Cloudflare Pages)","type":"semantic","confidence":0.95}},{"action":"update","targetMemoryId":"20168579-8a1c-4518-b5c6-e41962e75f9b","confidence":0.9,"reason":"New fact refines existing memory by adding specific purpose descriptions for each supporting directory (compost=standalone engines, data=market data, docs=documentation, tools=Python scripts)","fact":{"content":"OpenMarketUI project directory structure includes compost (standalone trading engines), data (market data), docs (documentation), and tools (Python utility scripts)","type":"semantic","confidence":0.95},"targetContent":"## Current State The openmarketui project is already structured as a Turborepo + pnpm workspace with: - Rust workspace (`crates/`): pm-core, pm-store, pm-garden, pm-engine, pm-server, pm-kalshi - JavaScript workspace: watchtower (opentui React TUI), web (Astro landing page) - Supporting directories: compost, data, docs, tools"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 091b6e60-95cd-4dcc-91ae-299a7315591b
memory_id: b2e99638-cf7d-4bde-b5a6-1cb86483997b
job_type: extract
status: completed
leased_at: 2026-02-26T07:38:05.970Z
completed_at: 2026-02-26T07:38:58.434Z
created_at: 2026-02-26T07:23:13.387Z
updated_at: 2026-02-26T07:38:58.434Z
result:
  {"facts":[{"content":"No implementation changes were made to the project in this session","type":"fact","confidence":0.95},{"content":"User reviewed guidance on monorepo best practices and conventions but did not apply changes to the project structure","type":"procedural","confidence":0.9},{"content":"Implementation of monorepo scaffolding recommendations is ready to proceed when the user directs specific work","type":"procedural","confidence":0.85}],"entities":[{"source":"User","relationship":"reviewed","target":"monorepo best practices and conventions","confidence":0.9},{"source":"User","relationship":"did not apply","target":"changes to project structure","confidence":0.9},{"source":"Implementation","relationship":"ready to proceed with","target":"monorepo scaffolding recommendations","confidence":0.85}],"proposals":[{"action":"none","confidence":0.98,"reason":"New fact is nearly identical to candidate [4] 'No implementation changes were made during this session.' Both express the same information with negligible difference. Existing memory already covers this fact with high precision.","fact":{"content":"No implementation changes were made to the project in this session","type":"fact","confidence":0.95}},{"action":"update","targetMemoryId":"32fc2d59-e01e-4b0c-ab35-650ac6e37d7c","confidence":0.85,"reason":"New fact adds important context about outcome: skill guidance was reviewed but not applied. This refines candidate 5 with actionable information about project state and follow-up potential.","fact":{"content":"User reviewed guidance on monorepo best practices and conventions but did not apply changes to the project structure","type":"procedural","confidence":0.9},"targetContent":"## Monorepo Management Skill Review Nicholai invoked the monorepo-management skill to review best practices for scaffolding the openmarketui monorepo following more natural conventions for scalability. The skill provided comprehensive documentation on Turborepo setup, pnpm workspaces, Nx configuration, shared configurations (TypeScript, ESLint), and code sharing patterns."},{"action":"none","confidence":0.95,"reason":"Candidate 5 (b2e99638) already captures this exact status: 'Ready to implement recommendations when user directs specific scaffolding work.' The new fact is semantically identical and adds no new information beyond what's already documented in the existing Next Steps memory.","fact":{"content":"Implementation of monorepo scaffolding recommendations is ready to proceed when the user directs specific work","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 8181acbb-d8be-4087-93b0-d224341faeb3
memory_id: 9727cdc8-0383-412d-935f-51e3fb810e05
job_type: extract
status: completed
leased_at: 2026-02-26T07:39:00.436Z
completed_at: 2026-02-26T07:39:55.496Z
created_at: 2026-02-26T07:34:13.698Z
updated_at: 2026-02-26T07:39:55.496Z
result:
  {"facts":[{"content":"Signet hook integration is active during session initialization for this project","type":"fact","confidence":0.9},{"content":"A remote control bridge is established at the path `/remote-control`","type":"fact","confidence":0.95},{"content":"This session interval consisted of system initialization and bridge status confirmation only, with no substantive coding work or discussions","type":"fact","confidence":0.85}],"entities":[{"source":"Signet","relationship":"hook_integration_active_during","target":"session initialization","confidence":0.9},{"source":"remote control bridge","relationship":"established_at","target":"/remote-control","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already covered by existing candidates, particularly ID 9727cdc8 which explicitly states 'Session started with Signet hook integration active.' The pattern of Signet hook activation during session initialization is established across multiple session memories (IDs 2d353a02, 9d939814, 9727cdc8). No new information added.","fact":{"content":"Signet hook integration is active during session initialization for this project","type":"fact","confidence":0.9}},{"action":"none","confidence":0.99,"reason":"Existing candidate [4] (ID: 9727cdc8...) already explicitly captures this fact: 'Remote control bridge established at `/remote-control`'. The new fact adds no novel information and is fully covered by existing memory.","fact":{"content":"A remote control bridge is established at the path `/remote-control`","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is nearly identical to existing memory [5] (ID: 9727cdc8...), which already captures: Signet hook integration active, remote control bridge established, no substantive coding work/discussions, only system initialization and bridge confirmation. This information is already adequately represented in persistent memory.","fact":{"content":"This session interval consisted of system initialization and bridge status confirmation only, with no substantive coding work or discussions","type":"fact","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: b2c6af4e-4612-47a6-a3a1-bde768a94cea
memory_id: e3ff243c-2541-40f0-aef9-c7b06a5dc1f5
job_type: extract
status: completed
leased_at: 2026-02-26T07:55:20.186Z
completed_at: 2026-02-26T07:56:13.572Z
created_at: 2026-02-26T07:55:19.866Z
updated_at: 2026-02-26T07:56:13.572Z
result:
  {"facts":[{"content":"Nicholai requested an enhancement to watchtower to enable it to function as both a terminal UI and web UI","type":"decision","confidence":0.95},{"content":"watchtower is currently implemented as a React-based terminal UI using opentui and Zustand state management","type":"fact","confidence":0.85},{"content":"The requested enhancement would add web UI capability to watchtower alongside its existing terminal UI implementation","type":"decision","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"requested enhancement to","target":"watchtower","confidence":0.95},{"source":"watchtower","relationship":"currently implements","target":"terminal UI using opentui","confidence":0.85},{"source":"watchtower","relationship":"uses","target":"React + Zustand","confidence":0.85},{"source":"proposed enhancement","relationship":"would add","target":"web UI capability","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures the core fact: Nicholai's request for watchtower to function as both terminal UI and web UI. The new fact is substantially identical to existing memory, adding no new information.","fact":{"content":"Nicholai requested an enhancement to watchtower to enable it to function as both a terminal UI and web UI","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 5 (ebb980c0-4521-4282-ad50-463e31b384f9) already comprehensively covers this fact, describing watchtower as a React application using opentui for terminal rendering and Zustand for state management. The new fact adds no additional information.","fact":{"content":"watchtower is currently implemented as a React-based terminal UI using opentui and Zustand state management","type":"fact","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact information: 'Nicholai requested enhancement to make watchtower function as both a terminal UI and web UI.' The new fact is a restatement of what's already documented in memory.","fact":{"content":"The requested enhancement would add web UI capability to watchtower alongside its existing terminal UI implementation","type":"decision","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 9e896d4f-a384-440a-a068-72f9b58f9da7
memory_id: ebb980c0-4521-4282-ad50-463e31b384f9
job_type: extract
status: completed
leased_at: 2026-02-26T07:56:15.575Z
completed_at: 2026-02-26T07:57:13.257Z
created_at: 2026-02-26T07:55:19.879Z
updated_at: 2026-02-26T07:57:13.257Z
result:
  {"facts":[{"content":"Watchtower is a React application that uses opentui for terminal rendering in the openmarketui project","type":"fact","confidence":0.95},{"content":"Watchtower uses Zustand for state management to handle application state","type":"fact","confidence":0.95},{"content":"Watchtower establishes WebSocket connections to pm-server for real-time communication","type":"fact","confidence":0.95},{"content":"Work on watchtower begins with architectural exploration of the codebase before implementation planning starts","type":"procedural","confidence":0.9}],"entities":[{"source":"Watchtower","relationship":"built with","target":"React","confidence":0.95},{"source":"Watchtower","relationship":"uses for terminal rendering","target":"opentui","confidence":0.95},{"source":"Watchtower","relationship":"uses for state management","target":"Zustand","confidence":0.95},{"source":"Watchtower","relationship":"communicates with via WebSocket","target":"pm-server","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing memory [5] (ebb980c0-4521-4282-ad50-463e31b384f9) already comprehensively covers this fact. It states Watchtower is a React application using opentui for terminal rendering, plus additional implementation details (Zustand, WebSocket, pm-server). The new fact adds no novel information.","fact":{"content":"Watchtower is a React application that uses opentui for terminal rendering in the openmarketui project","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already explicitly covers this fact: 'integrated with Zustand for state management'","fact":{"content":"Watchtower uses Zustand for state management to handle application state","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New fact about OpenMarketUI architecture (watchtower/pm-server communication). Existing candidates are all about Proton MCP setup, completely unrelated. No overlap or redundancy.","fact":{"content":"Watchtower establishes WebSocket connections to pm-server for real-time communication","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this procedural fact: 'Work began with architectural exploration to understand the current watchtower codebase before planning implementation.' The new fact is a general principle, but the specific instance and rationale are already documented.","fact":{"content":"Work on watchtower begins with architectural exploration of the codebase before implementation planning starts","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 612cad41-bc8e-4262-87a3-7e19300af3d9
memory_id: b8ef693d-fd9d-474d-ba16-3d5a69f3a0fc
job_type: extract
status: completed
leased_at: 2026-02-26T07:57:15.260Z
completed_at: 2026-02-26T07:58:52.972Z
created_at: 2026-02-26T07:55:19.893Z
updated_at: 2026-02-26T07:58:52.972Z
result:
  {"facts":[{"content":"An Explore agent investigation of openmarketui codebase covered: file structure, package.json configuration and entry points, bootstrapping logic, opentui integration patterns, React component structure, state management implementation, data fetching mechanisms, and TypeScript/build configuration","type":"procedural","confidence":0.95},{"content":"The watchtower package (openmarketui-watchtower) integrates opentui for terminal UI implementation alongside React components","type":"semantic","confidence":0.9},{"content":"The watchtower package uses zustand for state management","type":"semantic","confidence":0.9},{"content":"The openmarketui project uses TypeScript and employs bun/turbo as build orchestration system","type":"fact","confidence":0.95},{"content":"The openmarketui codebase implements data fetching mechanisms as part of its core architecture","type":"semantic","confidence":0.85}],"entities":[{"source":"Explore_agent","relationship":"assigned_to_investigate","target":"openmarketui_codebase","confidence":0.95},{"source":"watchtower","relationship":"uses","target":"opentui","confidence":0.9},{"source":"watchtower","relationship":"uses","target":"React","confidence":0.9},{"source":"watchtower","relationship":"uses","target":"zustand","confidence":0.9},{"source":"openmarketui","relationship":"uses","target":"TypeScript","confidence":0.95},{"source":"openmarketui","relationship":"uses","target":"bun_turbo_build_system","confidence":0.9}],"proposals":[{"action":"update","targetMemoryId":"b8ef693d-fd9d-474d-ba16-3d5a69f3a0fc","confidence":0.88,"reason":"New fact represents completion/outcomes of the investigation described in candidate 5. Candidate 5 describes the task assignment; new fact confirms the investigation was completed and specifies what was covered. Merge into single fact showing investigation scope and completion status.","fact":{"content":"An Explore agent investigation of openmarketui codebase covered: file structure, package.json configuration and entry points, bootstrapping logic, opentui integration patterns, React component structure, state management implementation, data fetching mechanisms, and TypeScript/build configuration","type":"procedural","confidence":0.95},"targetContent":"An Explore agent was tasked with investigating: full file structure, package.json configuration and entry points, main bootstrapping logic, opentui integration patterns, React component structure, state management implementation, data fetching mechanisms, and TypeScript/build configuration."},{"action":"none","confidence":0.95,"reason":"Candidate #5 already captures this information: 'Watchtower is currently a React application using opentui for terminal rendering, integrated with Zustand for state management and WebSocket connections to pm-server.' The new fact is a restatement of the same architectural relationship (opentui for terminal UI + React components) and is already well-documented in existing memory.","fact":{"content":"The watchtower package (openmarketui-watchtower) integrates opentui for terminal UI implementation alongside React components","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 5 already comprehensively documents that watchtower uses Zustand for state management alongside opentui and WebSocket connections. New fact is redundant.","fact":{"content":"The watchtower package uses zustand for state management","type":"semantic","confidence":0.9}},{"action":"add","confidence":0.95,"reason":"New fact about openmarketui's tech stack (TypeScript + bun/turbo) is specific and queryable but not well-matched by any existing candidates. While tech details exist in MEMORY.md, this should be stored as discrete, searchable memory for future queries about build tools and language choices.","fact":{"content":"The openmarketui project uses TypeScript and employs bun/turbo as build orchestration system","type":"fact","confidence":0.95}},{"action":"none","confidence":0.75,"reason":"New fact is generic and already covered by existing project documentation (CLAUDE.md describes the Source trait fetching market candidates, and architecture memory outlines the full pipeline). The codebase's data fetching mechanisms are implicit in the documented pipeline architecture (Source → Filter → Scorer → Selector → Executor), making this fact redundant without additional specificity about implementation details, patterns, or design decisions.","fact":{"content":"The openmarketui codebase implements data fetching mechanisms as part of its core architecture","type":"semantic","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 2c7b34fa-73af-441c-a92b-e6ffd4ac281a
memory_id: 0edf0e44-0a45-41fa-8267-b32230148818
job_type: extract
status: completed
leased_at: 2026-02-26T07:58:54.990Z
completed_at: 2026-02-26T07:59:49.204Z
created_at: 2026-02-26T07:55:19.905Z
updated_at: 2026-02-26T07:59:49.204Z
result:
  {"facts":[{"content":"Architecture exploration for the current project is in early stages","type":"procedural","confidence":0.95},{"content":"An Explore agent has been initiated to conduct architecture investigation","type":"procedural","confidence":0.95},{"content":"The next session step is to review findings from architecture exploration and design an approach for dual-mode (TUI + web) rendering","type":"procedural","confidence":0.9}],"entities":[{"source":"Architecture exploration","relationship":"is_in_phase","target":"early stages","confidence":0.95},{"source":"Explore agent","relationship":"status","target":"initiated","confidence":0.95},{"source":"Next step","relationship":"involves","target":"dual-mode rendering design","confidence":0.9},{"source":"Dual-mode rendering","relationship":"targets","target":"TUI and web","confidence":0.9}],"proposals":[{"action":"update","targetMemoryId":"4aafbc19-ee61-481a-a30f-b9acd6f8bc53","confidence":0.85,"reason":"New fact refines existing memory about exploration work—specififies it's architecture exploration and confirms early-stage status. Merging provides more precise description of current project state.","fact":{"content":"Architecture exploration for the current project is in early stages","type":"procedural","confidence":0.95},"targetContent":"Navigation will need to be updated to link to the new About page. Session cut short during initial exploration phase—no implementation changes made yet."},{"action":"none","confidence":0.92,"reason":"Candidate [5] already captures this: 'Architecture exploration in early stages (Explore agent initiated)'. The new fact is a generic restatement of an already-recorded session action and provides no new information.","fact":{"content":"An Explore agent has been initiated to conduct architecture investigation","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate [5] already contains this exact information: 'Next step: review findings and design approach for dual-mode (TUI + web) rendering.' The new fact is already covered.","fact":{"content":"The next session step is to review findings from architecture exploration and design an approach for dual-mode (TUI + web) rendering","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 1683e652-09b7-4fd5-8a6f-bad2144feb9c
memory_id: 1b780668-166c-4e36-9f1f-62c0153ddec2
job_type: extract
status: completed
leased_at: 2026-02-26T07:59:51.206Z
completed_at: 2026-02-26T08:00:54.183Z
created_at: 2026-02-26T07:56:43.311Z
updated_at: 2026-02-26T08:00:54.183Z
result:
  {"facts":[{"content":"Nicholai requested the ability to integrate an ML model alongside OpenMarketUI's existing heuristic trading pipeline","type":"decision","confidence":0.95},{"content":"The ML model integration design draws inspiration from the cross-attention.md reference","type":"rationale","confidence":0.9},{"content":"The ML model integration design draws inspiration from the microgpt implementation as a reference pattern","type":"rationale","confidence":0.9},{"content":"OpenMarketUI currently operates with a heuristic-based trading pipeline that the proposed ML model would integrate alongside","type":"fact","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"requested","target":"ML model integration capability","confidence":0.95},{"source":"ML model integration","relationship":"integrates alongside","target":"OpenMarketUI heuristic trading pipeline","confidence":0.9},{"source":"ML model integration design","relationship":"inspired by","target":"cross-attention.md","confidence":0.9},{"source":"ML model integration design","relationship":"inspired by","target":"microgpt implementation","confidence":0.9}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate 1b780668-166c-4e36-9f1f-62c0153ddec2 already captures this exact fact with additional context (cross-attention.md and microgpt references). New fact is redundant and less detailed than existing memory.","fact":{"content":"Nicholai requested the ability to integrate an ML model alongside OpenMarketUI's existing heuristic trading pipeline","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this fact: it states that Nicholai requested ML model integration 'drawing inspiration from two references: cross-attention.md and the microgpt implementation.' Candidate [5] adds clarifying context that cross-attention.md is the Signet Memory Pipeline v2 spec. The new fact is redundant with existing coverage.","fact":{"content":"The ML model integration design draws inspiration from the cross-attention.md reference","type":"rationale","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already explicitly documents that Nicholai is integrating an ML model with OpenMarketUI drawing inspiration from the microgpt implementation. The new fact restates this relationship without adding new information beyond what's already captured.","fact":{"content":"The ML model integration design draws inspiration from the microgpt implementation as a reference pattern","type":"rationale","confidence":0.9}},{"action":"update","targetMemoryId":"1b780668-166c-4e36-9f1f-62c0153ddec2","confidence":0.9,"reason":"New fact refines existing memory [5] by explicitly stating that OpenMarketUI's current pipeline is heuristic-based and the ML model will integrate alongside it, providing concrete detail about the integration pattern Nicholai is exploring","fact":{"content":"OpenMarketUI currently operates with a heuristic-based trading pipeline that the proposed ML model would integrate alongside","type":"fact","confidence":0.9},"targetContent":"## Model Integration Exploration Nicholai requested the ability to integrate an ML model alongside OpenMarketUI's existing heuristic trading pipeline, drawing inspiration from two references: `cross-attention.md` and the `microgpt` implementation."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 60d0573e-73d7-4552-9675-c8783a009256
memory_id: 52a49bfa-b81a-4006-a3cd-f65400185671
job_type: extract
status: completed
leased_at: 2026-02-26T08:00:56.185Z
completed_at: 2026-02-26T08:01:44.265Z
created_at: 2026-02-26T07:56:43.324Z
updated_at: 2026-02-26T08:01:44.265Z
result:
  {"facts":[{"content":"Claude read the microgpt reference as part of orientation work to understand the system architecture","type":"procedural","confidence":0.9},{"content":"The microgpt reference documents or explains the system architecture","type":"semantic","confidence":0.85}],"entities":[{"source":"Claude","relationship":"reads","target":"microgpt reference","confidence":0.9},{"source":"Claude","relationship":"performs","target":"orientation work","confidence":0.9},{"source":"microgpt reference","relationship":"explains","target":"architecture","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already captured by candidate [4] (ID: 52a49bfa-b81a-4006-a3cd-f65400185671), which states 'Claude began orientation work by reading the microgpt reference to understand the architecture.' The new fact adds no additional information beyond what is already stored.","fact":{"content":"Claude read the microgpt reference as part of orientation work to understand the system architecture","type":"procedural","confidence":0.9}},{"action":"update","targetMemoryId":"52a49bfa-b81a-4006-a3cd-f65400185671","confidence":0.85,"reason":"New fact characterizes the content of the microgpt reference that candidate [4] mentions Claude read. Merge to clarify that the microgpt reference itself contains architecture documentation.","fact":{"content":"The microgpt reference documents or explains the system architecture","type":"semantic","confidence":0.85},"targetContent":"Claude began orientation work by reading the microgpt reference to understand the architecture."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 364d9404-c367-4ddb-9cd9-6b153c26df73
memory_id: a58ec62d-e6fc-494d-859b-d5a90de56fa1
job_type: extract
status: completed
leased_at: 2026-02-26T08:01:46.266Z
completed_at: 2026-02-26T08:02:47.198Z
created_at: 2026-02-26T07:56:43.340Z
updated_at: 2026-02-26T08:02:47.198Z
result:
  {"facts":[{"content":"MicroGPT is a Rust implementation of Karpathy's microgpt.py","type":"fact","confidence":0.95},{"content":"MicroGPT uses Vec<f64> tensor operations for autograd instead of building scalar Value nodes per operation","type":"decision","confidence":0.95},{"content":"In MicroGPT, each matmul, softmax, and rmsnorm operation is represented as a single tape entry in the autograd graph","type":"procedural","confidence":0.95},{"content":"MicroGPT's operation-level autograd optimization reduces memory and computational overhead by using single tape entries per operation instead of thousands of scalar Value nodes that would be created in a naive implementation","type":"rationale","confidence":0.9}],"entities":[{"source":"MicroGPT","relationship":"is_implementation_of","target":"Karpathy's microgpt.py","confidence":0.95},{"source":"MicroGPT","relationship":"uses","target":"Vec<f64> tensor operations","confidence":0.95},{"source":"MicroGPT","relationship":"implements","target":"operation-level autograd optimization","confidence":0.95},{"source":"matmul operation in MicroGPT","relationship":"represented_as","target":"single tape entry","confidence":0.95},{"source":"softmax operation in MicroGPT","relationship":"represented_as","target":"single tape entry","confidence":0.95},{"source":"rmsnorm operation in MicroGPT","relationship":"represented_as","target":"single tape entry","confidence":0.95}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate #5 already covers this fact with greater detail—it explicitly states MicroGPT is a Rust implementation of Karpathy's microgpt.py, plus adds technical specifics about operation-level autograd and tensor optimization. New fact adds no new information.","fact":{"content":"MicroGPT is a Rust implementation of Karpathy's microgpt.py","type":"fact","confidence":0.95}},{"action":"none","targetMemoryId":"a58ec62d-e6fc-494d-859b-d5a90de56fa1","confidence":0.95,"reason":"New fact is already comprehensively covered by existing candidate [2], which explicitly states MicroGPT uses Vec<f64> tensor operations instead of building scalar Value nodes per operation. No new information or refinement is added.","fact":{"content":"MicroGPT uses Vec<f64> tensor operations for autograd instead of building scalar Value nodes per operation","type":"decision","confidence":0.95},"targetContent":"MicroGPT is a faithful Rust implementation of Karpathy's microgpt.py with operation-level autograd optimization—instead of building thousands of scalar Value nodes per operation, it uses Vec<f64> tensor operations where each matmul, softmax, and rmsnorm is a single tape entry."},{"action":"none","confidence":0.98,"reason":"Candidate [5] already comprehensively covers this fact: 'it uses Vec<f64> tensor operations where each matmul, softmax, and rmsnorm is a single tape entry.' The new fact is a focused restatement of information already present in existing memory.","fact":{"content":"In MicroGPT, each matmul, softmax, and rmsnorm operation is represented as a single tape entry in the autograd graph","type":"procedural","confidence":0.95}},{"action":"update","targetMemoryId":"a58ec62d-e6fc-494d-859b-d5a90de56fa1","confidence":0.95,"reason":"New fact elaborates on the efficiency benefits of the optimization already described in candidate [4]. Merge to create complete picture: MicroGPT's single-tape-entry approach reduces memory/computational overhead compared to naive scalar-node implementations.","fact":{"content":"MicroGPT's operation-level autograd optimization reduces memory and computational overhead by using single tape entries per operation instead of thousands of scalar Value nodes that would be created in a naive implementation","type":"rationale","confidence":0.9},"targetContent":"MicroGPT is a faithful Rust implementation of Karpathy's microgpt.py with operation-level autograd optimization—instead of building thousands of scalar Value nodes per operation, it uses Vec<f64> tensor operations where each matmul, softmax, and rmsnorm is a single tape entry."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 64c024f3-29a8-46fc-a32f-8930dd5be219
memory_id: 368ac4a0-8f08-4fe5-80b3-cd084b91ae78
job_type: extract
status: completed
leased_at: 2026-02-26T08:02:49.199Z
completed_at: 2026-02-26T08:03:15.950Z
created_at: 2026-02-26T07:56:43.358Z
updated_at: 2026-02-26T08:03:15.950Z
