# memory_jobs

id: 5be75074-d1cb-4dd1-bb1a-f5cbeb45d9b0
memory_id: 5f04310f-1ac0-454c-9505-e4f176efc520
job_type: extract
status: completed
leased_at: 2026-02-27T20:57:24.975Z
completed_at: 2026-02-27T20:58:00.982Z
created_at: 2026-02-27T20:49:32.217Z
updated_at: 2026-02-27T20:58:00.982Z
result:
  {"facts":[{"content":"The existing codebase was examined to understand the project layout as a prerequisite for shadcn initialization and component installation","type":"procedural","confidence":0.95},{"content":"shadcn initialization and component installation are the planned next steps after codebase examination","type":"procedural","confidence":0.9}],"entities":[{"source":"codebase_examination","relationship":"prerequisite_to","target":"shadcn_initialization","confidence":0.9},{"source":"codebase_examination","relationship":"prerequisite_to","target":"component_installation","confidence":0.9},{"source":"codebase","relationship":"examined_to_understand","target":"project_layout","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact procedural fact with nearly identical wording. Both describe examining the codebase as a prerequisite for shadcn initialization.","fact":{"content":"The existing codebase was examined to understand the project layout as a prerequisite for shadcn initialization and component installation","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"The new fact is already captured in existing memories. Candidate [4] explicitly states the codebase examination was done 'before proceeding with shadcn initialization and component installation', and candidate [5] notes the baseline understanding was established 'needed to proceed with shadcn setup'. These memories already document that shadcn initialization and component installation are the confirmed next steps after codebase examination.","fact":{"content":"shadcn initialization and component installation are the planned next steps after codebase examination","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: 39e5b47e-2591-4f2b-b6a8-207647646a8a
memory_id: c661d718-35d0-4dac-82ca-46a6cdb85c08
job_type: extract
status: completed
leased_at: 2026-02-27T20:50:59.355Z
completed_at: 2026-02-27T20:52:09.121Z
created_at: 2026-02-27T20:49:32.237Z
updated_at: 2026-02-27T20:52:09.121Z
result:
  {"facts":[{"content":"The project is an Astro module with standard directory structure including src/components, src/layouts, and src/pages","type":"fact","confidence":0.95},{"content":"Tailwind CSS is already integrated into the Astro project","type":"fact","confidence":0.95},{"content":"Tailwind CSS integration provides a foundation for installing shadcn components into the Astro project","type":"rationale","confidence":0.9},{"content":"The goal is to install portfolio-relevant components from the shadcn library into the Astro project","type":"decision","confidence":0.9},{"content":"A session was initiated to set up shadcn but was cut short after establishing baseline understanding needed to proceed with shadcn setup","type":"procedural","confidence":0.85}],"entities":[{"source":"Astro project","relationship":"configured with","target":"Tailwind CSS","confidence":0.95},{"source":"Astro project","relationship":"plans to integrate","target":"shadcn components","confidence":0.9},{"source":"Tailwind CSS","relationship":"provides foundation for","target":"shadcn component installation","confidence":0.9},{"source":"Astro project structure","relationship":"includes directories","target":"src/components, src/layouts, src/pages","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate #5 (c661d718-35d0-4dac-82ca-46a6cdb85c08) already explicitly states this exact fact: 'Project is a clean Astro module with standard structure (src/components, src/layouts, src/pages)'. No new information to capture.","fact":{"content":"The project is an Astro module with standard directory structure including src/components, src/layouts, and src/pages","type":"fact","confidence":0.95}},{"action":"update","targetMemoryId":"8742d43c-07ee-4034-9332-9a43bbe3fc00","confidence":0.88,"reason":"New fact refines the tech stack details for the same Astro/React project. Tailwind CSS integration is a complementary technical detail that enhances the existing memory about the project's architecture and tooling.","fact":{"content":"Tailwind CSS is already integrated into the Astro project","type":"fact","confidence":0.95},"targetContent":"Project is an Astro/React application, likely deployed to Cloudflare based on project context. Session appeared to be in early exploratory phase at conversation truncation point."},{"action":"none","confidence":0.95,"reason":"Candidate [4] (c661d718-35d0-4dac-82ca-46a6cdb85c08) already captures this information with 'Tailwind CSS already integrated, providing a good foundation for shadcn components'. The new fact is redundant and already covered in existing memory.","fact":{"content":"Tailwind CSS integration provides a foundation for installing shadcn components into the Astro project","type":"rationale","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this goal: 'Goal is to install portfolio-relevant components from the shadcn library'. The new fact is redundant with existing memory that explicitly states the portfolio component installation objective.","fact":{"content":"The goal is to install portfolio-relevant components from the shadcn library into the Astro project","type":"decision","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate [5] already captures this exact information with the phrase 'Session was cut short but established baseline understanding needed to proceed with shadcn setup.' The new fact is a generic summary that is fully contained within the existing memory, which provides the specific project context (parth-website, Astro 5.17.1, Tailwind CSS integration).","fact":{"content":"A session was initiated to set up shadcn but was cut short after establishing baseline understanding needed to proceed with shadcn setup","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: c19fda27-8eff-4018-bbe4-0b283b3d192d
memory_id: 3b4784ae-e1cc-4c90-9968-3a1818920169
job_type: extract
status: completed
leased_at: 2026-02-27T20:52:11.123Z
completed_at: 2026-02-27T20:52:35.699Z
created_at: 2026-02-27T20:50:57.486Z
updated_at: 2026-02-27T20:52:35.699Z
result:
  {"facts":[{"content":"Nicholai initiated a brainstorming session to identify the most impactful new feature to add to the Signet project","type":"procedural","confidence":0.95}],"entities":[{"source":"Nicholai","relationship":"initiated","target":"brainstorming session","confidence":0.95},{"source":"brainstorming session","relationship":"focused on","target":"Signet project","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate #5 already captures the brainstorming session objective for Signet - evaluating and prioritizing potential new features based on impact. The new fact is a restatement of the same session.","fact":{"content":"Nicholai initiated a brainstorming session to identify the most impactful new feature to add to the Signet project","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: 4816a8bb-37a3-441a-9de5-ea530d3edbf1
memory_id: acea2800-508c-4337-9368-8a40d40ebaea
job_type: extract
status: completed
leased_at: 2026-02-27T20:52:37.700Z
completed_at: 2026-02-27T20:53:03.604Z
created_at: 2026-02-27T20:50:57.501Z
updated_at: 2026-02-27T20:53:03.604Z
result:
  {"facts":[{"content":"A vision-to-reality gap analysis is a methodology used to inform and guide feature prioritization decisions","type":"semantic","confidence":0.7}],"entities":[{"source":"vision-to-reality gap analysis","relationship":"informs","target":"feature prioritization","confidence":0.75}],"proposals":[{"action":"update","targetMemoryId":"a9c13625-4103-40a9-be78-8b98a638e716","confidence":0.85,"reason":"New fact refines existing procedural memory about the same methodology. Candidate 2 contains the core concept; new fact adds specificity ('and guide' alongside 'inform') and uses 'methodology'. Candidate 3 is contextual/instance-specific, while candidate 2 is the general definition that should be updated.","fact":{"content":"A vision-to-reality gap analysis is a methodology used to inform and guide feature prioritization decisions","type":"semantic","confidence":0.7},"targetContent":"Vision-to-reality gap analysis is a method for informing feature prioritization decisions"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 5944959a-e994-4fb2-b4c7-5c9dbe217574
memory_id: f9fbb0ec-5ce6-4281-9ec6-73332c1cfbbc
job_type: extract
status: completed
leased_at: 2026-02-27T20:53:05.605Z
completed_at: 2026-02-27T20:54:55.709Z
created_at: 2026-02-27T20:50:57.590Z
updated_at: 2026-02-27T20:54:55.709Z
result:
  {"facts":[{"content":"The onboarding skill is undergoing a rewrite that includes major structural changes","type":"decision","confidence":0.95},{"content":"The rewritten onboarding skill adds upfront outline declarations to its structure","type":"fact","confidence":0.95},{"content":"The rewritten onboarding skill includes 6-step progress indicators to guide users through the process","type":"fact","confidence":0.95},{"content":"The rewritten onboarding skill introduces a 'Guiding Voice' section to provide narrative guidance","type":"fact","confidence":0.95},{"content":"The 'Guiding Voice' section in the rewritten onboarding skill replaces the 'Interview Philosophy' section from the original version","type":"decision","confidence":0.95},{"content":"The rewritten onboarding skill includes brief relaxation cues positioned between phases to reduce user fatigue","type":"fact","confidence":0.95}],"entities":[{"source":"onboarding skill","relationship":"includes","target":"upfront outline declarations","confidence":0.95},{"source":"onboarding skill","relationship":"includes","target":"6-step progress indicators","confidence":0.95},{"source":"onboarding skill","relationship":"includes","target":"Guiding Voice section","confidence":0.95},{"source":"Guiding Voice section","relationship":"replaces","target":"Interview Philosophy section","confidence":0.95},{"source":"onboarding skill","relationship":"includes","target":"relaxation cues between phases","confidence":0.95}],"proposals":[{"action":"none","confidence":0.92,"reason":"New fact is a general summary already covered in detail by existing candidates, particularly ID f9fbb0ec-5ce6-4281-9ec6-73332c1cfbbc which documents specific structural changes (outline declarations, 6-step indicators, Guiding Voice section, relaxation cues). No new information or refinement present.","fact":{"content":"The onboarding skill is undergoing a rewrite that includes major structural changes","type":"decision","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [4] (f9fbb0ec-5ce6-4281-9ec6-73332c1cfbbc) already captures this fact as part of a comprehensive memory about the onboarding skill rewrite, explicitly stating 'adding upfront outline declarations' among other structural changes.","fact":{"content":"The rewritten onboarding skill adds upfront outline declarations to its structure","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [4] already contains this exact information: 'The onboarding skill rewrite includes major structural changes—adding upfront outline declarations, 6-step progress indicators...' The new fact is fully covered by the existing memory.","fact":{"content":"The rewritten onboarding skill includes 6-step progress indicators to guide users through the process","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively covers this fact, explicitly stating the onboarding skill rewrite includes 'a \"Guiding Voice\" section to replace \"Interview Philosophy\"' as part of major structural changes. The new fact adds no novel information.","fact":{"content":"The rewritten onboarding skill introduces a 'Guiding Voice' section to provide narrative guidance","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already comprehensively covers this exact detail: it explicitly mentions 'a \"Guiding Voice\" section to replace \"Interview Philosophy\"' as part of the structural rewrite. The new fact is already captured in existing memory.","fact":{"content":"The 'Guiding Voice' section in the rewritten onboarding skill replaces the 'Interview Philosophy' section from the original version","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":["Decision LLM error for fact: claude-code exit 143: "]}


id: 2012e931-fd59-4432-b52e-b8fa21f9ad4e
memory_id: 190b5047-0897-4dd5-b234-ee2e26a870e4
job_type: extract
status: completed
leased_at: 2026-02-27T20:58:02.982Z
completed_at: 2026-02-27T20:59:06.336Z
failed_at: 2026-02-27T20:55:42.740Z
error: LLM extraction failed: claude-code exit 143:
created_at: 2026-02-27T20:50:57.602Z
updated_at: 2026-02-27T20:59:06.336Z
result:
  {"facts":[{"content":"The remember skill will be hidden from users by setting user_invocable to false","type":"decision","confidence":0.95},{"content":"The remember skill is hidden from users to discourage manual saves that distort the automatic importance scoring in Signet's memory system","type":"rationale","confidence":0.9},{"content":"The recall skill includes a disclaimer explaining automatic memory injection at session start and when manual /recall commands are appropriate","type":"decision","confidence":0.95},{"content":"In Signet's memory system, manual saves via the remember skill can distort automatic importance scoring used for memory prioritization","type":"semantic","confidence":0.85}],"entities":[{"source":"remember skill","relationship":"hidden_from","target":"users","confidence":0.95},{"source":"remember skill","relationship":"configured_with","target":"user_invocable: false","confidence":0.95},{"source":"manual memory saves","relationship":"distort","target":"importance scoring","confidence":0.9},{"source":"recall skill","relationship":"includes","target":"disclaimer about automatic memory injection","confidence":0.95},{"source":"recall skill disclaimer","relationship":"explains","target":"when manual /recall is appropriate","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate #5 (190b5047-0897-4dd5-b234-ee2e26a870e4) already captures this exact fact with the same specification (user_invocable: false to hide from users), plus additional context about distorting importance scoring and the recall skill disclaimer. New fact adds no new information.","fact":{"content":"The remember skill will be hidden from users by setting user_invocable to false","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively covered by existing memory ID: 190b5047-0897-4dd5-b234-ee2e26a870e4, which explicitly states the remember skill is hidden (user_invocable: false) to discourage manual saves that distort importance scoring. No new information or nuance to add.","fact":{"content":"The remember skill is hidden from users to discourage manual saves that distort the automatic importance scoring in Signet's memory system","type":"rationale","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Existing memory [5] already captures this fact: 'The recall skill gains a disclaimer explaining automatic injection at session start and when manual /recall is appropriate.' The new fact restates the same information with no additional details.","fact":{"content":"The recall skill includes a disclaimer explaining automatic memory injection at session start and when manual /recall commands are appropriate","type":"decision","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"Candidate 3 (f1fded13-e680-4854-860e-1d69414ed85d) already captures this exact fact: 'Manual saves to the remember skill distort the automatic importance scoring system that determines which facts are prioritized and injected into sessions.' The new fact adds no new information beyond what's already stored.","fact":{"content":"In Signet's memory system, manual saves via the remember skill can distort automatic importance scoring used for memory prioritization","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: 13603100-07b6-408c-9888-fb3cc4f294c0
memory_id: e58f3aa5-6564-4000-b9ec-ca4a383ca818
job_type: extract
status: completed
leased_at: 2026-02-27T20:55:44.940Z
completed_at: 2026-02-27T20:57:22.973Z
created_at: 2026-02-27T20:50:57.613Z
updated_at: 2026-02-27T20:57:22.973Z
result:
  {"facts":[{"content":"The /onboarding skill verification process includes build confirmation as a test component","type":"procedural","confidence":0.85},{"content":"The /onboarding skill verification process includes skill sync validation as a test component","type":"procedural","confidence":0.85},{"content":"The /onboarding skill verification process includes testing via /onboarding invocation as a test component","type":"procedural","confidence":0.85},{"content":"The /onboarding skill verification ensures that no prompt injection warnings are triggered during invocation","type":"procedural","confidence":0.85},{"content":"The /onboarding skill verification validates that outline rendering is performed correctly","type":"procedural","confidence":0.85},{"content":"The /onboarding skill verification validates timezone removal functionality","type":"procedural","confidence":0.85}],"entities":[{"source":"/onboarding verification","relationship":"includes","target":"build confirmation","confidence":0.85},{"source":"/onboarding verification","relationship":"includes","target":"skill sync validation","confidence":0.85},{"source":"/onboarding verification","relationship":"includes","target":"invocation testing","confidence":0.85},{"source":"/onboarding verification","relationship":"ensures_absence_of","target":"prompt injection warnings","confidence":0.85},{"source":"/onboarding verification","relationship":"validates","target":"outline rendering","confidence":0.85},{"source":"/onboarding verification","relationship":"validates","target":"timezone removal","confidence":0.85}],"proposals":[{"action":"none","confidence":0.9,"reason":"Candidate [5] already comprehensively covers this information, explicitly stating 'Verification includes build confirmation' as part of the verification process. The new fact adds no novel information beyond what's already documented.","fact":{"content":"The /onboarding skill verification process includes build confirmation as a test component","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.9,"reason":"Candidate [5] already comprehensively covers this fact, explicitly stating 'Verification includes build confirmation, skill sync validation, and testing via /onboarding invocation...'. The new fact does not add information beyond what is already captured.","fact":{"content":"The /onboarding skill verification process includes skill sync validation as a test component","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.9,"reason":"Candidate [5] already explicitly states 'testing via /onboarding invocation' as part of verification, with additional specifics about what the testing checks (prompt injection warnings, outline rendering, timezone removal). New fact is subsumed by existing, more detailed memory.","fact":{"content":"The /onboarding skill verification process includes testing via /onboarding invocation as a test component","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.9,"reason":"New fact is already covered by candidate [5], which explicitly states 'testing via /onboarding invocation to ensure no prompt injection warnings.' Candidate [2] also mentions prompt injection warning testing as part of verification. No new information to capture.","fact":{"content":"The /onboarding skill verification ensures that no prompt injection warnings are triggered during invocation","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by existing candidates, particularly [5] which explicitly states 'Verification includes...testing via /onboarding invocation to ensure...proper outline rendering' and [3] which directly addresses outline rendering verification.","fact":{"content":"The /onboarding skill verification validates that outline rendering is performed correctly","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by candidates [1] and [5], both of which explicitly document timezone removal as part of onboarding skill verification. No new information to add.","fact":{"content":"The /onboarding skill verification validates timezone removal functionality","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: 6c07a5a6-11f6-4eb6-93f9-00413447972d
memory_id: ad00eadb-008c-4db4-b09e-995a84d71cf6
job_type: extract
status: completed
leased_at: 2026-02-27T20:59:08.338Z
completed_at: 2026-02-27T20:59:49.854Z
created_at: 2026-02-27T20:50:57.669Z
updated_at: 2026-02-27T20:59:49.854Z
result:
  {"facts":[{"content":"PipelineV2Config is currently implemented as a flat type structure and is planned to be refactored into a nested structure with semantic sub-objects","type":"decision","confidence":0.85},{"content":"The PipelineV2Config refactoring plan aims to organize configuration properties into semantically meaningful sub-objects rather than maintaining the current flat structure","type":"procedural","confidence":0.8}],"entities":[{"source":"PipelineV2Config","relationship":"is_being_refactored_to","target":"nested structure with semantic sub-objects","confidence":0.85},{"source":"flat structure","relationship":"will_be_replaced_by","target":"nested structure with semantic sub-objects","confidence":0.8}],"proposals":[{"action":"update","targetMemoryId":"ad00eadb-008c-4db4-b09e-995a84d71cf6","confidence":0.9,"reason":"New fact directly refines candidate 4 - both describe the same PipelineV2Config refactoring decision (flat → nested structure). Merging into a single, concise memory eliminates duplication.","fact":{"content":"PipelineV2Config is currently implemented as a flat type structure and is planned to be refactored into a nested structure with semantic sub-objects","type":"decision","confidence":0.85},"targetContent":"## Plan Review: PipelineV2Config Restructuring Session began with a detailed plan to refactor the flat PipelineV2Config type into a nested structure with semantic sub-objects."},{"action":"none","confidence":0.9,"reason":"Candidate [5] already captures the core idea: refactoring flat PipelineV2Config into a nested structure with semantic sub-objects. The new procedural fact is covered by this existing memory.","fact":{"content":"The PipelineV2Config refactoring plan aims to organize configuration properties into semantically meaningful sub-objects rather than maintaining the current flat structure","type":"procedural","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: c00a0977-2a5d-48e9-9468-1371c31300d3
memory_id: 307af3c0-2473-41a6-b3e8-595284bf516a
job_type: extract
status: completed
leased_at: 2026-02-27T20:59:51.856Z
completed_at: 2026-02-27T21:01:35.172Z
created_at: 2026-02-27T20:50:57.818Z
updated_at: 2026-02-27T21:01:35.172Z
result:
  {"facts":[{"content":"The onboarding overhaul restructures five files across the template and skills system","type":"decision","confidence":0.95},{"content":"The onboarding system currently has missing step indicators that are being added as part of the structural fixes","type":"fact","confidence":0.95},{"content":"The onboarding system currently lacks an outline that is being added as part of the structural overhaul","type":"fact","confidence":0.95},{"content":"The onboarding overhaul adds persona guidance to clarify agent identity and behavior expectations","type":"decision","confidence":0.9},{"content":"Timezone redundancy is being eliminated from the onboarding system as part of the restructuring","type":"decision","confidence":0.9},{"content":"Manual memory save commands (/remember and /recall) need clarification regarding their relationship to and integration with the automatic memory pipeline","type":"procedural","confidence":0.9}],"entities":[{"source":"onboarding overhaul","relationship":"restructures","target":"five files in template and skills system","confidence":0.95},{"source":"onboarding system","relationship":"currently has","target":"missing step indicators","confidence":0.95},{"source":"onboarding system","relationship":"currently lacks","target":"outline","confidence":0.95},{"source":"onboarding overhaul","relationship":"adds","target":"persona guidance","confidence":0.9},{"source":"onboarding system","relationship":"eliminates","target":"timezone redundancy","confidence":0.9},{"source":"manual memory saves (/remember, /recall)","relationship":"requires clarification with","target":"automatic memory pipeline","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [1] is an exact duplicate. Candidate [5] contains this information as part of a more comprehensive issue/decision record that includes the purpose and scope. Fact is already adequately covered.","fact":{"content":"The onboarding overhaul restructures five files across the template and skills system","type":"decision","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Existing memory [5] already comprehensively covers this: it states that 'missing step indicators' are part of the structural issues being addressed through the restructuring of five files. The new fact restates the same information without adding new details.","fact":{"content":"The onboarding system currently has missing step indicators that are being added as part of the structural fixes","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already well-covered by existing memories. Candidate [4] explicitly states 'adding upfront outline declarations' as part of the rewrite, and candidate [5] identifies 'no outline' as one of the structural issues being fixed. The new fact adds no new information beyond what's already captured.","fact":{"content":"The onboarding system currently lacks an outline that is being added as part of the structural overhaul","type":"fact","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"Candidate [4] already explicitly mentions that the onboarding overhaul adds persona guidance as part of its restructuring scope. The new fact restates the same element with higher specificity but no new information that would change or refine the existing memory.","fact":{"content":"The onboarding overhaul adds persona guidance to clarify agent identity and behavior expectations","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"The timezone redundancy elimination is already explicitly mentioned in candidate [5] as one of the key improvements in the onboarding overhaul. That memory provides more comprehensive context (structural issues, outline additions, persona guidance, and the memory pipeline clarification) so no new storage is needed.","fact":{"content":"Timezone redundancy is being eliminated from the onboarding system as part of the restructuring","type":"decision","confidence":0.9}},{"action":"none","confidence":0.85,"reason":"The relationship between manual and automatic memory pipelines is already well-documented across existing memories. [3] captures the decision that clarification happens via onboarding overhaul, [5] specifies implementation details (/remember hidden, /recall disclaimer), and [2] describes the technical architecture. The new fact restates the clarification need but doesn't add new substantive information beyond what's already captured.","fact":{"content":"Manual memory save commands (/remember and /recall) need clarification regarding their relationship to and integration with the automatic memory pipeline","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: a7db9632-fa3a-4074-ac78-83adb45f8ddc
memory_id: 9927f50f-a2a2-49a5-b48b-176d6ba87620
job_type: extract
status: completed
leased_at: 2026-02-27T21:01:37.173Z
completed_at: 2026-02-27T21:02:15.917Z
created_at: 2026-02-27T20:50:58.068Z
updated_at: 2026-02-27T21:02:15.917Z
result:
  {"facts":[{"content":"The backtest handler should be updated to use the shared historical_store instead of opening a new database connection for each request","type":"decision","confidence":0.95},{"content":"Using a shared historical_store instead of per-request connections reduces connection overhead and improves resource efficiency","type":"rationale","confidence":0.75}],"entities":[{"source":"backtest handler","relationship":"should_use","target":"shared historical_store","confidence":0.95},{"source":"shared historical_store","relationship":"replaces","target":"per-request new connection pattern","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact decision: 'Update backtest handler to use the shared historical_store instead of opening a new connection per request'. The new fact is a duplicate with identical content and intent. Supporting context exists in candidates [4] (problem state) and [3] (rationale).","fact":{"content":"The backtest handler should be updated to use the shared historical_store instead of opening a new database connection for each request","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] (ID: 8d54690a) already captures this exact rationale: 'Using a shared historical_store instead of per-request connections improves resource efficiency and reduces connection overhead in the backtest handler'. The new fact is semantically identical, just slightly more general (lacks the 'in the backtest handler' specificity). No new information to store.","fact":{"content":"Using a shared historical_store instead of per-request connections reduces connection overhead and improves resource efficiency","type":"rationale","confidence":0.75}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: c8d38f52-2b5e-4362-a6ca-d8939ed9d1f6
memory_id: 8fd073c4-f3dd-4690-8008-8da46a3e2e3f
job_type: extract
status: completed
leased_at: 2026-02-27T21:04:02.513Z
completed_at: 2026-02-27T21:05:00.736Z
created_at: 2026-02-27T21:04:01.127Z
updated_at: 2026-02-27T21:05:00.736Z
result:
  {"facts":[{"content":"A frontend design exploration session was initiated for the OpenMarketUI website with the goal of building out and beautifying the design","type":"decision","confidence":0.95},{"content":"The frontend-design skill was invoked to guide the OpenMarketUI website design work","type":"procedural","confidence":0.95},{"content":"The Glob tool was used to explore the project structure and understand the current state of the /web/ directory","type":"procedural","confidence":0.95},{"content":"The /web/ directory contains the OpenMarketUI website codebase that was being assessed for design improvements","type":"fact","confidence":0.9}],"entities":[{"source":"frontend design session","relationship":"invoked","target":"frontend-design skill","confidence":0.95},{"source":"assistant","relationship":"used","target":"Glob tool","confidence":0.95},{"source":"assistant","relationship":"explored","target":"/web/ directory","confidence":0.95},{"source":"frontend design session","relationship":"targets","target":"OpenMarketUI website","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate 4 (ID: 8fd073c4-f3dd-4690-8008-8da46a3e2e3f) already captures the exact same fact: OpenMarketUI frontend design exploration session initiated with frontend-design skill to build out and beautify the website. Candidate 5 provides additional procedural context about the session scope. New fact is redundant.","fact":{"content":"A frontend design exploration session was initiated for the OpenMarketUI website with the goal of building out and beautifying the design","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 5 already documents the frontend-design skill invocation for OpenMarketUI website work with more detail (project exploration, beautification goals). New fact is redundant.","fact":{"content":"The frontend-design skill was invoked to guide the OpenMarketUI website design work","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 5 (8fd073c4-f3dd-4690-8008-8da46a3e2e3f) already captures this exact information: 'The assistant began by exploring the project structure using Glob to understand the current state of the `/web/` directory.' The new fact is subsumed by the existing, more comprehensive memory.","fact":{"content":"The Glob tool was used to explore the project structure and understand the current state of the /web/ directory","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already well-covered by existing candidate [5] (OpenMarketUI Frontend Design Exploration Session) and partially by [4] (/web/ Astro landing page). The new fact adds no meaningful new information.","fact":{"content":"The /web/ directory contains the OpenMarketUI website codebase that was being assessed for design improvements","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: 39dfa40c-6f31-49ff-a309-84ddbee9d9c8
memory_id: ebccc6ee-b727-40ab-aaa8-06227eb11865
job_type: extract
status: completed
leased_at: 2026-02-27T21:05:02.737Z
completed_at: 2026-02-27T21:05:51.502Z
created_at: 2026-02-27T21:04:01.142Z
updated_at: 2026-02-27T21:05:51.502Z
result:
  {"facts":[{"content":"The session objective was to create a distinctive, production-grade frontend interface with a clear aesthetic direction","type":"decision","confidence":0.95},{"content":"No implementation work was completed during the session","type":"fact","confidence":0.95},{"content":"Initial codebase exploration was the only work performed during the session","type":"procedural","confidence":0.95}],"entities":[{"source":"session","relationship":"objective","target":"create distinctive, production-grade frontend interface","confidence":0.95},{"source":"session","relationship":"performed","target":"codebase exploration","confidence":0.95},{"source":"session","relationship":"did not perform","target":"implementation work","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains this exact objective statement ('The session was initiated with the goal of creating a distinctive, production-grade frontend interface with a clear aesthetic direction') with additional context about implementation status. The new fact is fully covered by existing memory.","fact":{"content":"The session objective was to create a distinctive, production-grade frontend interface with a clear aesthetic direction","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by existing candidates, particularly [3] which states 'No implementation changes were made during this session.' Multiple candidates (1, 3, 4, 5) express the same core fact with minor contextual variations. No new information is added.","fact":{"content":"No implementation work was completed during the session","type":"fact","confidence":0.95}},{"action":"update","targetMemoryId":"1f0e0bbe-8102-4d61-8cd2-56fdcbd42969","confidence":0.9,"reason":"New fact clarifies session scope: exploration was the only work completed. Existing candidate 2 already covers the initialization and exploration launch; this update adds explicit completion status (exploration-only, no other work).","fact":{"content":"Initial codebase exploration was the only work performed during the session","type":"procedural","confidence":0.95},"targetContent":"## Session Overview This was a brief initialization session where the user greeted and requested a codebase review of the Signetai project. The session attempted to launch an Explore agent to perform a comprehensive review of the project structure, recent commits, and code quality."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 8a55b504-73a9-4b58-81de-671e43387d50
memory_id: a118cc1e-e253-43da-a6ef-8f1bd4923448
job_type: extract
status: completed
leased_at: 2026-02-27T21:05:53.504Z
completed_at: 2026-02-27T21:07:10.766Z
created_at: 2026-02-27T21:04:01.161Z
updated_at: 2026-02-27T21:07:10.766Z
result:
  {"facts":[{"content":"The Astro website redesign work involves analyzing the current Astro setup and component architecture as foundational steps","type":"procedural","confidence":0.95},{"content":"The redesign work includes establishing a bold aesthetic direction that encompasses typography, color, motion, and spatial composition","type":"procedural","confidence":0.95},{"content":"The design implementation should be visually striking and cohesive with intentional creative choices","type":"decision","confidence":0.9},{"content":"Generic 'AI slop' aesthetics are intentionally rejected in the project in favor of designs with distinctive character and personality","type":"decision","confidence":0.9},{"content":"The design approach prioritizes avoiding soulless or generic outputs by making bold, intentional creative choices rather than relying on default or algorithmic aesthetics","type":"rationale","confidence":0.85}],"entities":[{"source":"Astro website redesign","relationship":"requires analysis of","target":"current Astro setup","confidence":0.95},{"source":"Astro website redesign","relationship":"requires analysis of","target":"component architecture","confidence":0.95},{"source":"aesthetic direction","relationship":"encompasses","target":"typography","confidence":0.9},{"source":"aesthetic direction","relationship":"encompasses","target":"color","confidence":0.9},{"source":"aesthetic direction","relationship":"encompasses","target":"motion","confidence":0.9},{"source":"aesthetic direction","relationship":"encompasses","target":"spatial composition","confidence":0.9},{"source":"design approach","relationship":"rejects","target":"generic AI slop aesthetics","confidence":0.9},{"source":"design approach","relationship":"prioritizes","target":"distinctive character","confidence":0.9}],"proposals":[{"action":"none","confidence":0.85,"reason":"This procedural fact is already well-covered by existing candidates #3 (context-first rationale) and #4 (exploration of site architecture, tech stack, and design aesthetic as foundational steps before implementation). The new fact describes the same methodological approach without adding substantive new information.","fact":{"content":"The Astro website redesign work involves analyzing the current Astro setup and component architecture as foundational steps","type":"procedural","confidence":0.95}},{"action":"update","targetMemoryId":"a118cc1e-e253-43da-a6ef-8f1bd4923448","confidence":0.92,"reason":"New fact confirms and activates the 'establishing a bold aesthetic direction' work previously listed as a next step in candidate [5]. Update should reflect this as current/active work rather than future planning.","fact":{"content":"The redesign work includes establishing a bold aesthetic direction that encompasses typography, color, motion, and spatial composition","type":"procedural","confidence":0.95},"targetContent":"## Next Steps After understanding the existing structure, the work would involve: - Analyzing current Astro setup and component architecture - Establishing a bold aesthetic direction (typography, color, motion, spatial composition) - Implementing visually striking, cohesive design with intentional creative choices - Avoiding generic \"AI slop\" aesthetics in favor of distinctive character"},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate 5 (a118cc1e-e253-43da-a6ef-8f1bd4923448), which explicitly includes 'Implementing visually striking, cohesive design with intentional creative choices' as a stated next step in the design workflow. The new fact reiterates an already-documented design principle without adding new information.","fact":{"content":"The design implementation should be visually striking and cohesive with intentional creative choices","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly states 'Avoiding generic \"AI slop\" aesthetics in favor of distinctive character' as a core principle. Candidate [2] also captures the same concept. The new fact is a restatement of an existing, well-documented design principle.","fact":{"content":"Generic 'AI slop' aesthetics are intentionally rejected in the project in favor of designs with distinctive character and personality","type":"decision","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate [5] already comprehensively captures this design principle with specific details (bold aesthetic direction, avoiding AI slop, intentional creative choices). The new fact restates the same core rationale at a higher level of abstraction.","fact":{"content":"The design approach prioritizes avoiding soulless or generic outputs by making bold, intentional creative choices rather than relying on default or algorithmic aesthetics","type":"rationale","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: 90a3cac2-647b-4dac-932b-ee9b25c67efd
memory_id: e55f99ff-10c9-4b8c-88ca-007f71dc478e
job_type: extract
status: completed
leased_at: 2026-02-27T21:20:57.095Z
completed_at: 2026-02-27T21:21:43.174Z
created_at: 2026-02-27T21:20:56.860Z
updated_at: 2026-02-27T21:21:43.174Z
result:
  {"facts":[{"content":"The signetai monorepo's release pipeline contains a race condition that causes version desynchronization when pull requests merge concurrently","type":"fact","confidence":0.9},{"content":"Pull requests #33 and #34 were merged simultaneously into the signetai monorepo, triggering concurrent Release workflow executions","type":"fact","confidence":0.95},{"content":"A fix session was initiated to resolve the CI/CD race condition in the signetai monorepo's release pipeline and prevent version desynchronization","type":"decision","confidence":0.95}],"entities":[{"source":"signetai monorepo","relationship":"contains","target":"release pipeline race condition","confidence":0.9},{"source":"PR #33","relationship":"merged_simultaneously_with","target":"PR #34","confidence":0.95},{"source":"concurrent Release workflows","relationship":"triggered_by","target":"simultaneous PR merges","confidence":0.9},{"source":"release pipeline race condition","relationship":"causes","target":"version desynchronization","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing memories [4] and [5] already comprehensively cover this race condition. Candidate [4] identifies the exact problem (concurrent PRs #33/#34 triggering simultaneous Release workflows), and candidate [5] details the solution being implemented (concurrency controls, git rebase, version existence checks). The new fact restates the problem at a higher level of abstraction than what's already documented.","fact":{"content":"The signetai monorepo's release pipeline contains a race condition that causes version desynchronization when pull requests merge concurrently","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Existing candidate [5] already captures this fact: it documents the simultaneous merge of PRs #33 and #34 in signetai triggering concurrent Release workflows. The new fact is redundant with what's already stored.","fact":{"content":"Pull requests #33 and #34 were merged simultaneously into the signetai monorepo, triggering concurrent Release workflow executions","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate [5] already captures the CI/CD race condition fix session for the signetai release pipeline. New fact restates the same decision/issue without introducing additional details that would warrant an update.","fact":{"content":"A fix session was initiated to resolve the CI/CD race condition in the signetai monorepo's release pipeline and prevent version desynchronization","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: c631db00-741c-47e7-9d96-eb4107590f42
memory_id: a8cfd925-6ce8-461f-9168-23f83bf76d22
job_type: extract
status: completed
leased_at: 2026-02-27T21:21:45.175Z
completed_at: 2026-02-27T21:22:39.642Z
created_at: 2026-02-27T21:20:56.872Z
updated_at: 2026-02-27T21:22:39.642Z
result:
  {"facts":[{"content":"signetai@0.8.3 was published to npm registry","type":"fact","confidence":0.95},{"content":"The version bump from 0.8.1 to 0.8.3 was not pushed back to the main branch after npm publication","type":"fact","confidence":0.95},{"content":"A second attempt to publish signetai failed with HTTP 403 error because version 0.8.3 already exists in npm registry","type":"fact","confidence":0.95},{"content":"npm registry and main branch are out of sync: npm shows signetai@0.8.3 while main branch contains signetai@0.8.1","type":"fact","confidence":0.95}],"entities":[{"source":"npm registry","relationship":"contains","target":"signetai@0.8.3","confidence":0.95},{"source":"main branch","relationship":"contains","target":"signetai@0.8.1","confidence":0.95},{"source":"npm registry","relationship":"out_of_sync_with","target":"main branch","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents that signetai@0.8.3 was published to npm, with additional context about the failed version bump and 403 error. The new fact is a simpler restatement of information already captured in the existing memory.","fact":{"content":"signetai@0.8.3 was published to npm registry","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate #2 (a8cfd925-6ce8-461f-9168-23f83bf76d22) already captures this exact issue: version 0.8.3 published to npm but version bump not pushed back to main, leaving main at 0.8.1. New fact is redundant with existing memory.","fact":{"content":"The version bump from 0.8.1 to 0.8.3 was not pushed back to the main branch after npm publication","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate #5 already comprehensively covers this information: it documents the first attempt publishing 0.8.3, the second attempt failing with 403 (version already exists), and the resulting mismatch between npm registry (0.8.3) and main branch (0.8.1). The new fact provides no additional context beyond what's already captured.","fact":{"content":"A second attempt to publish signetai failed with HTTP 403 error because version 0.8.3 already exists in npm registry","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already documents this exact version sync issue: npm registry at 0.8.3 while main branch at 0.8.1, with the root cause (failed version bump push and subsequent 403 error). New fact restates existing memory without adding new information.","fact":{"content":"npm registry and main branch are out of sync: npm shows signetai@0.8.3 while main branch contains signetai@0.8.1","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: 9f42ec95-85f2-4ad7-b38d-031e32b8e749
memory_id: 308d16c2-4d59-483d-a8d6-c254fd68a529
job_type: extract
status: completed
leased_at: 2026-02-27T21:22:41.662Z
completed_at: 2026-02-27T21:24:41.621Z
created_at: 2026-02-27T21:20:56.884Z
updated_at: 2026-02-27T21:24:41.621Z
result:
  {"facts":[{"content":"The release version for this implementation is 0.8.3","type":"fact","confidence":0.95},{"content":"All package.json files in the monorepo must be manually bumped to version 0.8.3 as part of the release process","type":"procedural","confidence":0.95},{"content":"The release commit must use the message 'chore: release 0.8.3' to match the GitHub Actions workflow skip filter","type":"decision","confidence":0.9},{"content":"The commit message format 'chore: release 0.8.3' was chosen because it matches the workflow skip filter that prevents triggering unnecessary CI/CD pipelines on release commits","type":"rationale","confidence":0.85},{"content":"A git tag named 'v0.8.3' must be created and pushed to the repository as part of the version synchronization process","type":"procedural","confidence":0.95},{"content":"GitHub Release existence must be verified after creating and pushing the git tag v0.8.3","type":"procedural","confidence":0.9},{"content":"The implementation plan is divided into two parts, with Part 1 covering version synchronization tasks","type":"fact","confidence":0.9},{"content":"Latest commits must be pulled before beginning the manual version bump and release process","type":"procedural","confidence":0.9}],"entities":[{"source":"package.json files","relationship":"bumped-to","target":"version 0.8.3","confidence":0.95},{"source":"commit message","relationship":"matches","target":"workflow skip filter","confidence":0.9},{"source":"git tag","relationship":"created-as","target":"v0.8.3","confidence":0.95},{"source":"implementation plan","relationship":"has-part","target":"Part 1 - Version Synchronization","confidence":0.9},{"source":"version 0.8.3","relationship":"associated-with","target":"release process","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the implementation plan which explicitly includes bumping to version 0.8.3 as part of Part 1 — Version Synchronization. The new fact simply reiterates what is already captured in the existing procedural memory.","fact":{"content":"The release version for this implementation is 0.8.3","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] (ID: 308d16c2-4d59-483d-a8d6-c254fd68a529) already explicitly documents this procedural step as part of the 0.8.3 release implementation plan: 'manually bump all package.json files to 0.8.3'. The new fact is a general restatement of this specific documented procedure and adds no new information beyond what's already recorded.","fact":{"content":"All package.json files in the monorepo must be manually bumped to version 0.8.3 as part of the release process","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 5 (ID: 308d16c2-4d59-483d-a8d6-c254fd68a529) already contains this exact requirement: 'commit with message \"chore: release 0.8.3\" to match workflow skip filter'. The new fact is fully covered by existing memory.","fact":{"content":"The release commit must use the message 'chore: release 0.8.3' to match the GitHub Actions workflow skip filter","type":"decision","confidence":0.9}},{"action":"update","targetMemoryId":"308d16c2-4d59-483d-a8d6-c254fd68a529","confidence":0.85,"reason":"New fact provides the rationale behind the commit message format already mentioned in candidate [5]. Merging adds the purpose (preventing unnecessary CI/CD pipeline triggers) to make the decision reasoning complete and self-contained.","fact":{"content":"The commit message format 'chore: release 0.8.3' was chosen because it matches the workflow skip filter that prevents triggering unnecessary CI/CD pipelines on release commits","type":"rationale","confidence":0.85},"targetContent":"Implementation plan covers two parts: **Part 1 — Version Synchronization**: Pull latest commits, manually bump all package.json files to 0.8.3, commit with message \"chore: release 0.8.3\" to match workflow skip filter, create and push git tag v0.8.3, verify GitHub Release exists."},{"action":"none","confidence":0.95,"reason":"Candidate [4] (ID: 308d16c2-4d59-483d-a8d6-c254fd68a529) already explicitly captures this requirement: 'create and push git tag v0.8.3' as part of the Part 1 Version Synchronization implementation plan. The new fact is redundant.","fact":{"content":"A git tag named 'v0.8.3' must be created and pushed to the repository as part of the version synchronization process","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"Candidate [3] already includes 'verify GitHub Release exists' as part of the implementation plan for v0.8.3 release. The new fact restates this same requirement with slightly more procedural emphasis but doesn't add new information beyond what's already captured.","fact":{"content":"GitHub Release existence must be verified after creating and pushing the git tag v0.8.3","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"New fact describes the overall structure of an implementation plan (two parts, Part 1 for version sync). Existing candidates reference specific implementation plan steps or workflows but don't capture this structural breakdown. No existing memory directly covers the plan's division into parts.","fact":{"content":"The implementation plan is divided into two parts, with Part 1 covering version synchronization tasks","type":"fact","confidence":0.9}},{"action":"update","targetMemoryId":"0302241a-a6ca-40fc-93c7-5dd7c9404417","confidence":0.85,"reason":"New fact is the procedural solution to the problem described in candidate #3. After CI pushes to main, the local repo falls behind. The new fact captures the required manual step (pull before version bump) that follows this scenario. These should be merged into a complete context: problem + procedure.","fact":{"content":"Latest commits must be pulled before beginning the manual version bump and release process","type":"procedural","confidence":0.9},"targetContent":"## Post-Push Auto-Pull Hook Implementation The session began with a plan to eliminate manual `git pull` after pushing to main. The GitHub Actions `release.yml` workflow automatically bumps versions, generates changelogs, and pushes back, leaving the local repo 1 commit behind."}],"writeMode":"phase-c","writeStats":{"added":1,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: bf241cf9-c0ae-4e86-8a6c-3deddee3eeb6