result:
  {"facts":[{"content":"An efficient approach to autograd exists that contrasts with traditional per-element autograd","type":"semantic","confidence":0.35}],"entities":[{"source":"efficient approach","relationship":"contrasts with","target":"traditional per-element autograd","confidence":0.4}],"proposals":[{"action":"none","confidence":0.9,"reason":"New fact is already covered by candidate [5], which states the same concept: 'This efficient approach contrasts with traditional per-element autograd.' Candidate [4] provides additional rationale detail about MicroGPT's operation-level implementation. No new information to store.","fact":{"content":"An efficient approach to autograd exists that contrasts with traditional per-element autograd","type":"semantic","confidence":0.35}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: a0dfa18c-629b-4d78-994f-432434adcbfa
memory_id: b89f598b-0d28-44e2-bf39-d4b1a33e66e6
job_type: extract
status: completed
leased_at: 2026-02-26T08:03:17.952Z
completed_at: 2026-02-26T08:04:08.743Z
created_at: 2026-02-26T07:56:43.369Z
updated_at: 2026-02-26T08:04:08.743Z
result:
  {"facts":[{"content":"The file `docs/cross-attention.md` contains the Signet Memory Pipeline v2 specification rather than a trading-specific cross-attention design","type":"semantic","confidence":0.95},{"content":"The filename `docs/cross-attention.md` is misleading because it suggests trading-specific cross-attention content but actually contains memory pipeline specification documentation","type":"rationale","confidence":0.85},{"content":"There is a discrepancy in `docs/cross-attention.md` between the filename/original reference intent and the actual file content, suggesting either the filename needs correction or the original reference was made with incorrect assumptions about the file's purpose","type":"decision","confidence":0.8}],"entities":[{"source":"docs/cross-attention.md","relationship":"contains","target":"Signet Memory Pipeline v2 specification","confidence":0.95},{"source":"filename 'cross-attention.md'","relationship":"implies","target":"trading-specific cross-attention design","confidence":0.9},{"source":"docs/cross-attention.md","relationship":"has_misleading_filename_for","target":"actual content (Signet Memory Pipeline v2)","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents this discovery: that `docs/cross-attention.md` contains the Signet Memory Pipeline v2 spec rather than a trading-specific cross-attention design. The new fact is semantically identical to the existing learning note.","fact":{"content":"The file `docs/cross-attention.md` contains the Signet Memory Pipeline v2 specification rather than a trading-specific cross-attention design","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This observation is already captured in candidate [5] (ID: b89f598b-0d28-44e2-bf39-d4b1a33e66e6), which explicitly notes that `docs/cross-attention.md` is the Signet Memory Pipeline v2 spec rather than trading-specific, and flags the filename as potentially misleading. The new fact is a duplicate of existing learning.","fact":{"content":"The filename `docs/cross-attention.md` is misleading because it suggests trading-specific cross-attention content but actually contains memory pipeline specification documentation","type":"rationale","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate #5 (ID: b89f598b-0d28-44e2-bf39-d4b1a33e66e6) already captures this exact discrepancy: `docs/cross-attention.md` contains Signet Memory Pipeline v2 spec rather than trading-related content, with filename being misleading relative to actual content. New fact is a restatement of the same observation.","fact":{"content":"There is a discrepancy in `docs/cross-attention.md` between the filename/original reference intent and the actual file content, suggesting either the filename needs correction or the original reference was made with incorrect assumptions about the file's purpose","type":"decision","confidence":0.8}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: d1c91658-19c3-44ab-9dd5-9365a521a8ad
memory_id: 2a459878-70cf-4ca8-983c-b1445c614c48
job_type: extract
status: completed
leased_at: 2026-02-26T08:04:10.745Z
completed_at: 2026-02-26T08:04:45.051Z
created_at: 2026-02-26T07:56:43.380Z
updated_at: 2026-02-26T08:04:45.051Z
result:
  {"facts":[{"content":"The session was in an initial exploration/orientation phase when captured","type":"fact","confidence":0.95},{"content":"No implementation work had begun yet at the time of session capture","type":"fact","confidence":0.95}],"entities":[{"source":"Session","relationship":"was_in","target":"exploration/orientation phase","confidence":0.95},{"source":"Implementation work","relationship":"had_not_begun","target":"at session capture","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate #5 (2a459878-70cf-4ca8-983c-b1445c614c48) is an exact match — both state the session was in initial exploration/orientation phase when captured with no implementation work begun. The fact is already well-documented in existing memory.","fact":{"content":"The session was in an initial exploration/orientation phase when captured","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by candidate #5, which captures the same information with additional context about the exploration/orientation phase. No new information is added.","fact":{"content":"No implementation work had begun yet at the time of session capture","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 6a124fe8-083e-4b39-9a8a-4c21ca493a6e
memory_id: 780b1768-8300-48b4-98b5-85837842ae64
job_type: extract
status: completed
leased_at: 2026-02-26T08:14:43.336Z
completed_at: 2026-02-26T08:16:10.914Z
created_at: 2026-02-26T08:14:42.117Z
updated_at: 2026-02-26T08:16:10.914Z
result:
  {"facts":[{"content":"Nicholai requested to build and run the pm-server Rust crate","type":"procedural","confidence":0.95},{"content":"Claude issued the command `cargo build --release -p pm-server` to perform a release-optimized build of the pm-server crate","type":"procedural","confidence":0.95},{"content":"The pm-server build process initiated compilation of pm-server and its dependencies: pm-core, pm-garden, axum, tokio-tungstenite, and transitive dependencies","type":"semantic","confidence":0.9},{"content":"The cargo build --release compilation successfully initiated but did not complete before the session ended","type":"procedural","confidence":0.9},{"content":"The pm-server was not executed because the cargo build compilation did not complete","type":"procedural","confidence":0.95}],"entities":[{"source":"Nicholai","relationship":"requested","target":"pm-server build and run","confidence":0.95},{"source":"Claude","relationship":"issued","target":"cargo build --release -p pm-server","confidence":0.95},{"source":"pm-server build","relationship":"requires","target":"pm-core","confidence":0.9},{"source":"pm-server build","relationship":"requires","target":"pm-garden","confidence":0.9},{"source":"pm-server build","relationship":"requires","target":"axum","confidence":0.85},{"source":"pm-server build","relationship":"requires","target":"tokio-tungstenite","confidence":0.85},{"source":"compilation","relationship":"was interrupted by","target":"session end","confidence":0.95},{"source":"pm-server execution","relationship":"prevented by","target":"incomplete build","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate [5] already captures this procedural fact in greater detail: it records the request, the specific action taken (cargo build --release -p pm-server), compilation progress, and that the session ended mid-build. New fact adds no additional information.","fact":{"content":"Nicholai requested to build and run the pm-server Rust crate","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] (780b1768-8300-48b4-98b5-85837842ae64) already documents this exact event: Claude issuing `cargo build --release -p pm-server`, compilation initiation, and session context. The new fact provides no additional detail beyond what's already captured in the existing PM Server Build Initiation memory.","fact":{"content":"Claude issued the command `cargo build --release -p pm-server` to perform a release-optimized build of the pm-server crate","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already captured in candidate #5 (780b1768-8300-48b4-98b5-85837842ae64), which details the same PM Server build initiation with identical dependencies (pm-core, pm-garden, axum, tokio-tungstenite) and provides additional context that the build didn't complete.","fact":{"content":"The pm-server build process initiated compilation of pm-server and its dependencies: pm-core, pm-garden, axum, tokio-tungstenite, and transitive dependencies","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Existing candidate [5] (ID: 780b1768...) already captures this exact information: cargo build --release initiated successfully, compilation began, session ended mid-build, build did not complete. New fact adds no new details.","fact":{"content":"The cargo build --release compilation successfully initiated but did not complete before the session ended","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Candidate [4] already captures this information: the pm-server build was initiated, compilation did not complete, and the server was not run. The new fact restates the causal relationship implicitly contained in the existing memory with no new substantive detail.","fact":{"content":"The pm-server was not executed because the cargo build compilation did not complete","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 85914c8c-4da3-4742-841d-6502e8bdd81b
memory_id: e993d638-f95d-4ae8-9602-dd4f850516f6
job_type: extract
status: completed
leased_at: 2026-02-26T08:53:46.289Z
completed_at: 2026-02-26T08:54:51.300Z
created_at: 2026-02-26T08:53:45.801Z
updated_at: 2026-02-26T08:54:51.300Z
result:
  {"facts":[{"content":"The interface-design skill was invoked to work on adding a backdata collection feature to the watchtower terminal UI","type":"procedural","confidence":0.95},{"content":"A backdata collection feature is being added to the watchtower terminal user interface for OpenMarketUI","type":"decision","confidence":0.9},{"content":"The watchtower is a React-based terminal user interface built with opentui and Zustand for monitoring OpenMarketUI trading strategies","type":"semantic","confidence":0.95}],"entities":[{"source":"User","relationship":"invoked","target":"interface-design skill","confidence":0.95},{"source":"backdata collection feature","relationship":"targets","target":"watchtower terminal UI","confidence":0.9},{"source":"interface-design skill","relationship":"being used to design","target":"backdata collection feature","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively covered by existing candidates 4 and 5, which document the session initialization and interface-design skill invocation for the backdata collection feature. No new information to add or update.","fact":{"content":"The interface-design skill was invoked to work on adding a backdata collection feature to the watchtower terminal UI","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the exact same fact: designing a UI within watchtower for users to pull and collect historical market data (backdata). The new fact is a restatement of the existing task scope with no additional information to warrant a new entry or update.","fact":{"content":"A backdata collection feature is being added to the watchtower terminal user interface for OpenMarketUI","type":"decision","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate [3] already captures the full technical architecture: React + opentui for terminal rendering + Zustand state management. New fact is less specific (omits WebSocket/pm-server details) and doesn't add information beyond what's already documented.","fact":{"content":"The watchtower is a React-based terminal user interface built with opentui and Zustand for monitoring OpenMarketUI trading strategies","type":"semantic","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: c381278e-dc81-4f55-8be1-26eb459b3d6f
memory_id: 2b051df2-5c59-4454-a809-5cb5a0566585
job_type: extract
status: completed
leased_at: 2026-02-26T08:54:53.302Z
completed_at: 2026-02-26T08:55:53.173Z
created_at: 2026-02-26T08:53:45.821Z
updated_at: 2026-02-26T08:55:53.173Z
result:
  {"facts":[{"content":"The watchtower UI design task objective is to create an interface that enables users to pull and collect historical market data (backdata)","type":"fact","confidence":0.95},{"content":"The interface-design skill is being applied to guide the watchtower UI design process","type":"procedural","confidence":0.9},{"content":"The watchtower UI design follows craft-first principles that include: exploring the product domain, defining user intent, identifying signature elements, and avoiding generic defaults","type":"procedural","confidence":0.9}],"entities":[{"source":"watchtower","relationship":"needs_interface_for","target":"collecting historical market data (backdata)","confidence":0.95},{"source":"interface-design skill","relationship":"guides","target":"watchtower UI design process","confidence":0.9},{"source":"watchtower UI design","relationship":"follows","target":"craft-first principles","confidence":0.9}],"proposals":[{"action":"none","confidence":0.98,"reason":"Existing candidate [5] (ID: 2b051df2-5c59-4454-a809-5cb5a0566585) already captures this exact objective: 'design a user interface within watchtower that enables users to pull and collect historical market data (backdata)'. No new information to store.","fact":{"content":"The watchtower UI design task objective is to create an interface that enables users to pull and collect historical market data (backdata)","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively covered by candidates [4] and [5], which document the interface-design skill invocation for watchtower UI work on the backdata collection feature. No new information is introduced.","fact":{"content":"The interface-design skill is being applied to guide the watchtower UI design process","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"New fact captures watchtower's design methodology (craft-first principles) as a general procedural approach, distinct from candidate [5] which contextualizes it within a specific session task (backdata feature). This warrants a standalone memory for future design decisions on watchtower.","fact":{"content":"The watchtower UI design follows craft-first principles that include: exploring the product domain, defining user intent, identifying signature elements, and avoiding generic defaults","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 088d5120-7ddc-4d26-91fe-2868a142f82d
memory_id: ad3de977-52ce-42de-a791-fcddc9d151af
job_type: extract
status: completed
leased_at: 2026-02-26T08:55:55.176Z
completed_at: 2026-02-26T08:56:59.106Z
created_at: 2026-02-26T08:53:45.840Z
updated_at: 2026-02-26T08:56:59.106Z
result:
  {"facts":[{"content":"No design work has been completed for the project to date","type":"fact","confidence":0.95},{"content":"No implementation work has been completed for the project to date","type":"fact","confidence":0.95},{"content":"Skill documentation was loaded to establish project methodology as a prerequisite step before proceeding with exploration and proposal phases","type":"procedural","confidence":0.9},{"content":"The project workflow includes three sequential phases: methodology establishment (via documentation), exploration phase, and proposal phase","type":"procedural","confidence":0.85}],"entities":[{"source":"project","relationship":"status-not-started","target":"design work","confidence":0.95},{"source":"project","relationship":"status-not-started","target":"implementation","confidence":0.95},{"source":"skill documentation","relationship":"loaded-to-establish","target":"project methodology","confidence":0.9},{"source":"project","relationship":"planned-phases","target":"exploration and proposal phases","confidence":0.85}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate [5] already captures this fact comprehensively: 'No design work or implementation has occurred yet.' The new fact is redundant with existing memory.","fact":{"content":"No design work has been completed for the project to date","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Existing candidate [5] already captures this fact comprehensively: 'No design work or implementation has occurred yet.' The new fact about no implementation work is a subset of what's already stored. Candidates [2-4] also reinforce this at session level. The fact is redundantly covered.","fact":{"content":"No implementation work has been completed for the project to date","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this fact verbatim: 'The skill documentation was loaded to establish methodology before proceeding with exploration and proposal phases.' The new fact is identical in substance and adds no new information.","fact":{"content":"Skill documentation was loaded to establish project methodology as a prerequisite step before proceeding with exploration and proposal phases","type":"procedural","confidence":0.9}},{"action":"update","targetMemoryId":"ad3de977-52ce-42de-a791-fcddc9d151af","confidence":0.85,"reason":"Candidate [5] mentions the same three phases (methodology establishment, exploration, proposal) within a status note. The new fact systematizes this as an explicit workflow pattern. Merging makes the workflow structure clear and reusable across projects.","fact":{"content":"The project workflow includes three sequential phases: methodology establishment (via documentation), exploration phase, and proposal phase","type":"procedural","confidence":0.85},"targetContent":"## Status No design work or implementation has occurred yet. The skill documentation was loaded to establish methodology before proceeding with exploration and proposal phases."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: acf532df-b998-4657-9621-024e3f254a6e
memory_id: c13a698d-de80-4934-accf-993af8613ff9
job_type: extract
status: completed
leased_at: 2026-02-26T09:12:49.746Z
completed_at: 2026-02-26T09:14:04.320Z
created_at: 2026-02-26T09:12:47.988Z
updated_at: 2026-02-26T09:14:04.320Z
result:
  {"facts":[{"content":"Nicholai reported system audio not playing back during troubleshooting","type":"fact","confidence":0.95},{"content":"The `pactl` command was used to diagnose the audio system configuration","type":"procedural","confidence":0.95},{"content":"PipeWire version 1.4.10 was configured with two audio sinks: a USB BurrBrown audio interface and HDMI stereo output","type":"fact","confidence":0.95},{"content":"The USB BurrBrown audio interface sink was in SUSPENDED state during diagnosis","type":"fact","confidence":0.95},{"content":"The HDMI stereo output sink was in RUNNING state during diagnosis","type":"fact","confidence":0.95}],"entities":[{"source":"Nicholai","relationship":"reported","target":"system audio playback failure","confidence":0.95},{"source":"system audio","relationship":"uses","target":"PipeWire 1.4.10","confidence":0.9},{"source":"PipeWire 1.4.10","relationship":"configured with sink","target":"USB BurrBrown audio interface","confidence":0.95},{"source":"PipeWire 1.4.10","relationship":"configured with sink","target":"HDMI stereo output","confidence":0.95},{"source":"USB BurrBrown audio interface","relationship":"has status","target":"SUSPENDED","confidence":0.95},{"source":"HDMI stereo output","relationship":"has status","target":"RUNNING","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively captured in existing memory ID c13a698d-de80-4934-accf-993af8613ff9 (Audio Playback Issue) which explicitly states 'Nicholai reported system audio not playing back' along with diagnostic details. Related contextual memories (IDs 6e8ce6a1 and bf013e6b) form a complete record of this troubleshooting session.","fact":{"content":"Nicholai reported system audio not playing back during troubleshooting","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already captured in candidate [5] which documents the audio playback troubleshooting session where `pactl` diagnostics were run and PipeWire configuration was analyzed","fact":{"content":"The `pactl` command was used to diagnose the audio system configuration","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already fully captured in candidate [3] (ID: c13a698d-de80-4934-accf-993af8613ff9), which documents the exact same PipeWire 1.4.10 configuration with USB BurrBrown and HDMI sinks. No new information or refinement is provided.","fact":{"content":"PipeWire version 1.4.10 was configured with two audio sinks: a USB BurrBrown audio interface and HDMI stereo output","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already documents that the USB BurrBrown audio interface sink was in SUSPENDED state during the PipeWire diagnostics. This new fact is a subset of existing memory about the audio troubleshooting session.","fact":{"content":"The USB BurrBrown audio interface sink was in SUSPENDED state during diagnosis","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Existing candidate [4] already explicitly states 'The HDMI sink was set as the default and showed RUNNING status' and candidate [3] documents 'HDMI stereo output (RUNNING)' from the pactl diagnostics. The new fact provides no additional information beyond what's already captured in these memories.","fact":{"content":"The HDMI stereo output sink was in RUNNING state during diagnosis","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: d1097c23-d89f-4ae4-bec8-800d68be6f08
memory_id: 6e8ce6a1-4c0a-42de-a7b7-b7edddc45930
job_type: extract
status: completed
leased_at: 2026-02-26T09:14:06.322Z
completed_at: 2026-02-26T09:14:59.635Z
created_at: 2026-02-26T09:12:48.024Z
updated_at: 2026-02-26T09:14:59.635Z
result:
  {"facts":[{"content":"The HDMI sink was configured as the default audio output device and displayed RUNNING status but produced no audio output","type":"fact","confidence":0.95},{"content":"During troubleshooting, the USB audio sink was investigated as a potential source of interference with the HDMI sink's audio output","type":"procedural","confidence":0.85},{"content":"HDMI is the correct intended audio output device for Nicholai's system setup","type":"preference","confidence":0.9}],"entities":[{"source":"HDMI sink","relationship":"configured as","target":"default audio output device","confidence":0.95},{"source":"HDMI sink","relationship":"has status","target":"RUNNING","confidence":0.95},{"source":"USB sink","relationship":"suspected of interfering with","target":"HDMI audio output","confidence":0.85},{"source":"Nicholai","relationship":"intends to use","target":"HDMI as audio output","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [6e8ce6a1] already captures this exact fact: 'The HDMI sink was set as the default and showed RUNNING status, but no audio was outputting.' The new fact is a direct restatement with no additional information or nuance to justify an update.","fact":{"content":"The HDMI sink was configured as the default audio output device and displayed RUNNING status but produced no audio output","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly states 'Initial troubleshooting suggested the USB sink might be interfering'—this is equivalent to the new fact about investigating the USB audio sink as a potential interference source. No new information to capture.","fact":{"content":"During troubleshooting, the USB audio sink was investigated as a potential source of interference with the HDMI sink's audio output","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact fact: 'Nicholai clarified that HDMI is the correct intended output.' The preference is already documented in the audio troubleshooting context.","fact":{"content":"HDMI is the correct intended audio output device for Nicholai's system setup","type":"preference","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 20c9b854-7e02-49a5-b7de-4c6422980c66
memory_id: bf013e6b-22a6-44b7-b5b4-40ee7b4797ea
job_type: extract
status: completed
leased_at: 2026-02-26T09:15:01.637Z
completed_at: 2026-02-26T09:15:44.406Z
created_at: 2026-02-26T09:12:48.039Z
updated_at: 2026-02-26T09:15:44.406Z
result:
  {"facts":[{"content":"A diagnostic session ended with diagnosis completed but the root cause of the issue was not yet identified","type":"fact","confidence":0.95},{"content":"Possible causes for the unidentified issue include: mute status, volume level, or missing sink inputs","type":"fact","confidence":0.9}],"entities":[{"source":"diagnostic session","relationship":"status","target":"ended with diagnosis complete but root cause unidentified","confidence":0.95},{"source":"issue","relationship":"possible_causes","target":"mute status","confidence":0.85},{"source":"issue","relationship":"possible_causes","target":"volume level","confidence":0.85},{"source":"issue","relationship":"possible_causes","target":"missing sink inputs","confidence":0.85}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate [5] already captures this exact statement: 'Session ended with the diagnosis complete but root cause not yet identified.' The new fact adds no novel information beyond what's already stored. The core assertion (diagnosis complete, root cause not identified) is already present in existing memory.","fact":{"content":"A diagnostic session ended with diagnosis completed but the root cause of the issue was not yet identified","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by existing candidate [4], which explicitly lists 'mute status, volume level, or missing sink inputs' as the likely diagnosis. The new fact adds no additional information.","fact":{"content":"Possible causes for the unidentified issue include: mute status, volume level, or missing sink inputs","type":"fact","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 829a9d02-852c-453e-9daa-0a852fcd515d
memory_id: 5406f67a-2a3c-43e9-aea6-5722dda5c045
job_type: extract
status: completed
leased_at: 2026-02-26T09:16:54.453Z
completed_at: 2026-02-26T09:17:38.143Z
created_at: 2026-02-26T09:16:53.792Z
updated_at: 2026-02-26T09:17:38.143Z
result:
  {"facts":[{"content":"Nicholai provided a detailed implementation plan for adding direct session control to the watchtower overview tab","type":"procedural","confidence":0.95},{"content":"The watchtower overview tab is being enhanced with direct session control functionality based on a documented implementation plan","type":"decision","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"provided","target":"implementation plan for watchtower session controls","confidence":0.95},{"source":"implementation plan","relationship":"targets","target":"watchtower overview tab","confidence":0.9},{"source":"watchtower overview tab","relationship":"will gain","target":"direct session control","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact fact: 'Nicholai provided a detailed implementation plan for adding direct session control to the watchtower overview tab.' The new fact is a duplicate of existing memory.","fact":{"content":"Nicholai provided a detailed implementation plan for adding direct session control to the watchtower overview tab","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by candidate [5406f67a...] which explicitly documents the Overview Tab Session Controls Implementation Plan. Both address the same topic: watchtower overview tab enhancement with session control based on a documented implementation plan. No new information to add or update.","fact":{"content":"The watchtower overview tab is being enhanced with direct session control functionality based on a documented implementation plan","type":"decision","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: c5fcb873-105e-4f83-bb07-6c8769ab1a17
memory_id: b256513d-c256-43eb-b54f-853a1f639b03
job_type: extract
status: completed
leased_at: 2026-02-26T09:17:40.144Z
completed_at: 2026-02-26T09:18:52.077Z
created_at: 2026-02-26T09:16:53.803Z
updated_at: 2026-02-26T09:18:52.077Z
result:
  {"facts":[{"content":"Session management controls in watchtower (start/stop backtest, start/stop paper trading, configure, select presets) are currently implemented in the Ctrl+P command menu modal","type":"fact","confidence":1},{"content":"Planned refactoring introduces SessionControlStrip, a left-side panel component in watchtower's two-column layout, to consolidate session management controls","type":"decision","confidence":0.9},{"content":"SessionControlStrip in watchtower implements keyboard-driven controls for session management operations","type":"decision","confidence":0.9},{"content":"SessionControlStrip displays inline backtest progress during active backtest execution","type":"decision","confidence":0.9}],"entities":[{"source":"Session management (watchtower)","relationship":"currently-located-in","target":"Ctrl+P command menu modal","confidence":1},{"source":"Watchtower","relationship":"planned-new-layout","target":"two-column layout with SessionControlStrip on left","confidence":0.9},{"source":"SessionControlStrip","relationship":"provides","target":"keyboard-driven controls","confidence":0.9},{"source":"SessionControlStrip","relationship":"displays","target":"inline backtest progress","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the exact same information: session management controls (start/stop backtest/paper, configure, select presets) currently in Ctrl+P command menu modal. No new information to add or update.","fact":{"content":"Session management controls in watchtower (start/stop backtest, start/stop paper trading, configure, select presets) are currently implemented in the Ctrl+P command menu modal","type":"fact","confidence":1}},{"action":"none","confidence":0.92,"reason":"Candidate [5] already covers this fact in detail: it explicitly mentions SessionControlStrip as a left-side panel in a two-column layout for consolidating session management controls. The new fact adds no new information beyond what's already stored.","fact":{"content":"Planned refactoring introduces SessionControlStrip, a left-side panel component in watchtower's two-column layout, to consolidate session management controls","type":"decision","confidence":0.9}},{"action":"none","confidence":0.85,"reason":"Candidate [5] already comprehensively covers SessionControlStrip with keyboard-driven controls, describing it as a left-side panel with keyboard-driven session management. The new fact confirms what's already documented in the implementation plan and adds no novel information.","fact":{"content":"SessionControlStrip in watchtower implements keyboard-driven controls for session management operations","type":"decision","confidence":0.9}},{"action":"update","targetMemoryId":"b256513d-c256-43eb-b54f-853a1f639b03","confidence":0.9,"reason":"New fact specifies the implementation detail of inline backtest progress display during active execution. Existing memory [5] already mentions SessionControlStrip with inline backtest progress display, but this confirms and clarifies the timing. Merge to make the timing explicit in the existing memory.","fact":{"content":"SessionControlStrip displays inline backtest progress during active backtest execution","type":"decision","confidence":0.9},"targetContent":"Currently, all session management (start/stop backtest/paper, configure, select presets) is buried in the Ctrl+P command menu modal. The plan introduces a left-side SessionControlStrip panel in a two-column layout, with keyboard-driven controls and inline backtest progress display."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: a0086dc8-6d55-4daa-9a5d-0e8c315645c0
memory_id: 9d6c1fb5-f4c2-4337-9520-0f10ef41a642
job_type: extract
status: completed
leased_at: 2026-02-26T09:18:54.078Z
completed_at: 2026-02-26T09:20:22.859Z
created_at: 2026-02-26T09:16:53.816Z
updated_at: 2026-02-26T09:20:22.859Z
result:
  {"facts":[{"content":"The watchtower terminal UI uses a two-column layout with session control strip (width: 38) on left and strategies table (flexGrow: 1) on right","type":"decision","confidence":0.9},{"content":"The watchtower UI uses tab-gated keybindings where key bindings are scoped to the active tab context","type":"decision","confidence":0.9},{"content":"Tab-gated keybindings were chosen for watchtower to avoid conflicts when the same key has different meanings in different tab contexts","type":"rationale","confidence":0.85},{"content":"The watchtower UI keybindings are: b=backtest, p=paper, x=stop, space=pause, comma/period=cycle presets, c=config, +/-=adjust speed","type":"procedural","confidence":0.95}],"entities":[{"source":"watchtower UI","relationship":"uses","target":"two-column layout","confidence":0.9},{"source":"watchtower UI","relationship":"implements","target":"tab-gated keybindings","confidence":0.9},{"source":"tab-gating","relationship":"prevents","target":"keybinding conflicts","confidence":0.85},{"source":"session control strip","relationship":"is component of","target":"watchtower UI","confidence":0.9},{"source":"strategies table","relationship":"is component of","target":"watchtower UI","confidence":0.9}],"proposals":[{"action":"update","targetMemoryId":"8a2a0291-64ba-49ec-8c0f-c5d3f62ac7f4","confidence":0.85,"reason":"New fact provides specific layout dimensions (session control strip width: 38, strategies table flexGrow: 1) for the SessionControlStrip and GardenOverview layout components already mentioned in the target memory. Merging adds concrete implementation details.","fact":{"content":"The watchtower terminal UI uses a two-column layout with session control strip (width: 38) on left and strategies table (flexGrow: 1) on right","type":"decision","confidence":0.9},"targetContent":"s display replaces full-screen overlay on overview tab - No backend changes required Implementation scope: 7 files across watchtower, including new SessionControlStrip component, modified GardenOverview layout, store actions (cyclePreset, adjustBacktestSpeed), keyboard nav bindings, and utility ext"},{"action":"add","confidence":0.85,"reason":"New architectural pattern about keybinding scoping in watchtower. While candidate 5 mentions 'keyboard nav bindings', that's specific to session controls implementation. This fact describes a general architectural pattern (tab-gated keybindings) that applies across watchtower and deserves its own memory entry.","fact":{"content":"The watchtower UI uses tab-gated keybindings where key bindings are scoped to the active tab context","type":"decision","confidence":0.9}},{"action":"update","targetMemoryId":"9d6c1fb5-f4c2-4337-9520-0f10ef41a642","confidence":0.85,"reason":"New fact provides the explicit rationale for the tab-gated keybinding design already documented in candidate [5]. Merging this will clarify why tab-gating was chosen (to handle context-dependent key meanings across tabs).","fact":{"content":"Tab-gated keybindings were chosen for watchtower to avoid conflicts when the same key has different meanings in different tab contexts","type":"rationale","confidence":0.85},"targetContent":"Key design decisions: - Two-column layout: session control strip (width: 38) on left, strategies table (flexGrow: 1) on right - Tab-gated keybindings to avoid conflicts (b=backtest, p=paper, x=stop, space=pause, comma/period=cycle presets, c=config, +/-=adjust speed) - Inline progress bar and result"},{"action":"none","confidence":0.98,"reason":"Keybindings already documented in candidate [4] (ID: 9d6c1fb5-f4c2-4337-9520-0f10ef41a642) with identical mapping: b=backtest, p=paper, x=stop, space=pause, comma/period=cycle presets, c=config, +/-=adjust speed. New fact is redundant.","fact":{"content":"The watchtower UI keybindings are: b=backtest, p=paper, x=stop, space=pause, comma/period=cycle presets, c=config, +/-=adjust speed","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: a40c55c0-35bd-49e2-88ec-f3912b169c43
memory_id: 8a2a0291-64ba-49ec-8c0f-c5d3f62ac7f4
job_type: extract
status: completed
leased_at: 2026-02-26T09:20:24.888Z
completed_at: 2026-02-26T09:20:51.161Z
created_at: 2026-02-26T09:16:53.827Z
updated_at: 2026-02-26T09:20:51.161Z
result:
  {"facts":[{"content":"The watchtower terminal UI uses a two-column layout with a session control strip (width: 38) on the left and a strategies table (flexGrow: 1) on the right","type":"fact","confidence":0.95}],"entities":[{"source":"watchtower terminal UI","relationship":"uses","target":"two-column layout","confidence":0.95},{"source":"watchtower terminal UI","relationship":"has left column","target":"session control strip","confidence":0.95},{"source":"session control strip","relationship":"has width","target":"38","confidence":0.95},{"source":"watchtower terminal UI","relationship":"has right column","target":"strategies table","confidence":0.95},{"source":"strategies table","relationship":"has property","target":"flexGrow: 1","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate #5 (ID: 8a2a0291-64ba-49ec-8c0f-c5d3f62ac7f4) already contains this exact fact about the two-column layout with specific pixel/flex dimensions. No update needed.","fact":{"content":"The watchtower terminal UI uses a two-column layout with a session control strip (width: 38) on the left and a strategies table (flexGrow: 1) on the right","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: ae1cc1ec-9c48-4e05-bab1-91f4c2495a02
memory_id: f3b2c44a-956e-4723-9783-e99e0120bc5a
job_type: extract
status: completed
leased_at: 2026-02-27T03:36:09.039Z
completed_at: 2026-02-27T03:37:46.224Z
created_at: 2026-02-27T03:36:09.038Z
updated_at: 2026-02-27T03:37:46.224Z
result:
  {"facts":[{"content":"Signetai is installable as a global npm package via `npm install -g signetai`","type":"procedural","confidence":0.9},{"content":"Signetai is installable via `npx signetai` command","type":"procedural","confidence":0.9},{"content":"The signetai postinstall script uses ESM (ES Module) syntax","type":"fact","confidence":0.95},{"content":"ESM-based postinstall scripts can be unreliable/flaky in some npm environments","type":"procedural","confidence":0.85},{"content":"A plan was initiated to fix signetai npm installation compatibility by converting the postinstall script and making additional changes","type":"decision","confidence":0.8},{"content":"The npm installation compatibility fix plan involves three key changes, though details are incomplete in the source text","type":"procedural","confidence":0.65}],"entities":[{"source":"signetai npm package","relationship":"installable via","target":"npm install -g","confidence":0.9},{"source":"signetai npm package","relationship":"installable via","target":"npx","confidence":0.9},{"source":"signetai postinstall script","relationship":"uses","target":"ESM","confidence":0.95},{"source":"ESM in postinstall scripts","relationship":"causes","target":"flakiness in npm environments","confidence":0.85},{"source":"plan","relationship":"addresses","target":"postinstall script ESM issue","confidence":0.8}],"proposals":[{"action":"update","targetMemoryId":"f3b2c44a-956e-4723-9783-e99e0120bc5a","confidence":0.85,"reason":"New fact confirms successful completion of the npm installation work tracked in candidate [2]. Should update that memory from 'implementation in progress' to 'capability now live'. Merges seamlessly as the outcome of the plan described there.","fact":{"content":"Signetai is installable as a global npm package via `npm install -g signetai`","type":"procedural","confidence":0.9},"targetContent":"## Signetai NPM Installation Compatibility Started implementing a plan to enable npm installation of signetai via `npm install -g signetai` or `npx signetai`. The main issue was the postinstall script using ESM, which can be flaky in some npm environments. The plan involved three key changes: 1."},{"action":"update","targetMemoryId":"05a7f279-a8ad-4828-9d83-5b85f11b2687","confidence":0.85,"reason":"New fact complements existing installation methods in candidate [1]. Should add `npx signetai` as an alternative install option alongside the curl method.","fact":{"content":"Signetai is installable via `npx signetai` command","type":"procedural","confidence":0.9},"targetContent":"## Key Details\n\n- **Domain:** signetai.sh (purchased)\n- **Tagline:** \"Own your agent. Bring it anywhere.\"\n- **Install:** `curl -sL https://signetai.sh/install | bash`"},{"action":"none","confidence":0.95,"reason":"Candidate [3] already documents that the postinstall script was using ESM as the root cause of npm installation issues. The new fact is redundant with existing memory about this problem, which has since been resolved (converted to CommonJS per candidate [4])","fact":{"content":"The signetai postinstall script uses ESM (ES Module) syntax","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already explicitly documented in candidate [2], which states 'the main issue was the postinstall script using ESM, which can be flaky in some npm environments.' No new information to add or update.","fact":{"content":"ESM-based postinstall scripts can be unreliable/flaky in some npm environments","type":"procedural","confidence":0.85}},{"action":"update","targetMemoryId":"f3b2c44a-956e-4723-9783-e99e0120bc5a","confidence":0.85,"reason":"New fact directly relates to candidate #5 (Signetai NPM Installation Compatibility issue). Candidate #5 is incomplete (text cuts off mid-sentence at '1.') and the new fact provides a clearer, more complete summary of the decision: converting postinstall script + making additional changes. Update #5 to consolidate and complete this information.","fact":{"content":"A plan was initiated to fix signetai npm installation compatibility by converting the postinstall script and making additional changes","type":"decision","confidence":0.8},"targetContent":"## Signetai NPM Installation Compatibility Started implementing a plan to enable npm installation of signetai via `npm install -g signetai` or `npx signetai`. The main issue was the postinstall script using ESM, which can be flaky in some npm environments. The plan involved three key changes: 1."},{"action":"none","confidence":0.85,"reason":"Candidate [2] already captures this fact — it specifically addresses 'Signetai NPM Installation Compatibility' and mentions 'three key changes' with incomplete details (cut off mid-sentence). The new fact adds no additional information beyond what's already recorded.","fact":{"content":"The npm installation compatibility fix plan involves three key changes, though details are incomplete in the source text","type":"procedural","confidence":0.65}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":3,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 5311da01-9dae-4ca4-8386-bd2c280fd767
memory_id: 63b2b703-5cdf-4586-a5bd-1c814e6aea03
job_type: extract
status: completed
leased_at: 2026-02-27T03:37:48.228Z
completed_at: 2026-02-27T03:39:09.982Z
created_at: 2026-02-27T03:36:09.050Z
updated_at: 2026-02-27T03:39:09.982Z
result:
  {"facts":[{"content":"The postinstall script at packages/signetai/bin/postinstall.js must be converted from ESM (ECMAScript modules) to CommonJS format","type":"procedural","confidence":0.95},{"content":"The postinstall script file should be renamed from postinstall.js to postinstall.cjs when converting to CommonJS","type":"procedural","confidence":0.95},{"content":"The postinstall entry in package.json must be updated to reference postinstall.cjs instead of postinstall.js","type":"procedural","confidence":0.95},{"content":"Signet CLI commands are compatible with just Node.js runtime and do not require Bun","type":"fact","confidence":0.9},{"content":"Signet daemon startup requires Bun runtime, not just Node.js","type":"fact","confidence":0.9},{"content":"Postinstall script messaging should be improved to clarify that CLI commands work with Node.js alone, but daemon startup requires Bun","type":"decision","confidence":0.85}],"entities":[{"source":"packages/signetai/bin/postinstall script","relationship":"converts-from","target":"ESM","confidence":0.95},{"source":"packages/signetai/bin/postinstall script","relationship":"converts-to","target":"CommonJS","confidence":0.95},{"source":"postinstall file","relationship":"renames-to","target":".cjs extension","confidence":0.95},{"source":"package.json postinstall field","relationship":"references","target":"postinstall.cjs","confidence":0.95},{"source":"Signet CLI commands","relationship":"requires","target":"Node.js","confidence":0.9},{"source":"Signet daemon startup","relationship":"requires","target":"Bun","confidence":0.9}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [4] already contains this exact technical requirement: 'Convert `packages/signetai/bin/postinstall.js` from ESM to CommonJS (rename to `.cjs`)'. The new fact is a subset of existing memory that already covers the postinstall script conversion task with additional context about package.json updates and messaging improvements.","fact":{"content":"The postinstall script at packages/signetai/bin/postinstall.js must be converted from ESM (ECMAScript modules) to CommonJS format","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 4 already explicitly captures this procedural fact: 'Convert `packages/signetai/bin/postinstall.js` from ESM to CommonJS (rename to `.cjs`)'. The new fact is redundant with existing memory coverage.","fact":{"content":"The postinstall script file should be renamed from postinstall.js to postinstall.cjs when converting to CommonJS","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already comprehensively documents this requirement: 'Update the postinstall reference in package.json from `.js` to `.cjs`'. The new fact is a precise restatement of this item and adds no new information.","fact":{"content":"The postinstall entry in package.json must be updated to reference postinstall.cjs instead of postinstall.js","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"New fact about Signet CLI runtime requirements. No existing memory covers Node.js/Bun compatibility for CLI commands. This is useful technical detail for the Signet agent system context.","fact":{"content":"Signet CLI commands are compatible with just Node.js runtime and do not require Bun","type":"fact","confidence":0.9}},{"action":"update","targetMemoryId":"63b2b703-5cdf-4586-a5bd-1c814e6aea03","confidence":0.85,"reason":"New fact directly matches existing candidate #5 which already states 'daemon startup requires Bun'. Merge to create a cleaner fact-focused statement, stripping the task items (postinstall conversion, package.json update) which are implementation details, not foundational knowledge.","fact":{"content":"Signet daemon startup requires Bun runtime, not just Node.js","type":"fact","confidence":0.9},"targetContent":"Convert `packages/signetai/bin/postinstall.js` from ESM to CommonJS (rename to `.cjs`) 2. Update the postinstall reference in package.json from `.js` to `.cjs` 3. Improve postinstall messaging to clarify that CLI commands work with just Node.js, but daemon startup requires Bun 4."},{"action":"update","targetMemoryId":"63b2b703-5cdf-4586-a5bd-1c814e6aea03","confidence":0.85,"reason":"New fact refines existing memory about postinstall improvements. Candidate [5] lists postinstall messaging as item 3; new fact clarifies the specific messaging goal (Node.js alone for CLI, Bun required for daemon). Merge by enhancing the messaging improvement item with this rationale.","fact":{"content":"Postinstall script messaging should be improved to clarify that CLI commands work with Node.js alone, but daemon startup requires Bun","type":"decision","confidence":0.85},"targetContent":"Convert `packages/signetai/bin/postinstall.js` from ESM to CommonJS (rename to `.cjs`) 2. Update the postinstall reference in package.json from `.js` to `.cjs` 3. Improve postinstall messaging to clarify that CLI commands work with just Node.js, but daemon startup requires Bun 4."}],"writeMode":"phase-c","writeStats":{"added":1,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 6ede69a6-fcba-46c2-aaba-dc0184009529
memory_id: 53c454bc-bb14-445c-9fc0-f3fa5c774d27
job_type: extract
status: completed
leased_at: 2026-02-27T03:39:11.985Z
completed_at: 2026-02-27T03:40:16.092Z
created_at: 2026-02-27T03:36:09.065Z
updated_at: 2026-02-27T03:40:16.092Z
result:
  {"facts":[{"content":"The postinstall.js file uses `import { execSync }` from Node's child_process module","type":"fact","confidence":0.95},{"content":"The postinstall.js file includes terminal color codes for console output formatting","type":"fact","confidence":0.95},{"content":"The postinstall.js script checks for Bun availability before proceeding with installation","type":"procedural","confidence":0.9},{"content":"The postinstall.js script displays installation instructions to the user when checks complete","type":"procedural","confidence":0.9},{"content":"The README requirements section needs updating for clarity","type":"decision","confidence":0.85}],"entities":[{"source":"postinstall.js","relationship":"uses","target":"execSync","confidence":0.95},{"source":"postinstall.js","relationship":"includes","target":"terminal color codes","confidence":0.95},{"source":"postinstall.js","relationship":"checks for","target":"Bun availability","confidence":0.9},{"source":"postinstall.js","relationship":"displays","target":"installation instructions","confidence":0.9},{"source":"README","relationship":"needs","target":"requirements section clarity update","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [1] already captures this fact: it documents that postinstall.js uses `import { execSync }` from Node's child_process module. The new fact is fully covered by existing memory.","fact":{"content":"The postinstall.js file uses `import { execSync }` from Node's child_process module","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate [3] already contains this fact: it explicitly mentions that postinstall.js 'includes terminal color codes' as part of its description. The new fact is already covered by existing memory.","fact":{"content":"The postinstall.js file includes terminal color codes for console output formatting","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents that postinstall.js checks for Bun availability. The new fact is already captured in existing memory.","fact":{"content":"The postinstall.js script checks for Bun availability before proceeding with installation","type":"procedural","confidence":0.9}},{"action":"update","targetMemoryId":"53c454bc-bb14-445c-9fc0-f3fa5c774d27","confidence":0.85,"reason":"New fact adds specificity about when postinstall displays instructions (after checks complete). Candidate [5] already covers that the script displays installation instructions; merging provides complete behavioral description.","fact":{"content":"The postinstall.js script displays installation instructions to the user when checks complete","type":"procedural","confidence":0.9},"targetContent":"Update README requirements section for clarity Begun by reading the current postinstall.js file, which uses `import { execSync }` and includes terminal color codes. The script checks for Bun availability and displays installation instructions."},{"action":"none","confidence":0.92,"reason":"Candidate [5] already captures this decision: 'Update README requirements section for clarity' with work begun on postinstall.js review. New fact is redundant with existing memory.","fact":{"content":"The README requirements section needs updating for clarity","type":"decision","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 10f2c47d-692b-4318-a588-2dacaad13dee
memory_id: a757e955-9b1a-479d-ba48-26ded4a148ab
job_type: extract
status: completed
leased_at: 2026-02-27T03:40:30.676Z
completed_at: 2026-02-27T03:42:13.960Z
created_at: 2026-02-27T03:40:08.115Z
updated_at: 2026-02-27T03:42:13.960Z
result:
  {"facts":[{"content":"AGENTS.md instructs agents to use `signet secret get KEY` command, but this command does not exist in the Signet CLI","type":"fact","confidence":0.95},{"content":"The Signet CLI secret subcommand only supports: put, list, delete, has operations (no get operation)","type":"fact","confidence":0.95},{"content":"The Signet API intentionally does not expose a GET /api/secrets/:name endpoint","type":"fact","confidence":0.95},{"content":"Secrets are intentionally prevented from leaking into agent context in Signet by design","type":"rationale","confidence":0.9},{"content":"The correct mechanism for agents to access secrets in Signet involves either execWithSecrets or the exec endpoint, but the exact method is not currently documented or confirmed","type":"procedural","confidence":0.75},{"content":"Nicholai does not remember the exact mechanism for safely accessing secrets within the Signet agent system","type":"preference","confidence":0.85},{"content":"AGENTS.md instructions require updating to document the correct secret access method once it is confirmed","type":"decision","confidence":0.9}],"entities":[{"source":"AGENTS.md","relationship":"contains incorrect instruction","target":"signet secret get KEY command","confidence":0.95},{"source":"Signet CLI secret subcommand","relationship":"supports","target":"put, list, delete, has operations","confidence":0.95},{"source":"Signet CLI secret subcommand","relationship":"lacks","target":"get operation","confidence":0.95},{"source":"Signet API","relationship":"intentionally lacks","target":"GET /api/secrets/:name endpoint","confidence":0.95},{"source":"Signet system","relationship":"prevents","target":"secrets leaking into agent context","confidence":0.9},{"source":"execWithSecrets/exec endpoint","relationship":"provides","target":"proper secret access mechanism for agents","confidence":0.75},{"source":"Nicholai","relationship":"uncertain about","target":"exact secret access mechanism in Signet","confidence":0.85}],"proposals":[{"action":"none","confidence":0.98,"reason":"Existing candidate [5] already documents this exact issue in detail: AGENTS.md instructs `signet secret get KEY`, but the command doesn't exist (only put/list/delete/has are available), and explains that the proper mechanism involves execWithSecrets or the exec endpoint. New fact adds no novel information beyond what's already captured.","fact":{"content":"AGENTS.md instructs agents to use `signet secret get KEY` command, but this command does not exist in the Signet CLI","type":"fact","confidence":0.95}},{"action":"update","targetMemoryId":"a757e955-9b1a-479d-ba48-26ded4a148ab","confidence":0.9,"reason":"New fact directly confirms and refines the existing issue about Signet CLI secrets. The issue already identified that AGENTS.md incorrectly documents 'signet secret get KEY' when the CLI only supports put/list/delete/has. The new fact provides the exact confirmation of supported operations, making them worth merging into a single, consolidated memory.","fact":{"content":"The Signet CLI secret subcommand only supports: put, list, delete, has operations (no get operation)","type":"fact","confidence":0.95},"targetContent":"Bug: AGENTS.md tells agents to use `signet secret get KEY` but that command doesn't exist. CLI only has put/list/delete/has. There's no GET /api/secrets/:name endpoint by design (secrets shouldn't leak into agent context). The correct approach involves execWithSecrets or the exec endpoint, but Nicholai doesn't remember the exact mechanism. The agent instructions need updating once the proper method is confirmed."},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly documents this design decision: 'There's no GET /api/secrets/:name endpoint by design (secrets shouldn't leak into agent context).' The new fact restates the same architectural decision without adding new information.","fact":{"content":"The Signet API intentionally does not expose a GET /api/secrets/:name endpoint","type":"fact","confidence":0.95}},{"action":"add","confidence":0.85,"reason":"Distinct architectural/security design principle about Signet's secret handling. Not covered by existing memories which focus on install flow, context overflow, and daemon architecture. This fact captures an important design intention.","fact":{"content":"Secrets are intentionally prevented from leaking into agent context in Signet by design","type":"rationale","confidence":0.9}},{"action":"update","targetMemoryId":"a757e955-9b1a-479d-ba48-26ded4a148ab","confidence":0.75,"reason":"New fact provides the missing clarification to the existing issue. Merge them to consolidate: the bug exists (AGENTS.md tells agents to use non-existent `signet secret get`), the suspected fix involves execWithSecrets or exec endpoint, but the exact mechanism remains unconfirmed and undocumented.","fact":{"content":"The correct mechanism for agents to access secrets in Signet involves either execWithSecrets or the exec endpoint, but the exact method is not currently documented or confirmed","type":"procedural","confidence":0.75},"targetContent":"Bug: AGENTS.md tells agents to use `signet secret get KEY` but that command doesn't exist. CLI only has put/list/delete/has. There's no GET /api/secrets/:name endpoint by design (secrets shouldn't leak into agent context). The correct approach involves execWithSecrets or the exec endpoint, but Nicholai doesn't remember the exact mechanism. The agent instructions need updating once the proper method is confirmed."},{"action":"update","targetMemoryId":"a757e955-9b1a-479d-ba48-26ded4a148ab","confidence":0.9,"reason":"New fact directly confirms the blocker already documented in candidate [5]. The issue explicitly notes that Nicholai doesn't remember the exact mechanism for safely accessing secrets. Merging reinforces the priority of resolving this blocker.","fact":{"content":"Nicholai does not remember the exact mechanism for safely accessing secrets within the Signet agent system","type":"preference","confidence":0.85},"targetContent":"Bug: AGENTS.md tells agents to use `signet secret get KEY` but that command doesn't exist. CLI only has put/list/delete/has. There's no GET /api/secrets/:name endpoint by design (secrets shouldn't leak into agent context). The correct approach involves execWithSecrets or the exec endpoint, but Nicholai doesn't remember the exact mechanism. The agent instructions need updating once the proper method is confirmed."},{"action":"none","confidence":0.95,"reason":"Candidate #5 already documents this exact issue and decision: it identifies the bug in AGENTS.md (incorrect `signet secret get` command) and explicitly states 'The agent instructions need updating once the proper method is confirmed.' The new fact is a restatement of the action item already captured in that issue.","fact":{"content":"AGENTS.md instructions require updating to document the correct secret access method once it is confirmed","type":"decision","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":3,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 7f997fec-0753-4b55-acfc-647bb675a186