memory_id: 40d6e0c8-642d-4f75-9691-61c7c64163a8
job_type: extract
status: completed
leased_at: 2026-02-27T21:24:43.623Z
completed_at: 2026-02-27T21:25:31.564Z
created_at: 2026-02-27T21:20:56.896Z
updated_at: 2026-02-27T21:25:31.564Z
result:
  {"facts":[{"content":"The release.yml GitHub Actions workflow should implement concurrency controls using group 'release-pipeline' with cancel-in-progress: true to prevent concurrent release executions","type":"procedural","confidence":0.9},{"content":"A 'git pull --rebase' step should be added to release.yml before the npm publish step to synchronize with upstream changes before pushing","type":"procedural","confidence":0.9},{"content":"A version existence check should be implemented before npm publish in release.yml to prevent re-publishing already-released versions","type":"procedural","confidence":0.9}],"entities":[{"source":"release.yml","relationship":"implements","target":"concurrency controls (group: release-pipeline, cancel-in-progress: true)","confidence":0.9},{"source":"release.yml","relationship":"includes-step","target":"git pull --rebase","confidence":0.9},{"source":"release.yml","relationship":"includes-check","target":"version existence check","confidence":0.9},{"source":"version existence check","relationship":"prevents","target":"re-publishing already-released versions","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly documents this exact solution: 'Add concurrency controls to release.yml (group: release-pipeline with cancel-in-progress: true)' as part of the Workflow Hardening section. New fact is a duplicate of existing memory.","fact":{"content":"The release.yml GitHub Actions workflow should implement concurrency controls using group 'release-pipeline' with cancel-in-progress: true to prevent concurrent release executions","type":"procedural","confidence":0.9}},{"action":"update","targetMemoryId":"40d6e0c8-642d-4f75-9691-61c7c64163a8","confidence":0.85,"reason":"New fact refines the placement of git pull --rebase to occur specifically before npm publish (not before push step). This provides a more precise location in the workflow sequence and represents implementation clarification of the same hardening work already documented in the candidate.","fact":{"content":"A 'git pull --rebase' step should be added to release.yml before the npm publish step to synchronize with upstream changes before pushing","type":"procedural","confidence":0.9},"targetContent":"**Part 2 — Workflow Hardening**: Add concurrency controls to release.yml (group: release-pipeline with cancel-in-progress: true), add git pull --rebase before push step, implement version existence check before npm publish to prevent re-publishing already-released versions."},{"action":"none","confidence":0.95,"reason":"This procedural fact is already covered in candidate [5] (ID: 40d6e0c8...), which explicitly documents 'implement version existence check before npm publish to prevent re-publishing already-released versions' as part of the workflow hardening initiative.","fact":{"content":"A version existence check should be implemented before npm publish in release.yml to prevent re-publishing already-released versions","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: f4581721-975e-480a-837e-5b7eb2fbf997
memory_id: 8a08a460-a07a-45ff-97b2-b7afc54e16ea
job_type: extract
status: completed
leased_at: 2026-02-27T22:35:45.369Z
completed_at: 2026-02-27T22:36:26.054Z
created_at: 2026-02-27T22:35:44.903Z
updated_at: 2026-02-27T22:36:26.054Z
result:
  {"facts":[{"content":"A 5-step research automation chain is being designed for a freelance client project","type":"procedural","confidence":0.95},{"content":"The design effort includes planning and architecture sessions","type":"procedural","confidence":0.9}],"entities":[{"source":"research automation chain","relationship":"composed_of","target":"5 steps","confidence":0.95},{"source":"freelance client project","relationship":"requires","target":"research automation chain","confidence":0.85},{"source":"planning session","relationship":"focuses_on","target":"research automation chain design","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by existing memories. Candidate 2 directly describes the 5-step research automation chain for a freelance client project, with detailed architecture in candidates 3-5 covering input/output, flow, and implementation status.","fact":{"content":"A 5-step research automation chain is being designed for a freelance client project","type":"procedural","confidence":0.95}},{"action":"delete","targetMemoryId":"e9157154-e3be-4d4d-b462-4959bdcbd1a0","confidence":0.85,"reason":"New fact states design effort includes planning and architecture sessions, directly contradicting the existing memory that no architectural decisions were made","fact":{"content":"The design effort includes planning and architecture sessions","type":"procedural","confidence":0.9},"targetContent":"No architectural decisions 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: 49cc70ec-48d2-44cf-9c4d-648e4f064358
memory_id: 31f49206-011d-47c5-98a4-1a7dc0ad2ab9
job_type: extract
status: completed
leased_at: 2026-02-27T22:36:28.069Z
completed_at: 2026-02-27T22:37:51.292Z
created_at: 2026-02-27T22:35:44.918Z
updated_at: 2026-02-27T22:37:51.292Z
result:
  {"facts":[{"content":"The chain accepts a biological mechanism and ingredient list as input parameters","type":"procedural","confidence":0.95},{"content":"The chain executes sequential research prompts to process its inputs","type":"procedural","confidence":0.95},{"content":"The chain uses MCP-based search as its research mechanism","type":"fact","confidence":0.95},{"content":"The MCP-based search integration includes PubMed for biomedical literature queries","type":"fact","confidence":0.95},{"content":"The MCP-based search integration includes Brave Search for general web search","type":"fact","confidence":0.95},{"content":"The chain produces a formatted markdown evidence report as its final output","type":"procedural","confidence":0.95}],"entities":[{"source":"chain","relationship":"accepts as input","target":"biological mechanism","confidence":0.95},{"source":"chain","relationship":"accepts as input","target":"ingredient list","confidence":0.95},{"source":"chain","relationship":"runs","target":"sequential research prompts","confidence":0.95},{"source":"chain","relationship":"uses","target":"MCP-based search","confidence":0.95},{"source":"MCP-based search","relationship":"integrates","target":"PubMed","confidence":0.95},{"source":"MCP-based search","relationship":"integrates","target":"Brave Search","confidence":0.95},{"source":"chain","relationship":"produces","target":"markdown evidence report","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly documents that 'The chain takes a biological mechanism + ingredient list as input' as part of describing the complete flow. The new fact is a direct subset of existing memory.","fact":{"content":"The chain accepts a biological mechanism and ingredient list as input parameters","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"This procedural fact is already well-covered by existing memories, particularly candidate [4] which explicitly states 'runs through sequential research prompts using MCP-based search' and candidate [5] which documents the step-by-step sequential architecture. The new fact adds no novel information beyond what's already captured.","fact":{"content":"The chain executes sequential research prompts to process its inputs","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate [4] already explicitly states the chain uses MCP-based search (PubMed + Brave Search) as part of its research mechanism. New fact adds no new information beyond what's already captured.","fact":{"content":"The chain uses MCP-based search as its research mechanism","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents MCP-based search integration with PubMed explicitly: 'runs through sequential research prompts using MCP-based search (PubMed + Brave Search)'. New fact is redundant with existing memory.","fact":{"content":"The MCP-based search integration includes PubMed for biomedical literature queries","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New fact about Brave Search MCP integration for general web search. Existing memories cover skills search (skills.sh + ClawHub unified search) and internal search infrastructure, but don't mention Brave Search or general web search capabilities. This is complementary but distinct knowledge.","fact":{"content":"The MCP-based search integration includes Brave Search for general web search","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly states the chain 'produces a formatted markdown evidence report' as part of its comprehensive description of the evidence chain workflow. New fact is fully covered.","fact":{"content":"The chain produces a formatted markdown evidence report as its final output","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 52fcfb54-8cd3-49d1-b623-343004bd0818
memory_id: c9fa62c5-a820-487c-bdcf-08360dfa8ab9
job_type: extract
status: completed
leased_at: 2026-02-27T22:37:53.294Z
completed_at: 2026-02-27T22:38:43.851Z
created_at: 2026-02-27T22:35:44.929Z
updated_at: 2026-02-27T22:38:43.851Z
result:
  {"facts":[{"content":"The system uses 5 agents in a sequential pipeline architecture where each agent processes exactly one step","type":"decision","confidence":0.95},{"content":"Inter-agent data handoffs are managed via markdown files at `tmp/step-N.md` where N is the step number (1-5)","type":"procedural","confidence":0.95},{"content":"Final mechanism output is written to `output/[mechanism-slug].md` after all agents complete their respective steps","type":"procedural","confidence":0.95}],"entities":[{"source":"5 agents","relationship":"process sequentially","target":"pipeline steps","confidence":0.95},{"source":"agents","relationship":"exchange data via","target":"tmp/step-N.md files","confidence":0.95},{"source":"tmp/step-N.md files","relationship":"enable","target":"inter-step handoffs","confidence":0.95},{"source":"system","relationship":"writes output to","target":"output/[mechanism-slug].md","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this fact with greater specificity: '5 agents process one step each' with implementation details (tmp/step-N.md handoffs, output structure). New fact is identical in substance, no new information to add or refine.","fact":{"content":"The system uses 5 agents in a sequential pipeline architecture where each agent processes exactly one step","type":"decision","confidence":0.95}},{"action":"none","targetMemoryId":"c9fa62c5-a820-487c-bdcf-08360dfa8ab9","confidence":1,"reason":"This fact is already fully covered by existing memory c9fa62c5. The candidate explicitly documents that agents read/write to `tmp/step-N.md` for inter-step handoffs across the 5-step process.","fact":{"content":"Inter-agent data handoffs are managed via markdown files at `tmp/step-N.md` where N is the step number (1-5)","type":"procedural","confidence":0.95},"targetContent":"Key architectural decision: each of 5 agents processes one step, reading/writing to `tmp/step-N.md` for inter-step handoffs, with final output to `output/[mechanism-slug].md`."},{"action":"none","confidence":0.95,"reason":"Candidate [3] already explicitly states the final output location: 'with final output to `output/[mechanism-slug].md`'. The new fact is fully covered by existing memory.","fact":{"content":"Final mechanism output is written to `output/[mechanism-slug].md` after all agents complete their respective steps","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: ac5d3df9-bb8c-4a47-a28a-fa9a830f0b3f
memory_id: 5f654a88-3d8d-4b35-ba63-56b13e86eb65
job_type: extract
status: completed
leased_at: 2026-02-27T22:38:45.853Z
completed_at: 2026-02-27T22:40:41.162Z
created_at: 2026-02-27T22:35:44.944Z
updated_at: 2026-02-27T22:40:41.162Z
result:
  {"facts":[{"content":"The processing pipeline consists of five sequential steps flowing in order: step1-resolver → step2-mechanism → step3-ingredients → step4-scorer → step5-formatter","type":"semantic","confidence":0.95},{"content":"step1-resolver performs placeholder resolution in the pipeline","type":"procedural","confidence":0.95},{"content":"step2-mechanism performs PubMed search operations","type":"procedural","confidence":0.95},{"content":"step3-ingredients performs PubMed search operations","type":"procedural","confidence":0.95},{"content":"step4-scorer performs ranking operations without executing external searches","type":"procedural","confidence":0.95},{"content":"step5-formatter performs output compilation without executing external searches","type":"procedural","confidence":0.95},{"content":"The client provided raw prompt templates, sample input examples, and reference output for the implementation","type":"fact","confidence":0.95},{"content":"The implementation approach is to wire together existing client-provided prompts rather than creating new prompt templates from scratch","type":"decision","confidence":0.9}],"entities":[{"source":"step1-resolver","relationship":"performs","target":"placeholder resolution","confidence":0.95},{"source":"step2-mechanism","relationship":"uses","target":"PubMed search","confidence":0.95},{"source":"step3-ingredients","relationship":"uses","target":"PubMed search","confidence":0.95},{"source":"step4-scorer","relationship":"performs","target":"ranking","confidence":0.95},{"source":"step5-formatter","relationship":"performs","target":"output compilation","confidence":0.95},{"source":"step1-resolver","relationship":"precedes","target":"step2-mechanism","confidence":0.95},{"source":"step2-mechanism","relationship":"precedes","target":"step3-ingredients","confidence":0.95},{"source":"step3-ingredients","relationship":"precedes","target":"step4-scorer","confidence":0.95},{"source":"step4-scorer","relationship":"precedes","target":"step5-formatter","confidence":0.95},{"source":"Client","relationship":"provides","target":"prompt templates","confidence":0.95},{"source":"Client","relationship":"provides","target":"sample inputs","confidence":0.95},{"source":"Client","relationship":"provides","target":"reference output","confidence":0.95},{"source":"Implementation","relationship":"reuses","target":"existing prompts","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains the exact pipeline sequence with implementation details. New fact is fully covered by existing memory.","fact":{"content":"The processing pipeline consists of five sequential steps flowing in order: step1-resolver → step2-mechanism → step3-ingredients → step4-scorer → step5-formatter","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents step1-resolver's role as placeholder resolution in the pipeline chain. The new fact is a subset of existing memory that provides more comprehensive context about the entire pipeline flow.","fact":{"content":"step1-resolver performs placeholder resolution in the pipeline","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [5] already explicitly documents the full architecture flow including 'step2-mechanism (PubMed search)'. The new fact is a component detail already contained within that comprehensive architecture memory.","fact":{"content":"step2-mechanism performs PubMed search operations","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already captured in candidate [5], which explicitly documents the architecture flow including 'step3-ingredients (PubMed search)' as part of the research chain pipeline.","fact":{"content":"step3-ingredients performs PubMed search operations","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents this exact fact: 'step4-scorer (ranking, no search)' is explicitly stated in the architecture chain description. New fact is redundant with existing procedural memory.","fact":{"content":"step4-scorer performs ranking operations without executing external searches","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the exact same information: 'step5-formatter (compilation, no search)'. The new fact is a restatement of existing memory with no additional detail.","fact":{"content":"step5-formatter performs output compilation without executing external searches","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already contains this exact information: 'Client provided raw prompt templates, sample inputs, and reference output; implementation wires existing prompts together rather than creating new ones.' The fact is comprehensively covered in existing memory.","fact":{"content":"The client provided raw prompt templates, sample input examples, and reference output for the implementation","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already contains this exact decision: 'implementation wires existing prompts together rather than creating new ones.' The new fact is subsumed within the existing architecture overview memory.","fact":{"content":"The implementation approach is to wire together existing client-provided prompts rather than creating new prompt templates from scratch","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: 4238f718-0240-421c-8e85-507e5bc9a3f5
memory_id: f5717471-a038-4dc8-8b57-e54b2e1f03c8
job_type: extract
status: completed
leased_at: 2026-02-27T22:40:43.164Z
completed_at: 2026-02-27T22:41:29.688Z
created_at: 2026-02-27T22:35:44.957Z
updated_at: 2026-02-27T22:41:29.688Z
result:
  {"facts":[{"content":"Agents 2-3 use PubMed MCP tools to retrieve real studies instead of relying on training data for study information","type":"decision","confidence":0.9},{"content":"Brave Search is configured as a fallback search strategy when PubMed MCP tools provide insufficient results","type":"procedural","confidence":0.85},{"content":"The decision to use PubMed MCP tools with Brave Search fallback was made to prevent training-data hallucination in study retrieval tasks","type":"rationale","confidence":0.85}],"entities":[{"source":"Agents 2-3","relationship":"uses","target":"PubMed MCP tools","confidence":0.9},{"source":"Agents 2-3","relationship":"uses_as_fallback","target":"Brave Search","confidence":0.85},{"source":"PubMed MCP tools","relationship":"provides","target":"real study retrieval","confidence":0.9},{"source":"Brave Search","relationship":"fallback_for","target":"PubMed MCP insufficiency","confidence":0.85}],"proposals":[{"action":"none","targetMemoryId":"f5717471-a038-4dc8-8b57-e54b2e1f03c8","confidence":0.95,"reason":"New fact is already captured in candidate [4], which explicitly states: 'Agents 2-3 use PubMed MCP tools for real study retrieval; no training-data hallucination.' No additional information to merge.","fact":{"content":"Agents 2-3 use PubMed MCP tools to retrieve real studies instead of relying on training data for study information","type":"decision","confidence":0.9},"targetContent":"### Critical Design Decisions - **MCP Search Integration**: Agents 2-3 use PubMed MCP tools for real study retrieval; no training-data hallucination. Brave Search as fallback when PubMed insufficient."},{"action":"none","confidence":0.95,"reason":"Candidate [3] already explicitly states 'Brave Search as fallback when PubMed insufficient' which directly covers this procedural fact. No new information to add.","fact":{"content":"Brave Search is configured as a fallback search strategy when PubMed MCP tools provide insufficient results","type":"procedural","confidence":0.85}},{"action":"update","targetMemoryId":"f5717471-a038-4dc8-8b57-e54b2e1f03c8","confidence":0.92,"reason":"New fact provides explicit rationale for an existing decision already documented in candidate [5]. Both cover the same PubMed MCP + Brave Search fallback choice. Should merge to create a more complete record: decision + rationale.","fact":{"content":"The decision to use PubMed MCP tools with Brave Search fallback was made to prevent training-data hallucination in study retrieval tasks","type":"rationale","confidence":0.85},"targetContent":"### Critical Design Decisions - **MCP Search Integration**: Agents 2-3 use PubMed MCP tools for real study retrieval; no training-data hallucination. Brave Search as fallback when PubMed insufficient."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: bb871060-b2b0-431f-8b18-cb0e7ac7d102
memory_id: 770f6e78-2c56-4a5a-9756-05bf87383db6
job_type: extract
status: completed
leased_at: 2026-02-27T22:41:31.690Z
completed_at: 2026-02-27T22:42:48.438Z
created_at: 2026-02-27T22:35:44.968Z
updated_at: 2026-02-27T22:42:48.438Z
result:
  {"facts":[{"content":"Citation standards are globally enforced across all agents with three mandatory rules: (1) never cite without a real DOI, (2) never fabricate quotes, (3) always verify statistical significance","type":"procedural","confidence":0.95},{"content":"Step1 of the multi-step process uses reasoning only without search tool access","type":"procedural","confidence":0.95},{"content":"Steps 2-3 of the process have search-enabled tool access","type":"procedural","confidence":0.95},{"content":"Step4 uses Brave as a fallback search tool only","type":"procedural","confidence":0.95},{"content":"Step5 uses compilation as the designated tool","type":"procedural","confidence":0.95}],"entities":[{"source":"all agents","relationship":"must follow","target":"Citation Standards","confidence":0.95},{"source":"Citation Standards","relationship":"requires","target":"real DOI for citations","confidence":0.95},{"source":"Citation Standards","relationship":"prohibits","target":"quote fabrication","confidence":0.95},{"source":"Step1","relationship":"uses","target":"reasoning only","confidence":0.95},{"source":"Steps 2-3","relationship":"enabled-with","target":"search tools","confidence":0.95},{"source":"Step4","relationship":"uses","target":"Brave fallback","confidence":0.95},{"source":"Step5","relationship":"uses","target":"compilation","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [5] already contains identical citation standards: never cite without real DOI, never fabricate quotes, always verify statistical significance. New fact is fully covered by existing procedural rule.","fact":{"content":"Citation standards are globally enforced across all agents with three mandatory rules: (1) never cite without a real DOI, (2) never fabricate quotes, (3) always verify statistical significance","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate [5] (ID: 770f6e78...) already explicitly documents this in its Tool Assignments section: 'Step1 (reasoning only)'. The new fact is fully covered by the existing rule.","fact":{"content":"Step1 of the multi-step process uses reasoning only without search tool access","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.45,"reason":"New fact is too vague to confidently match existing memories. It references 'steps 2-3 of the process' without specifying which process (could relate to candidate [4]'s unified search execution order, but lacks sufficient context for a confident update). Should be stored separately and clarified in future interactions.","fact":{"content":"Steps 2-3 of the process have search-enabled tool access","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.85,"reason":"New procedural fact about Step4's general search behavior (Brave as fallback). Candidate [2] is specific to study retrieval with PubMed, candidate [1] is an incident report. This is a distinct general principle that should be stored separately.","fact":{"content":"Step4 uses Brave as a fallback search tool only","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.85,"reason":"New procedural fact about Step5's designated tool has no match in existing candidates. Candidate 1 mentions compilation but refers to artifact conversion, not a procedural workflow step. Other candidates cover unrelated topics (codebase review, architecture refactoring, documentation). This is a discrete procedural workflow note that should be stored separately.","fact":{"content":"Step5 uses compilation as the designated tool","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":3,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":3},"warnings":[]}


id: 080b0e97-c40d-42d1-837c-e32a6b24200d
memory_id: cead8a48-cff9-462d-8067-a6ac2b4d3b4c
job_type: extract
status: completed
leased_at: 2026-02-27T22:42:50.439Z
completed_at: 2026-02-27T22:43:29.693Z
created_at: 2026-02-27T22:35:44.979Z
updated_at: 2026-02-27T22:43:29.693Z
result:
  {"facts":[{"content":"Step agents write full intermediate outputs as part of their execution workflow","type":"procedural","confidence":0.95},{"content":"The orchestrator skill reads previous steps sequentially to process workflow state","type":"procedural","confidence":0.95},{"content":"The orchestrator skill maintains clean context by reading outputs sequentially rather than in parallel","type":"procedural","confidence":0.9}],"entities":[{"source":"step agents","relationship":"write","target":"full intermediate outputs","confidence":0.95},{"source":"orchestrator skill","relationship":"reads","target":"previous steps","confidence":0.95},{"source":"orchestrator skill","relationship":"maintains","target":"clean context","confidence":0.9}],"proposals":[{"action":"none","targetMemoryId":"cead8a48-cff9-462d-8067-a6ac2b4d3b4c","confidence":0.95,"reason":"Candidate [4] already captures this exact procedural detail: 'Step agents write full intermediate outputs'. The new fact adds no new information.","fact":{"content":"Step agents write full intermediate outputs as part of their execution workflow","type":"procedural","confidence":0.95},"targetContent":"- **Output Format**: Step agents write full intermediate outputs; orchestrator skill reads previous steps sequentially and maintains clean context."},{"action":"none","confidence":0.98,"reason":"Candidate [5] (cead8a48...) already states 'orchestrator skill reads previous steps sequentially and maintains clean context.' The new fact is redundant with existing memory.","fact":{"content":"The orchestrator skill reads previous steps sequentially to process workflow state","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already captures this exact detail: 'orchestrator skill reads previous steps sequentially and maintains clean context.' The new fact adds no novel information beyond what's already documented.","fact":{"content":"The orchestrator skill maintains clean context by reading outputs sequentially rather than in parallel","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: d0fea57d-63d2-4995-921e-29f0656633b1
memory_id: 5597cbd8-c31e-466b-9e78-8e22ad0e3ecf
job_type: extract
status: completed
leased_at: 2026-02-27T22:43:31.694Z
completed_at: 2026-02-27T22:45:19.321Z
created_at: 2026-02-27T22:35:44.994Z
updated_at: 2026-02-27T22:45:19.321Z
result:
  {"facts":[{"content":"The project structure organizes configuration and agent settings in a `.claude/` directory that contains skills, agents, and rules","type":"procedural","confidence":0.95},{"content":"Client-provided prompt templates are stored in a `prompts/` directory and split into individual files (5 templates total)","type":"procedural","confidence":0.95},{"content":"Input data samples are documented in a `samples.md` file within the project","type":"procedural","confidence":0.95},{"content":"Reference output examples are provided in a `sample-output.md` file for comparison and validation","type":"procedural","confidence":0.95},{"content":"Intermediate artifacts and handoff data between pipeline steps are stored in a `tmp/` directory that is added to .gitignore","type":"procedural","confidence":0.95},{"content":"Final generated reports are stored in an `output/` directory","type":"procedural","confidence":0.95},{"content":"A `HANDOFF.md` file provides non-technical user documentation and usage guidance for the project","type":"procedural","confidence":0.95},{"content":"A `CLAUDE.md` file contains project-specific instructions and guidelines for agents","type":"procedural","confidence":0.95}],"entities":[{"source":".claude/","relationship":"contains","target":"skills, agents, rules","confidence":0.95},{"source":"prompts/","relationship":"stores","target":"5 client-provided templates","confidence":0.95},{"source":"samples.md","relationship":"documents","target":"input data","confidence":0.95},{"source":"sample-output.md","relationship":"provides","target":"reference output","confidence":0.95},{"source":"tmp/","relationship":"stores","target":"inter-step handoff artifacts","confidence":0.95},{"source":"tmp/","relationship":"is","target":"gitignored","confidence":0.95},{"source":"output/","relationship":"stores","target":"final reports","confidence":0.95},{"source":"HANDOFF.md","relationship":"provides","target":"non-technical user guide","confidence":0.95},{"source":"CLAUDE.md","relationship":"contains","target":"project instructions","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [2] already documents the exact same structure: `.claude/` containing skills, agents, and rules. New fact is redundant with existing memory.","fact":{"content":"The project structure organizes configuration and agent settings in a `.claude/` directory that contains skills, agents, and rules","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already contains this exact information in its project layout description: '`prompts/` (5 client-provided templates split into individual files)'. The new fact is fully covered and adds no new information.","fact":{"content":"Client-provided prompt templates are stored in a `prompts/` directory and split into individual files (5 templates total)","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New fact is procedural documentation about project-specific file location (samples.md). No existing candidates reference or cover this resource. Should be stored as new memory for future reference.","fact":{"content":"Input data samples are documented in a `samples.md` file within the project","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"Candidate [5] already documents `sample-output.md` (reference) as part of the project file structure. The new fact provides procedural detail about its purpose (comparison and validation), but this is adequately implied by describing it as a 'reference' file in the existing memory.","fact":{"content":"Reference output examples are provided in a `sample-output.md` file for comparison and validation","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"New procedural fact about pipeline artifact storage location and .gitignore configuration. No existing memory covers this specific implementation detail. Candidate [3] is a session note, not a reusable procedural fact.","fact":{"content":"Intermediate artifacts and handoff data between pipeline steps are stored in a `tmp/` directory that is added to .gitignore","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate already captures that output is stored in `output/` directory. New fact is redundant with minor context addition ('final generated reports')","fact":{"content":"Final generated reports are stored in an `output/` directory","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.85,"reason":"New fact about HANDOFF.md as non-technical user documentation. While candidate [1] lists documentation files, it focuses on paths/locations. Since the new fact doesn't specify where HANDOFF.md lives and describes a specific role (non-technical usage guidance), it's better stored as a standalone procedural fact that can be referenced independently.","fact":{"content":"A `HANDOFF.md` file provides non-technical user documentation and usage guidance for the project","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"New fact is already covered by existing candidates: [2] explicitly states CLAUDE.md contains project instructions, and [1] shows CLAUDE.md as part of the agent profile architecture. The general statement about CLAUDE.md's purpose is redundant.","fact":{"content":"A `CLAUDE.md` file contains project-specific instructions and guidelines for agents","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":3,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":3},"warnings":[]}


id: 7ac6dd03-b93c-40f7-ba4f-1ce96702365a
memory_id: 5f56bc36-41df-48c3-8625-824c947b9dc8
job_type: extract
status: completed
leased_at: 2026-02-27T22:45:21.323Z
completed_at: 2026-02-27T22:47:09.781Z
created_at: 2026-02-27T22:35:45.007Z
updated_at: 2026-02-27T22:47:09.781Z
result:
  {"facts":[{"content":"Open Threads Implementation project has completed the plan phase","type":"decision","confidence":0.95},{"content":"Open Threads Implementation project implementation has not yet started","type":"decision","confidence":0.95},{"content":"The next phase of Open Threads Implementation requires creating 5 agent files","type":"procedural","confidence":0.9},{"content":"The next phase of Open Threads Implementation requires creating an orchestrator skill","type":"procedural","confidence":0.9},{"content":"The next phase of Open Threads Implementation requires splitting prompts into separate files","type":"procedural","confidence":0.9},{"content":"The next phase of Open Threads Implementation requires configuring MCP servers","type":"procedural","confidence":0.9},{"content":"The next phase of Open Threads Implementation requires writing rules and handoff documentation","type":"procedural","confidence":0.9},{"content":"The next phase of Open Threads Implementation requires end-to-end testing with a sample mechanism","type":"procedural","confidence":0.9}],"entities":[{"source":"Open Threads Implementation","relationship":"current_status","target":"plan phase complete","confidence":0.95},{"source":"Open Threads Implementation","relationship":"current_status","target":"implementation not started","confidence":0.95},{"source":"Open Threads Implementation","relationship":"requires_next","target":"5 agent files","confidence":0.9},{"source":"Open Threads Implementation","relationship":"requires_next","target":"orchestrator skill","confidence":0.9},{"source":"Open Threads Implementation","relationship":"requires_next","target":"prompt file separation","confidence":0.9},{"source":"Open Threads Implementation","relationship":"requires_next","target":"MCP server configuration","confidence":0.9},{"source":"Open Threads Implementation","relationship":"requires_next","target":"rules and handoff documentation","confidence":0.9},{"source":"Open Threads Implementation","relationship":"requires_next","target":"end-to-end testing with sample mechanism","confidence":0.9}],"proposals":[{"action":"update","targetMemoryId":"4aafbc19-ee61-481a-a30f-b9acd6f8bc53","confidence":0.95,"reason":"New fact indicates the plan phase is complete, directly superseding the existing 'early stages' characterization of architecture exploration. Update candidate [1] to reflect that planning and architecture exploration are now complete, with the project ready to move into implementation phases.","fact":{"content":"Open Threads Implementation project has completed the plan phase","type":"decision","confidence":0.95},"targetContent":"Architecture exploration for the current project is in early stages"},{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by existing memories, particularly [1] (no implementation work performed yet), [4] (no implementation completed in session), and [5] (no code changes made yet). All convey that planning is done but implementation has not started.","fact":{"content":"Open Threads Implementation project implementation has not yet started","type":"decision","confidence":0.95}},{"action":"none","targetMemoryId":"5f56bc36-41df-48c3-8625-824c947b9dc8","confidence":0.95,"reason":"Existing memory [5] already documents the Open Threads Implementation plan with specific next steps including 'create 5 agent files' as the first phase after plan completion. The new fact is redundant.","fact":{"content":"The next phase of Open Threads Implementation requires creating 5 agent files","type":"procedural","confidence":0.9},"targetContent":"### Open Threads Implementation not yet started—plan phase complete. Next: create 5 agent files, orchestrator skill, split prompts into separate files, configure MCP servers, write rules and handoff docs, then end-to-end test with sample mechanism."},{"action":"none","confidence":0.95,"reason":"Existing candidate [1] already explicitly lists 'orchestrator skill' as part of the next phase steps for Open Threads Implementation. The new fact adds no new information and is fully covered by the detailed plan already in memory.","fact":{"content":"The next phase of Open Threads Implementation requires creating an orchestrator skill","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"New procedural fact about Open Threads Implementation is distinct from general prompt rules in existing candidate. No overlap or contradiction detected.","fact":{"content":"The next phase of Open Threads Implementation requires splitting prompts into separate files","type":"procedural","confidence":0.9}},{"action":"update","targetMemoryId":"5f56bc36-41df-48c3-8625-824c947b9dc8","confidence":0.85,"reason":"New fact specifies that MCP server configuration is the immediate next phase for Open Threads Implementation. [5] already mentions MCP configuration in a list of next steps, but the new fact clarifies priority—MCP setup should be the next immediate phase. Update [5] to reflect this sequencing.","fact":{"content":"The next phase of Open Threads Implementation requires configuring MCP servers","type":"procedural","confidence":0.9},"targetContent":"### Open Threads Implementation not yet started—plan phase complete. Next: create 5 agent files, orchestrator skill, split prompts into separate files, configure MCP servers, write rules and handoff docs, then end-to-end test with sample mechanism."},{"action":"update","targetMemoryId":"5f56bc36-41df-48c3-8625-824c947b9dc8","confidence":0.85,"reason":"New fact clarifies the immediate next phase of Open Threads Implementation. Candidate [5] already outlines the full pipeline, but this fact establishes that rules and handoff documentation are the current focus point. Update should emphasize this as the next actionable phase.","fact":{"content":"The next phase of Open Threads Implementation requires writing rules and handoff documentation","type":"procedural","confidence":0.9},"targetContent":"### Open Threads Implementation not yet started—plan phase complete. Next: create 5 agent files, orchestrator skill, split prompts into separate files, configure MCP servers, write rules and handoff docs, then end-to-end test with sample mechanism."},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively documents the Open Threads Implementation roadmap, explicitly listing 'end-to-end test with sample mechanism' as the final phase. The new fact restates information already captured in that memory.","fact":{"content":"The next phase of Open Threads Implementation requires end-to-end testing with a sample mechanism","type":"procedural","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: 15206865-a874-414b-9e7c-a73654c4b6ca
memory_id: a6d887df-0ce0-4b9f-b963-ea7385d8e852
job_type: extract
status: completed
leased_at: 2026-02-27T23:05:14.026Z
completed_at: 2026-02-27T23:06:02.686Z
created_at: 2026-02-27T23:05:12.747Z
updated_at: 2026-02-27T23:06:02.686Z
result:
  {"facts":[{"content":"Nicholai requested an explanation of the pm-kalshi prediction market trading algorithm","type":"decision","confidence":0.95},{"content":"The pm-kalshi prediction market trading algorithm explanation is targeted at investors who are familiar with Amazon advertising optimization","type":"procedural","confidence":0.95},{"content":"The intended audience for the algorithm explanation has prior familiarity with Amazon ad optimization concepts, which should inform the explanation's framing and analogies","type":"semantic","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"requested","target":"pm-kalshi prediction market trading algorithm explanation","confidence":0.95},{"source":"pm-kalshi algorithm explanation","relationship":"targets","target":"investor audience","confidence":0.95},{"source":"investor audience","relationship":"has familiarity with","target":"Amazon ad optimization","confidence":0.9}],"proposals":[{"action":"none","targetMemoryId":"4a6d887df-0ce0-4b9f-b963-ea7385d8e852","confidence":0.95,"reason":"Candidate [4] already captures the exact same decision: Nicholai's request for a pm-kalshi algorithm explanation. The new fact is already covered in existing memory.","fact":{"content":"Nicholai requested an explanation of the pm-kalshi prediction market trading algorithm","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact fact: the pm-kalshi explanation is targeted at investors familiar with Amazon ad optimization. No new information to store.","fact":{"content":"The pm-kalshi prediction market trading algorithm explanation is targeted at investors who are familiar with Amazon advertising optimization","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.75,"reason":"Already covered by candidates [4] and [5]. Candidate [4] establishes the audience profile (familiar with Amazon ad optimization), and [5] explicitly states to use familiar concepts (budget allocation, bidding strategies, performance optimization) as analogies. The new fact clarifies how these should be used together, but doesn't add substantially new information.","fact":{"content":"The intended audience for the algorithm explanation has prior familiarity with Amazon ad optimization concepts, which should inform the explanation's framing and analogies","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: ab391f44-fa59-4997-bac5-64bed6f41f40
memory_id: 1777ed54-2317-451c-b848-4880144fbdf1
job_type: extract
status: completed
leased_at: 2026-02-27T23:06:04.688Z
completed_at: 2026-02-27T23:06:45.959Z
created_at: 2026-02-27T23:05:12.759Z
updated_at: 2026-02-27T23:06:45.959Z
result:
  {"facts":[{"content":"The communication strategy explains technical details without omitting information, using analogies from familiar concepts to make content accessible while maintaining technical accuracy","type":"procedural","confidence":0.85},{"content":"Budget allocation, bidding strategies, and performance optimization are used as analogies to explain technical concepts","type":"procedural","confidence":0.9}],"entities":[{"source":"explanation strategy","relationship":"uses as analogy","target":"budget allocation","confidence":0.9},{"source":"explanation strategy","relationship":"uses as analogy","target":"bidding strategies","confidence":0.9},{"source":"explanation strategy","relationship":"uses as analogy","target":"performance optimization","confidence":0.9},{"source":"explanation strategy","relationship":"explains","target":"technical details","confidence":0.9}],"proposals":[{"action":"update","targetMemoryId":"1777ed54-2317-451c-b848-4880144fbdf1","confidence":0.9,"reason":"New fact describes the same communication strategy as [5] at a more general level. [5] is specific to OpenMarketUI explanation (budget/bidding analogies), while new fact articulates the underlying principle: explain technical details fully using familiar analogies while maintaining accuracy. Merge into a single, generalized memory with OpenMarketUI as a concrete example.","fact":{"content":"The communication strategy explains technical details without omitting information, using analogies from familiar concepts to make content accessible while maintaining technical accuracy","type":"procedural","confidence":0.85},"targetContent":"The goal was to explain the technical details without skipping them, but using familiar concepts (budget allocation, bidding strategies, performance optimization) as analogies."},{"action":"none","confidence":0.95,"reason":"Candidate 5 (ID: 1777ed54-2317-451c-b848-4880144fbdf1) already captures this exact fact: it documents that familiar concepts (budget allocation, bidding strategies, performance optimization) are used as analogies to explain technical details. The new fact is redundant with existing memory.","fact":{"content":"Budget allocation, bidding strategies, and performance optimization are used as analogies to explain technical concepts","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: 18b16287-5bd5-46a4-b1f4-8a975c641b6b
memory_id: 62a90a15-fb70-464f-8830-b55687778938
job_type: extract
status: completed
leased_at: 2026-02-27T23:06:47.961Z
completed_at: 2026-02-27T23:07:22.688Z
created_at: 2026-02-27T23:05:12.775Z
updated_at: 2026-02-27T23:07:22.688Z
result:
  {"facts":[{"content":"An Explore agent was launched to prepare a detailed explanation by thoroughly analyzing the pm-kalshi and pm-garden crates","type":"procedural","confidence":0.95},{"content":"The pm-kalshi and pm-garden crates are located in the OpenMarketUI monorepo","type":"semantic","confidence":0.9}],"entities":[{"source":"Explore agent","relationship":"launched to analyze","target":"pm-kalshi crate","confidence":0.95},{"source":"Explore agent","relationship":"launched to analyze","target":"pm-garden crate","confidence":0.95},{"source":"pm-kalshi crate","relationship":"located in","target":"OpenMarketUI monorepo","confidence":0.9},{"source":"pm-garden crate","relationship":"located in","target":"OpenMarketUI monorepo","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact fact: 'To prepare a detailed explanation, an Explore agent was launched to thoroughly analyze the pm-kalshi and pm-garden crates in the OpenMarketUI monorepo.' The new fact is a rephrase of the same procedural action.","fact":{"content":"An Explore agent was launched to prepare a detailed explanation by thoroughly analyzing the pm-kalshi and pm-garden crates","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] (Architecture) already documents pm-kalshi and pm-garden as crates within the monorepo structure. Candidate [5] explicitly states these crates are in the OpenMarketUI monorepo. The new fact adds no additional information beyond what's already captured.","fact":{"content":"The pm-kalshi and pm-garden crates are located in the OpenMarketUI monorepo","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: fc684977-ba73-45dd-9f28-8f0bcc09a364
memory_id: 6b6c8013-0c39-459a-9af7-4f3edd03c26d
job_type: extract
status: completed
leased_at: 2026-02-27T23:07:24.690Z
completed_at: 2026-02-27T23:09:22.568Z
created_at: 2026-02-27T23:05:12.788Z
updated_at: 2026-02-27T23:09:22.568Z
result:
  {"facts":[{"content":"The agent's task includes understanding the full trading pipeline flow encompassing market sourcing, filtering, scoring, selection, and execution","type":"procedural","confidence":0.95},{"content":"The trading pipeline comprises five phases in sequence: market sourcing, filtering, scoring, selection, and execution","type":"semantic","confidence":0.95},{"content":"The agent's task includes understanding individual scorer mechanics including momentum, mean reversion, volume, and ensemble scorers","type":"procedural","confidence":0.95},{"content":"The agent's task includes understanding backtest and paper trading engines","type":"procedural","confidence":0.95},{"content":"The agent's task includes understanding risk management and position sizing mechanisms","type":"procedural","confidence":0.95},{"content":"The agent's task includes understanding tunable configuration parameters for the trading system","type":"procedural","confidence":0.95},{"content":"The trading system codebase is organized across three packages: pm-kalshi, pm-garden, and pm-core","type":"fact","confidence":0.95},{"content":"The discovery session was in early phase when the agent began mapping codebase structure","type":"fact","confidence":0.95}],"entities":[{"source":"agent","relationship":"mapping","target":"pm-kalshi codebase","confidence":0.9},{"source":"agent","relationship":"mapping","target":"pm-garden codebase","confidence":0.9},{"source":"agent","relationship":"mapping","target":"pm-core codebase","confidence":0.9},{"source":"trading pipeline","relationship":"phase","target":"market sourcing","confidence":0.95},{"source":"trading pipeline","relationship":"phase","target":"filtering","confidence":0.95},{"source":"trading pipeline","relationship":"phase","target":"scoring","confidence":0.95},{"source":"trading pipeline","relationship":"phase","target":"selection","confidence":0.95},{"source":"trading pipeline","relationship":"phase","target":"execution","confidence":0.95},{"source":"scorer mechanics","relationship":"type","target":"momentum","confidence":0.9},{"source":"scorer mechanics","relationship":"type","target":"mean reversion","confidence":0.9},{"source":"scorer mechanics","relationship":"type","target":"volume","confidence":0.9},{"source":"scorer mechanics","relationship":"type","target":"ensemble","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"This fact is already explicitly covered in candidate [5], which states the agent was tasked with understanding 'Full pipeline flow (market sourcing, filtering, scoring, selection, execution)' — an exact match to the new fact's content.","fact":{"content":"The agent's task includes understanding the full trading pipeline flow encompassing market sourcing, filtering, scoring, selection, and execution","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact pipeline structure with identical terminology (market sourcing, filtering, scoring, selection, execution) in the context of early discovery mapping. The new fact is substantively redundant with existing memory.","fact":{"content":"The trading pipeline comprises five phases in sequence: market sourcing, filtering, scoring, selection, and execution","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] (ID: 6b6c8013) already comprehensively covers this fact as part of the broader task context, explicitly listing 'Individual scorer mechanics (momentum, mean reversion, volume, ensemble)' among the agent's assigned understanding tasks.","fact":{"content":"The agent's task includes understanding individual scorer mechanics including momentum, mean reversion, volume, and ensemble scorers","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively covers this fact as part of the broader task description: 'The agent was tasked with understanding: ... Backtest and paper trading engines ...'. The new fact is a subset of existing memory and adds no new information.","fact":{"content":"The agent's task includes understanding backtest and paper trading engines","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already captured in candidate [6b6c8013-0c39-459a-9af7-4f3edd03c26d], which explicitly lists 'Risk management and position sizing' as one of the core components the agent was tasked with understanding during the OpenMarketUI pipeline discovery phase.","fact":{"content":"The agent's task includes understanding risk management and position sizing mechanisms","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"New fact is already captured in candidate [5] (ID: 6b6c8013-0c39-459a-9af7-4f3edd03c26d), which explicitly lists 'Tunable configuration parameters' as one of the items the agent was tasked with understanding during the early discovery phase of the trading system","fact":{"content":"The agent's task includes understanding tunable configuration parameters for the trading system","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate [4] already captures this information with greater detail, listing pm-kalshi, pm-garden, and pm-core alongside additional infrastructure crates (pm-store, pm-engine, pm-server) and UI packages. The new fact is less specific and already subsumed by existing memory.","fact":{"content":"The trading system codebase is organized across three packages: pm-kalshi, pm-garden, and pm-core","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate 5 (6b6c8013-0c39-459a-9af7-4f3edd03c26d), which explicitly states 'The session was in early discovery phase, with the agent beginning to map the codebase structure.' The new fact is a generic restatement of information already captured in existing memory.","fact":{"content":"The discovery session was in early phase when the agent began mapping codebase structure","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: 9b53ff83-9371-4670-a832-351127133adb
memory_id: 561c8340-2adf-4926-8151-83859b64d1a7
job_type: extract
status: completed
leased_at: 2026-02-27T23:09:24.571Z
completed_at: 2026-02-27T23:10:29.167Z
created_at: 2026-02-27T23:06:12.220Z
updated_at: 2026-02-27T23:10:29.167Z
result:
  {"facts":[{"content":"A Figma Design System Rules Documentation session was initiated in the OpenMarketUI codebase","type":"procedural","confidence":0.95},{"content":"The Figma Design System Rules Documentation session uses Figma MCP plugin authentication","type":"procedural","confidence":0.95},{"content":"The user requested comprehensive design system rules documentation to guide Figma design integration across the OpenMarketUI codebase","type":"decision","confidence":0.9},{"content":"Figma Design System Rules documentation is intended to standardize and guide Figma design component integration across the OpenMarketUI codebase","type":"semantic","confidence":0.85}],"entities":[{"source":"Figma Design System Rules Documentation","relationship":"initiated_in","target":"OpenMarketUI codebase","confidence":0.95},{"source":"Figma MCP plugin","relationship":"provides_authentication_for","target":"Figma Design System Rules Documentation session","confidence":0.95},{"source":"User","relationship":"requested","target":"comprehensive design system rules documentation","confidence":0.9},{"source":"Design system rules documentation","relationship":"guides","target":"Figma design integration across OpenMarketUI","confidence":0.85}],"proposals":[{"action":"add","confidence":0.9,"reason":"New fact describes a specific procedural task (Figma Design System Rules Documentation session) that is distinct from the existing candidates, which are only generic session initialization events with no substantive work. This is actionable information about a design system documentation initiative in OpenMarketUI that should be tracked separately.","fact":{"content":"A Figma Design System Rules Documentation session was initiated in the OpenMarketUI codebase","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate 5 already covers this fact: it explicitly documents 'Figma Design System Rules Documentation Session initiated in the OpenMarketUI codebase with Figma MCP plugin authentication,' which is identical to the new fact about Figma Design System Rules Documentation using Figma MCP plugin authentication.","fact":{"content":"The Figma Design System Rules Documentation session uses Figma MCP plugin authentication","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already contains the exact same fact: 'User requested comprehensive design system rules documentation to guide Figma design integration across the codebase.' This new fact is a direct duplicate of existing memory.","fact":{"content":"The user requested comprehensive design system rules documentation to guide Figma design integration across the OpenMarketUI codebase","type":"decision","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Existing candidate [4] already captures this intent: 'User requested comprehensive design system rules documentation to guide Figma design integration across the codebase.' The new fact is a restatement of the purpose already documented, with candidate [5] providing additional context on focus areas.","fact":{"content":"Figma Design System Rules documentation is intended to standardize and guide Figma design component integration across the OpenMarketUI codebase","type":"semantic","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: 13721236-8c95-49c9-9581-6b9afd2def35
memory_id: 4fe021bc-27b5-4262-97ea-ebcf70200159
job_type: extract
status: completed
leased_at: 2026-02-27T23:10:31.187Z
completed_at: 2026-02-27T23:12:38.500Z
created_at: 2026-02-27T23:06:12.233Z
updated_at: 2026-02-27T23:12:38.500Z
result:
  {"facts":[{"content":"Design system documentation covers token definitions for colors, typography, and spacing","type":"semantic","confidence":0.9},{"content":"Token transformation systems are included as a design system documentation focus area","type":"semantic","confidence":0.85},{"content":"Component library architecture and documentation are key design system focus areas","type":"semantic","confidence":0.9},{"content":"UI frameworks and styling libraries using the React stack are documented in the design system","type":"semantic","confidence":0.85},{"content":"Asset management and optimization are design system documentation focus areas","type":"semantic","confidence":0.85},{"content":"Icon system storage conventions and naming practices are design system documentation focus areas","type":"semantic","confidence":0.85},{"content":"CSS methodology and responsive design patterns are covered in design system documentation","type":"semantic","confidence":0.9},{"content":"Project structure and feature organization are design system documentation focus areas","type":"semantic","confidence":0.85},{"content":"Design system documentation will be created as structured markdown rules in CLAUDE.md style","type":"decision","confidence":0.85},{"content":"Design system documentation is created to enable effective Figma-to-code workflows by providing standardized patterns and conventions","type":"procedural","confidence":0.9}],"entities":[{"source":"design system documentation","relationship":"covers","target":"token definitions (colors, typography, spacing)","confidence":0.9},{"source":"design system documentation","relationship":"covers","target":"component library architecture","confidence":0.9},{"source":"design system documentation","relationship":"covers","target":"icon system conventions","confidence":0.85},{"source":"design system documentation","relationship":"covers","target":"CSS methodology and responsive design patterns","confidence":0.9},{"source":"design system documentation","relationship":"enables","target":"Figma-to-code workflows","confidence":0.85},{"source":"markdown rules (CLAUDE.md-style)","relationship":"documents","target":"design system patterns","confidence":0.85}],"proposals":[{"action":"none","confidence":0.85,"reason":"Candidate [3] already explicitly lists 'Token definitions (colors, typography, spacing)' as a focus area within the design system documentation. The new fact is a specific instance of what is already captured in that broader memory.","fact":{"content":"Design system documentation covers token definitions for colors, typography, and spacing","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact about token transformation systems is already comprehensively covered in candidate [3], which explicitly lists 'Token definitions (colors, typography, spacing) and transformation systems' as a primary focus area for the design system documentation project.","fact":{"content":"Token transformation systems are included as a design system documentation focus area","type":"semantic","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively covers this fact - it explicitly lists 'Component library architecture and documentation' as a defined focus area within the design system structure. The new fact is redundant with existing memory content.","fact":{"content":"Component library architecture and documentation are key design system focus areas","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.85,"reason":"Candidate 5 already explicitly lists 'UI frameworks and styling libraries (React stack)' as a documented focus area in the design system rules initiative. The new fact does not add substantively new information beyond what's already captured.","fact":{"content":"UI frameworks and styling libraries using the React stack are documented in the design system","type":"semantic","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly lists 'Asset management and optimization' as a defined focus area within the design system documentation focus areas. The new fact is already covered by this existing memory.","fact":{"content":"Asset management and optimization are design system documentation focus areas","type":"semantic","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"New fact is already explicitly covered in candidate [1], which lists 'Icon system storage and conventions' as a documented focus area. No new information to capture.","fact":{"content":"Icon system storage conventions and naming practices are design system documentation focus areas","type":"semantic","confidence":0.85}},{"action":"update","targetMemoryId":"4fe021bc-27b5-4262-97ea-ebcf70200159","confidence":0.85,"reason":"New fact confirms that CSS methodology and responsive design patterns (listed as a focus area in candidate #5) are now covered/documented in the design system documentation. This is a natural progression of the Figma Design System Rules documentation work already tracked in the existing memory.","fact":{"content":"CSS methodology and responsive design patterns are covered in design system documentation","type":"semantic","confidence":0.9},"targetContent":"Focus areas defined: - Token definitions (colors, typography, spacing) and transformation systems - Component library architecture and documentation - UI frameworks and styling libraries (React stack) - Asset management and optimization - Icon system storage and conventions - CSS methodology and responsive design patterns - Project structure and feature organization Objective: Create structured markdown rules (CLAUDE.md-style) documenting current design system patterns to enable effective Figma-to-code workflows."},{"action":"none","confidence":0.9,"reason":"Candidate [5] already explicitly lists 'Project structure and feature organization' as a focus area for design system documentation. The new fact is subsumed by the existing comprehensive memory about design system documentation focus areas.","fact":{"content":"Project structure and feature organization are design system documentation focus areas","type":"semantic","confidence":0.85}},{"action":"none","confidence":0.9,"reason":"Candidate [5] already explicitly documents this decision as part of the design system objective: 'Create structured markdown rules (CLAUDE.md-style) documenting current design system patterns'. The new fact is already covered by existing memory.","fact":{"content":"Design system documentation will be created as structured markdown rules in CLAUDE.md style","type":"decision","confidence":0.85}},{"action":"update","targetMemoryId":"4fe021bc-27b5-4262-97ea-ebcf70200159","confidence":0.85,"reason":"New fact provides the core rationale/purpose for the design system work outlined in candidate [5]. They should be merged: the candidate describes focus areas and the objective, while the new fact explains the underlying purpose (enabling Figma-to-code workflows). Together they form a complete understanding of why and what the design system documentation effort aims to achieve.","fact":{"content":"Design system documentation is created to enable effective Figma-to-code workflows by providing standardized patterns and conventions","type":"procedural","confidence":0.9},"targetContent":"Focus areas defined: - Token definitions (colors, typography, spacing) and transformation systems - Component library architecture and documentation - UI frameworks and styling libraries (React stack) - Asset management and optimization - Icon system storage and conventions - CSS methodology and responsive design patterns - Project structure and feature organization Objective: Create structured markdown rules (CLAUDE.md-style) documenting current design system patterns to enable effective Figma-to-code workflows."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: f22b3501-163e-4736-bca6-e79271fb8cfe
memory_id: 98b3fac5-6218-43c0-b64f-d5781d4711bc
job_type: extract
status: completed
leased_at: 2026-02-28T00:27:39.117Z
completed_at: 2026-02-28T00:28:31.741Z
created_at: 2026-02-28T00:27:37.163Z
updated_at: 2026-02-28T00:28:31.741Z
result:
  {"facts":[{"content":"Nicholai invoked the Figma MCP create_design_system_rules skill to analyze the OpenMarketUI codebase","type":"decision","confidence":0.95},{"content":"The create_design_system_rules skill is a Figma MCP tool designed to analyze codebases and generate design system rules for Figma integration","type":"fact","confidence":0.95},{"content":"The OpenMarketUI codebase was analyzed to generate design system rules for Figma integration","type":"decision","confidence":0.95}],"entities":[{"source":"Nicholai","relationship":"invoked","target":"create_design_system_rules skill","confidence":0.95},{"source":"create_design_system_rules skill","relationship":"analyzes","target":"OpenMarketUI codebase","confidence":0.95},{"source":"create_design_system_rules skill","relationship":"generates_rules_for","target":"Figma integration","confidence":0.95},{"source":"create_design_system_rules","relationship":"is_tool_type","target":"Figma MCP","confidence":0.95}],"proposals":[{"action":"update","targetMemoryId":"561c8340-2adf-4926-8151-83859b64d1a7","confidence":0.95,"reason":"New fact provides specific confirmation that the create_design_system_rules skill was invoked during the Figma design system documentation session already captured in candidate [5]. Merge to add explicit skill name and confirm the analysis action.","fact":{"content":"Nicholai invoked the Figma MCP create_design_system_rules skill to analyze the OpenMarketUI codebase","type":"decision","confidence":0.95},"targetContent":"## Figma Design System Rules Documentation Session initiated in the OpenMarketUI codebase with Figma MCP plugin authentication. User requested comprehensive design system rules documentation to guide Figma design integration across the codebase."},{"action":"update","targetMemoryId":"98b3fac5-6218-43c0-b64f-d5781d4711bc","confidence":0.88,"reason":"New fact provides a general definition of the create_design_system_rules skill (what it IS), while candidate 5 is a specific usage event (what Nicholai did with it). Merging adds definitional clarity: the skill is a Figma MCP tool for analyzing codebases and generating design system rules, as demonstrated by Nicholai's OpenMarketUI invocation.","fact":{"content":"The create_design_system_rules skill is a Figma MCP tool designed to analyze codebases and generate design system rules for Figma integration","type":"fact","confidence":0.95},"targetContent":"## Figma Design System Analysis for OpenMarketUI Nicholai invoked the Figma MCP create_design_system_rules skill to analyze the OpenMarketUI codebase and generate design system rules for Figma integration."},{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively covered by candidate [4], which explicitly states that the Figma MCP create_design_system_rules skill was invoked to analyze the OpenMarketUI codebase and generate design system rules for Figma integration.","fact":{"content":"The OpenMarketUI codebase was analyzed to generate design system rules for Figma integration","type":"decision","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: e0d3fabe-9981-4f01-a899-fdeda161c054
memory_id: 566ba6f3-824c-452e-8597-d0617324dfe5
job_type: extract
status: completed
leased_at: 2026-02-28T00:28:33.742Z
completed_at: 2026-02-28T00:29:04.996Z
created_at: 2026-02-28T00:27:37.175Z
updated_at: 2026-02-28T00:29:04.996Z
result:
  {"facts":[{"content":"The assistant was tasked with providing a comprehensive rules document covering design tokens, component library structure, styling approach, icon systems, theme management, asset handling, and project organization","type":"procedural","confidence":0.95}],"entities":[{"source":"assistant","relationship":"assigned_task","target":"comprehensive rules document creation","confidence":0.95},{"source":"rules document","relationship":"must_cover","target":"design tokens","confidence":0.95},{"source":"rules document","relationship":"must_cover","target":"component library structure","confidence":0.95},{"source":"rules document","relationship":"must_cover","target":"styling approach","confidence":0.95},{"source":"rules document","relationship":"must_cover","target":"icon systems","confidence":0.95},{"source":"rules document","relationship":"must_cover","target":"theme management","confidence":0.95},{"source":"rules document","relationship":"must_cover","target":"asset handling","confidence":0.95},{"source":"rules document","relationship":"must_cover","target":"project organization","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] contains identical content to the new fact. This memory already exists and requires no update.","fact":{"content":"The assistant was tasked with providing a comprehensive rules document covering design tokens, component library structure, styling approach, icon systems, theme management, asset handling, and project organization","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: 9a97e0f3-0fe0-4115-9831-b0d80e638e36
memory_id: 5224b3c9-52df-4459-8517-65b7d8420cbd
job_type: extract
status: completed
leased_at: 2026-02-28T00:29:06.998Z
completed_at: 2026-02-28T00:29:49.897Z
created_at: 2026-02-28T00:27:37.187Z
updated_at: 2026-02-28T00:29:49.897Z
result:
  {"facts":[{"content":"An assistant launched two parallel Explore agents to investigate the openmarketui project structure and components","type":"procedural","confidence":0.9},{"content":"The watchtower directory is located at /home/nicholai/openmarketui/watchtower/","type":"semantic","confidence":0.95},{"content":"The watchtower directory contains design tokens, components, styling, icons, themes, and assets for the OpenMarketUI project","type":"semantic","confidence":0.85}],"entities":[{"source":"assistant","relationship":"launched","target":"two parallel Explore agents","confidence":0.9},{"source":"Explore agents","relationship":"investigated","target":"watchtower directory","confidence":0.9},{"source":"watchtower directory","relationship":"contains","target":"design tokens, components, styling, icons, themes, and assets","confidence":0.85}],"proposals":[{"action":"none","confidence":0.85,"reason":"Candidate [5] already documents the exact same event: launching two parallel Explore agents to investigate the openmarketui project. The new fact is a summary statement of what [5] already captures in detail (even if incomplete). No new information to add.","fact":{"content":"An assistant launched two parallel Explore agents to investigate the openmarketui project structure and components","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly contains this location: 'the watchtower directory (`/home/nicholai/openmarketui/watchtower/`)'. The new fact is already captured in existing memory.","fact":{"content":"The watchtower directory is located at /home/nicholai/openmarketui/watchtower/","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate ID 5224b3c9-52df-4459-8517-65b7d8420cbd already documents the exploration of watchtower directory investigating these exact same components: design tokens, components, styling, icons, themes, and assets. The new fact is redundant with existing memory.","fact":{"content":"The watchtower directory contains design tokens, components, styling, icons, themes, and assets for the OpenMarketUI project","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: 24954ffc-50c8-4b54-8341-45ff93a5146d
memory_id: 8ceee9f6-d30c-41fa-8613-a752abc9887c
job_type: extract
status: completed
leased_at: 2026-02-28T00:29:51.899Z
completed_at: 2026-02-28T00:31:08.876Z
created_at: 2026-02-28T00:27:37.199Z
updated_at: 2026-02-28T00:31:08.876Z
result:
  {"facts":[{"content":"The OpenMarketUI web directory is located at /home/nicholai/openmarketui/web/","type":"fact","confidence":0.95},{"content":"The OpenMarketUI web directory uses Astro as its framework","type":"fact","confidence":0.95},{"content":"The OpenMarketUI web directory contains design tokens, components, Tailwind configuration, icons, themes, and assets","type":"fact","confidence":0.9},{"content":"Investigation of the OpenMarketUI web directory involved reading package.json, configuration files, theme files, color definitions, and representative components with their file paths and code snippets","type":"procedural","confidence":0.9},{"content":"Agents were assigned to perform deep exploration of the OpenMarketUI web directory including its build configuration, design system, and component structure","type":"procedural","confidence":0.85}],"entities":[{"source":"OpenMarketUI web directory","relationship":"located at","target":"/home/nicholai/openmarketui/web/","confidence":0.95},{"source":"OpenMarketUI web directory","relationship":"uses framework","target":"Astro","confidence":0.95},{"source":"OpenMarketUI web directory","relationship":"contains","target":"Tailwind configuration","confidence":0.9},{"source":"OpenMarketUI web directory","relationship":"contains","target":"design tokens","confidence":0.9},{"source":"OpenMarketUI web directory","relationship":"contains","target":"components","confidence":0.9},{"source":"OpenMarketUI web directory","relationship":"contains","target":"themes","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] (ID: 8ceee9f6-d30c-41fa-8613-a752abc9887c) already explicitly documents the web directory location as `/home/nicholai/openmarketui/web/`. The new fact is fully covered by this existing memory.","fact":{"content":"The OpenMarketUI web directory is located at /home/nicholai/openmarketui/web/","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Fact is already covered by candidates 2 and 4, which both explicitly state the web directory uses Astro and is deployed to Cloudflare Pages","fact":{"content":"The OpenMarketUI web directory uses Astro as its framework","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the OpenMarketUI web directory contents with identical detail: design tokens, components, Tailwind configuration, icons, themes, and assets. No new information to add.","fact":{"content":"The OpenMarketUI web directory contains design tokens, components, Tailwind configuration, icons, themes, and assets","type":"fact","confidence":0.9}},{"action":"none","confidence":0.85,"reason":"Existing memory [5] already comprehensively describes the same investigation scope: reading package.json, configuration files, theme files, color definitions, and representative components with file paths and code snippets. New fact is substantively redundant, merely confirming completion status rather than adding new procedural insights.","fact":{"content":"Investigation of the OpenMarketUI web directory involved reading package.json, configuration files, theme files, color definitions, and representative components with their file paths and code snippets","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate 8ceee9f6-d30c-41fa-8613-a752abc9887c already captures this exact scenario: 'The agents were tasked with deep exploration' of the web directory including configuration files, design tokens/themes, and components. New fact is a higher-level summary of information already stored.","fact":{"content":"Agents were assigned to perform deep exploration of the OpenMarketUI web directory including its build configuration, design system, and component structure","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: 4f8969fb-d732-462d-ab72-0fce60248df2
memory_id: 0b2773fa-e9b4-491e-a918-0d6d0e00d5a7
job_type: extract
status: completed
leased_at: 2026-02-28T00:31:10.889Z
completed_at: 2026-02-28T00:31:57.921Z
created_at: 2026-02-28T00:27:37.211Z
updated_at: 2026-02-28T00:31:57.921Z
result:
  {"facts":[{"content":"Exploration agents were launched in the current session","type":"fact","confidence":1},{"content":"Results from the launched exploration agents have not yet been received","type":"fact","confidence":1},{"content":"The work is currently in progress and not yet complete","type":"fact","confidence":1}],"entities":[{"source":"session","relationship":"launched","target":"exploration agents","confidence":1},{"source":"exploration agents","relationship":"status is pending","target":"results","confidence":1},{"source":"work","relationship":"status is","target":"in progress","confidence":1}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate #5 already captures this fact: 'Exploration agents launched but results not yet received.' The new fact is already covered by the existing memory.","fact":{"content":"Exploration agents were launched in the current session","type":"fact","confidence":1}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this fact nearly verbatim: 'Exploration agents launched but results not yet received.' The new fact adds no new information and is redundant with existing memory.","fact":{"content":"Results from the launched exploration agents have not yet been received","type":"fact","confidence":1}},{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by candidate #3 ('The exploration work was initiated but remains in progress') which is more specific and contains the same core information. Candidate #1 is more detailed about the phase (requirements gathering), and candidate #5 mentions specific in-progress work (codebase analysis). The new fact adds no new information beyond what's already stored.","fact":{"content":"The work is currently in progress and not yet complete","type":"fact","confidence":1}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 0e6ca49d-3e2e-4a31-825d-84d28cf4a635
memory_id: dc07723d-1acc-42b2-b1dd-cd41f10047a1
job_type: extract
status: completed
leased_at: 2026-02-28T00:31:59.923Z
completed_at: 2026-02-28T00:32:49.659Z
created_at: 2026-02-28T00:28:11.530Z
updated_at: 2026-02-28T00:32:49.659Z
result:
  {"facts":[{"content":"A Claude Code session was initialized in the openmarketui/watchtower directory on the main branch","type":"fact","confidence":0.95},{"content":"No substantive work was performed during this session — only the session initialization hook was triggered","type":"procedural","confidence":0.95},{"content":"The session initialization hook is automatically triggered when a Claude Code session starts","type":"procedural","confidence":0.85}],"entities":[{"source":"session","relationship":"initialized in","target":"openmarketui/watchtower directory","confidence":0.95},{"source":"session","relationship":"on branch","target":"main","confidence":0.95},{"source":"session initialization","relationship":"triggers","target":"session initialization hook","confidence":0.9}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate 5 (dc07723d) already covers this exact fact: session initialized in openmarketui/watchtower directory on main branch with no substantive work. New fact is redundant.","fact":{"content":"A Claude Code session was initialized in the openmarketui/watchtower directory on the main branch","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by existing candidates (especially 2, 4, and 5), which capture the core message: session initialized via hook with no substantive work performed. Adding another memory would be redundant duplication.","fact":{"content":"No substantive work was performed during this session — only the session initialization hook was triggered","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate [1] already captures the core procedural knowledge: Signet uses a hook system that automatically initializes sessions and loads project context. The new fact is a rephrasing of the same concept with minimal additional specificity.","fact":{"content":"The session initialization hook is automatically triggered when a Claude Code session starts","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: f1487b5e-6425-4931-b447-64ab5042efb7
memory_id: 1ec1f637-fb20-478a-9f48-f0a8296de979
job_type: extract
status: completed
leased_at: 2026-02-28T02:02:53.096Z
completed_at: 2026-02-28T02:04:01.954Z
created_at: 2026-02-28T02:02:51.992Z
updated_at: 2026-02-28T02:04:01.954Z
result:
  {"facts":[{"content":"A frontend redesign session was initialized for the OpenMarketUI website (Astro-based site deployed to Cloudflare Pages)","type":"fact","confidence":0.95},{"content":"The user invoked the /frontend-design skill to guide visual design and layout decisions for the OpenMarketUI website","type":"procedural","confidence":0.9},{"content":"Image references were provided as design inspiration to guide aesthetic and layout decisions during the OpenMarketUI frontend redesign","type":"fact","confidence":0.9},{"content":"No code changes were made during the initial /frontend-design skill invocation session for OpenMarketUI—the session consisted of setup and planning","type":"fact","confidence":0.95},{"content":"The frontend design session for OpenMarketUI was preparatory work to establish visual direction before implementing design changes in code","type":"procedural","confidence":0.9}],"entities":[{"source":"User","relationship":"invoked","target":"/frontend-design skill","confidence":0.95},{"source":"/frontend-design skill","relationship":"applied to","target":"OpenMarketUI website","confidence":0.9},{"source":"Image references","relationship":"provided as inspiration for","target":"OpenMarketUI frontend redesign","confidence":0.9},{"source":"OpenMarketUI website","relationship":"undergoing","target":"frontend visual design improvement","confidence":0.9}],"proposals":[{"action":"none","confidence":0.9,"reason":"Fact is already comprehensively covered by candidate 5 (ID: 1ec1f637-fb20-478a-9f48-f0a8296de979), which specifically describes a frontend redesign session initialization for the OpenMarketUI website with `/frontend-design` skill invocation, image references, and session setup details. The new fact adds no material new information.","fact":{"content":"A frontend redesign session was initialized for the OpenMarketUI website (Astro-based site deployed to Cloudflare Pages)","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively covered by candidate [5], which documents the same event: user invocation of /frontend-design skill for OpenMarketUI website with visual design and layout guidance. No new information to add.","fact":{"content":"The user invoked the /frontend-design skill to guide visual design and layout decisions for the OpenMarketUI website","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains the exact fact being added. That memory specifically states: 'Image references were provided as design inspiration to guide the aesthetic and layout decisions' in the context of the OpenMarketUI frontend redesign session. No new information to capture.","fact":{"content":"Image references were provided as design inspiration to guide aesthetic and layout decisions during the OpenMarketUI frontend redesign","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already comprehensively covers this fact: it explicitly states 'No code changes were made in this session—it consists of skill invocation and setup for upcoming design implementation work.' The new fact adds no materially new information beyond what's already stored in this memory.","fact":{"content":"No code changes were made during the initial /frontend-design skill invocation session for OpenMarketUI—the session consisted of setup and planning","type":"fact","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"Candidates 3 and 4 already capture this essence: both explicitly state no implementation work was done, only visual/aesthetic direction exploration and setup for future implementation. The new fact merely restates this in different words without adding novel information.","fact":{"content":"The frontend design session for OpenMarketUI was preparatory work to establish visual direction before implementing design changes in code","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: 855daee9-daf7-4000-9d30-cc06aa774702
memory_id: 9790cf64-ea2c-473c-b514-7430232d57d1
job_type: extract
status: completed
leased_at: 2026-02-28T02:05:19.991Z
completed_at: 2026-02-28T02:06:07.552Z
created_at: 2026-02-28T02:05:18.356Z
updated_at: 2026-02-28T02:06:07.552Z
result:
  {"facts":[{"content":"A plan was implemented to surface `created_at` timestamps at all memory injection points within the Signet daemon","type":"decision","confidence":0.95},{"content":"The Signet daemon previously stripped `created_at` timestamps during memory injection despite querying them from the database for decay scoring","type":"fact","confidence":0.9},{"content":"Timestamp stripping during memory injection in the Signet daemon undermined temporal reasoning in agent contexts because agents need temporal information to properly contextualize and weight retrieved memories","type":"rationale","confidence":0.85}],"entities":[{"source":"Signet daemon","relationship":"surfaces timestamps in","target":"memory injection points","confidence":0.95},{"source":"Signet daemon","relationship":"queries for decay scoring","target":"created_at timestamps","confidence":0.9},{"source":"timestamp stripping","relationship":"undermined","target":"temporal reasoning in agent context","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] 'Memory Injection Timestamp Enhancement' already captures this exact implementation - that the plan to surface `created_at` timestamps at all memory injection points was implemented. The new fact is already covered by existing memory.","fact":{"content":"A plan was implemented to surface `created_at` timestamps at all memory injection points within the Signet daemon","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] (ID: 9790cf64-ea2c-473c-b514-7238232d57d1) already comprehensively covers this fact. It explicitly states the same issue: timestamps were stripped during injection despite being queried from the database for decay scoring. The new fact is a restatement of existing memory with no additional context or detail to warrant an update.","fact":{"content":"The Signet daemon previously stripped `created_at` timestamps during memory injection despite querying them from the database for decay scoring","type":"fact","confidence":0.9}},{"action":"update","targetMemoryId":"9790cf64-ea2c-473c-b514-7430232d57d1","confidence":0.92,"reason":"New fact provides the explicit rationale for why timestamp stripping was problematic. Existing candidate describes the problem and solution but lacks the reasoning. Merging enriches the memory with the causal explanation that agents require temporal context for proper memory weighing.","fact":{"content":"Timestamp stripping during memory injection in the Signet daemon undermined temporal reasoning in agent contexts because agents need temporal information to properly contextualize and weight retrieved memories","type":"rationale","confidence":0.85},"targetContent":"## Memory Injection Timestamp Enhancement Implemented plan to surface `created_at` timestamps in all memory injection points within the Signet daemon. Previously, timestamps were stripped during injection despite being queried from the database for decay scoring, undermining temporal reasoning in agent context."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: c5d8275f-d444-488e-95d7-93ac9e021199
memory_id: b6dbb52a-9df4-4d13-8dae-3b8894f3d575
job_type: extract
status: completed
leased_at: 2026-02-28T02:06:09.553Z
completed_at: 2026-02-28T02:06:38.833Z
created_at: 2026-02-28T02:05:18.370Z
updated_at: 2026-02-28T02:06:38.833Z
result:
  {"facts":[{"content":"A helper function formatMemoryDate(isoDate: string) was added to packages/daemon/src/hooks.ts","type":"procedural","confidence":0.95},{"content":"The formatMemoryDate function converts ISO timestamp strings to compact localized date format, such as 'Feb 15, 2026'","type":"procedural","confidence":0.95}],"entities":[{"source":"packages/daemon/src/hooks.ts","relationship":"contains","target":"formatMemoryDate function","confidence":0.95},{"source":"formatMemoryDate function","relationship":"converts","target":"ISO timestamps to localized format","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the formatMemoryDate(isoDate: string) helper function added to packages/daemon/src/hooks.ts with the same details (ISO timestamp conversion to compact format)","fact":{"content":"A helper function formatMemoryDate(isoDate: string) was added to packages/daemon/src/hooks.ts","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already comprehensively covers this procedural detail about formatMemoryDate's purpose and behavior. The new fact is a subset of existing memory without adding novel information.","fact":{"content":"The formatMemoryDate function converts ISO timestamp strings to compact localized date format, such as 'Feb 15, 2026'","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: a032ac04-38a6-4130-8562-0b0691c2c131
memory_id: 37f8d521-1d36-4b40-8807-e028e0fd89e4
job_type: extract
status: completed
leased_at: 2026-02-28T02:06:40.835Z
completed_at: 2026-02-28T02:07:13.084Z
created_at: 2026-02-28T02:05:18.385Z
updated_at: 2026-02-28T02:07:13.084Z
result:
  {"facts":[{"content":"The session start injection code (approximately lines 852-854) updates the memory format from `- ${content}[tags]` to a format that includes a date suffix","type":"procedural","confidence":0.85},{"content":"The user prompt submit injection code (approximately line 1044) modifies the selected memories map to include formatted dates","type":"procedural","confidence":0.85}],"entities":[{"source":"Session Start Injection","relationship":"updates","target":"memory format","confidence":0.85},{"source":"memory format","relationship":"now includes","target":"date suffix","confidence":0.85},{"source":"User Prompt Submit Injection","relationship":"modifies","target":"selected memories map","confidence":0.85},{"source":"selected memories map","relationship":"now includes","target":"formatted dates","confidence":0.85}],"proposals":[{"action":"none","targetMemoryId":"37f8d521-1d36-4b40-8807-e028e0fd89e4","confidence":0.95,"reason":"Candidate [4] already documents the exact same fact: session start injection code at lines 852-854 updating memory format from `- ${content}[tags]` to include date suffix. No new information to capture.","fact":{"content":"The session start injection code (approximately lines 852-854) updates the memory format from `- ${content}[tags]` to a format that includes a date suffix","type":"procedural","confidence":0.85},"targetContent":"**Session Start Injection** (~line 852-854): Updated memory format from `- ${content}[tags]` to include date suffix 3. **User Prompt Submit Injection** (~line 1044): Modified selected memories map to include formatted dates 4."},{"action":"none","confidence":0.95,"reason":"Candidate 3 (ID: 37f8d521-1d36-4b40-8807-e028e0fd89e4) already covers this exact fact: 'User Prompt Submit Injection (~line 1044): Modified selected memories map to include formatted dates'. The new fact is redundant with existing memory.","fact":{"content":"The user prompt submit injection code (approximately line 1044) modifies the selected memories map to include formatted dates","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: 63a2b9c0-093d-4499-a0dd-5390293171e6
memory_id: 606f147c-b808-4c50-bfc1-c8d11281ddd6
job_type: extract
status: completed
leased_at: 2026-02-28T02:07:15.086Z
completed_at: 2026-02-28T02:07:34.459Z
created_at: 2026-02-28T02:05:18.397Z
updated_at: 2026-02-28T02:07:34.459Z
result:
  {"facts":[{"content":"The Synthesis Prompt (at approximately line 1379) had its memory formatting updated in the LLM synthesis context","type":"procedural","confidence":0.85}],"entities":[{"source":"Synthesis Prompt","relationship":"updated","target":"memory formatting in LLM synthesis context","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this exact fact: 'Synthesis Prompt (~line 1379): Updated memory formatting in LLM synthesis context'. New fact is a direct duplicate.","fact":{"content":"The Synthesis Prompt (at approximately line 1379) had its memory formatting updated in the LLM synthesis context","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: 3df86463-f1c3-448e-9f41-05c06292eab1
memory_id: 23196886-f288-4391-ab92-f67b983a85e9
job_type: extract
status: completed
leased_at: 2026-02-28T02:07:36.460Z
completed_at: 2026-02-28T02:08:30.356Z
created_at: 2026-02-28T02:05:18.411Z
updated_at: 2026-02-28T02:08:30.356Z
result:
  {"facts":[{"content":"The verification plan includes running `bun run build` and `bun run typecheck` commands for compilation checks","type":"procedural","confidence":0.95},{"content":"The verification plan requires testing a fresh Claude Code session to verify that injected context displays dated memories","type":"procedural","confidence":0.95},{"content":"The verification plan requires verifying that `[signet:recall]` injection includes timestamps in the output","type":"procedural","confidence":0.95},{"content":"The verification plan includes confirming that synthesis prompts include dated memories when triggered","type":"procedural","confidence":0.95}],"entities":[{"source":"bun run build","relationship":"used for","target":"compilation checks","confidence":0.95},{"source":"bun run typecheck","relationship":"used for","target":"compilation checks","confidence":0.95},{"source":"Claude Code session","relationship":"should display","target":"dated memories in injected context","confidence":0.95},{"source":"[signet:recall] injection","relationship":"should include","target":"timestamps","confidence":0.95},{"source":"synthesis prompts","relationship":"should include","target":"dated memories","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate 5 (ID: 23196886) already captures this exact fact: 'Run `bun run build` and `bun run typecheck` for compilation checks' as part of the verification plan. The new fact is already represented in memory.","fact":{"content":"The verification plan includes running `bun run build` and `bun run typecheck` commands for compilation checks","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by existing memory [3] (23196886-f288-4391-ab92-f67b983a85e9), which explicitly lists 'Test fresh Claude Code session to verify injected context shows dated memories' as part of the verification plan","fact":{"content":"The verification plan requires testing a fresh Claude Code session to verify that injected context displays dated memories","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate [4] already contains this exact verification step ('Verify `[signet:recall]` injection includes timestamps') as part of the comprehensive verification plan. No new information to store.","fact":{"content":"The verification plan requires verifying that `[signet:recall]` injection includes timestamps in the output","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate 4 (ID: 23196886-f288-4391-ab92-f67b983a85e9) already contains this exact verification item as the final bullet point: 'Confirm synthesis prompts include dated memories if triggered'. The new fact is already captured in the existing Verification Plan memory.","fact":{"content":"The verification plan includes confirming that synthesis prompts include dated memories when triggered","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: 1f5c9595-5305-4412-bb95-b03559eac07e
memory_id: 126510f1-c6bd-4a42-aa3c-91f3a2ddb532
job_type: extract
status: completed
leased_at: 2026-02-28T02:08:32.369Z
completed_at: 2026-02-28T02:09:25.513Z
created_at: 2026-02-28T02:05:18.425Z
updated_at: 2026-02-28T02:09:25.513Z
result:
  {"facts":[{"content":"A development session started after plan approval was obtained","type":"procedural","confidence":0.9},{"content":"The hooks.ts file was being read to identify the exact locations where code injections occur or could be introduced","type":"procedural","confidence":0.95},{"content":"hooks.ts contains code with specific injection points or injection-vulnerable locations that require identification and remediation","type":"semantic","confidence":0.85}],"entities":[{"source":"session","relationship":"started after","target":"plan approval","confidence":0.9},{"source":"developer/task","relationship":"reading","target":"hooks.ts","confidence":0.95},{"source":"hooks.ts","relationship":"contains","target":"injection locations","confidence":0.85},{"source":"reading hooks.ts","relationship":"purpose is to identify","target":"exact injection locations","confidence":0.95}],"proposals":[{"action":"update","targetMemoryId":"1d38b850-442d-4200-8f37-53f9358f5b8b","confidence":0.85,"reason":"Candidate 5 correctly captures that work was just initiated. The new fact refines this by establishing the temporal relationship: implementation started AFTER plan approval was obtained. Update to reflect this progression from planning to development phase.","fact":{"content":"A development session started after plan approval was obtained","type":"procedural","confidence":0.9},"targetContent":"No implementation completed in this session — work was just initiated."},{"action":"none","confidence":0.92,"reason":"Candidate [5] already captures this fact: 'began reading hooks.ts to identify exact injection locations.' The new fact is a restatement of the same procedural action without additional details or context.","fact":{"content":"The hooks.ts file was being read to identify the exact locations where code injections occur or could be introduced","type":"procedural","confidence":0.95}},{"action":"update","targetMemoryId":"126510f1-c6bd-4a42-aa3c-91f3a2ddb532","confidence":0.8,"reason":"New fact documents the findings from the hooks.ts analysis work described in candidate [5]. The status note should be updated to reflect that specific injection vulnerabilities were identified and require remediation, superseding the 'began reading' status.","fact":{"content":"hooks.ts contains code with specific injection points or injection-vulnerable locations that require identification and remediation","type":"semantic","confidence":0.85},"targetContent":"### Status Session started with plan approval, began reading hooks.ts to identify exact injection locations."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: d2fc89f2-bc7c-4287-8597-a6bd7b80beb4
memory_id: 0eb85ffe-687a-460a-b5a5-f06d0dd9899c
job_type: extract
status: completed
leased_at: 2026-02-28T02:09:27.515Z