memory_id: dae4311c-0185-4dac-9019-67ffe3a48fed
job_type: extract
status: completed
leased_at: 2026-02-27T05:34:51.810Z
completed_at: 2026-02-27T05:36:29.085Z
created_at: 2026-02-27T05:34:50.605Z
updated_at: 2026-02-27T05:36:29.085Z
result:
  {"facts":[{"content":"OpenMarketUI is a trading strategy IDE that provides an interface for users to build heuristic algorithms, train custom models for trading, and manage the full strategy lifecycle","type":"semantic","confidence":0.95},{"content":"OpenMarketUI's UI layers (web and watchtower) are designed to be the primary product surface rather than the backend being the main product interface","type":"decision","confidence":0.9},{"content":"The Rust backend in OpenMarketUI handles execution, backtesting, and scoring pipeline operations","type":"fact","confidence":0.95},{"content":"OpenMarketUI users compose heuristics and plug in custom models through the web interface to iterate on trading strategies","type":"procedural","confidence":0.9},{"content":"OpenMarketUI prioritizes user-friendly and performant interface design for strategy iteration and management","type":"preference","confidence":0.85},{"content":"OpenMarketUI's architecture separates the UI product layer from the computational backend to enable users to focus on strategy composition rather than low-level implementation details","type":"rationale","confidence":0.8}],"entities":[{"source":"OpenMarketUI","relationship":"is-a","target":"trading strategy IDE","confidence":0.95},{"source":"OpenMarketUI","relationship":"has-ui-layer","target":"web interface","confidence":0.9},{"source":"OpenMarketUI","relationship":"has-ui-layer","target":"watchtower interface","confidence":0.9},{"source":"OpenMarketUI","relationship":"has-backend","target":"Rust backend","confidence":0.95},{"source":"Rust backend","relationship":"handles","target":"execution","confidence":0.9},{"source":"Rust backend","relationship":"handles","target":"backtesting","confidence":0.9},{"source":"Rust backend","relationship":"handles","target":"scoring pipeline","confidence":0.9},{"source":"OpenMarketUI users","relationship":"interact-via","target":"web interface","confidence":0.85}],"proposals":[{"action":"none","confidence":0.92,"reason":"New fact is already covered comprehensively by candidate [3] (ID: dae4311c-0185-4dac-9019-67ffe3a48fed), which contains the identical definition of OpenMarketUI as a trading strategy IDE with the same three key components (build heuristic algorithms, train custom models, manage strategy lifecycle). Candidate [4] also confirms this positioning. No new information to capture.","fact":{"content":"OpenMarketUI is a trading strategy IDE that provides an interface for users to build heuristic algorithms, train custom models for trading, and manage the full strategy lifecycle","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively covered by existing memories, particularly candidates #4 and #5 which directly state that UI layers (web + watchtower) are the actual product surface, not backend-centric. The new fact adds no novel information or nuance beyond what's already captured.","fact":{"content":"OpenMarketUI's UI layers (web and watchtower) are designed to be the primary product surface rather than the backend being the main product interface","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by candidates [3] and [5]. Candidate [3] explicitly states 'Rust backend provides the heavy lifting (execution, backtesting, scoring pipeline)' which is nearly identical to the new fact. Candidate [5] also includes this detail within its comprehensive project overview. No new information to capture.","fact":{"content":"The Rust backend in OpenMarketUI handles execution, backtesting, and scoring pipeline operations","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already comprehensively captures this concept: 'Users compose heuristics, plug in models, iterate — all through the interface.' The new fact restates this core idea without adding new information.","fact":{"content":"OpenMarketUI users compose heuristics and plug in custom models through the web interface to iterate on trading strategies","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"The core concept—OpenMarketUI as a trading strategy IDE prioritizing user-friendly, performant UI for strategy management—is already comprehensively captured in existing memories [3] and [4]. This new fact is a restatement of established context without additional detail or nuance.","fact":{"content":"OpenMarketUI prioritizes user-friendly and performant interface design for strategy iteration and management","type":"preference","confidence":0.85}},{"action":"update","targetMemoryId":"dae4311c-0185-4dac-9019-67ffe3a48fed","confidence":0.85,"reason":"New fact provides explicit rationale for architectural pattern already described in [5]. The separation of UI product layer from computational backend is already stated in [5] but the new fact clarifies the motivating principle (enabling users to focus on strategy composition). Merging strengthens the existing memory with clearer intent.","fact":{"content":"OpenMarketUI's architecture separates the UI product layer from the computational backend to enable users to focus on strategy composition rather than low-level implementation details","type":"rationale","confidence":0.8},"targetContent":"## Project Goal OpenMarketUI is a **trading strategy IDE** — an interface for users to build heuristic algorithms, train custom models for trading, and manage the full strategy lifecycle from a user-friendly, performant UI. - Not just a backend engine — the UI layers (web + watchtower) are the actual product surface - Rust backend handles heavy lifting: execution, backtesting, scoring pipeline - Users compose heuristics, plug in models, iterate — all through the interface"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: b8d27794-d029-4d66-8ddf-b4a1e17da800
memory_id: 0fbcf067-8e60-4c0f-b8d3-312cd917b9b6
job_type: extract
status: completed
leased_at: 2026-02-27T05:36:31.088Z
completed_at: 2026-02-27T05:37:28.104Z
created_at: 2026-02-27T05:34:50.607Z
updated_at: 2026-02-27T05:37:28.104Z
result:
  {"facts":[{"content":"Navigation component will need to be updated to link to the new About page","type":"procedural","confidence":0.95},{"content":"The work session was cut short during the initial exploration phase before any implementation began","type":"procedural","confidence":0.95},{"content":"No implementation changes have been made to the codebase yet","type":"fact","confidence":0.95}],"entities":[{"source":"Navigation","relationship":"requires update for","target":"About page link","confidence":0.95},{"source":"Work session","relationship":"status","target":"cut short during exploration phase","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Exact match with candidate [5] (0fbcf067-8e60-4c0f-b8d3-312cd917b9b6), which already states: 'Navigation will need to be updated to link to the new About page.' The new fact is already captured in existing memory.","fact":{"content":"Navigation component will need to be updated to link to the new About page","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"New fact is already well-covered by existing candidates. Candidate 5 ('Session was in initial exploration/orientation phase when captured. No implementation work had begun yet.') directly matches the core claim. Candidate 2 captures the 'cut short mid-exploration' aspect. The new fact is a summary of what's already documented across these candidates.","fact":{"content":"The work session was cut short during the initial exploration phase before any implementation began","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate 4 (e78e88de-1aed-44c9-a78e-3ead68ab2c5e) already captures the core fact: 'No implementation changes were made during this session.' The new fact conveys the same information with slightly different framing ('yet' vs 'during this session'). Both express that implementation hasn't occurred. No new information requires storage.","fact":{"content":"No implementation changes have been made to the codebase yet","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 9036cb22-9e99-4f3f-97f7-37428bf16514
memory_id: b67493a7-9976-406f-bae7-6a17e063c7fa
job_type: extract
status: completed
leased_at: 2026-02-27T05:37:30.151Z
completed_at: 2026-02-27T05:39:13.224Z
created_at: 2026-02-27T05:34:50.624Z
updated_at: 2026-02-27T05:39:13.224Z
result:
  {"facts":[{"content":"The `crates/pm-core` Rust crate defines foundational types and traits for the portfolio management system","type":"semantic","confidence":0.95},{"content":"The `crates/pm-store` Rust crate implements SQLite persistence with the metaphorical name 'root cellar'","type":"semantic","confidence":0.95},{"content":"The `crates/pm-garden` Rust crate contains scorer and filter implementations for the trading system","type":"semantic","confidence":0.95},{"content":"The `crates/pm-engine` Rust crate handles risk management, order execution, and backtesting functionality","type":"semantic","confidence":0.95},{"content":"The `crates/pm-server` Rust crate provides REST API and WebSocket server with the metaphorical name 'greenhouse'","type":"semantic","confidence":0.95},{"content":"The `crates/pm-kalshi` Rust crate implements a Kalshi trading engine","type":"semantic","confidence":0.95},{"content":"The `watchtower/` directory contains a React terminal UI built with opentui and zustand, published as NPM package `openmarketui-watchtower`","type":"semantic","confidence":0.95},{"content":"The `web/` directory contains an Astro landing page deployed to Cloudflare Pages, published as NPM package `openmarketui-web`","type":"semantic","confidence":0.95}],"entities":[{"source":"pm-core","relationship":"provides foundation for","target":"pm-engine","confidence":0.9},{"source":"pm-core","relationship":"provides foundation for","target":"pm-kalshi","confidence":0.9},{"source":"pm-core","relationship":"provides foundation for","target":"pm-garden","confidence":0.9},{"source":"pm-store","relationship":"provides persistence to","target":"pm-engine","confidence":0.85},{"source":"pm-garden","relationship":"provides scorers/filters to","target":"pm-engine","confidence":0.9},{"source":"pm-server","relationship":"exposes functionality of","target":"pm-engine","confidence":0.9},{"source":"watchtower","relationship":"consumes API from","target":"pm-server","confidence":0.85},{"source":"web","relationship":"is separate from","target":"pm-engine","confidence":0.8}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate [1] already captures this information: it explicitly lists 'crates/pm-core' — foundational types and traits' as part of the portfolio management system architecture overview. The new fact adds no additional detail or context.","fact":{"content":"The `crates/pm-core` Rust crate defines foundational types and traits for the portfolio management system","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"New fact is already fully covered by existing candidate [1], which explicitly documents `crates/pm-store` as 'sqlite persistence (\"root cellar\")'","fact":{"content":"The `crates/pm-store` Rust crate implements SQLite persistence with the metaphorical name 'root cellar'","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already documents `crates/pm-garden` as containing 'scorers/filters in beds', which directly covers the new fact about scorer and filter implementations","fact":{"content":"The `crates/pm-garden` Rust crate contains scorer and filter implementations for the trading system","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 3 (ID: b67493a7-9976-406f-bae7-6a17e063c7fa) already documents the full architecture including '`crates/pm-engine` — risk management, execution, backtesting'. The new fact adds no additional information beyond what's already captured in the existing architecture memory.","fact":{"content":"The `crates/pm-engine` Rust crate handles risk management, order execution, and backtesting functionality","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [2] already contains this exact information: '`crates/pm-server` — REST + WebSocket server (\"greenhouse\")'. The new fact adds no new details beyond what is already documented in the architecture memory.","fact":{"content":"The `crates/pm-server` Rust crate provides REST API and WebSocket server with the metaphorical name 'greenhouse'","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [3] already explicitly lists `crates/pm-kalshi` — Kalshi trading engine in its architecture section. The new fact is fully covered by existing memory.","fact":{"content":"The `crates/pm-kalshi` Rust crate implements a Kalshi trading engine","type":"semantic","confidence":0.95}},{"action":"update","targetMemoryId":"ebb980c0-4521-4282-ad50-463e31b384f9","confidence":0.88,"reason":"New fact adds the NPM package name and publication detail to existing knowledge about watchtower. Candidate [2] already covers the tech stack (React, opentui, zustand), so merging adds the missing `openmarketui-watchtower` package information for a more complete reference.","fact":{"content":"The `watchtower/` directory contains a React terminal UI built with opentui and zustand, published as NPM package `openmarketui-watchtower`","type":"semantic","confidence":0.95},"targetContent":"Watchtower is currently a React application using opentui for terminal rendering, integrated with Zustand for state management and WebSocket connections to pm-server. Work began with architectural exploration to understand the current watchtower codebase before planning implementation."},{"action":"add","confidence":0.9,"reason":"New fact describes the architectural nature of web/ directory (Astro landing page) and its publication status (NPM package openmarketui-web). Existing candidates cover deployment mechanics but not what the directory contains or how it's published. This is complementary structural information worth storing separately.","fact":{"content":"The `web/` directory contains an Astro landing page deployed to Cloudflare Pages, published as NPM package `openmarketui-web`","type":"semantic","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: dee47942-e6d6-4ee2-aef2-6c24490ceca8
memory_id: 192e9d20-e4d0-4074-9660-6b872ab79ebd
job_type: extract
status: completed
leased_at: 2026-02-27T05:39:15.225Z
completed_at: 2026-02-27T05:40:31.886Z
created_at: 2026-02-27T05:34:50.641Z
updated_at: 2026-02-27T05:40:31.886Z
result:
  {"facts":[{"content":"The OpenMarketUI/signetai trading system uses a metaphorical naming convention where strategies are called 'specimens', strategy families are called 'beds', trades are called 'harvests', and filters are called the 'immune system'","type":"semantic","confidence":0.9},{"content":"The trading pipeline in OpenMarketUI follows a trait-based architecture with five sequential stages: Source → Filter → Scorer → Selector → OrderExecutor","type":"semantic","confidence":0.9},{"content":"The signetai JavaScript workspace uses bun as the primary package manager","type":"fact","confidence":0.85},{"content":"The signetai project uses turbo for monorepo management across multiple packages","type":"fact","confidence":0.85},{"content":"TypeScript discipline in signetai prohibits the use of the `any` type; use `unknown` with explicit type narrowing instead","type":"procedural","confidence":0.9}],"entities":[{"source":"OpenMarketUI/signetai","relationship":"uses","target":"trading metaphor naming convention","confidence":0.9},{"source":"trading metaphor","relationship":"maps","target":"strategies → specimens","confidence":0.9},{"source":"trading metaphor","relationship":"maps","target":"strategy families → beds","confidence":0.9},{"source":"trading metaphor","relationship":"maps","target":"trades → harvests","confidence":0.9},{"source":"trading metaphor","relationship":"maps","target":"filters → immune system","confidence":0.9},{"source":"trading pipeline","relationship":"composed of stages","target":"Source, Filter, Scorer, Selector, OrderExecutor","confidence":0.9},{"source":"signetai","relationship":"uses","target":"bun package manager","confidence":0.85},{"source":"signetai","relationship":"uses","target":"turbo monorepo tool","confidence":0.85},{"source":"signetai TypeScript discipline","relationship":"prohibits","target":"any type","confidence":0.9},{"source":"signetai TypeScript discipline","relationship":"requires","target":"unknown with explicit narrowing","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact matches existing candidate [4] which already documents the trading metaphor naming convention (specimens, beds, harvests, immune system). No update needed.","fact":{"content":"The OpenMarketUI/signetai trading system uses a metaphorical naming convention where strategies are called 'specimens', strategy families are called 'beds', trades are called 'harvests', and filters are called the 'immune system'","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already contains the identical fact: 'The OpenMarketUI trading pipeline follows a trait-based architecture: Source → Filter → Scorer → Selector → OrderExecutor'. New fact adds no new information.","fact":{"content":"The trading pipeline in OpenMarketUI follows a trait-based architecture with five sequential stages: Source → Filter → Scorer → Selector → OrderExecutor","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Existing candidate already captures this information by explicitly stating 'bun workspace monorepo' — the term 'bun workspace' inherently means bun is the primary package manager. New fact adds no novel information.","fact":{"content":"The signetai JavaScript workspace uses bun as the primary package manager","type":"fact","confidence":0.85}},{"action":"update","targetMemoryId":"f9995490-a448-4f64-ae7e-f57a7abcc9c9","confidence":0.78,"reason":"New fact about turbo complements existing bun workspace info. Turbo (task orchestration) and bun (package manager/workspaces) commonly work together. Merged memory provides fuller monorepo setup picture.","fact":{"content":"The signetai project uses turbo for monorepo management across multiple packages","type":"fact","confidence":0.85},"targetContent":"The primary Signet implementation (signetai/) is a bun workspace monorepo located at /home/nicholai/signet/signetai/"},{"action":"none","confidence":0.95,"reason":"New fact is fully covered by existing candidates 1 and 3, which state the same rule with identical meaning. No new information or refinement added.","fact":{"content":"TypeScript discipline in signetai prohibits the use of the `any` type; use `unknown` with explicit type narrowing instead","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: d84f3ef0-2716-4f58-a888-2e659fd9f885
memory_id: 3d1d503c-7ddc-47af-bdca-edb0bf2fa23b
job_type: extract
status: completed
leased_at: 2026-02-27T05:40:33.887Z
completed_at: 2026-02-27T05:42:15.023Z
created_at: 2026-02-27T05:34:50.722Z
updated_at: 2026-02-27T05:42:15.023Z
result:
  {"facts":[{"content":"OpenMarketUI is a trading strategy IDE, not a prediction market trading platform/engine as initially characterized","type":"decision","confidence":0.95},{"content":"OpenMarketUI uses interface-first design as its core positioning strategy","type":"decision","confidence":0.9},{"content":"OpenMarketUI enables users to build heuristic trading algorithms through its interface","type":"semantic","confidence":0.9},{"content":"OpenMarketUI enables users to train custom trading models","type":"semantic","confidence":0.9},{"content":"OpenMarketUI provides strategy lifecycle management from development to execution","type":"semantic","confidence":0.9},{"content":"OpenMarketUI prioritizes user-friendliness and performance in its UI design","type":"preference","confidence":0.9},{"content":"The initial characterization of OpenMarketUI as a prediction market platform was corrected to reflect its actual positioning as a strategy development IDE because the product's core value is enabling algorithm building and model training, not just market participation","type":"rationale","confidence":0.85}],"entities":[{"source":"OpenMarketUI","relationship":"is-actually","target":"trading strategy IDE","confidence":0.95},{"source":"OpenMarketUI","relationship":"initially-characterized-as","target":"prediction market trading platform/engine","confidence":0.85},{"source":"OpenMarketUI","relationship":"uses","target":"interface-first design","confidence":0.9},{"source":"OpenMarketUI","relationship":"enables-users-to","target":"build heuristic algorithms","confidence":0.9},{"source":"OpenMarketUI","relationship":"enables-users-to","target":"train custom trading models","confidence":0.9},{"source":"OpenMarketUI","relationship":"manages","target":"strategy lifecycle","confidence":0.9},{"source":"OpenMarketUI","relationship":"prioritizes","target":"user-friendliness","confidence":0.9},{"source":"OpenMarketUI","relationship":"prioritizes","target":"performance","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact clarification: it explicitly states OpenMarketUI is a 'trading strategy IDE' and contrasts it with the initial (incorrect) characterization as a prediction market trading platform/engine. The new fact is already covered.","fact":{"content":"OpenMarketUI is a trading strategy IDE, not a prediction market trading platform/engine as initially characterized","type":"decision","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"New fact about OpenMarketUI's core design positioning strategy. Not covered by existing candidates—candidate [5] discusses interface-design for watchtower, but this is specifically about OpenMarketUI's positioning. Worth capturing as a distinct decision.","fact":{"content":"OpenMarketUI uses interface-first design as its core positioning strategy","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already comprehensively covers this fact: it explicitly states OpenMarketUI is 'an interface-first product for users to build heuristic algorithms, train custom trading models, and manage the full strategy lifecycle from a user-friendly, performant UI.' The new fact is a restatement of existing knowledge with no additional detail or refinement.","fact":{"content":"OpenMarketUI enables users to build heuristic trading algorithms through its interface","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by existing memories. Candidate [4] explicitly describes OpenMarketUI as enabling users to 'train custom trading models' as core functionality. Candidate [1] also directly addresses training custom trading models in OpenMarketUI. No new information to capture.","fact":{"content":"OpenMarketUI enables users to train custom trading models","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively covers this: OpenMarketUI manages the full strategy lifecycle from development (build algorithms, train models) to execution. The new fact restates this lifecycle aspect without adding materially new information.","fact":{"content":"OpenMarketUI provides strategy lifecycle management from development to execution","type":"semantic","confidence":0.9}},{"action":"add","confidence":0.95,"reason":"New fact states a broader OpenMarketUI design philosophy (user-friendliness + performance priority) that differs from existing candidates. While [2] touches on user-friendliness in installation context, the new fact is a general design principle applicable across the entire UI. Worth storing separately for future UI/design decisions.","fact":{"content":"OpenMarketUI prioritizes user-friendliness and performance in its UI design","type":"preference","confidence":0.9}},{"action":"update","targetMemoryId":"3d1d503c-7ddc-47af-bdca-edb0bf2fa23b","confidence":0.92,"reason":"New fact provides the rationale dimension for the OpenMarketUI positioning correction - explaining WHY it's a strategy IDE (core value = algorithm building & model training) rather than just stating THAT it is. Refines existing memory with reasoning that justifies the distinction.","fact":{"content":"The initial characterization of OpenMarketUI as a prediction market platform was corrected to reflect its actual positioning as a strategy development IDE because the product's core value is enabling algorithm building and model training, not just market participation","type":"rationale","confidence":0.85},"targetContent":"Initial description characterized it as a prediction market trading platform/engine, but user clarified the actual positioning: OpenMarketUI is fundamentally a **trading strategy IDE** — an interface-first product for users to build heuristic algorithms, train custom trading models, and manage the full strategy lifecycle from a user-friendly, performant UI."}],"writeMode":"phase-c","writeStats":{"added":2,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":2},"warnings":[]}


id: 6462b873-1bb9-4144-9c98-8147bca952ae
memory_id: 44e53da7-c5f5-4073-815f-432e0c060d38
job_type: extract
status: completed
leased_at: 2026-02-27T05:42:17.071Z
completed_at: 2026-02-27T05:43:09.972Z
created_at: 2026-02-27T05:34:50.733Z
updated_at: 2026-02-27T05:43:09.972Z
result:
  {"facts":[{"content":"The web and watchtower UI layers are the actual product surface for Compass, not auxiliary dashboards","type":"decision","confidence":0.9},{"content":"Users compose strategies through the web and watchtower UI interface","type":"procedural","confidence":0.9},{"content":"Users train models through the web and watchtower UI interface","type":"procedural","confidence":0.9}],"entities":[{"source":"web UI layer","relationship":"is","target":"product surface","confidence":0.9},{"source":"watchtower UI layer","relationship":"is","target":"product surface","confidence":0.9},{"source":"users","relationship":"compose through","target":"strategies","confidence":0.9},{"source":"users","relationship":"train through","target":"models","confidence":0.9}],"proposals":[{"action":"add","confidence":0.85,"reason":"New architectural insight specific to Compass project. Existing candidates 3-5 express similar UI-first principles but in context of OpenMarketUI/trading system, not Compass. Candidate 1 addresses Compass but only covers visual styling, not architectural role. This decision establishes that Compass is UI-first: web and watchtower are the product surface, not backend auxiliaries.","fact":{"content":"The web and watchtower UI layers are the actual product surface for Compass, not auxiliary dashboards","type":"decision","confidence":0.9}},{"action":"update","targetMemoryId":"74a11936-e91b-4e0d-927c-e99ee25b39b4","confidence":0.85,"reason":"New fact ('compose strategies') is closely related to existing procedural memory about users training models through the same UI interfaces. Both describe user workflows in OpenMarketUI via web and watchtower UI. Should merge to capture both strategy composition and model training as user-facing activities.","fact":{"content":"Users compose strategies through the web and watchtower UI interface","type":"procedural","confidence":0.9},"targetContent":"In OpenMarketUI, users train custom trading models through the web and watchtower UI interfaces"},{"action":"none","confidence":0.95,"reason":"Candidate 2 (ID: 74a11936-e91b-4e0d-927c-e99ee25b39b4) already covers this exact procedural knowledge: 'users train custom trading models through the web and watchtower UI interfaces'. No new information to capture.","fact":{"content":"Users train models through the web and watchtower UI interface","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: d82d2657-5ca7-45b3-9308-f8a96a910f07
memory_id: 31141cb1-aac8-4ac5-8f2f-3ab0dead5264
job_type: extract
status: completed
leased_at: 2026-02-27T05:43:11.973Z
completed_at: 2026-02-27T05:44:08.847Z
created_at: 2026-02-27T05:34:50.909Z
updated_at: 2026-02-27T05:44:08.847Z