completed_at: 2026-02-28T02:10:10.999Z
created_at: 2026-02-28T02:05:47.888Z
updated_at: 2026-02-28T02:10:10.999Z
result:
  {"facts":[{"content":"Nicholai identified a UI refactoring task in the OpenMarketUI website project that requires consolidating two website sections into a single consolidated section","type":"fact","confidence":0.9},{"content":"A screenshot was provided to indicate which sections of the OpenMarketUI website should be consolidated during the refactoring task","type":"procedural","confidence":0.85},{"content":"The OpenMarketUI website section consolidation task is in its opening phase with specific sections and implementation approach not yet discussed","type":"fact","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"identified task in","target":"OpenMarketUI project","confidence":0.9},{"source":"OpenMarketUI website","relationship":"requires","target":"section consolidation refactoring","confidence":0.85},{"source":"OpenMarketUI website","relationship":"has sections to merge","target":"two website sections","confidence":0.9},{"source":"Task status","relationship":"is in","target":"opening phase","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents this exact fact: 'Nicholai started a session in the OpenMarketUI project and identified a UI refactoring task: two sections of the website need to be merged into a single consolidated section.' The new fact is redundant and already covered.","fact":{"content":"Nicholai identified a UI refactoring task in the OpenMarketUI website project that requires consolidating two website sections into a single consolidated section","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly captures this fact: 'The user provided a screenshot indicating which sections should be combined.' The new fact adds no new information and is entirely covered by the existing memory about the OpenMarketUI Website Section Consolidation.","fact":{"content":"A screenshot was provided to indicate which sections of the OpenMarketUI website should be consolidated during the refactoring task","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact information: OpenMarketUI website section consolidation task in opening phase with sections and approach not yet discussed","fact":{"content":"The OpenMarketUI website section consolidation task is in its opening phase with specific sections and implementation approach not yet discussed","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: 8a798a89-efec-44cb-8fb5-2b9009574218
memory_id: 174abb68-072b-4e43-b46a-b84ec97c52b5
job_type: extract
status: completed
leased_at: 2026-02-28T02:10:13.000Z
completed_at: 2026-02-28T02:11:12.206Z
created_at: 2026-02-28T02:07:10.143Z
updated_at: 2026-02-28T02:11:12.206Z
result:
  {"facts":[{"content":"Parth Gupta is a VFX creative director","type":"semantic","confidence":0.95},{"content":"Parth Gupta has worked with Post Malone, Pixomondo, Coinbase, and other major clients","type":"fact","confidence":0.9},{"content":"A portfolio website is being implemented for Parth Gupta, a VFX creative director","type":"fact","confidence":0.95},{"content":"Parth Gupta's portfolio website uses a cinematic, video-first design approach","type":"decision","confidence":0.85},{"content":"The implementation plan for Parth Gupta's portfolio website is structured in 9 phases","type":"procedural","confidence":0.9}],"entities":[{"source":"Parth Gupta","relationship":"profession","target":"VFX creative director","confidence":0.95},{"source":"Parth Gupta","relationship":"worked_with","target":"Post Malone","confidence":0.9},{"source":"Parth Gupta","relationship":"worked_with","target":"Pixomondo","confidence":0.9},{"source":"Parth Gupta","relationship":"worked_with","target":"Coinbase","confidence":0.9},{"source":"Portfolio website","relationship":"subject","target":"Parth Gupta","confidence":0.95},{"source":"Portfolio website","relationship":"design_approach","target":"cinematic, video-first","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate [5] already establishes that Parth Gupta is a VFX creative director and includes his portfolio background. New fact is redundant and fully covered.","fact":{"content":"Parth Gupta is a VFX creative director","type":"semantic","confidence":0.95}},{"action":"none","targetMemoryId":"174abb68-072b-4e43-b46a-b84ec97c52b5","confidence":0.95,"reason":"New fact is already covered in candidate [5], which explicitly mentions Parth Gupta's work with Post Malone, Pixomondo, Coinbase, and other major clients","fact":{"content":"Parth Gupta has worked with Post Malone, Pixomondo, Coinbase, and other major clients","type":"fact","confidence":0.9},"targetContent":"## Parth Gupta NukeFX Portfolio Website — Implementation Plan Session began with a comprehensive 9-phase implementation plan for building a cinematic, video-first portfolio site for Parth Gupta, a VFX creative director known for work with Post Malone, Pixomondo, Coinbase, and other major clients."},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the Parth Gupta portfolio website project with comprehensive implementation details (9-phase plan, cinematic video-first approach, client background). New fact is a lower-specificity restatement of existing memory.","fact":{"content":"A portfolio website is being implemented for Parth Gupta, a VFX creative director","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively documents Parth Gupta's video-first design approach with specific implementation details (hover-play thumbnails, fullscreen showreel hero, before/after sliders). The new fact is a summary of what's already captured in the existing Key Architectural Decisions entry.","fact":{"content":"Parth Gupta's portfolio website uses a cinematic, video-first design approach","type":"decision","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly covers this fact: 'comprehensive 9-phase implementation plan for building a cinematic, video-first portfolio site for Parth Gupta.' The new fact is redundant with existing memory.","fact":{"content":"The implementation plan for Parth Gupta's portfolio website is structured in 9 phases","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: ce923281-693e-4714-8ffe-c463917a22fd
memory_id: e8475e8a-1ab7-4db8-b822-82d4b5c7d342
job_type: extract
status: completed
leased_at: 2026-02-28T02:11:14.206Z
completed_at: 2026-02-28T02:13:11.575Z
created_at: 2026-02-28T02:07:10.160Z
updated_at: 2026-02-28T02:13:11.575Z
result:
  {"facts":[{"content":"The nukefx.com site uses dark mode as its primary user experience design","type":"decision","confidence":0.95},{"content":"The project uses Astro 5 as its static site generator framework","type":"fact","confidence":0.95},{"content":"The project uses React 19 for interactive components","type":"fact","confidence":0.95},{"content":"The project uses Tailwind CSS 4 for styling and design utilities","type":"fact","confidence":0.95},{"content":"The project uses GSAP ScrollTrigger for scroll-based animations and visual effects","type":"fact","confidence":0.95},{"content":"The project is deployed to Cloudflare Pages as its hosting platform","type":"fact","confidence":0.95},{"content":"The project already has initial scaffolding and project structure in place","type":"fact","confidence":0.95},{"content":"The current session is focused on planning the complete build path for the project, not on implementation","type":"procedural","confidence":0.9}],"entities":[{"source":"nukefx.com site","relationship":"targets","target":"dark mode as primary experience","confidence":0.95},{"source":"project","relationship":"uses","target":"Astro 5","confidence":0.95},{"source":"project","relationship":"uses","target":"React 19","confidence":0.95},{"source":"project","relationship":"uses","target":"Tailwind CSS 4","confidence":0.95},{"source":"project","relationship":"uses","target":"GSAP ScrollTrigger","confidence":0.95},{"source":"project","relationship":"deployed to","target":"Cloudflare Pages","confidence":0.95},{"source":"project","relationship":"has","target":"initial scaffolding","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate #5 (e8475e8a-1ab7-4db8-b822-82d4b5c7d342) already explicitly states 'The site targets nukefx.com with dark mode as the primary experience.' The new fact is fully covered by existing memory.","fact":{"content":"The nukefx.com site uses dark mode as its primary user experience design","type":"decision","confidence":0.95}},{"action":"update","targetMemoryId":"7c616f09-b75f-422a-8b61-e7da27303b56","confidence":0.92,"reason":"New fact specifies Astro version (5) for existing memory about Astro configuration. Candidate 1 covers the same project phase and should be updated to include version specificity.","fact":{"content":"The project uses Astro 5 as its static site generator framework","type":"fact","confidence":0.95},"targetContent":"**Phase 1 - Project Scaffolding:** Created Astro configuration and updated project metadata. Configured `astro.config.mjs` for static output at site `https://www.signetai.sh`."},{"action":"none","confidence":0.85,"reason":"React 19 usage is already documented in candidate [2], which specifically mentions the Compass project uses Next.js 15/React 19. Additionally, the CLAUDE.md context notes ooIDE uses Next.js 16/React 19. The new fact lacks project specificity and is covered by existing memories.","fact":{"content":"The project uses React 19 for interactive components","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"Specific tech stack detail (Tailwind CSS 4) not covered in existing memories. While candidates 4-5 address OpenMarketUI frontend design sessions, neither explicitly documents the styling framework used. This deserves its own focused technical memory.","fact":{"content":"The project uses Tailwind CSS 4 for styling and design utilities","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New fact provides specific technical detail about GSAP ScrollTrigger for scroll-based animations. While candidate [2] mentions scroll effects and interactions, it specifically references intersection observer, not GSAP ScrollTrigger. This is a distinct technical implementation detail worth capturing separately.","fact":{"content":"The project uses GSAP ScrollTrigger for scroll-based animations and visual effects","type":"fact","confidence":0.95}},{"action":"update","targetMemoryId":"07bf251e-31b6-48a4-9667-1d74dfecd9ca","confidence":0.92,"reason":"New fact confirms and clarifies current deployment status of the Astro website. Candidate [2] mentions past configuration; new fact provides definitive current state. Merge to reflect that the website is actively deployed to Cloudflare Pages.","fact":{"content":"The project is deployed to Cloudflare Pages as its hosting platform","type":"fact","confidence":0.95},"targetContent":"The Astro website at /mnt/work/dev/personal-projects/nicholai-work-2026/ was previously configured to auto-deploy to Cloudflare Pages on every push to main"},{"action":"update","targetMemoryId":"bb532e60-f868-41ab-86bf-73b3d6ce631a","confidence":0.95,"reason":"New fact confirms Phase 1 scaffolding is complete and already in place. Update candidate [2] to reflect that scaffolding phase is finished rather than pending.","fact":{"content":"The project already has initial scaffolding and project structure in place","type":"fact","confidence":0.95},"targetContent":"Phase 1 of the project involves scaffolding the Astro project with configuration setup"},{"action":"update","targetMemoryId":"c46258da-c29a-4eec-b3d7-5487a59cf47a","confidence":0.85,"reason":"New fact is more specific version of candidate 2. Both are procedural and describe session focus as planning/clarification rather than implementation. Merging to capture that the session specifically focused on planning the complete build path for the project.","fact":{"content":"The current session is focused on planning the complete build path for the project, not on implementation","type":"procedural","confidence":0.9},"targetContent":"This session focused on plan review and clarification activities rather than code implementation"}],"writeMode":"phase-c","writeStats":{"added":2,"updated":4,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":2},"warnings":[]}


id: a66f3885-0315-43b1-9493-78b2e117f752
memory_id: 247697b7-7bcd-42a8-bed3-42ae069e3c3c
job_type: extract
status: completed
leased_at: 2026-02-28T02:13:13.595Z
completed_at: 2026-02-28T02:14:21.044Z
created_at: 2026-02-28T02:07:10.176Z
updated_at: 2026-02-28T02:14:21.044Z
result:
  {"facts":[{"content":"The design direction is cinematic and editorial with dark, moody colors and generous negative space to allow the work to speak for itself","type":"decision","confidence":0.95},{"content":"Libre Baskerville (editorial weight) is used for headings in the design system","type":"decision","confidence":0.95},{"content":"Poppins (clean modern weight) is used for body text in the design system","type":"decision","confidence":0.95},{"content":"IBM Plex Mono is used for technical details in the design system","type":"decision","confidence":0.95},{"content":"The design philosophy prioritizes generous negative space and work-centric presentation over visual embellishment, allowing content to be the primary focus without distraction","type":"rationale","confidence":0.9}],"entities":[{"source":"design system","relationship":"uses","target":"Libre Baskerville","confidence":0.95},{"source":"design system","relationship":"uses","target":"Poppins","confidence":0.95},{"source":"design system","relationship":"uses","target":"IBM Plex Mono","confidence":0.95},{"source":"design aesthetic","relationship":"characterized by","target":"dark moody colors","confidence":0.95},{"source":"design aesthetic","relationship":"characterized by","target":"generous negative space","confidence":0.95},{"source":"headings","relationship":"uses typeface","target":"Libre Baskerville","confidence":0.95},{"source":"body text","relationship":"uses typeface","target":"Poppins","confidence":0.95},{"source":"technical details","relationship":"uses typeface","target":"IBM Plex Mono","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already contains this exact design direction: 'Cinematic and editorial—dark, moody, generous negative space where the work speaks for itself.' The new fact is a subset of existing memory and adds no new information.","fact":{"content":"The design direction is cinematic and editorial with dark, moody colors and generous negative space to allow the work to speak for itself","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already contains this exact information: 'Typography uses Libre Baskerville for headings (editorial weight)'. The new fact is fully covered by existing memory and adds no new information.","fact":{"content":"Libre Baskerville (editorial weight) is used for headings in the design system","type":"decision","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [4] already documents the typography system including 'Poppins for body (clean modern)', which fully covers the new fact. No additional action needed.","fact":{"content":"Poppins (clean modern weight) is used for body text in the design system","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New specific typography decision for design system. Existing candidates cover design system analysis and specifications but none mention font choices. This deserves its own memory entry as a design decision.","fact":{"content":"IBM Plex Mono is used for technical details in the design system","type":"decision","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"Candidate 5 already captures this philosophy explicitly ('generous negative space where the work speaks for itself') and adds implementation details (typography, color system). The new fact restates the same principle in different words without adding substantially new information to the existing memory.","fact":{"content":"The design philosophy prioritizes generous negative space and work-centric presentation over visual embellishment, allowing content to be the primary focus without distraction","type":"rationale","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: b429b064-2cd0-4788-8ea8-4f718dab1a45
memory_id: 83e9283f-e3fb-407f-8446-e2cf3d2dd317
job_type: extract
status: completed
leased_at: 2026-02-28T02:14:23.045Z
completed_at: 2026-02-28T02:15:28.204Z
created_at: 2026-02-28T02:07:10.192Z
updated_at: 2026-02-28T02:15:28.204Z
result:
  {"facts":[{"content":"The website color palette uses a warm amber/reddish oklch scheme instead of the default shadcn grayscale","type":"decision","confidence":0.95},{"content":"Hero video features GSAP parallax animation effects","type":"procedural","confidence":0.95},{"content":"Scroll-triggered reveal animations are used throughout the page","type":"procedural","confidence":0.95},{"content":"Project cards include hover-play interactive functionality","type":"procedural","confidence":0.95},{"content":"Motion design philosophy prioritizes restraint and selective use of animation to avoid gratuitous visual effects (gimmickry)","type":"rationale","confidence":0.9}],"entities":[{"source":"website color palette","relationship":"uses","target":"warm amber/reddish oklch scheme","confidence":0.95},{"source":"website color palette","relationship":"rejects","target":"default shadcn grayscale","confidence":0.95},{"source":"hero video","relationship":"implements","target":"GSAP parallax","confidence":0.95},{"source":"page design","relationship":"includes","target":"scroll-triggered reveals","confidence":0.95},{"source":"project cards","relationship":"feature","target":"hover-play animation","confidence":0.95},{"source":"motion design approach","relationship":"emphasizes","target":"controlled restraint","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [1] already contains this exact fact (warm amber/reddish oklch scheme) with additional context about motion design. New fact is redundant and less detailed.","fact":{"content":"The website color palette uses a warm amber/reddish oklch scheme instead of the default shadcn grayscale","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly documents 'GSAP parallax on hero video' as part of the motion control strategy. New fact is fully covered by existing memory.","fact":{"content":"Hero video features GSAP parallax animation effects","type":"procedural","confidence":0.95}},{"action":"update","targetMemoryId":"20e91920-6123-4ea0-a5d0-183ad67e35e7","confidence":0.92,"reason":"New fact is a specific implementation detail of the existing ScrollTrigger memory. Should merge into: 'The project uses GSAP ScrollTrigger for scroll-based animations, particularly scroll-triggered reveal animations used throughout the page'","fact":{"content":"Scroll-triggered reveal animations are used throughout the page","type":"procedural","confidence":0.95},"targetContent":"The project uses GSAP ScrollTrigger for scroll-based animations and visual effects"},{"action":"add","confidence":0.95,"reason":"New fact describes project cards with interactive hover-play functionality, while existing candidate describes stat cards with static styling. These are distinct component types with different purposes.","fact":{"content":"Project cards include hover-play interactive functionality","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"The motion design philosophy (restraint to avoid gimmickry) is already captured in candidate [4], which explicitly states: 'Motion is controlled... with restraint elsewhere to avoid gimmickry.' The new fact restates this same principle in more general terms but adds no new information beyond what's already documented.","fact":{"content":"Motion design philosophy prioritizes restraint and selective use of animation to avoid gratuitous visual effects (gimmickry)","type":"rationale","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: ddb9ae8e-142c-4a88-8858-288ce370570f
memory_id: dd078252-5edf-4542-baff-b30578b11f09
job_type: extract
status: completed
leased_at: 2026-02-28T02:15:30.206Z
completed_at: 2026-02-28T02:16:54.854Z
created_at: 2026-02-28T02:07:10.207Z
updated_at: 2026-02-28T02:16:54.854Z
result:
  {"facts":[{"content":"The portfolio website uses a video-first approach with hover-play thumbnails, fullscreen showreel hero section, and before/after sliders for VFX work","type":"decision","confidence":0.9},{"content":"The portfolio website uses Astro 5 Content Layer for content management with Projects and Blog collections","type":"decision","confidence":0.9},{"content":"The portfolio website contact form uses Resend for email integration with honeypot validation for bot protection","type":"decision","confidence":0.9},{"content":"The portfolio website is deployed via Cloudflare Wrangler Pages with Node.js compatibility flag enabled","type":"decision","confidence":0.9},{"content":"View Transitions compatibility was baked into the portfolio website architecture from the project start","type":"decision","confidence":0.85},{"content":"The portfolio website explicitly rejected custom cursor, pixel shadows, scanlines, and CRT styling visual effects","type":"decision","confidence":0.9},{"content":"Retro visual effects (custom cursor, pixel shadows, scanlines, CRT styling) were rejected because the portfolio is designed as an elegant editorial portfolio, not a gaming site","type":"rationale","confidence":0.9}],"entities":[{"source":"portfolio website","relationship":"uses","target":"video-first UI approach","confidence":0.9},{"source":"portfolio website","relationship":"uses","target":"Astro 5 Content Layer","confidence":0.9},{"source":"portfolio website","relationship":"uses","target":"Resend","confidence":0.9},{"source":"portfolio website","relationship":"uses","target":"Cloudflare Wrangler Pages","confidence":0.9},{"source":"portfolio website","relationship":"uses","target":"View Transitions","confidence":0.85},{"source":"portfolio website","relationship":"rejected","target":"retro visual effects","confidence":0.9},{"source":"contact form","relationship":"uses","target":"honeypot validation","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains this exact information: 'Video-first approach: hover-play thumbnails, fullscreen showreel hero, before/after sliders for VFX work'. The new fact is fully covered by existing memory.","fact":{"content":"The portfolio website uses a video-first approach with hover-play thumbnails, fullscreen showreel hero section, and before/after sliders for VFX work","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains this exact information: 'Content via Astro 5 Content Layer with Projects and Blog collections' as part of the Parth Gupta portfolio's key architectural decisions. The new fact is fully covered by existing memory.","fact":{"content":"The portfolio website uses Astro 5 Content Layer for content management with Projects and Blog collections","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 5 (dd078252-5edf-4542-baff-b30578b11f09) already contains this exact information: 'Contact form with Resend email integration and honeypot validation' as part of the Key Architectural Decisions for the portfolio website.","fact":{"content":"The portfolio website contact form uses Resend for email integration with honeypot validation for bot protection","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] (dd078252) already comprehensively covers this fact with explicit mention of 'Cloudflare Wrangler for Pages deployment with Node.js compat flag' as a key architectural decision","fact":{"content":"The portfolio website is deployed via Cloudflare Wrangler Pages with Node.js compatibility flag enabled","type":"decision","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"New fact is a specific technical architectural decision (View Transitions API compatibility) for a portfolio website. Existing candidates cover the portfolio website skill creation process and a specific project implementation, but none capture this architectural design decision. Should be stored as a standalone technical decision.","fact":{"content":"View Transitions compatibility was baked into the portfolio website architecture from the project start","type":"decision","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly documents this design decision: 'Explicitly rejected custom cursor, pixel shadows, scanlines, or CRT styling—this is an elegant editorial portfolio, not a gaming site.' The new fact is redundant.","fact":{"content":"The portfolio website explicitly rejected custom cursor, pixel shadows, scanlines, and CRT styling visual effects","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by candidate 5 (ID: dd078252-5edf-4542-baff-b30578b11f09), which explicitly documents the rejection of retro visual effects (custom cursor, pixel shadows, scanlines, CRT styling) with the exact same rationale (elegant editorial portfolio, not a gaming site). The existing memory is self-contained and recent.","fact":{"content":"Retro visual effects (custom cursor, pixel shadows, scanlines, CRT styling) were rejected because the portfolio is designed as an elegant editorial portfolio, not a gaming site","type":"rationale","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: 0ceca708-1e33-4cfa-affd-f45ee21f7ed6