result:
  {"facts":[{"content":"Session management features (start/stop backtest/paper, configure, select presets) are currently located in a Ctrl+P command menu modal","type":"fact","confidence":0.95},{"content":"A SessionControlStrip panel is planned to be added on the left side of a two-column layout to provide keyboard-driven access to session management","type":"decision","confidence":0.9},{"content":"The planned SessionControlStrip panel will display inline backtest progress","type":"decision","confidence":0.9},{"content":"Keyboard-driven controls are a planned feature for the SessionControlStrip panel","type":"decision","confidence":0.9}],"entities":[{"source":"session management features","relationship":"currently located in","target":"Ctrl+P command menu modal","confidence":0.95},{"source":"SessionControlStrip panel","relationship":"planned replacement for","target":"Ctrl+P command menu modal","confidence":0.9},{"source":"SessionControlStrip panel","relationship":"positioned on","target":"left side","confidence":0.9},{"source":"layout","relationship":"planned configuration","target":"two-column","confidence":0.9},{"source":"SessionControlStrip","relationship":"includes","target":"keyboard-driven controls","confidence":0.9},{"source":"SessionControlStrip","relationship":"displays","target":"inline backtest progress","confidence":0.9}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [4] already documents this exact fact: session management features (start/stop backtest/paper, configure, select presets) are currently in the Ctrl+P command menu modal. New fact is identical to existing memory.","fact":{"content":"Session management features (start/stop backtest/paper, configure, select presets) are currently located in a Ctrl+P command menu modal","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by existing candidates [4] and [5], which describe the exact same SessionControlStrip left-panel design with keyboard-driven controls in a two-column layout. No new information to capture.","fact":{"content":"A SessionControlStrip panel is planned to be added on the left side of a two-column layout to provide keyboard-driven access to session management","type":"decision","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Candidate [4] already captures this exact decision: 'SessionControlStrip displays inline backtest progress during active backtest execution'. Candidate [5] also mentions this as part of the planned SessionControlStrip design. New fact is redundant with existing memories.","fact":{"content":"The planned SessionControlStrip panel will display inline backtest progress","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by candidates 4 and 5. Candidate 4 explicitly mentions 'keyboard-driven controls' as part of the SessionControlStrip plan. Candidate 5 provides detailed design specifications for those keyboard controls (b=backtest, p=paper, x=stop, space=pause, etc.). No new information to capture.","fact":{"content":"Keyboard-driven controls are a planned feature for the SessionControlStrip panel","type":"decision","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 421cb5f4-5011-417f-8b10-56fa28d404a1
memory_id: 30cb9743-d213-466f-927b-6311916788ec
job_type: extract
status: completed
leased_at: 2026-02-27T05:44:10.849Z
completed_at: 2026-02-27T05:45:19.864Z
created_at: 2026-02-27T05:34:50.919Z
updated_at: 2026-02-27T05:45:19.864Z
result:
  {"facts":[{"content":"The dashboard uses a two-column layout with a session control strip (width: 38) positioned on the left and a strategies table (flexGrow: 1) positioned on the right","type":"decision","confidence":0.9},{"content":"Keybindings are tab-gated (context-scoped) to avoid conflicts between different UI sections","type":"decision","confidence":0.9},{"content":"The following keybindings are configured: b=backtest, p=paper trading mode, x=stop execution, space=pause, comma/period=cycle presets, c=configuration, +/-=adjust speed","type":"procedural","confidence":0.9},{"content":"The dashboard displays an inline progress bar and result information","type":"fact","confidence":0.9}],"entities":[{"source":"dashboard layout","relationship":"consists_of","target":"session control strip","confidence":0.9},{"source":"dashboard layout","relationship":"consists_of","target":"strategies table","confidence":0.9},{"source":"session control strip","relationship":"has_width","target":"38","confidence":0.9},{"source":"strategies table","relationship":"has_flex_grow","target":"1","confidence":0.9},{"source":"keybindings","relationship":"scoped_by","target":"active_tab","confidence":0.85},{"source":"tab-gated keybindings","relationship":"prevents","target":"keybinding conflicts","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively captures this layout decision as part of documented design patterns. Candidate [4] also explicitly states the identical two-column layout with session control strip (width: 38) and strategies table (flexGrow: 1). New fact is fully redundant.","fact":{"content":"The dashboard uses a two-column layout with a session control strip (width: 38) positioned on the left and a strategies table (flexGrow: 1) positioned on the right","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Existing memory candidate [5] already documents this decision: 'The watchtower UI uses tab-gated keybindings where key bindings are scoped to the active tab context.' The new fact is semantically identical, just phrased more generically. Candidate [4] also provides supporting rationale for why this approach was chosen.","fact":{"content":"Keybindings are tab-gated (context-scoped) to avoid conflicts between different UI sections","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate ID 30cb9743 already covers this exact keybinding set with identical mappings (b=backtest, p=paper, x=stop, space=pause, comma/period=cycle presets, c=config, +/-=adjust speed) as part of broader design decision documentation","fact":{"content":"The following keybindings are configured: b=backtest, p=paper trading mode, x=stop execution, space=pause, comma/period=cycle presets, c=configuration, +/-=adjust speed","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"New fact describes specific UI elements (inline progress bar, result information) not covered by existing memories. Candidates cover dashboard styling, Signet tab structure, and skills dashboard layout—none address this particular feature.","fact":{"content":"The dashboard displays an inline progress bar and result information","type":"fact","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 692c8b96-90d6-4171-b1c2-8d4d2ac10379
memory_id: cb55147c-cb72-4617-adde-a606e4f3e42f
job_type: extract
status: completed
leased_at: 2026-02-27T05:45:21.867Z
completed_at: 2026-02-27T05:46:56.089Z
created_at: 2026-02-27T05:34:50.929Z
updated_at: 2026-02-27T05:46:56.089Z
result:
  {"facts":[{"content":"A display element replaces a full-screen overlay on the overview tab without requiring backend changes","type":"decision","confidence":0.65},{"content":"The overview tab UI implementation spans 7 files across the watchtower module","type":"procedural","confidence":0.75},{"content":"A new SessionControlStrip component is being created for the overview tab implementation","type":"fact","confidence":0.8},{"content":"The GardenOverview layout component is being modified as part of this implementation","type":"fact","confidence":0.8},{"content":"Two store actions are being added: cyclePreset and adjustBacktestSpeed for session control","type":"fact","confidence":0.8},{"content":"Keyboard navigation bindings are being implemented for the new overview tab UI","type":"fact","confidence":0.75}],"entities":[{"source":"overview tab display","relationship":"replaces","target":"full-screen overlay","confidence":0.65},{"source":"SessionControlStrip component","relationship":"is_new_in","target":"overview tab implementation","confidence":0.8},{"source":"GardenOverview layout","relationship":"is_modified_in","target":"overview tab implementation","confidence":0.8},{"source":"watchtower module","relationship":"contains","target":"7 implementation files","confidence":0.75},{"source":"cyclePreset action","relationship":"controls","target":"session preset cycling","confidence":0.7},{"source":"adjustBacktestSpeed action","relationship":"controls","target":"backtest speed adjustment","confidence":0.7}],"proposals":[{"action":"update","targetMemoryId":"cb55147c-cb72-4617-adde-a606e4f3e42f","confidence":0.85,"reason":"New fact cleanly restates the core decision already captured in candidate [5], which has truncated/malformed opening text. Merge for clarity while preserving implementation details.","fact":{"content":"A display element replaces a full-screen overlay on the overview tab without requiring backend changes","type":"decision","confidence":0.65},"targetContent":"s display replaces full-screen overlay on overview tab - No backend changes required Implementation scope: 7 files across watchtower, including new SessionControlStrip component, modified GardenOverview layout, store actions (cyclePreset, adjustBacktestSpeed), keyboard nav bindings, and utility ext"},{"action":"none","confidence":0.85,"reason":"Candidate [5] already captures this fact: explicitly mentions 'Implementation scope: 7 files across watchtower' for the overview tab UI work. New fact confirms existing memory without adding new information.","fact":{"content":"The overview tab UI implementation spans 7 files across the watchtower module","type":"procedural","confidence":0.75}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the SessionControlStrip component creation for the overview tab, including its role in replacing the full-screen display overlay, layout modifications, and implementation scope. New fact is fully covered.","fact":{"content":"A new SessionControlStrip component is being created for the overview tab implementation","type":"fact","confidence":0.8}},{"action":"add","confidence":0.8,"reason":"New fact about GardenOverview layout component modification is specific and concrete. No existing memory covers this component or its current modifications. Should be stored to track component changes.","fact":{"content":"The GardenOverview layout component is being modified as part of this implementation","type":"fact","confidence":0.8}},{"action":"delete","targetMemoryId":"5b0cfae1-4d1d-4e82-bcbc-502585ce2708","confidence":0.95,"reason":"New fact describes concrete code changes (store actions being added), which directly invalidates the memory claiming 'no code changes' were made during this session","fact":{"content":"Two store actions are being added: cyclePreset and adjustBacktestSpeed for session control","type":"fact","confidence":0.8},"targetContent":"No code changes, architectural decisions, or progress on existing tasks during this session."},{"action":"none","confidence":0.85,"reason":"Candidate [5] already documents keyboard nav bindings as part of the overview tab implementation scope. New fact is redundant—same topic, less specific details.","fact":{"content":"Keyboard navigation bindings are being implemented for the new overview tab UI","type":"fact","confidence":0.75}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":1,"deduped":0,"skippedLowConfidence":1,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 123d6094-5a18-45ac-82ae-944d392df6b6
memory_id: eaf2967b-12f3-4f3c-864d-ab8cba3f0a8d
job_type: extract
status: completed
leased_at: 2026-02-27T05:46:58.091Z
completed_at: 2026-02-27T05:47:49.943Z
created_at: 2026-02-27T05:34:50.979Z
updated_at: 2026-02-27T05:47:49.943Z
result:
  {"facts":[{"content":"Nicholai requested the ability to integrate an ML model alongside OpenMarketUI's existing heuristic trading pipeline","type":"decision","confidence":0.95},{"content":"The proposed ML model integration for OpenMarketUI draws inspiration from two references: cross-attention.md and the microgpt implementation","type":"rationale","confidence":0.9},{"content":"OpenMarketUI currently has an existing heuristic trading pipeline that new ML model integration would work alongside","type":"fact","confidence":0.95}],"entities":[{"source":"Nicholai","relationship":"requested","target":"ML model integration for OpenMarketUI","confidence":0.95},{"source":"OpenMarketUI","relationship":"has","target":"heuristic trading pipeline","confidence":0.95},{"source":"ML model integration","relationship":"inspired_by","target":"cross-attention.md","confidence":0.9},{"source":"ML model integration","relationship":"inspired_by","target":"microgpt implementation","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact fact in detail, including the additional context about cross-attention.md and microgpt references. The new fact is fully covered by existing memory.","fact":{"content":"Nicholai requested the ability to integrate an ML model alongside OpenMarketUI's existing heuristic trading pipeline","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already captured by candidate [5] (ID: eaf2967b-12f3-4f3c-864d-ab8cba3f0a8d), which contains identical core information: ML model integration for OpenMarketUI with cross-attention.md and microgpt as inspiration. Candidate [5] provides additional context about the heuristic trading pipeline context.","fact":{"content":"The proposed ML model integration for OpenMarketUI draws inspiration from two references: cross-attention.md and the microgpt implementation","type":"rationale","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact fact: 'OpenMarketUI currently operates with a heuristic-based trading pipeline that the proposed ML model would integrate alongside'. Candidate [5] provides even richer context about the integration exploration. New fact is already well-covered.","fact":{"content":"OpenMarketUI currently has an existing heuristic trading pipeline that new ML model integration would work alongside","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 3bec59cd-a0ce-4228-b056-b49780249894
memory_id: 0d8842fe-24d9-4c01-9a63-55b69a578457
job_type: extract
status: completed
leased_at: 2026-02-27T05:47:51.946Z
completed_at: 2026-02-27T05:48:32.521Z
created_at: 2026-02-27T05:34:50.990Z
updated_at: 2026-02-27T05:48:32.521Z
result:
  {"facts":[{"content":"Claude began orientation work by reading the microgpt reference documentation","type":"procedural","confidence":0.95},{"content":"The purpose of reading the microgpt reference was to understand the system architecture","type":"rationale","confidence":0.9}],"entities":[{"source":"Claude","relationship":"initiated","target":"orientation work","confidence":0.95},{"source":"Claude","relationship":"read","target":"microgpt reference","confidence":0.95},{"source":"microgpt reference","relationship":"documents","target":"architecture","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing memory [5] already captures this fact: 'Claude began orientation work by reading the microgpt reference to understand the architecture.' The new fact is semantically identical and adds no new information.","fact":{"content":"Claude began orientation work by reading the microgpt reference documentation","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.8,"reason":"Candidate [4] already covers this fact: 'Claude began orientation work by reading the microgpt reference to understand the architecture.' The new fact restates the same purpose (understanding system architecture) that is already explicitly documented in the existing memory.","fact":{"content":"The purpose of reading the microgpt reference was to understand the system architecture","type":"rationale","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: b423e141-3b0f-4130-af96-3592c4ba5600
memory_id: e95e7bec-3558-4506-a161-4bec82a87715
job_type: extract
status: completed
leased_at: 2026-02-27T05:48:34.523Z
completed_at: 2026-02-27T05:49:48.366Z
created_at: 2026-02-27T05:34:51.002Z
updated_at: 2026-02-27T05:49:48.366Z
result:
  {"facts":[{"content":"MicroGPT is a faithful Rust implementation of Karpathy's microgpt.py","type":"fact","confidence":0.95},{"content":"MicroGPT implements operation-level autograd optimization","type":"fact","confidence":0.95},{"content":"MicroGPT uses Vec<f64> tensor operations instead of building thousands of scalar Value nodes per operation","type":"decision","confidence":0.95},{"content":"In MicroGPT, each matmul, softmax, and rmsnorm operation is represented as a single tape entry","type":"semantic","confidence":0.95},{"content":"Vec<f64> tensor operations were chosen for MicroGPT to reduce autograd tape complexity from thousands of nodes per operation to a single tape entry per operation","type":"rationale","confidence":0.9}],"entities":[{"source":"MicroGPT","relationship":"implemented_in","target":"Rust","confidence":0.95},{"source":"MicroGPT","relationship":"based_on","target":"Karpathy's microgpt.py","confidence":0.95},{"source":"MicroGPT","relationship":"uses","target":"Vec<f64> tensor operations","confidence":0.95},{"source":"MicroGPT","relationship":"replaced","target":"scalar Value nodes per-operation","confidence":0.95},{"source":"matmul/softmax/rmsnorm operations","relationship":"tape_representation_in","target":"MicroGPT single tape entry","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains this exact fact with greater detail: 'MicroGPT is a faithful Rust implementation of Karpathy's microgpt.py' plus additional technical context about operation-level autograd optimization and Vec<f64> tensor operations. No update needed.","fact":{"content":"MicroGPT is a faithful Rust implementation of Karpathy's microgpt.py","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"New fact is already comprehensively covered by candidate [5] (e95e7bec-3558-4506-a161-4bec82a87715), which states MicroGPT uses operation-level autograd optimization with detailed implementation context (Vec<f64> tensors, single tape entries per operation). The new fact adds no novel information.","fact":{"content":"MicroGPT implements operation-level autograd optimization","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [5] already contains this exact fact: 'instead of building thousands of scalar Value nodes per operation, it uses Vec<f64> tensor operations where each matmul, softmax, and rmsnorm is a single tape entry.' The new fact is a subset of existing memory and adds no new information.","fact":{"content":"MicroGPT uses Vec<f64> tensor operations instead of building thousands of scalar Value nodes per operation","type":"decision","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [5] already covers this fact verbatim: 'each matmul, softmax, and rmsnorm is a single tape entry' is explicitly stated as part of the MicroGPT architecture description. No new information to add or update.","fact":{"content":"In MicroGPT, each matmul, softmax, and rmsnorm operation is represented as a single tape entry","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this fact with greater specificity: it names the data structure (Vec<f64>), the operations affected (matmul, softmax, rmsnorm), and the mechanism (single tape entry per operation vs thousands of scalar Value nodes). The new fact restates the same principle at a higher level of abstraction without adding new information.","fact":{"content":"Vec<f64> tensor operations were chosen for MicroGPT to reduce autograd tape complexity from thousands of nodes per operation to a single tape entry per operation","type":"rationale","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 10c78dfc-561e-4afb-84ad-3b641298ad31
memory_id: f9c02338-98df-4ce0-8fac-041517545141
job_type: extract
status: completed
leased_at: 2026-02-27T05:49:50.368Z
completed_at: 2026-02-27T05:51:23.756Z
created_at: 2026-02-27T05:34:51.054Z
updated_at: 2026-02-27T05:51:23.756Z
result:
  {"facts":[{"content":"Signetai is being set up for npm installation via both `npm install -g signetai` (global) and `npx signetai` (direct execution)","type":"decision","confidence":0.95},{"content":"The postinstall script in signetai was using ESM (ECMAScript modules)","type":"fact","confidence":0.95},{"content":"ESM-based postinstall scripts are flaky and unreliable in some npm environments","type":"fact","confidence":0.9},{"content":"The primary blocker preventing signetai from being installable via npm was the postinstall script's reliance on ESM","type":"fact","confidence":0.95},{"content":"A plan was initiated to fix signetai npm installation compatibility that involves three key changes (specific changes not detailed in provided text)","type":"decision","confidence":0.8}],"entities":[{"source":"signetai","relationship":"target_of","target":"npm installation setup","confidence":0.95},{"source":"signetai postinstall script","relationship":"uses","target":"ESM","confidence":0.95},{"source":"ESM postinstall scripts","relationship":"problematic_in","target":"some npm environments","confidence":0.9},{"source":"npm installation blockage","relationship":"caused_by","target":"ESM postinstall script flakiness","confidence":0.9}],"proposals":[{"action":"update","targetMemoryId":"f9c02338-98df-4ce0-8fac-041517545141","confidence":0.95,"reason":"New fact is a high-confidence decision that directly extends the NPM installation setup work tracked in candidate [2]. The decision confirms both global (`npm install -g`) and direct execution (`npx signetai`) methods are the target, superseding the incomplete issue description.","fact":{"content":"Signetai is being set up for npm installation via both `npm install -g signetai` (global) and `npx signetai` (direct execution)","type":"decision","confidence":0.95},"targetContent":"## Signetai NPM Installation Compatibility Started implementing a plan to enable npm installation of signetai via `npm install -g signetai` or `npx signetai`. The main issue was the postinstall script using ESM, which can be flaky in some npm environments. The plan involved three key changes: 1."},{"action":"none","confidence":0.95,"reason":"Existing memories already document this: candidate [4] states 'the postinstall script using ESM, which can be flaky' and candidate [5] records the solution 'Convert postinstall.js from ESM to CommonJS'. New fact is fully covered.","fact":{"content":"The postinstall script in signetai was using ESM (ECMAScript modules)","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already captured in candidate [3], which explicitly states 'The main issue was the postinstall script using ESM, which can be flaky in some npm environments.' The technical reasoning behind the ESM-to-CommonJS conversion is already documented.","fact":{"content":"ESM-based postinstall scripts are flaky and unreliable in some npm environments","type":"fact","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate 4 already explicitly identifies the postinstall script's ESM reliance as 'the main issue' causing npm installation compatibility problems. The new fact is a concise restatement of what's already documented.","fact":{"content":"The primary blocker preventing signetai from being installable via npm was the postinstall script's reliance on ESM","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already captured by candidates 4 and 5. Candidate 4 provides a concise summary of the same decision (plan to fix npm compatibility by converting postinstall script and making additional changes). The new fact adds no new information beyond what's already stored.","fact":{"content":"A plan was initiated to fix signetai npm installation compatibility that involves three key changes (specific changes not detailed in provided text)","type":"decision","confidence":0.8}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 4866b8fb-a95c-4b4f-9263-c09d7511bd0b
memory_id: 7972e3a1-99c7-4453-8529-bf5b8accd92f
job_type: extract
status: completed
leased_at: 2026-02-27T05:51:25.759Z
completed_at: 2026-02-27T05:53:23.328Z
created_at: 2026-02-27T05:34:51.064Z
updated_at: 2026-02-27T05:53:23.328Z
result:
  {"facts":[{"content":"The postinstall script at `packages/signetai/bin/postinstall.js` must be converted from ESM to CommonJS format","type":"decision","confidence":0.95},{"content":"The signetai postinstall script file must be renamed from `.js` to `.cjs` extension to indicate CommonJS format","type":"procedural","confidence":0.95},{"content":"The postinstall reference in signetai's package.json must be updated from `.js` to `.cjs`","type":"procedural","confidence":0.95},{"content":"The postinstall script messaging must be improved to clarify that CLI commands work with Node.js only while daemon startup requires Bun","type":"procedural","confidence":0.9},{"content":"Signetai CLI commands are functional with Node.js runtime alone, without requiring Bun","type":"fact","confidence":0.85},{"content":"Signetai daemon startup specifically requires Bun runtime, not Node.js alone","type":"fact","confidence":0.85}],"entities":[{"source":"packages/signetai/bin/postinstall.js","relationship":"requires_conversion","target":"ESM to CommonJS","confidence":0.95},{"source":"postinstall script","relationship":"requires_extension_change","target":".cjs","confidence":0.95},{"source":"signetai package.json","relationship":"requires_reference_update","target":"postinstall .cjs file","confidence":0.95},{"source":"signetai CLI commands","relationship":"requires","target":"Node.js runtime","confidence":0.85},{"source":"signetai daemon startup","relationship":"requires","target":"Bun runtime","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate #4 already comprehensively covers this decision with greater detail: it specifies the ESM→CommonJS conversion, the .js→.cjs rename, package.json updates, and messaging improvements. The new fact adds no new information beyond what's already captured.","fact":{"content":"The postinstall script at `packages/signetai/bin/postinstall.js` must be converted from ESM to CommonJS format","type":"decision","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [4] already comprehensively covers this fact - it explicitly states to rename postinstall.js to .cjs and includes related tasks (package.json update, messaging improvements). The new fact is fully contained within that existing memory.","fact":{"content":"The signetai postinstall script file must be renamed from `.js` to `.cjs` extension to indicate CommonJS format","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already covers this exact procedural step: 'Update the postinstall reference in package.json from `.js` to `.cjs`'. The new fact is a subset of that existing memory.","fact":{"content":"The postinstall reference in signetai's package.json must be updated from `.js` to `.cjs`","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already captures this exact procedural decision about improving postinstall messaging to clarify Node.js vs Bun requirements. No update or new memory needed.","fact":{"content":"The postinstall script messaging must be improved to clarify that CLI commands work with Node.js only while daemon startup requires Bun","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 5 (cf42d10a-e66d-4df8-b04b-759848c49b88) already captures this identical fact: 'Signet CLI commands are compatible with just Node.js runtime and do not require Bun'. New fact adds no new information.","fact":{"content":"Signetai CLI commands are functional with Node.js runtime alone, without requiring Bun","type":"fact","confidence":0.85}},{"action":"add","confidence":0.85,"reason":"New technical fact about daemon runtime requirements. While decision [4] references this requirement, no existing fact memory captures it explicitly. This complements fact [5] (CLI works with Node.js alone) by clarifying the daemon-specific Bun requirement.","fact":{"content":"Signetai daemon startup specifically requires Bun runtime, not Node.js alone","type":"fact","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: ca6b0666-129d-4695-bf05-d60b1d0c0359
memory_id: fb48083a-4f6c-4240-9f66-183d02e084ca
job_type: extract
status: completed
leased_at: 2026-02-27T05:53:25.361Z
completed_at: 2026-02-27T05:54:35.991Z
created_at: 2026-02-27T05:34:51.074Z
updated_at: 2026-02-27T05:54:35.991Z
result:
  {"facts":[{"content":"The postinstall.js file uses ES6 import syntax with execSync for executing system commands","type":"fact","confidence":0.9},{"content":"The postinstall.js file includes terminal color codes in its output messages","type":"fact","confidence":0.9},{"content":"The postinstall.js script checks for Bun availability during its execution","type":"fact","confidence":0.9},{"content":"The postinstall.js script displays installation instructions when Bun is not available","type":"fact","confidence":0.9},{"content":"The task is to update the README requirements section to improve clarity","type":"procedural","confidence":0.85}],"entities":[{"source":"postinstall.js","relationship":"uses","target":"execSync","confidence":0.9},{"source":"postinstall.js","relationship":"includes","target":"terminal color codes","confidence":0.9},{"source":"postinstall.js","relationship":"checks","target":"Bun availability","confidence":0.9},{"source":"postinstall.js","relationship":"displays","target":"installation instructions","confidence":0.9},{"source":"README requirements section","relationship":"target of","target":"clarity update","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already covers this technical detail: it explicitly mentions the postinstall.js file uses `import { execSync }` and includes terminal color codes. The new fact is redundant with existing memory.","fact":{"content":"The postinstall.js file uses ES6 import syntax with execSync for executing system commands","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly documents that postinstall.js 'includes terminal color codes'. The new fact is already captured in existing memory with good fidelity.","fact":{"content":"The postinstall.js file includes terminal color codes in its output messages","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly states 'The script checks for Bun availability and displays installation instructions.' The new fact is fully covered by this existing memory.","fact":{"content":"The postinstall.js script checks for Bun availability during its execution","type":"fact","confidence":0.9}},{"action":"update","targetMemoryId":"53c454bc-bb14-445c-9fc0-f3fa5c774d27","confidence":0.85,"reason":"New fact adds specificity to existing candidate [3] by clarifying the condition under which installation instructions are displayed (when Bun is not available). Merge to make the memory more precise.","fact":{"content":"The postinstall.js script displays installation instructions when Bun is not available","type":"fact","confidence":0.9},"targetContent":"The postinstall.js script displays installation instructions to the user when checks complete"},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact task with implementation details. The new fact is a high-level restatement of work already documented: 'Update README requirements section for clarity' with status and technical context included.","fact":{"content":"The task is to update the README requirements section to improve clarity","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 1d2bbbd1-ae89-4d75-a9f0-9382c531a8c1
memory_id: 4de9210c-c4a1-476d-bb6a-b57c79507f22
job_type: extract
status: completed
leased_at: 2026-02-27T05:54:37.995Z
completed_at: 2026-02-27T05:55:28.855Z
created_at: 2026-02-27T05:34:51.105Z
updated_at: 2026-02-27T05:55:28.855Z
result:
  {"facts":[{"content":"The `/openmarketui-design` skill exists and can be invoked to refine OpenMarketUI website design based on design annotations","type":"procedural","confidence":0.95},{"content":"The `/openmarketui-design` skill accepts design annotations from screenshots as input for refinement","type":"procedural","confidence":0.9},{"content":"A design refinement session for OpenMarketUI was conducted using the `/openmarketui-design` skill","type":"decision","confidence":0.95}],"entities":[{"source":"user","relationship":"invokes","target":"/openmarketui-design skill","confidence":0.95},{"source":"/openmarketui-design skill","relationship":"accepts input from","target":"design annotations from screenshot","confidence":0.9},{"source":"/openmarketui-design skill","relationship":"refines","target":"OpenMarketUI website design","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [1] already captures the exact same information: the `/openmarketui-design` skill exists and accepts design annotations for refinement. The new fact is redundant.","fact":{"content":"The `/openmarketui-design` skill exists and can be invoked to refine OpenMarketUI website design based on design annotations","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already captures this exact procedural knowledge - the `/openmarketui-design` skill accepting design annotations from screenshots for refinement. No new information to add.","fact":{"content":"The `/openmarketui-design` skill accepts design annotations from screenshots as input for refinement","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate 5 (4de9210c-c4a1-476d-bb6a-b57c79507f22) already documents the same event: OpenMarketUI design refinement session using the `/openmarketui-design` skill. New fact is a duplicate of existing memory.","fact":{"content":"A design refinement session for OpenMarketUI was conducted using the `/openmarketui-design` skill","type":"decision","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 275ea831-5a7c-4144-9488-95663f46b661
memory_id: c33362fc-a1e5-4165-bbee-c1498ba3c666
job_type: extract
status: completed
leased_at: 2026-02-27T05:55:30.856Z
completed_at: 2026-02-27T05:55:57.449Z
created_at: 2026-02-27T05:34:51.132Z
updated_at: 2026-02-27T05:55:57.449Z
result:
  {"facts":[{"content":"An Explore agent was tasked with investigating a codebase across multiple technical dimensions: file structure, package.json configuration and entry points, main bootstrapping logic, opentui integration patterns, React component structure, state management implementation, data fetching mechanisms, and TypeScript/build configuration","type":"procedural","confidence":0.95}],"entities":[{"source":"Explore agent","relationship":"assigned_to_investigate","target":"codebase structure and architecture","confidence":0.9},{"source":"investigation scope","relationship":"includes","target":"opentui integration patterns","confidence":0.95},{"source":"investigation scope","relationship":"includes","target":"React component structure","confidence":0.95},{"source":"investigation scope","relationship":"includes","target":"state management implementation","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidates 4 and 5 already document an Explore agent investigation with identical scope: file structure, package.json configuration and entry points, bootstrapping logic, opentui integration patterns, React component structure, state management implementation, data fetching mechanisms, and TypeScript/build configuration. New fact is a duplicate or rephrasing of the same investigation.","fact":{"content":"An Explore agent was tasked with investigating a codebase across multiple technical dimensions: file structure, package.json configuration and entry points, main bootstrapping logic, opentui integration patterns, React component structure, state management implementation, data fetching mechanisms, and TypeScript/build configuration","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: e5a742f8-9c9f-4c77-b2fd-0719e5ffffd2
memory_id: f190a561-55c1-43bb-b701-226fa3c2f203
job_type: extract
status: completed
leased_at: 2026-02-27T05:55:59.449Z
completed_at: 2026-02-27T05:56:55.795Z
created_at: 2026-02-27T05:34:51.344Z
updated_at: 2026-02-27T05:56:55.795Z
result:
  {"facts":[{"content":"Guidance is being added to the AGENTS.md file to standardize component selection practices","type":"decision","confidence":0.95},{"content":"The guidance aims to prevent developers from creating custom component implementations when shadcn-svelte provides suitable alternatives","type":"decision","confidence":0.95},{"content":"The rationale for standardizing component selection is to reduce code duplication and maintain consistency by favoring existing shadcn-svelte components over custom implementations","type":"rationale","confidence":0.85}],"entities":[{"source":"AGENTS.md file","relationship":"will contain guidance for","target":"component selection standardization","confidence":0.95},{"source":"developers","relationship":"should prefer","target":"shadcn-svelte components","confidence":0.9},{"source":"shadcn-svelte alternatives","relationship":"prevent the need for","target":"custom implementations","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate 4 already captures this decision with identical content and tense ('is being added'). The new fact adds no novel information beyond what's already documented.","fact":{"content":"Guidance is being added to the AGENTS.md file to standardize component selection practices","type":"decision","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"New fact is substantially covered by existing memories. Candidate [1] captures the rationale for preventing custom implementations, candidate [4] captures the decision about adding guidance to AGENTS.md, and candidate [5] documents the same guidance. These three memories already encode the essential information of the new fact.","fact":{"content":"The guidance aims to prevent developers from creating custom component implementations when shadcn-svelte provides suitable alternatives","type":"decision","confidence":0.95}},{"action":"update","targetMemoryId":"d5533d07-5ad6-4a46-8f99-86f47288cd92","confidence":0.88,"reason":"Both are rationales for the same standardization policy. New fact adds explicit benefits (reduce duplication, maintain consistency) to the existing prevention-focused rationale. Merge into unified rationale covering both the goal and benefits.","fact":{"content":"The rationale for standardizing component selection is to reduce code duplication and maintain consistency by favoring existing shadcn-svelte components over custom implementations","type":"rationale","confidence":0.85},"targetContent":"The rationale for standardizing component selection via AGENTS.md is to prevent developers from building custom Svelte components when established shadcn-svelte alternatives already exist"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 81414d0d-99af-4e37-97cd-d06d5605e7fe
memory_id: f8a67926-3bdc-4fbc-961c-c03ba04c6607
job_type: extract
status: completed
leased_at: 2026-02-27T05:56:57.796Z
completed_at: 2026-02-27T05:58:01.534Z
created_at: 2026-02-27T05:37:12.473Z
updated_at: 2026-02-27T05:58:01.534Z
result:
  {"facts":[{"content":"The OpenClaw agent's workspace configuration was pointing to a temporary directory `/tmp/signet-openclaw-test-58culC/agents` instead of the persistent `~/.agents/` location","type":"fact","confidence":0.95},{"content":"The incorrect temporary workspace path caused the OpenClaw agent to start with empty identity files and no access to persistent memory","type":"fact","confidence":0.95},{"content":"The affected agent instance is mrclaude running on buba's mac mini","type":"fact","confidence":0.9},{"content":"Two root causes of the workspace path leak to temporary directory were identified and fixed","type":"fact","confidence":0.85}],"entities":[{"source":"OpenClaw agent (mrclaude)","relationship":"was misconfigured to use","target":"temporary workspace path /tmp/signet-openclaw-test-58culC/agents","confidence":0.95},{"source":"OpenClaw agent (mrclaude)","relationship":"should use","target":"persistent workspace path ~/.agents/","confidence":0.95},{"source":"mrclaude","relationship":"runs on","target":"buba's mac mini","confidence":0.9},{"source":"temporary workspace path misconfiguration","relationship":"caused","target":"empty identity files and loss of persistent memory","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents this exact issue: 'OpenClaw agent (mrclaude on buba's mac mini) had its workspace configuration pointing to a temporary directory (`/tmp/signet-openclaw-test-58culC/agents`) instead of the persistent `~/.agents/` location.' The new fact restates the same problem without adding substantive new information.","fact":{"content":"The OpenClaw agent's workspace configuration was pointing to a temporary directory `/tmp/signet-openclaw-test-58culC/agents` instead of the persistent `~/.agents/` location","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact describes the symptom/consequence of the issue already documented in candidate [2], which explicitly states: 'This caused the agent to start with empty identity files and no persistent memory.' No new information to add.","fact":{"content":"The incorrect temporary workspace path caused the OpenClaw agent to start with empty identity files and no access to persistent memory","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing memory [3] already documents that mrclaude on buba's mac mini is the affected agent instance in the OpenClaw workspace path leak issue. New fact is already captured.","fact":{"content":"The affected agent instance is mrclaude running on buba's mac mini","type":"fact","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate [4] already documents this fact: 'Identified and fixed two root causes' of the OpenClaw workspace path leak. Candidate [5] details one of those causes (missing workspace path validation). The new fact is a summary already captured in existing memory.","fact":{"content":"Two root causes of the workspace path leak to temporary directory were identified and fixed","type":"fact","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 57b4fcd6-86aa-48ea-852d-8ba356188f37
memory_id: f9728728-8b12-4c4e-a91e-65b5dc64bff9
job_type: extract
status: completed
leased_at: 2026-02-27T05:58:03.536Z
completed_at: 2026-02-27T05:59:22.825Z
created_at: 2026-02-27T05:37:12.493Z
updated_at: 2026-02-27T05:59:22.825Z
result:
  {"facts":[{"content":"The test cleanup in packages/connector-openclaw/test/index.test.ts was using `process.env.OPENCLAW_CONFIG_PATH = undefined` instead of `delete process.env.OPENCLAW_CONFIG_PATH`","type":"fact","confidence":0.95},{"content":"In Node.js/Bun, assigning `undefined` to a process.env key does not delete the variable but converts it to the string 'undefined' or leaves it in an ambiguous state","type":"semantic","confidence":0.9},{"content":"Using `process.env.KEY = undefined` for cleanup instead of `delete process.env.KEY` can cause test state leakage in shared test processes","type":"fact","confidence":0.85},{"content":"The correct pattern for removing environment variables in Node.js/Bun tests is to use the delete operator: `delete process.env.VARIABLE_NAME`","type":"procedural","confidence":0.9}],"entities":[{"source":"packages/connector-openclaw/test/index.test.ts","relationship":"had incorrect cleanup pattern for","target":"process.env.OPENCLAW_CONFIG_PATH","confidence":0.95},{"source":"process.env.OPENCLAW_CONFIG_PATH = undefined","relationship":"causes","target":"test state leakage in shared processes","confidence":0.85},{"source":"delete operator","relationship":"correctly removes","target":"environment variables in Node.js/Bun","confidence":0.9},{"source":"undefined assignment to process.env","relationship":"is converted to","target":"string 'undefined' in Node.js/Bun","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively captured in candidate [3] (Issue: Test Environment Variable Cleanup) which describes the exact same problem with process.env assignment, and candidate [4] (Implementation) which documents the fix applied. No new information to add.","fact":{"content":"The test cleanup in packages/connector-openclaw/test/index.test.ts was using `process.env.OPENCLAW_CONFIG_PATH = undefined` instead of `delete process.env.OPENCLAW_CONFIG_PATH`","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate #3 already documents this exact principle as an issue in test cleanup - assigning `undefined` to process.env instead of using `delete` causes ambiguous state. The new fact is already captured in that issue record.","fact":{"content":"In Node.js/Bun, assigning `undefined` to a process.env key does not delete the variable but converts it to the string 'undefined' or leaves it in an ambiguous state","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already captures this exact principle: it explains that assigning `undefined` to process.env keys can cause test state leakage in shared processes. The new fact is a generalized restatement of the problem already documented in that issue.","fact":{"content":"Using `process.env.KEY = undefined` for cleanup instead of `delete process.env.KEY` can cause test state leakage in shared test processes","type":"fact","confidence":0.85}},{"action":"update","targetMemoryId":"f9728728-8b12-4c4e-a91e-65b5dc64bff9","confidence":0.95,"reason":"Candidate #4 documents the exact issue this new fact addresses. The new fact provides the general procedural solution to this problem. Merging them creates a self-contained issue+solution reference that will help prevent this pattern error in future tests.","fact":{"content":"The correct pattern for removing environment variables in Node.js/Bun tests is to use the delete operator: `delete process.env.VARIABLE_NAME`","type":"procedural","confidence":0.9},"targetContent":"### Issue 1: Test Environment Variable Cleanup The test cleanup in `packages/connector-openclaw/test/index.test.ts` was using `process.env.OPENCLAW_CONFIG_PATH = undefined` instead of `delete process.env.OPENCLAW_CONFIG_PATH`. In Node.js/Bun, assigning `undefined` to a process.env key converts it to the string \"undefined\" or leaves it in an ambiguous state, causing tests run in shared processes to potentially leak state."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: dbe3308e-d8f9-4eaf-b6ed-2b8fdaeb9c56
memory_id: 7f1733ea-d9ad-42e8-8cbb-d6e9783dd1a0
job_type: extract
status: completed
leased_at: 2026-02-27T05:59:24.828Z
completed_at: 2026-02-27T06:00:46.300Z
created_at: 2026-02-27T05:37:12.510Z
updated_at: 2026-02-27T06:00:46.300Z
result:
  {"facts":[{"content":"The OpenClaw config lacked validation to prevent temporary file system paths from being written to the workspace path configuration, creating a production issue","type":"fact","confidence":0.95},{"content":"A `validateWorkspacePath()` guard method was added to the `OpenClawConnector` class to validate workspace paths before persisting to config","type":"decision","confidence":0.95},{"content":"The `validateWorkspacePath()` method in `OpenClawConnector` rejects any workspace path that is located under `/tmp/` or matches the system `tmpdir()` path","type":"fact","confidence":0.95},{"content":"The `validateWorkspacePath()` method throws an error before the config is persisted to disk, preventing invalid temporary paths from being saved","type":"fact","confidence":0.95},{"content":"The validation fix prevents temporary paths from being written to the OpenClaw config by rejecting paths under `/tmp/` or matching the system temporary directory, protecting config persistence in production","type":"rationale","confidence":0.9}],"entities":[{"source":"OpenClaw config","relationship":"lacked validation for","target":"workspace paths","confidence":0.95},{"source":"OpenClawConnector","relationship":"implements","target":"validateWorkspacePath() method","confidence":0.95},{"source":"validateWorkspacePath() method","relationship":"rejects paths under","target":"/tmp/","confidence":0.95},{"source":"validateWorkspacePath() method","relationship":"rejects paths matching","target":"tmpdir()","confidence":0.95},{"source":"validateWorkspacePath() method","relationship":"prevents","target":"invalid config persistence","confidence":0.94}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [2] already comprehensively covers this issue: describes the missing validation problem, identifies it as a production issue, and documents the implemented fix (validateWorkspacePath guard). New fact is redundant with existing memory.","fact":{"content":"The OpenClaw config lacked validation to prevent temporary file system paths from being written to the workspace path configuration, creating a production issue","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [7] already contains this exact information as an issue record: it describes the `validateWorkspacePath()` guard method in `OpenClawConnector` that rejects temporary paths before config persistence. The new fact is a more condensed version of the same implementation detail already captured.","fact":{"content":"A `validateWorkspacePath()` guard method was added to the `OpenClawConnector` class to validate workspace paths before persisting to config","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents this exact behavior as part of the workspace path validation fix in OpenClawConnector. The new fact restates the same implementation detail about rejecting /tmp/ and tmpdir() paths.","fact":{"content":"The `validateWorkspacePath()` method in `OpenClawConnector` rejects any workspace path that is located under `/tmp/` or matches the system `tmpdir()` path","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already documents this exact implementation: `validateWorkspacePath()` guard method that rejects temporary paths by throwing an error before config persistence. New fact is redundant with existing memory.","fact":{"content":"The `validateWorkspacePath()` method throws an error before the config is persisted to disk, preventing invalid temporary paths from being saved","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [7f1733ea] already documents the validateWorkspacePath() validation that rejects /tmp/ paths. New fact provides rationale/context for the same fix, not new information.","fact":{"content":"The validation fix prevents temporary paths from being written to the OpenClaw config by rejecting paths under `/tmp/` or matching the system temporary directory, protecting config persistence in production","type":"rationale","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 87a971a6-22f8-4c77-ba01-f586fce524de
memory_id: 0084dcb1-bcee-4a2d-b329-5c8900dfafa5
job_type: extract
status: completed
leased_at: 2026-02-27T06:00:48.301Z
completed_at: 2026-02-27T06:01:52.491Z
created_at: 2026-02-27T05:37:12.525Z
updated_at: 2026-02-27T06:01:52.491Z
result:
  {"facts":[{"content":"The test file packages/connector-openclaw/test/index.test.ts was modified to use the delete operator for environment variable cleanup instead of assignment","type":"decision","confidence":0.95},{"content":"A validateWorkspacePath() private method was added to packages/connector-openclaw/src/index.ts","type":"fact","confidence":0.95},{"content":"The validateWorkspacePath() method is called during both install() and configureWorkspace() operations in packages/connector-openclaw/src/index.ts","type":"fact","confidence":0.95},{"content":"A new test case was added to packages/connector-openclaw/test/index.test.ts to verify that the temp path guard validation fires correctly","type":"procedural","confidence":0.9}],"entities":[{"source":"packages/connector-openclaw/test/index.test.ts","relationship":"modified for","target":"environment cleanup using delete operator","confidence":0.95},{"source":"packages/connector-openclaw/src/index.ts","relationship":"contains","target":"validateWorkspacePath() private method","confidence":0.95},{"source":"validateWorkspacePath()","relationship":"called during","target":"install() and configureWorkspace()","confidence":0.95},{"source":"new test case","relationship":"verifies","target":"temp path guard validation","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] (0084dcb1-bcee-4a2d-b329-5c8900dfafa5) already documents this exact implementation: 'packages/connector-openclaw/test/index.test.ts: Fixed env cleanup using delete instead of assignment'. New fact is redundant with existing memory.","fact":{"content":"The test file packages/connector-openclaw/test/index.test.ts was modified to use the delete operator for environment variable cleanup instead of assignment","type":"decision","confidence":0.95}},{"action":"none","confidence":1,"reason":"Candidate [4] already fully documents the validateWorkspacePath() addition to packages/connector-openclaw/src/index.ts, including implementation details, usage context, and test coverage. No new information to capture.","fact":{"content":"A validateWorkspacePath() private method was added to packages/connector-openclaw/src/index.ts","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already documents that validateWorkspacePath() was added to packages/connector-openclaw/src/index.ts and is called during both install() and configureWorkspace(). New fact is fully covered by existing memory.","fact":{"content":"The validateWorkspacePath() method is called during both install() and configureWorkspace() operations in packages/connector-openclaw/src/index.ts","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the exact implementation, including 'Added a new test case to verify the temp path guard fires correctly' in packages/connector-openclaw/test/index.test.ts. New fact adds no additional information.","fact":{"content":"A new test case was added to packages/connector-openclaw/test/index.test.ts to verify that the temp path guard validation fires correctly","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 570784fa-6903-454a-ad41-76f87439d8fe
memory_id: ebb0cc16-f342-439c-884e-8edcc7d4dc55
job_type: extract
status: completed
leased_at: 2026-02-27T06:01:54.493Z
completed_at: 2026-02-27T06:02:44.061Z
created_at: 2026-02-27T05:37:54.687Z
updated_at: 2026-02-27T06:02:44.061Z
result:
  {"facts":[{"content":"Signet Secrets MCP Integration is a planned feature to make Signet secrets usable by agents through the Model Context Protocol","type":"decision","confidence":0.8},{"content":"A session began implementing the plan to integrate Signet secrets with MCP for agent access","type":"procedural","confidence":0.7}],"entities":[{"source":"Signet Secrets MCP Integration","relationship":"enables access to","target":"Signet secrets","confidence":0.8},{"source":"agents","relationship":"can access via","target":"Signet Secrets MCP Integration","confidence":0.75},{"source":"Signet Secrets MCP Integration","relationship":"is being","target":"implemented","confidence":0.85}],"proposals":[{"action":"update","targetMemoryId":"9cb2ca9b-1232-4217-bae4-0a6f68565fde","confidence":0.85,"reason":"New fact specifies the planned solution (MCP Integration) to the core problem already documented in candidate [5]. Merging them provides complete context: the problem statement plus the identified solution approach.","fact":{"content":"Signet Secrets MCP Integration is a planned feature to make Signet secrets usable by agents through the Model Context Protocol","type":"decision","confidence":0.8},"targetContent":"The core problem: agents are told about secrets but cannot actually use them because the documentation references a non-existent `signet secret get` CLI command, session start provides no secret discovery, and no MCP tools exist for secrets interaction."},{"action":"update","targetMemoryId":"ebb0cc16-f342-439c-884e-8edcc7d4dc55","confidence":0.95,"reason":"New fact is a direct refinement of existing memory—both describe the same session implementing Signet secrets accessibility, but the new fact specifies the mechanism (MCP-based tool integration). Merge by adding MCP detail to existing record.","fact":{"content":"A session began implementing the plan to integrate Signet secrets with MCP for agent access","type":"procedural","confidence":0.7},"targetContent":"## Signet Secrets MCP Integration The session began implementing a plan to make Signet secrets usable by agents."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: a954de56-a759-4011-b09e-52a93eaf5e4a
memory_id: 9cb2ca9b-1232-4217-bae4-0a6f68565fde
job_type: extract
status: completed
leased_at: 2026-02-27T06:02:46.064Z
completed_at: 2026-02-27T06:03:38.245Z
created_at: 2026-02-27T05:37:54.698Z
updated_at: 2026-02-27T06:03:38.245Z
result:
  {"facts":[{"content":"Signet Secrets MCP Integration is a planned feature for the Signet agent system","type":"decision","confidence":0.95},{"content":"Signet Secrets MCP Integration exposes Signet secrets to agents through the Model Context Protocol","type":"semantic","confidence":0.9},{"content":"The goal of Signet Secrets MCP Integration is to enable agent applications to access stored Signet secrets via MCP","type":"procedural","confidence":0.9}],"entities":[{"source":"Signet Secrets MCP Integration","relationship":"is-status","target":"planned feature","confidence":0.95},{"source":"Signet Secrets MCP Integration","relationship":"uses-protocol","target":"Model Context Protocol","confidence":0.92},{"source":"Signet Secrets MCP Integration","relationship":"enables-access-to","target":"Signet secrets","confidence":0.9},{"source":"agents","relationship":"can-access-via-mcp","target":"Signet secrets","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact fact: 'Signet Secrets MCP Integration is a planned feature to make Signet secrets usable by agents through the Model Context Protocol'. The new fact adds no new information.","fact":{"content":"Signet Secrets MCP Integration is a planned feature for the Signet agent system","type":"decision","confidence":0.95}},{"action":"update","targetMemoryId":"9cb2ca9b-1232-4217-bae4-0a6f68565fde","confidence":0.85,"reason":"New fact confirms and describes the Signet Secrets MCP Integration mechanism. Updates the existing 'planned feature' memory to reflect that MCP-based exposure is the confirmed mechanism for safely accessing Signet secrets within agents.","fact":{"content":"Signet Secrets MCP Integration exposes Signet secrets to agents through the Model Context Protocol","type":"semantic","confidence":0.9},"targetContent":"Signet Secrets MCP Integration is a planned feature to make Signet secrets usable by agents through the Model Context Protocol"},{"action":"none","confidence":0.95,"reason":"Candidate 5 already captures the same essential information: Signet Secrets MCP Integration is a planned feature to make Signet secrets usable by agents through MCP. The new fact is a restatement of this goal with minimal additional detail ('stored secrets' is already implied).","fact":{"content":"The goal of Signet Secrets MCP Integration is to enable agent applications to access stored Signet secrets via MCP","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 6b32f9a5-dad8-48d6-8f39-d17d4d5319f8
memory_id: 1a3ecf54-882b-4f29-9f80-0e25c21c8e3e
job_type: extract
status: completed
leased_at: 2026-02-27T06:03:40.245Z
completed_at: 2026-02-27T06:04:48.207Z
created_at: 2026-02-27T05:37:54.709Z
updated_at: 2026-02-27T06:04:48.207Z
result:
  {"facts":[{"content":"The security model ensures agents never see raw secret values directly","type":"fact","confidence":0.95},{"content":"Secrets are injected into subprocess environment variables rather than being exposed directly to agents","type":"procedural","confidence":0.95},{"content":"Output containing secrets is automatically redacted to prevent exposure","type":"procedural","confidence":0.95},{"content":"Four coordinated changes were planned for implementing the security model","type":"decision","confidence":0.6}],"entities":[{"source":"agents","relationship":"never see","target":"raw secret values","confidence":0.95},{"source":"secrets","relationship":"injected into","target":"subprocess environment variables","confidence":0.95},{"source":"output","relationship":"automatically redacted","target":"secrets","confidence":0.95},{"source":"security model","relationship":"maintained","target":"secret isolation","confidence":0.9}],"proposals":[{"action":"none","confidence":0.92,"reason":"New fact is already well-covered by existing memory [4] (rule), which explicitly states 'agents never see raw values. Instead, secrets are injected into subprocess environment variables with output automatically redacted.' Candidate [2] also captures the core principle. The new fact adds no novel information beyond what's already documented.","fact":{"content":"The security model ensures agents never see raw secret values directly","type":"fact","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"Candidate [5] already documents this exact procedure: 'secrets are injected into subprocess environment variables with output automatically redacted.' The new fact is already covered by existing memory, just potentially incomplete in that entry.","fact":{"content":"Secrets are injected into subprocess environment variables rather than being exposed directly to agents","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"Candidate 5 already documents this as part of the security model: 'secrets are injected into subprocess environment variables with output automatically redacted.' The new fact is a specific implementation detail already captured in existing memory.","fact":{"content":"Output containing secrets is automatically redacted to prevent exposure","type":"procedural","confidence":0.95}},{"action":"update","targetMemoryId":"1a3ecf54-882b-4f29-9f80-0e25c21c8e3e","confidence":0.75,"reason":"New fact completes the truncated existing memory about four coordinated changes for the security model. Candidate [5] mentions this plan but ends abruptly at '1.'","fact":{"content":"Four coordinated changes were planned for implementing the security model","type":"decision","confidence":0.6},"targetContent":"The solution maintains the security model—agents never see raw values. Instead, secrets are injected into subprocess environment variables with output automatically redacted. Four coordinated changes were planned: 1."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":1,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: b112a318-849a-455f-91f2-4eb49020c462
memory_id: 0336fa74-aecf-4f0c-a46b-cd3e4de00f97
job_type: extract
status: completed
leased_at: 2026-02-27T06:04:50.239Z
completed_at: 2026-02-27T06:06:07.938Z
created_at: 2026-02-27T05:37:54.721Z
updated_at: 2026-02-27T06:06:07.938Z
result:
  {"facts":[{"content":"The Signet block in packages/core/src/markdown.ts contains a broken CLI reference that must be removed","type":"decision","confidence":0.9},{"content":"Signet documentation should document the secret_list MCP tool for discovering available secrets","type":"procedural","confidence":0.85},{"content":"Signet documentation should document the secret_exec MCP tool for executing commands with secrets injected as environment variables","type":"procedural","confidence":0.85},{"content":"The actual Signet secrets workflow uses secret_list and secret_exec MCP tools instead of broken CLI commands","type":"decision","confidence":0.85}],"entities":[{"source":"packages/core/src/markdown.ts","relationship":"contains broken reference in","target":"Signet block","confidence":0.9},{"source":"Signet documentation","relationship":"should document","target":"secret_list MCP tool","confidence":0.85},{"source":"Signet documentation","relationship":"should document","target":"secret_exec MCP tool","confidence":0.85},{"source":"secret_list","relationship":"enables","target":"secret discovery","confidence":0.8},{"source":"secret_exec","relationship":"enables","target":"command execution with injected secrets","confidence":0.8}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [0336fa74-aecf-4f0c-a46b-cd3e4de00f97] already documents this exact issue: 'Update the Signet block in packages/core/src/markdown.ts to remove the broken CLI reference'. New fact is identical to existing memory.","fact":{"content":"The Signet block in packages/core/src/markdown.ts contains a broken CLI reference that must be removed","type":"decision","confidence":0.9}},{"action":"update","targetMemoryId":"3fab9607-a959-4b25-a80b-f493257f6edf","confidence":0.88,"reason":"New fact is a documentation follow-up to candidate [4] which describes the secret_list implementation. These should be merged: implementation details + user-facing documentation for the same feature (secret tools). Merged memory will include both WHAT to build and that it needs documentation for discoverability.","fact":{"content":"Signet documentation should document the secret_list MCP tool for discovering available secrets","type":"procedural","confidence":0.85},"targetContent":"**MCP Tools**: Add two tools to `packages/daemon/src/mcp/tools.ts`: - `secret_list`: queries `GET /api/secrets` to return available secret names - `secret_exec`: runs commands with injected secrets, takes command string and env var → secret name mapping 3."},{"action":"none","confidence":0.8,"reason":"Candidate [4] already documents secret_exec implementation details (command string, env var → secret name mapping). New fact restates the documentation requirement but adds no new technical information. The memory system itself serves as documentation for this feature.","fact":{"content":"Signet documentation should document the secret_exec MCP tool for executing commands with secrets injected as environment variables","type":"procedural","confidence":0.85}},{"action":"update","targetMemoryId":"0336fa74-aecf-4f0c-a46b-cd3e4de00f97","confidence":0.88,"reason":"New fact confirms and upgrades candidate [3]. Both describe the same core insight: the actual Signet secrets workflow uses secret_list and secret_exec MCP tools, not broken CLI commands. Merging them with the higher decision-level confidence strengthens the memory.","fact":{"content":"The actual Signet secrets workflow uses secret_list and secret_exec MCP tools instead of broken CLI commands","type":"decision","confidence":0.85},"targetContent":"**Documentation Fix**: Update the Signet block in `packages/core/src/markdown.ts` to remove the broken CLI reference and document the actual workflow: `secret_list` and `secret_exec` MCP tools for discovery and usage. 2."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: fe2b6ee4-1b8b-4da8-8369-950571da8836
memory_id: 3fab9607-a959-4b25-a80b-f493257f6edf
job_type: extract
status: completed
leased_at: 2026-02-27T06:06:09.942Z
completed_at: 2026-02-27T06:06:59.056Z
created_at: 2026-02-27T05:37:54.732Z
updated_at: 2026-02-27T06:06:59.056Z
result:
  {"facts":[{"content":"The secret_list MCP tool in Signet enables users to discover what secrets are available in the system","type":"fact","confidence":0.95},{"content":"Signet documentation should document the secret_list MCP tool and its use case for discovering available secrets","type":"decision","confidence":0.85}],"entities":[{"source":"Signet documentation","relationship":"should_document","target":"secret_list MCP tool","confidence":0.85},{"source":"secret_list MCP tool","relationship":"enables","target":"secret discovery","confidence":0.9},{"source":"secret_list","relationship":"is_part_of","target":"Signet MCP ecosystem","confidence":0.9}],"proposals":[{"action":"update","targetMemoryId":"0336fa74-aecf-4f0c-a46b-cd3e4de00f97","confidence":0.85,"reason":"New fact provides specific capability detail for secret_list, which is already mentioned in the decision. Merge to create comprehensive record of the Signet secrets MCP workflow and what each tool does.","fact":{"content":"The secret_list MCP tool in Signet enables users to discover what secrets are available in the system","type":"fact","confidence":0.95},"targetContent":"The actual Signet secrets workflow uses secret_list and secret_exec MCP tools instead of broken CLI commands"},{"action":"none","confidence":0.95,"reason":"Existing memory [5] (3fab9607-a959-4b25-a80b-f493257f6edf) contains identical content: 'Signet documentation should document the secret_list MCP tool for discovering available secrets'. This fact is already captured.","fact":{"content":"Signet documentation should document the secret_list MCP tool and its use case for discovering available secrets","type":"decision","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: a762238e-cfa6-488b-9f1f-9d8de23852cb
memory_id: 42bb7b85-06f3-4d16-b546-c58d64e978fb
job_type: extract
status: completed
leased_at: 2026-02-27T06:07:01.058Z
completed_at: 2026-02-27T06:07:55.078Z
created_at: 2026-02-27T05:37:54.743Z
updated_at: 2026-02-27T06:07:55.078Z
result:
  {"facts":[{"content":"A POST endpoint `/api/secrets/exec` should be created in `packages/daemon/src/daemon.ts` that accepts a `{ command, secrets }` payload","type":"procedural","confidence":0.95},{"content":"The `/api/secrets/exec` endpoint must be registered before the parameterized `/:name/exec` route in the Hono server","type":"decision","confidence":0.95},{"content":"Registration of `/api/secrets/exec` before `/:name/exec` is required because Hono's route matching would otherwise catch requests intended for the secrets endpoint with the parameterized route, causing routing conflicts","type":"rationale","confidence":0.9}],"entities":[{"source":"/api/secrets/exec","relationship":"is located in","target":"packages/daemon/src/daemon.ts","confidence":0.95},{"source":"/api/secrets/exec","relationship":"must register before","target":"/:name/exec","confidence":0.95},{"source":"Hono routing","relationship":"causes conflicts with","target":"/:name/exec matching /api/secrets/exec","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already documents this exact requirement: 'Create POST /api/secrets/exec in packages/daemon/src/daemon.ts accepting { command, secrets } payload'. New fact is a restatement of existing rule, fully covered by existing memory.","fact":{"content":"A POST endpoint `/api/secrets/exec` should be created in `packages/daemon/src/daemon.ts` that accepts a `{ command, secrets }` payload","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 3 already captures the exact routing rule: `/api/secrets/exec` must register BEFORE parameterized `/:name/exec` route to prevent Hono routing conflicts. New fact is identical.","fact":{"content":"The `/api/secrets/exec` endpoint must be registered before the parameterized `/:name/exec` route in the Hono server","type":"decision","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"Candidate [2] already captures the essential fact: 'Must register BEFORE parameterized /:name/exec route to prevent Hono routing conflicts.' The new fact provides additional context about the mechanism (how Hono's route matching prioritization works), but the core rule and its rationale are already documented. No update needed.","fact":{"content":"Registration of `/api/secrets/exec` before `/:name/exec` is required because Hono's route matching would otherwise catch requests intended for the secrets endpoint with the parameterized route, causing routing conflicts","type":"rationale","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 8bd0134b-1ed6-4008-a443-61756c966d6c
memory_id: 2b274087-c597-48a8-8ce7-25d0bd7ee849
job_type: extract
status: completed
leased_at: 2026-02-27T06:07:57.080Z
completed_at: 2026-02-27T06:08:23.214Z
created_at: 2026-02-27T05:37:54.755Z
updated_at: 2026-02-27T06:08:23.214Z
result:
  {"facts":[{"content":"The listSecrets() function should be called in packages/daemon/src/hooks.ts after the status update (approximately line 862) to surface available secret names with usage instructions at session start","type":"procedural","confidence":0.95}],"entities":[{"source":"listSecrets()","relationship":"called_in","target":"packages/daemon/src/hooks.ts","confidence":0.95},{"source":"session_start","relationship":"triggers","target":"listSecrets() invocation","confidence":0.9},{"source":"listSecrets()","relationship":"surfaces","target":"available_secret_names_with_usage_instructions","confidence":0.9}],"proposals":[{"action":"none","confidence":0.99,"reason":"Candidate #5 (ID: 2b274087-c597-48a8-8ce7-25d0bd7ee849) already contains this exact fact verbatim: 'Call `listSecrets()` in `packages/daemon/src/hooks.ts` after status update (~line 862) to surface available secret names with usage instructions at session start.' No new information to capture.","fact":{"content":"The listSecrets() function should be called in packages/daemon/src/hooks.ts after the status update (approximately line 862) to surface available secret names with usage instructions at session start","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 024311f4-bd40-4fc4-8ba9-adf71618ca48
memory_id: af53fd8c-06b1-43fe-bddc-96931035cd61
job_type: extract
status: completed
leased_at: 2026-02-27T06:08:25.219Z
completed_at: 2026-02-27T06:09:22.517Z
created_at: 2026-02-27T05:37:54.765Z
updated_at: 2026-02-27T06:09:22.517Z
result:
  {"facts":[{"content":"The `signet secret get` CLI command was deliberately NOT implemented","type":"decision","confidence":0.95},{"content":"The `signet secret get` CLI command was not implemented because exposing raw secret values via CLI would violate the Signet security model","type":"rationale","confidence":0.95},{"content":"The development session began by reading existing source files to understand implementation patterns before writing code changes","type":"procedural","confidence":0.9}],"entities":[{"source":"signet secret get CLI","relationship":"NOT_implemented","target":"Signet CLI","confidence":0.95},{"source":"raw secret value exposure","relationship":"violates","target":"Signet security model","confidence":0.95},{"source":"development session","relationship":"follows","target":"read-source-files-first pattern","confidence":0.9}],"proposals":[{"action":"none","confidence":0.99,"reason":"Candidate [3] already explicitly captures this decision: 'Deliberate non-action: no `signet secret get` CLI implementation—exposing raw values violates security model.' The new fact is already covered.","fact":{"content":"The `signet secret get` CLI command was deliberately NOT implemented","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents this exact design decision: deliberate non-implementation of `signet secret get` CLI due to security model constraints. New fact is redundant and adds no new information.","fact":{"content":"The `signet secret get` CLI command was not implemented because exposing raw secret values via CLI would violate the Signet security model","type":"rationale","confidence":0.95}},{"action":"delete","targetMemoryId":"3bce199c-5278-418c-ac64-11d9c27064de","confidence":0.95,"reason":"New fact states 'before writing code changes', directly contradicting the memory that 'No code changes were made during this session'. The new procedural observation (confidence 0.9) indicates code changes did occur.","fact":{"content":"The development session began by reading existing source files to understand implementation patterns before writing code changes","type":"procedural","confidence":0.9},"targetContent":"No code changes were made during this session"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":1,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: e2bd564f-0c8a-4221-95ea-07813d6d93f3
memory_id: 2b51a72f-0941-40e6-86cf-f5907334a048
job_type: extract
status: completed
leased_at: 2026-02-27T06:26:15.845Z
completed_at: 2026-02-27T06:27:34.978Z
created_at: 2026-02-27T06:26:14.742Z
updated_at: 2026-02-27T06:27:34.978Z
result:
  {"facts":[{"content":"OpenMarketUI is fundamentally a trading strategy IDE (Integrated Development Environment), not a prediction market trading platform/engine as initially characterized","type":"decision","confidence":0.95},{"content":"OpenMarketUI is an interface-first product designed to enable users to build heuristic algorithms for trading strategies","type":"fact","confidence":0.95},{"content":"OpenMarketUI supports training custom trading models as part of its core functionality","type":"fact","confidence":0.95},{"content":"OpenMarketUI manages the full strategy lifecycle from algorithm development through model training to execution, with emphasis on user-friendliness and performance","type":"fact","confidence":0.95},{"content":"The product positioning was clarified by the user from 'prediction market trading platform/engine' to 'trading strategy IDE', representing a correction of initial understanding","type":"rationale","confidence":0.9}],"entities":[{"source":"OpenMarketUI","relationship":"is","target":"trading strategy IDE","confidence":0.95},{"source":"OpenMarketUI","relationship":"is not","target":"prediction market trading platform/engine","confidence":0.9},{"source":"OpenMarketUI","relationship":"enables building","target":"heuristic algorithms","confidence":0.95},{"source":"OpenMarketUI","relationship":"supports training","target":"custom trading models","confidence":0.95},{"source":"OpenMarketUI","relationship":"emphasizes","target":"user-friendly interface","confidence":0.95},{"source":"OpenMarketUI","relationship":"emphasizes","target":"performance","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [5] already captures this exact fact in comprehensive detail: OpenMarketUI is characterized as a trading strategy IDE with full explanation of its positioning (interface-first product for building heuristic algorithms, training models, managing strategy lifecycle). The new fact is a condensed restatement of information already documented.","fact":{"content":"OpenMarketUI is fundamentally a trading strategy IDE (Integrated Development Environment), not a prediction market trading platform/engine as initially characterized","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2b51a72f...] already captures this fact comprehensively: 'OpenMarketUI is fundamentally a trading strategy IDE — an interface-first product for users to build heuristic algorithms...' This existing memory includes the core positioning and is more detailed than the new fact.","fact":{"content":"OpenMarketUI is an interface-first product designed to enable users to build heuristic algorithms for trading strategies","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact concept: OpenMarketUI is described as a 'trading strategy IDE' with core ability to 'train custom trading models.' The new fact is redundant with existing, more comprehensive memory.","fact":{"content":"OpenMarketUI supports training custom trading models as part of its core functionality","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"This fact is already comprehensively covered by candidate 2b51a72f, which states that OpenMarketUI is 'a trading strategy IDE for users to build heuristic algorithms, train custom trading models, and manage the full strategy lifecycle from a user-friendly, performant UI.' The new fact restates the same core positioning with slightly different phrasing (algorithm development → model training → execution vs. algorithm building → model training → lifecycle management), but adds no new information not already captured.","fact":{"content":"OpenMarketUI manages the full strategy lifecycle from algorithm development through model training to execution, with emphasis on user-friendliness and performance","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is comprehensively covered by candidate [5], which explicitly documents the same positioning correction (from 'prediction market trading platform/engine' to 'trading strategy IDE'). No new information or update needed.","fact":{"content":"The product positioning was clarified by the user from 'prediction market trading platform/engine' to 'trading strategy IDE', representing a correction of initial understanding","type":"rationale","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 445c6909-70f5-4c6a-a520-dfbb329f8266
memory_id: e471db5c-04f1-4db3-8987-452f1c3ec0ea
job_type: extract
status: completed
leased_at: 2026-02-27T06:27:37.010Z
completed_at: 2026-02-27T06:28:04.234Z
created_at: 2026-02-27T06:26:14.781Z
updated_at: 2026-02-27T06:28:04.234Z
result:
  {"facts":[{"content":"A plan to integrate Signet secrets with MCP was being implemented in this session to enable agents to use Signet secrets","type":"procedural","confidence":0.95}],"entities":[{"source":"Signet Secrets","relationship":"integrates with","target":"MCP","confidence":0.9},{"source":"Agents","relationship":"can access","target":"Signet Secrets","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidates [2] and [5] already capture this procedural fact about a session implementing Signet secrets MCP integration. The new fact adds no novel information.","fact":{"content":"A plan to integrate Signet secrets with MCP was being implemented in this session to enable agents to use Signet secrets","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: d9771c35-9d1c-4515-8ece-e65433401b79
memory_id: 189ff7fe-3ad9-4b9a-812f-cbce62743915
job_type: extract
status: completed
leased_at: 2026-02-27T06:28:06.235Z
completed_at: 2026-02-27T06:29:21.750Z
created_at: 2026-02-27T06:26:14.793Z
updated_at: 2026-02-27T06:29:21.750Z
result:
  {"facts":[{"content":"Signet documentation references a non-existent `signet secret get` CLI command","type":"fact","confidence":0.95},{"content":"Signet session initialization does not provide a secret discovery mechanism to agents","type":"fact","confidence":0.9},{"content":"No MCP tools exist for agent interaction with secrets in Signet","type":"fact","confidence":0.95},{"content":"Agents are informed about the existence of secrets in Signet but lack the technical ability to retrieve and use them","type":"fact","confidence":0.9}],"entities":[{"source":"Signet documentation","relationship":"references (non-existent)","target":"`signet secret get` CLI command","confidence":0.95},{"source":"Signet session initialization","relationship":"does not provide","target":"secret discovery mechanism","confidence":0.9},{"source":"MCP tools","relationship":"do not exist for","target":"secrets interaction","confidence":0.95},{"source":"agents","relationship":"are unable to use","target":"secrets","confidence":0.9}],"proposals":[{"action":"none","confidence":0.92,"reason":"The new fact is already comprehensively covered by existing memory [4], which explicitly identifies 'the documentation references a non-existent `signet secret get` CLI command' as a core problem in the secrets workflow. No new information or refinement is added.","fact":{"content":"Signet documentation references a non-existent `signet secret get` CLI command","type":"fact","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"New fact is already covered by candidate [5], which explicitly states 'session start provides no secret discovery' as part of the core problem with Signet secrets access","fact":{"content":"Signet session initialization does not provide a secret discovery mechanism to agents","type":"fact","confidence":0.9}},{"action":"none","confidence":0.98,"reason":"New fact contradicts documented MCP tools in CLAUDE.md context (secret_list and secret_exec are explicitly defined and available). Existing memories correctly reflect that these tools exist. The new fact is factually inaccurate and should not be stored.","fact":{"content":"No MCP tools exist for agent interaction with secrets in Signet","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively documents this exact problem: agents are informed about secrets but cannot use them, and provides the detailed reasons why (non-existent CLI command, missing MCP tools, no session start discovery). The new fact is a higher-level restatement of the core issue already well-captured in the existing memory.","fact":{"content":"Agents are informed about the existence of secrets in Signet but lack the technical ability to retrieve and use them","type":"fact","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: d3240483-7d8a-41f2-8fc6-b2737251d690
memory_id: 7defd46f-bc57-44f5-b9ba-f8c56a3df42c
job_type: extract
status: completed
leased_at: 2026-02-27T06:29:23.751Z
completed_at: 2026-02-27T06:30:24.055Z
created_at: 2026-02-27T06:26:14.804Z
updated_at: 2026-02-27T06:30:24.055Z
result:
  {"facts":[{"content":"The Signet block in `packages/core/src/markdown.ts` contains a broken CLI reference that should be removed","type":"decision","confidence":0.9},{"content":"The `secret_list` MCP tool is used in Signet for discovering available secrets","type":"procedural","confidence":0.85},{"content":"The `secret_exec` MCP tool is used in Signet for executing commands with injected secrets","type":"procedural","confidence":0.85},{"content":"Signet's documentation should explain the workflow of using `secret_list` and `secret_exec` MCP tools instead of relying on CLI references","type":"decision","confidence":0.85}],"entities":[{"source":"Signet block in `packages/core/src/markdown.ts`","relationship":"contains","target":"broken CLI reference","confidence":0.9},{"source":"Signet documentation","relationship":"should document","target":"`secret_list` MCP tool","confidence":0.85},{"source":"Signet documentation","relationship":"should document","target":"`secret_exec` MCP tool","confidence":0.85},{"source":"`secret_list`","relationship":"used for","target":"secret discovery workflow","confidence":0.85},{"source":"`secret_exec`","relationship":"used for","target":"secret usage and execution workflow","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate [5] (ID: 7defd46f-bc57-44f5-b9ba-f8c56a3df42c) already captures this exact issue: removing the broken CLI reference from the Signet block in packages/core/src/markdown.ts. The new fact adds no new information and is already documented in memory.","fact":{"content":"The Signet block in `packages/core/src/markdown.ts` contains a broken CLI reference that should be removed","type":"decision","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate [2] directly captures this fact: 'The secret_list MCP tool in Signet enables users to discover what secrets are available in the system.' The new fact adds no new information beyond what's already stored.","fact":{"content":"The `secret_list` MCP tool is used in Signet for discovering available secrets","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate 3 (ff3a8b11-23cd-45a0-abca-39bf11ebbf9a) already documents secret_exec functionality, including its purpose of running commands with injected secrets and the env var → secret name mapping. New fact adds no new information.","fact":{"content":"The `secret_exec` MCP tool is used in Signet for executing commands with injected secrets","type":"procedural","confidence":0.85}},{"action":"update","targetMemoryId":"7defd46f-bc57-44f5-b9ba-f8c56a3df42c","confidence":0.9,"reason":"New decision reinforces existing issue memory. Both advocate documenting secret_list/secret_exec MCP tools instead of CLI references. Merge them into a single consolidated documentation task.","fact":{"content":"Signet's documentation should explain the workflow of using `secret_list` and `secret_exec` MCP tools instead of relying on CLI references","type":"decision","confidence":0.85},"targetContent":"**Documentation Fix**: Update the Signet block in `packages/core/src/markdown.ts` to remove the broken CLI reference and document the actual workflow: `secret_list` and `secret_exec` MCP tools for discovery and usage. 2."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: af538326-98fd-4af9-85b5-f3b2b0b07be5
memory_id: ff3a8b11-23cd-45a0-abca-39bf11ebbf9a
job_type: extract
status: completed
leased_at: 2026-02-27T06:30:26.058Z
completed_at: 2026-02-27T06:31:24.805Z
created_at: 2026-02-27T06:26:14.815Z
updated_at: 2026-02-27T06:31:24.805Z
result:
  {"facts":[{"content":"Two MCP tools (secret_list and secret_exec) must be added to packages/daemon/src/mcp/tools.ts","type":"decision","confidence":0.95},{"content":"The secret_list MCP tool queries the GET /api/secrets endpoint to retrieve and return available secret names","type":"procedural","confidence":0.95},{"content":"The secret_exec MCP tool runs shell commands with secrets injected as environment variables","type":"procedural","confidence":0.95},{"content":"The secret_exec MCP tool accepts a command string and a mapping of environment variable names to secret names as input parameters","type":"procedural","confidence":0.95}],"entities":[{"source":"secret_list tool","relationship":"queries","target":"GET /api/secrets endpoint","confidence":0.95},{"source":"secret_list tool","relationship":"returns","target":"available secret names","confidence":0.95},{"source":"secret_exec tool","relationship":"injects","target":"secrets as environment variables","confidence":0.95},{"source":"secret_exec tool","relationship":"accepts","target":"command string and env var to secret name mapping","confidence":0.95},{"source":"MCP tools (secret_list, secret_exec)","relationship":"located in","target":"packages/daemon/src/mcp/tools.ts","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively covers this decision with explicit implementation details for both secret_list and secret_exec tools in packages/daemon/src/mcp/tools.ts. The new fact is a subset of information already captured.","fact":{"content":"Two MCP tools (secret_list and secret_exec) must be added to packages/daemon/src/mcp/tools.ts","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 5 already documents this implementation detail: 'secret_list: queries `GET /api/secrets` to return available secret names'. The new fact is fully covered by existing memory.","fact":{"content":"The secret_list MCP tool queries the GET /api/secrets endpoint to retrieve and return available secret names","type":"procedural","confidence":0.95}},{"action":"update","targetMemoryId":"ff3a8b11-23cd-45a0-abca-39bf11ebbf9a","confidence":0.95,"reason":"New fact directly describes secret_exec functionality already mentioned in candidate 5. The new fact provides a clearer natural-language explanation of how the tool operates (injecting secrets as environment variables), which complements the existing technical specification.","fact":{"content":"The secret_exec MCP tool runs shell commands with secrets injected as environment variables","type":"procedural","confidence":0.95},"targetContent":"**MCP Tools**: Add two tools to `packages/daemon/src/mcp/tools.ts`: - `secret_list`: queries `GET /api/secrets` to return available secret names - `secret_exec`: runs commands with injected secrets, takes command string and env var → secret name mapping 3."},{"action":"none","confidence":0.95,"reason":"Candidate [4] already documents secret_exec parameters: 'takes command string and env var → secret name mapping', which directly matches the new fact about command string and environment variable name-to-secret mapping","fact":{"content":"The secret_exec MCP tool accepts a command string and a mapping of environment variable names to secret names as input parameters","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 8a9c06e0-8b88-445c-aa75-6e4388d6ffb2
memory_id: 7f96464e-6ec9-46cc-95ad-36cf2c73a7ed
job_type: extract
status: completed
leased_at: 2026-02-27T06:31:36.938Z
completed_at: 2026-02-27T06:32:55.669Z
created_at: 2026-02-27T06:26:15.075Z
updated_at: 2026-02-27T06:32:55.669Z
result:
  {"facts":[{"content":"Signetai should be installable globally via npm using `npm install -g signetai`","type":"procedural","confidence":0.9},{"content":"Signetai should be installable and executable via npx using `npx signetai`","type":"procedural","confidence":0.9},{"content":"The postinstall script in the signetai package uses ECMAScript modules (ESM)","type":"fact","confidence":0.85},{"content":"ESM-based postinstall scripts are flaky and unreliable in some npm environments","type":"fact","confidence":0.85},{"content":"A plan to fix signetai npm installation compatibility involves three key changes, with the primary focus on addressing the problematic postinstall script behavior","type":"procedural","confidence":0.7}],"entities":[{"source":"signetai package","relationship":"should be installable via","target":"npm (global)","confidence":0.9},{"source":"signetai package","relationship":"should be installable via","target":"npx","confidence":0.9},{"source":"signetai postinstall script","relationship":"uses","target":"ESM","confidence":0.85},{"source":"ESM postinstall scripts","relationship":"causes flakiness in","target":"npm environments","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] (ID: f9c02338-98df-4ce0-8fac-041517545141) already explicitly covers this fact: 'Signetai is being set up for npm installation via both `npm install -g signetai` (global) and `npx signetai` (direct execution)'. The new fact is redundant and fully contained within the existing memory.","fact":{"content":"Signetai should be installable globally via npm using `npm install -g signetai`","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate [1] ('Signetai is installable via `npx signetai` command') which contains identical procedural information. Candidate [4] also covers this as part of a broader decision about npm installation methods.","fact":{"content":"Signetai should be installable and executable via npx using `npx signetai`","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly captures that the postinstall script currently uses ESM (stated as 'Convert... from ESM to CommonJS'). The new fact is a subset of information already contained in the existing memory.","fact":{"content":"The postinstall script in the signetai package uses ECMAScript modules (ESM)","type":"fact","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [5] (7f96464e) already explicitly captures this issue: 'The main issue was the postinstall script using ESM, which can be flaky in some npm environments.' The new fact is redundant with existing memory.","fact":{"content":"ESM-based postinstall scripts are flaky and unreliable in some npm environments","type":"fact","confidence":0.85}},{"action":"none","confidence":0.85,"reason":"New fact is already well-covered by existing candidates [3] and [5], which both document the plan to fix signetai npm installation compatibility and specifically mention the three key changes and postinstall script conversion. No new information to capture.","fact":{"content":"A plan to fix signetai npm installation compatibility involves three key changes, with the primary focus on addressing the problematic postinstall script behavior","type":"procedural","confidence":0.7}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 3ef188fe-d600-4d5b-af0e-f087c1a09f96
memory_id: cb32e729-c916-49cd-80fc-02e49896a978
job_type: extract
status: completed
leased_at: 2026-02-27T06:32:57.671Z
completed_at: 2026-02-27T06:34:11.494Z
created_at: 2026-02-27T06:26:15.137Z
updated_at: 2026-02-27T06:34:11.494Z
result:
  {"facts":[{"content":"Watchtower is a React application","type":"fact","confidence":0.95},{"content":"Watchtower uses opentui library for terminal rendering","type":"fact","confidence":0.95},{"content":"Watchtower integrates Zustand for state management","type":"fact","confidence":0.95},{"content":"Watchtower maintains WebSocket connections to pm-server for bidirectional communication","type":"fact","confidence":0.95},{"content":"Architectural exploration of the watchtower codebase was performed as a precursor to implementation planning","type":"procedural","confidence":0.9}],"entities":[{"source":"Watchtower","relationship":"built-with","target":"React","confidence":0.95},{"source":"Watchtower","relationship":"uses","target":"opentui","confidence":0.95},{"source":"Watchtower","relationship":"uses","target":"Zustand","confidence":0.95},{"source":"Watchtower","relationship":"communicates-with","target":"pm-server","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"New fact about Watchtower's technology stack (React) has no match in existing candidates. Candidate 4 discusses a different project's React/Astro setup. This warrants a new memory entry specific to Watchtower.","fact":{"content":"Watchtower is a React application","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively covered by existing memories. Candidate [3] explicitly states watchtower is 'a React terminal UI built with opentui' and candidate [5] states 'Watchtower is currently a React application using opentui for terminal rendering'. The new fact adds no novel information.","fact":{"content":"Watchtower uses opentui library for terminal rendering","type":"fact","confidence":0.95}},{"action":"add","confidence":0.92,"reason":"New fact about Watchtower's state management library (Zustand) is distinct from existing candidate which appears to cover API route integration. This is a valuable technical detail about the project's architecture that warrants its own memory entry.","fact":{"content":"Watchtower integrates Zustand for state management","type":"fact","confidence":0.95}},{"action":"update","targetMemoryId":"d49ea256-5490-4474-9723-b7b15bb63621","confidence":0.95,"reason":"New fact refines existing candidate [4] with more specificity about 'bidirectional' communication. Both describe the same Watchtower-pm-server WebSocket relationship. Merge into single consolidated memory.","fact":{"content":"Watchtower maintains WebSocket connections to pm-server for bidirectional communication","type":"fact","confidence":0.95},"targetContent":"Watchtower establishes WebSocket connections to pm-server for real-time communication"},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this fact: 'Work began with architectural exploration to understand the current watchtower codebase before planning implementation.' The new fact is redundant with existing memory.","fact":{"content":"Architectural exploration of the watchtower codebase was performed as a precursor to implementation planning","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":2,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":2},"warnings":[]}


id: f16c05b1-4525-4a66-a11d-4b87393f2dc6
memory_id: 51f84dc0-d10a-4d3b-8b32-ad2c0a50c427
job_type: extract
status: completed
leased_at: 2026-02-27T07:41:44.922Z
completed_at: 2026-02-27T07:42:50.976Z
created_at: 2026-02-27T07:41:43.430Z
updated_at: 2026-02-27T07:42:50.976Z
result:
  {"facts":[{"content":"The engage project's dev server is configured to be started with the command `bun dev` based on project configuration","type":"fact","confidence":0.8},{"content":"When Nicholai executed `bun dev` for the engage project, the command did not work as expected","type":"fact","confidence":0.9},{"content":"Troubleshooting the engage project dev server failure involved reading the package.json file to investigate configuration","type":"procedural","confidence":0.9},{"content":"The troubleshooting session for the engage project dev server was incomplete at session end with no findings or resolution documented","type":"fact","confidence":0.95}],"entities":[{"source":"engage project","relationship":"configured with","target":"bun dev command","confidence":0.8},{"source":"bun dev command","relationship":"failed for","target":"engage project","confidence":0.9},{"source":"Nicholai","relationship":"reported failure of","target":"engage project dev server startup","confidence":0.9},{"source":"package.json","relationship":"investigated during","target":"engage project troubleshooting","confidence":0.85}],"proposals":[{"action":"none","confidence":0.9,"reason":"Existing memory [1] already contains this fact and provides richer context including the troubleshooting attempt. New fact is subsumed by the existing candidate.","fact":{"content":"The engage project's dev server is configured to be started with the command `bun dev` based on project configuration","type":"fact","confidence":0.8}},{"action":"none","confidence":0.95,"reason":"Existing candidate [1] already captures that `bun dev` for engage didn't work as expected. The new fact is less detailed and redundant with the existing memory, which specifically documents this troubleshooting session.","fact":{"content":"When Nicholai executed `bun dev` for the engage project, the command did not work as expected","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already comprehensively documents this exact scenario: engage dev server troubleshooting initiated by reading package.json. The new fact adds no novel information.","fact":{"content":"Troubleshooting the engage project dev server failure involved reading the package.json file to investigate configuration","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact scenario: engage dev server troubleshooting was initiated, the session ended before completion, and no resolution/findings were reached. New fact adds no novel information.","fact":{"content":"The troubleshooting session for the engage project dev server was incomplete at session end with no findings or resolution documented","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 110ffaf3-9307-45c0-a82e-daeb63992a51
memory_id: b5b7a730-2046-4564-b5a8-0c7ffae82ec8
job_type: extract
status: completed
leased_at: 2026-02-27T09:55:16.294Z
completed_at: 2026-02-27T09:56:19.049Z
created_at: 2026-02-27T09:55:14.991Z
updated_at: 2026-02-27T09:56:19.049Z
result:
  {"facts":[{"content":"No coding work was performed during the 2026-02-27 session","type":"fact","confidence":0.95},{"content":"The 2026-02-27 session was initialized via remote control bridge at 05:37 UTC in the signetai directory","type":"procedural","confidence":0.95},{"content":"The SessionStart hook executed successfully during the 2026-02-27 session initialization","type":"fact","confidence":0.95},{"content":"The Signet agent context was loaded during the 2026-02-27 session initialization","type":"procedural","confidence":0.95},{"content":"The 2026-02-27 session was a session initiation event with no subsequent development activity","type":"fact","confidence":0.9}],"entities":[{"source":"2026-02-27 session","relationship":"initialized via","target":"remote control bridge","confidence":0.95},{"source":"2026-02-27 session","relationship":"location","target":"signetai directory","confidence":0.95},{"source":"SessionStart hook","relationship":"loaded","target":"Signet agent context","confidence":0.95},{"source":"SessionStart hook","relationship":"status","target":"executed successfully","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"New fact documents 2026-02-27 session. Existing candidate [2] covers 2026-02-23 (different session). Both are session-specific notes on different dates and should be kept separate.","fact":{"content":"No coding work was performed during the 2026-02-27 session","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains the exact same session initialization details: 2026-02-27 date, 05:37 UTC timestamp, remote control bridge method, and signetai directory location. The new fact is fully covered by existing memory.","fact":{"content":"The 2026-02-27 session was initialized via remote control bridge at 05:37 UTC in the signetai directory","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the 2026-02-27 session initialization with SessionStart hook execution at 05:37 UTC in signetai. New fact adds no new information and is covered by existing memory.","fact":{"content":"The SessionStart hook executed successfully during the 2026-02-27 session initialization","type":"fact","confidence":0.95}},{"action":"none","targetMemoryId":"b5b7a730-2046-4564-b5a8-0c7ffae82ec8","confidence":0.95,"reason":"Candidate [5] already documents the 2026-02-27 session initialization with explicit mention of Signet agent context loading via SessionStart hook. New fact provides no additional detail or contradictory information.","fact":{"content":"The Signet agent context was loaded during the 2026-02-27 session initialization","type":"procedural","confidence":0.95},"targetContent":"# 2026-02-27 Session Notes No coding work was performed during this session. The session was initialized via remote control bridge at 05:37 UTC in the signetai directory. The SessionStart hook executed successfully, loading the Signet agent context. This was a session initiation event with no subsequent development activity."},{"action":"none","confidence":0.95,"reason":"Existing candidate [5] (b5b7a730-2046-4564-b5a8-0c7ffae82ec8) already documents the 2026-02-27 session as a session initialization event with no development activity. The new fact is redundant with existing memory.","fact":{"content":"The 2026-02-27 session was a session initiation event with no subsequent development activity","type":"fact","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: e64c0824-7e42-47c1-9990-e45927da16de
memory_id: 7c55e5be-8102-43a0-a0ba-c0dfda016461
job_type: extract
status: completed
leased_at: 2026-02-27T09:58:57.107Z
completed_at: 2026-02-27T10:00:22.326Z
created_at: 2026-02-27T09:58:55.485Z
updated_at: 2026-02-27T10:00:22.326Z
result:
  {"facts":[{"content":"Nicholai demonstrated Signet to a friend","type":"fact","confidence":0.95},{"content":"Signet provides persistent memory that persists across sessions and platforms","type":"fact","confidence":0.9},{"content":"Signet provides agent identity that travels across different AI platforms (Claude Code, OpenCode, Cursor, etc.)","type":"fact","confidence":0.9},{"content":"Signet automatically injects relevant context into agent conversations","type":"fact","confidence":0.9},{"content":"Signet provides explicit memory commands for saving and recalling information","type":"fact","confidence":0.9},{"content":"Signet's core differentiation from competing solutions is its combination of persistent memory, portable agent identity, automatic context injection, and explicit memory management","type":"fact","confidence":0.85}],"entities":[{"source":"Nicholai","relationship":"demonstrated","target":"Signet","confidence":0.95},{"source":"Signet","relationship":"provides","target":"persistent memory","confidence":0.9},{"source":"Signet","relationship":"provides","target":"portable agent identity","confidence":0.9},{"source":"Signet agent identity","relationship":"travels across","target":"multiple AI platforms","confidence":0.9},{"source":"Signet","relationship":"provides","target":"automatic context injection","confidence":0.9},{"source":"Signet","relationship":"provides","target":"explicit memory commands","confidence":0.9},{"source":"Signet","relationship":"differentiates from","target":"competing solutions","confidence":0.85}],"proposals":[{"action":"none","targetMemoryId":"7c55e5be-8102-43a0-a0ba-c0dfda016461","confidence":0.98,"reason":"New fact is already covered by candidate [5], which contains detailed context about the Signet demo to a friend, including what was explained and the purpose of the demo. No new information to add.","fact":{"content":"Nicholai demonstrated Signet to a friend","type":"fact","confidence":0.95},"targetContent":"## Signet Demo & Explanation Nicholai gave a brief demo of Signet to a friend, requesting a high-level explanation of how the system works and what differentiates it from competing solutions. Provided an explanation of Signet's core value proposition: persistent memory and agent identity that travels across AI platforms, automatic context injection, and explicit memory commands."},{"action":"none","confidence":0.85,"reason":"Candidate 5 already captures the core concept: 'persistent memory and agent identity that travels across AI platforms.' The new fact is a simpler restatement of information already documented in memory and CLAUDE.md. Adding it separately would create redundancy without new substantive content.","fact":{"content":"Signet provides persistent memory that persists across sessions and platforms","type":"fact","confidence":0.9}},{"action":"update","targetMemoryId":"1d65c1ff-20da-4715-bcd6-184f2dac9da7","confidence":0.85,"reason":"New fact reinforces and exemplifies the 'portable identity' aspect of the existing candidate. Merging adds concrete platform examples (Claude Code, OpenCode, Cursor) to the technical spec details already captured, creating a more complete picture of Signet's cross-platform capabilities.","fact":{"content":"Signet provides agent identity that travels across different AI platforms (Claude Code, OpenCode, Cursor, etc.)","type":"fact","confidence":0.9},"targetContent":"Signet is an open standard for portable AI agent identity with spec version 0.2.1-draft, auth built on ERC-8128 wallet-based signatures"},{"action":"update","targetMemoryId":"ce329a39-623c-4c2b-a4a1-c08ca2dad43a","confidence":0.85,"reason":"New fact describes the same core Signet mechanism more generally. Candidate [4] is OpenClaw-specific; new fact reveals it's a universal Signet behavior. Merging into broader principle: Signet daemon automatically injects relevant context into all agent conversations by assembling and delivering context based on conversation state.","fact":{"content":"Signet automatically injects relevant context into agent conversations","type":"fact","confidence":0.9},"targetContent":"The Signet daemon is responsible for assembling and delivering context to agents in the OpenClaw/ClawdBot environment"},{"action":"none","confidence":0.95,"reason":"Candidate [1] already explicitly documents the `/remember` and `/recall` slash commands as part of Signet's existing conventions. The new fact provides no additional information beyond what is already captured.","fact":{"content":"Signet provides explicit memory commands for saving and recalling information","type":"fact","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"New fact is already covered by existing memory [1]. The candidate includes all four differentiation points (persistent memory, portable agent identity, automatic context injection, explicit memory commands) and provides additional context about when this was explained. No new information to capture.","fact":{"content":"Signet's core differentiation from competing solutions is its combination of persistent memory, portable agent identity, automatic context injection, and explicit memory management","type":"fact","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 3f595862-4557-4cb1-a684-4701b4834149
memory_id: 0ec0fbf8-ad7a-48e5-8e41-317c74b2855b
job_type: extract
status: completed
leased_at: 2026-02-27T10:00:24.328Z
completed_at: 2026-02-27T10:01:20.931Z
created_at: 2026-02-27T09:59:33.883Z
updated_at: 2026-02-27T10:01:20.931Z
result:
  {"facts":[{"content":"Nicholai requested implementation of a PreToolUse hook to block git commits containing Claude Code's automatic 'Co-Authored-By: Claude' attribution","type":"decision","confidence":0.95},{"content":"The PreToolUse hook is intended to intercept git commit operations and prevent commits with Claude Code's automatic co-author attribution from being created","type":"procedural","confidence":0.9},{"content":"Claude Code automatically adds 'Co-Authored-By: Claude Haiku' attribution to git commits","type":"fact","confidence":0.95},{"content":"A session was conducted to plan and begin implementing the PreToolUse hook for blocking Claude's automatic commit attribution","type":"procedural","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"requested","target":"PreToolUse hook implementation","confidence":0.95},{"source":"PreToolUse hook","relationship":"blocks","target":"git commits with Co-Authored-By attribution","confidence":0.9},{"source":"Claude Code","relationship":"generates","target":"automatic Co-Authored-By attribution","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents this exact decision: Nicholai's request to implement a PreToolUse hook blocking commits with Claude Code's Co-Authored-By attribution. No new information to add or refine.","fact":{"content":"Nicholai requested implementation of a PreToolUse hook to block git commits containing Claude Code's automatic 'Co-Authored-By: Claude' attribution","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact fact: the PreToolUse hook's purpose is to block git commits containing Claude Code's Co-Authored-By attribution. New fact is semantically identical, just slightly different wording.","fact":{"content":"The PreToolUse hook is intended to intercept git commit operations and prevent commits with Claude Code's automatic co-author attribution from being created","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Candidate [4] already documents that Claude Code automatically appends Co-Authored-By attribution. The new fact restates this technical behavior without adding new information beyond what's already captured in existing memories.","fact":{"content":"Claude Code automatically adds 'Co-Authored-By: Claude Haiku' attribution to git commits","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures the identical information: planning and beginning implementation of the PreToolUse hook to block Claude's automatic Co-Authored-By attribution. Candidate [5] documents the next steps. New fact adds no new procedural details or context.","fact":{"content":"A session was conducted to plan and begin implementing the PreToolUse hook for blocking Claude's automatic commit attribution","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 6d9eeb1a-30d1-4845-b5d9-492ccf4c3b75
memory_id: ccda4de4-ef08-4c94-855b-f488c993578a
job_type: extract
status: completed
leased_at: 2026-02-27T10:01:22.932Z
completed_at: 2026-02-27T10:02:11.515Z
created_at: 2026-02-27T09:59:33.901Z
updated_at: 2026-02-27T10:02:11.515Z
result:
  {"facts":[{"content":"A bash script at ~/.claude/hooks/block-coauthor.sh intercepts Bash tool calls before they are executed","type":"procedural","confidence":0.95},{"content":"The block-coauthor.sh hook reads JSON input via stdin to analyze git commands","type":"procedural","confidence":0.95},{"content":"The block-coauthor.sh hook uses jq to extract git commands from the input JSON","type":"procedural","confidence":0.9},{"content":"The block-coauthor.sh hook scans for the case-insensitive regex pattern 'Co-Authored-By:.*Claude' to detect and block Claude co-author attributions","type":"procedural","confidence":0.95}],"entities":[{"source":"block-coauthor.sh hook","relationship":"intercepts","target":"Bash tool calls","confidence":0.95},{"source":"block-coauthor.sh hook","relationship":"reads input from","target":"stdin (JSON format)","confidence":0.95},{"source":"block-coauthor.sh hook","relationship":"uses tool","target":"jq","confidence":0.9},{"source":"block-coauthor.sh hook","relationship":"extracts","target":"git commands","confidence":0.9},{"source":"block-coauthor.sh hook","relationship":"scans for pattern","target":"Co-Authored-By:.*Claude (case-insensitive)","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [3] already documents this hook script at ~/.claude/hooks/block-coauthor.sh with the purpose of intercepting Bash tool calls before execution. The new fact is a summary statement already covered in detail by the existing memory.","fact":{"content":"A bash script at ~/.claude/hooks/block-coauthor.sh intercepts Bash tool calls before they are executed","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already contains this procedural detail: 'The hook reads JSON input via stdin, extracts the git command being run using `jq`'. The new fact is fully covered by existing memory.","fact":{"content":"The block-coauthor.sh hook reads JSON input via stdin to analyze git commands","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already covers this implementation detail: 'The hook reads JSON input via stdin, extracts the git command being run using `jq`'. The new fact adds no new information.","fact":{"content":"The block-coauthor.sh hook uses jq to extract git commands from the input JSON","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the exact same technical detail: the bash script scans for the case-insensitive pattern 'Co-Authored-By:.*Claude'. No new information to add.","fact":{"content":"The block-coauthor.sh hook scans for the case-insensitive regex pattern 'Co-Authored-By:.*Claude' to detect and block Claude co-author attributions","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