memory_id: acd16ef3-10f0-40f3-a7cd-5e402872a3c3
job_type: extract
status: completed
leased_at: 2026-02-28T02:16:56.856Z
completed_at: 2026-02-28T02:17:20.344Z
created_at: 2026-02-28T02:07:10.223Z
updated_at: 2026-02-28T02:17:20.344Z
result:
  {"facts":[{"content":"The Open threads project implementation follows a sequential phased approach starting with Phase 0 (dependencies and config), followed by design system, layouts, navigation, content collections, component build-out, page creation, blog infrastructure, and contact system","type":"procedural","confidence":0.95}],"entities":[{"source":"Open threads project","relationship":"begins_with","target":"Phase 0 (dependencies and config)","confidence":0.95},{"source":"Phase 0","relationship":"precedes","target":"design system phase","confidence":0.95},{"source":"design system","relationship":"precedes","target":"layouts","confidence":0.95},{"source":"layouts","relationship":"precedes","target":"navigation","confidence":0.95},{"source":"navigation","relationship":"precedes","target":"content collections","confidence":0.95},{"source":"content collections","relationship":"precedes","target":"component build-out","confidence":0.95},{"source":"component build-out","relationship":"precedes","target":"page creation","confidence":0.95},{"source":"page creation","relationship":"precedes","target":"blog infrastructure","confidence":0.95},{"source":"blog infrastructure","relationship":"precedes","target":"contact system","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [5] already documents the exact same information about Open threads' 8-phase implementation plan, including Phase 0 through contact system. No new information to capture.","fact":{"content":"The Open threads project implementation follows a sequential phased approach starting with Phase 0 (dependencies and config), followed by design system, layouts, navigation, content collections, component build-out, page creation, blog infrastructure, and contact system","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: 3ad25559-e5f3-4507-b584-2f85f160e878
memory_id: 3ed38618-f871-4af5-b395-fa8fa63cab2c
job_type: extract
status: completed
leased_at: 2026-02-28T02:17:22.346Z
completed_at: 2026-02-28T02:18:37.068Z
created_at: 2026-02-28T02:08:01.530Z
updated_at: 2026-02-28T02:18:37.068Z
result:
  {"facts":[{"content":"Nicholai reviewed and validated the IG DM Wholesale Automation project against the client brief","type":"decision","confidence":0.95},{"content":"The IG DM Wholesale Automation project implements a 7-step buyer journey with automation","type":"semantic","confidence":0.95},{"content":"The IG DM Wholesale Automation project uses Make scenarios as part of its automation infrastructure","type":"fact","confidence":0.9},{"content":"The IG DM Wholesale Automation project integrates with Airtable for automation capabilities","type":"fact","confidence":0.9},{"content":"The IG DM Wholesale Automation project uses ManyChat for automation","type":"fact","confidence":0.9},{"content":"The IG DM Wholesale Automation project integrates with Shopify for automation","type":"fact","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"reviewed_and_validated","target":"IG DM Wholesale Automation project","confidence":0.95},{"source":"IG DM Wholesale Automation project","relationship":"implements","target":"7-step buyer journey","confidence":0.95},{"source":"IG DM Wholesale Automation project","relationship":"uses","target":"Make scenarios","confidence":0.9},{"source":"IG DM Wholesale Automation project","relationship":"integrates_with","target":"Airtable","confidence":0.9},{"source":"IG DM Wholesale Automation project","relationship":"uses","target":"ManyChat","confidence":0.9},{"source":"IG DM Wholesale Automation project","relationship":"integrates_with","target":"Shopify","confidence":0.9}],"proposals":[{"action":"add","confidence":0.95,"reason":"New fact describes validation work on IG DM Wholesale Automation project, which is distinct from existing memories covering Signetai review, ad prediction system proposal, and oddcore website alignment audits. No existing candidate covers this project.","fact":{"content":"Nicholai reviewed and validated the IG DM Wholesale Automation project against the client brief","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 2 (ID: 3ed38618-f871-4af5-b395-fa8fa63cab2c) already contains the exact same fact: 'implements a 7-step buyer journey with automation across Make scenarios, Airtable, ManyChat, and Shopify.' No new information to add or update.","fact":{"content":"The IG DM Wholesale Automation project implements a 7-step buyer journey with automation","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"The fact is already comprehensively covered by candidates [4] and [5]. Candidate [4] explicitly states the IG DM Wholesale Automation project uses Make scenarios across its automation infrastructure, and candidate [5] provides detailed breakdown of the 5 specific Make scenarios. No new information is added.","fact":{"content":"The IG DM Wholesale Automation project uses Make scenarios as part of its automation infrastructure","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already covers this fact. It describes the IG DM Wholesale Automation project implementing a 7-step buyer journey with automation across Make, Airtable, ManyChat, and Shopify. The new fact about Airtable integration is subsumed within this existing, more comprehensive memory.","fact":{"content":"The IG DM Wholesale Automation project integrates with Airtable for automation capabilities","type":"fact","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"New fact about ManyChat automation in IG DM Wholesale project has no match in existing candidates. It's distinct from deployment platform, styling frameworks, and typography choices already captured.","fact":{"content":"The IG DM Wholesale Automation project uses ManyChat for automation","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already documents the IG DM Wholesale Automation project and explicitly mentions Shopify as part of the automation (\"automation across Make scenarios, Airtable, ManyChat, and Shopify\"). This new fact is already captured.","fact":{"content":"The IG DM Wholesale Automation project integrates with Shopify for automation","type":"fact","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":2,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":2},"warnings":[]}


id: 2e8a8d15-b990-4707-b03f-b096c50ef005
memory_id: d6e86b99-1b59-45e4-b422-e58e5d81b078
job_type: extract
status: completed
leased_at: 2026-02-28T02:18:39.070Z
completed_at: 2026-02-28T02:19:31.314Z
created_at: 2026-02-28T02:08:01.544Z
updated_at: 2026-02-28T02:19:31.314Z
result:
  {"facts":[{"content":"All primary deliverables for the project are complete","type":"fact","confidence":0.95},{"content":"The Airtable Base contains 5 tables: Retailers, Orders, Message Log, Follow-up Queue, and Automations Log","type":"fact","confidence":0.95},{"content":"The Airtable Base has 7 pipeline stages that match the project brief requirements exactly","type":"fact","confidence":0.9},{"content":"All primary deliverables meet the project brief requirements","type":"fact","confidence":0.95}],"entities":[{"source":"Airtable Base","relationship":"contains","target":"5 tables (Retailers, Orders, Message Log, Follow-up Queue, Automations Log)","confidence":0.95},{"source":"Airtable Base","relationship":"has","target":"7 pipeline stages","confidence":0.9},{"source":"primary deliverables","relationship":"meet","target":"brief requirements","confidence":0.95},{"source":"primary deliverables","relationship":"status","target":"complete","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [5] already covers this fact with specific details about which deliverables are complete (Airtable Base with 5 tables and 7 pipeline stages meeting brief requirements). New fact adds no new information.","fact":{"content":"All primary deliverables for the project are complete","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"New fact is already comprehensively covered in candidate 5 (ID: d6e86b99-1b59-45e4-b422-e58e5d81b078), which explicitly documents the Airtable Base with all 5 tables listed (Retailers, Orders, Message Log, Follow-up Queue, Automations Log)","fact":{"content":"The Airtable Base contains 5 tables: Retailers, Orders, Message Log, Follow-up Queue, and Automations Log","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate [5] already documents that the Airtable Base has '7 pipeline stages matching brief exactly' as part of completed deliverables. New fact provides no additional information beyond what's already captured.","fact":{"content":"The Airtable Base has 7 pipeline stages that match the project brief requirements exactly","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 5 already captures this exact statement: 'All primary deliverables are complete and meet brief requirements' with additional context about the Airtable Base deliverables. The new fact is subsumed by existing memory.","fact":{"content":"All primary deliverables meet the project brief requirements","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: 9ce3e0dd-6878-4516-b2e7-25e2c7c84a31
memory_id: 45ca6d0c-7f9c-4f9a-bade-3bb99b423730
job_type: extract
status: completed
leased_at: 2026-02-28T02:19:33.316Z
completed_at: 2026-02-28T02:20:27.102Z
created_at: 2026-02-28T02:08:01.555Z
updated_at: 2026-02-28T02:20:27.102Z
result:
  {"facts":[{"content":"The system includes a kanban board view for task or item management","type":"semantic","confidence":0.95},{"content":"The system includes a follow-up queue view","type":"semantic","confidence":0.95},{"content":"The system includes a draft order readiness view","type":"semantic","confidence":0.95},{"content":"The system includes an error tracking view","type":"semantic","confidence":0.95}],"entities":[{"source":"system","relationship":"includes","target":"kanban board view","confidence":0.95},{"source":"system","relationship":"includes","target":"follow-up queue view","confidence":0.95},{"source":"system","relationship":"includes","target":"draft order readiness view","confidence":0.95},{"source":"system","relationship":"includes","target":"error tracking view","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already covered by existing candidates [1] and [3], both of which explicitly mention kanban board/view as part of the system's available views. No new information added.","fact":{"content":"The system includes a kanban board view for task or item management","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents that views include 'follow-up queue' among other views (kanban board, draft order readiness, error tracking). The new fact is already covered.","fact":{"content":"The system includes a follow-up queue view","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate 3, which explicitly lists 'draft order readiness' as one of the system views alongside kanban board, follow-up queue, and error tracking.","fact":{"content":"The system includes a draft order readiness view","type":"semantic","confidence":0.95}},{"action":"update","targetMemoryId":"89532a91-92f7-4598-8f32-ff12ebf7836b","confidence":0.9,"reason":"New fact describes the presence of an error tracking view, which directly complements the existing memory about the stage-keyed error taxonomy. These should be merged to show that the taxonomy is exposed through a view interface.","fact":{"content":"The system includes an error tracking view","type":"semantic","confidence":0.95},"targetContent":"Error tracking is organized by a **stage-keyed taxonomy** with six stages: extraction, decision, embedding, mutation, and connector. Each stage has specific error codes (e.g., EXTRACTION_TIMEOUT, DECISION_INVALID, EMBEDDING_PROVIDER_DOWN)."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: a5b65059-1521-46c6-a711-e2e4b47efb2f
memory_id: be708866-6034-4c79-975b-3de0c1f7918a
job_type: extract
status: completed
leased_at: 2026-02-28T02:20:29.118Z
completed_at: 2026-02-28T02:21:45.797Z
created_at: 2026-02-28T02:08:01.566Z
updated_at: 2026-02-28T02:21:45.797Z
result:
  {"facts":[{"content":"The Make automation system consists of five scenarios that together implement a complete end-to-end flow","type":"fact","confidence":0.95},{"content":"Scenario 1 handles reply processing with intent classification to categorize incoming customer responses","type":"procedural","confidence":0.95},{"content":"Scenario 2 extracts email addresses and shipping information from customer replies","type":"procedural","confidence":0.95},{"content":"Scenario 3 creates Shopify draft orders populated with starter pack templates based on extracted customer data","type":"procedural","confidence":0.95},{"content":"Scenario 4 detects incoming payments and updates the automation pipeline to reflect payment status","type":"procedural","confidence":0.95},{"content":"Scenario 5 implements a follow-up engine that sends daily reminders to customers and nudges them with reorder opportunities","type":"procedural","confidence":0.95}],"entities":[{"source":"Make automation system","relationship":"consists of","target":"5 scenarios","confidence":0.95},{"source":"Scenario 1","relationship":"processes","target":"customer replies with intent classification","confidence":0.95},{"source":"Scenario 2","relationship":"extracts","target":"email and shipping information","confidence":0.95},{"source":"Scenario 3","relationship":"creates","target":"Shopify draft orders","confidence":0.95},{"source":"Scenario 3","relationship":"uses","target":"starter pack templates","confidence":0.95},{"source":"Scenario 4","relationship":"detects","target":"payments","confidence":0.95},{"source":"Scenario 5","relationship":"sends","target":"daily reminders and reorder nudges","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [3] already comprehensively covers this fact, providing both the high-level statement (5 scenarios implement the full flow) and specific details about each scenario's purpose","fact":{"content":"The Make automation system consists of five scenarios that together implement a complete end-to-end flow","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate 3 already captures that Scenario 1 performs 'reply processing with intent classification' as part of the Make Scenarios overview. The new fact elaborates the purpose ('to categorize incoming customer responses') but adds no new distinct information beyond what's already documented.","fact":{"content":"Scenario 1 handles reply processing with intent classification to categorize incoming customer responses","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate #4 (be708866...) already documents Scenario 2 as 'email/shipping info extraction' - the new fact is redundant and already covered by existing memory","fact":{"content":"Scenario 2 extracts email addresses and shipping information from customer replies","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate 3 already captures this information: 'Scenario 3: Shopify draft order creation with starter pack templates.' The new fact adds minor detail about 'based on extracted customer data' but this is already implied in the scenario flow context (scenario 2 extracts customer data). No new distinct information that warrants separate storage.","fact":{"content":"Scenario 3 creates Shopify draft orders populated with starter pack templates based on extracted customer data","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate [4], which explicitly lists Scenario 4 as 'payment detection and pipeline update'. No new information to add or update.","fact":{"content":"Scenario 4 detects incoming payments and updates the automation pipeline to reflect payment status","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [1] already contains this exact detail: 'Scenario 5: follow-up engine with daily reminders and reorder nudges' as part of the 5-scenario overview. No new information to add or update.","fact":{"content":"Scenario 5 implements a follow-up engine that sends daily reminders to customers and nudges them with reorder opportunities","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: 1e89fe91-97bf-45b2-a181-34f1230d5dd2
memory_id: 1bd63868-ab79-4592-b8c0-49f4b1a18cf1
job_type: extract
status: completed
leased_at: 2026-02-28T02:21:47.799Z
completed_at: 2026-02-28T02:22:41.338Z
created_at: 2026-02-28T02:08:01.578Z
updated_at: 2026-02-28T02:22:41.338Z
result:
  {"facts":[{"content":"The Shopify Integration includes draft order automation with 3 starter pack templates","type":"fact","confidence":0.95},{"content":"The Shopify Integration provides three starter templates: Best Sellers, New Arrivals, and Full Range Sample","type":"fact","confidence":0.95},{"content":"The Shopify Integration uses webhook detection to identify payment completion events","type":"fact","confidence":0.95},{"content":"The Shopify Integration generates invoices for completed orders","type":"fact","confidence":0.95},{"content":"The Shopify Integration sends order notifications via direct message and email","type":"fact","confidence":0.95}],"entities":[{"source":"Shopify Integration","relationship":"includes","target":"draft order automation","confidence":0.95},{"source":"Shopify Integration","relationship":"has template","target":"Best Sellers","confidence":0.95},{"source":"Shopify Integration","relationship":"has template","target":"New Arrivals","confidence":0.95},{"source":"Shopify Integration","relationship":"has template","target":"Full Range Sample","confidence":0.95},{"source":"Shopify Integration","relationship":"detects via webhooks","target":"payment completion","confidence":0.95},{"source":"Shopify Integration","relationship":"generates","target":"invoices","confidence":0.95},{"source":"Shopify Integration","relationship":"sends notifications via","target":"direct message and email","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains this exact information: 'Draft order automation with 3 starter pack templates (Best Sellers, New Arrivals, Full Range Sample)'. The new fact is fully subsumed by existing memory.","fact":{"content":"The Shopify Integration includes draft order automation with 3 starter pack templates","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"The Shopify Integration provides three starter templates: Best Sellers, New Arrivals, and Full Range Sample","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate [3] (ID: 1bd63868-ab79-4592-b8c0-49f4b1a18cf1), which explicitly mentions 'Webhook detection for payment completion' as part of the Shopify Integration description. No new information to capture.","fact":{"content":"The Shopify Integration uses webhook detection to identify payment completion events","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents this: 'Shopify Integration — Draft order automation... Invoice generation and DM/email sending.' The new fact is already captured as part of the Shopify Integration memory.","fact":{"content":"The Shopify Integration generates invoices for completed orders","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this detail: 'Shopify Integration — Draft order automation with 3 starter pack templates... Invoice generation and DM/email sending.' The new fact about order notifications via DM/email is already covered by the existing memory.","fact":{"content":"The Shopify Integration sends order notifications via direct message and email","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 44990d85-802a-4cb9-b0b8-eb4a362a7a3f
memory_id: c6f13eb6-09fa-40a2-8080-f935d894638e
job_type: extract
status: completed
leased_at: 2026-02-28T02:22:43.340Z
completed_at: 2026-02-28T02:23:34.097Z
created_at: 2026-02-28T02:08:01.590Z
updated_at: 2026-02-28T02:23:34.097Z
result:
  {"facts":[{"content":"ManyChat Flows enables inbound reply routing based on keyword triggers","type":"semantic","confidence":0.95},{"content":"ManyChat Flows supports quick-reply buttons for automated response options","type":"semantic","confidence":0.95},{"content":"ManyChat Flows includes a 24-hour automation pause feature that activates when live chat support takes over","type":"semantic","confidence":0.9},{"content":"ManyChat Flows provides 14 pre-configured response templates that span all stages of the buyer journey","type":"semantic","confidence":0.95}],"entities":[{"source":"ManyChat Flows","relationship":"enables","target":"inbound reply routing","confidence":0.95},{"source":"ManyChat Flows","relationship":"uses","target":"keyword triggers","confidence":0.95},{"source":"ManyChat Flows","relationship":"supports","target":"quick-reply buttons","confidence":0.95},{"source":"ManyChat Flows","relationship":"includes","target":"24-hour automation pause","confidence":0.9},{"source":"ManyChat Flows","relationship":"pauses on","target":"live chat takeover","confidence":0.9},{"source":"ManyChat Flows","relationship":"provides","target":"14 response templates","confidence":0.95},{"source":"response templates","relationship":"cover","target":"buyer journey stages","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate [5] (ID: c6f13eb6-09fa-40a2-8080-f935d894638e), which explicitly documents ManyChat Flows inbound reply routing with keyword triggers as part of its comprehensive description. No new information to add.","fact":{"content":"ManyChat Flows enables inbound reply routing based on keyword triggers","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly mentions 'quick-reply buttons' as a ManyChat Flows feature. The new fact is redundant with existing memory.","fact":{"content":"ManyChat Flows supports quick-reply buttons for automated response options","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already documents the 24-hour automation pause feature on live chat takeover as part of ManyChat Flows capabilities. New fact is redundant.","fact":{"content":"ManyChat Flows includes a 24-hour automation pause feature that activates when live chat support takes over","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already states '14 response templates covering all buyer journey stages' — this is an exact match with the new fact about ManyChat Flows.","fact":{"content":"ManyChat Flows provides 14 pre-configured response templates that span all stages of the buyer journey","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: 21aa3844-6987-4cdc-8a6a-20e17bdd0da9
memory_id: fba8dafb-3285-4bc0-a29d-33777153db89
job_type: extract
status: completed
leased_at: 2026-02-28T02:23:36.098Z
completed_at: 2026-02-28T02:24:32.692Z
created_at: 2026-02-28T02:08:01.600Z
updated_at: 2026-02-28T02:24:32.692Z
result:
  {"facts":[{"content":"SETUP.md contains a 6-step setup process and testing checklist for the project","type":"procedural","confidence":0.95},{"content":"architecture.md contains an ASCII flow diagram documenting the project architecture","type":"semantic","confidence":0.95},{"content":"architecture.md contains a 6-step journey describing how the project works","type":"procedural","confidence":0.95},{"content":"architecture.md documents the tech stack used in the project","type":"semantic","confidence":0.95},{"content":"The project has three primary documentation files: SETUP.md, architecture.md, and README.md","type":"fact","confidence":0.95}],"entities":[{"source":"SETUP.md","relationship":"contains","target":"6-step setup process","confidence":0.95},{"source":"SETUP.md","relationship":"contains","target":"testing checklist","confidence":0.95},{"source":"architecture.md","relationship":"contains","target":"ASCII flow diagram","confidence":0.95},{"source":"architecture.md","relationship":"documents","target":"6-step journey","confidence":0.95},{"source":"architecture.md","relationship":"documents","target":"tech stack","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate 5 already documents that SETUP.md contains a 6-step setup process and testing checklist. The new fact is fully covered by existing memory.","fact":{"content":"SETUP.md contains a 6-step setup process and testing checklist for the project","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents that architecture.md contains an ASCII flow diagram as part of its content summary. New fact adds no novel information.","fact":{"content":"architecture.md contains an ASCII flow diagram documenting the project architecture","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents that architecture.md contains a '6-step journey'. New fact is redundant and fully covered by existing memory.","fact":{"content":"architecture.md contains a 6-step journey describing how the project works","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents that architecture.md contains the tech stack, along with ASCII flow diagram and 6-step journey details. No new information to add.","fact":{"content":"architecture.md documents the tech stack used in the project","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents these three primary files (SETUP.md, architecture.md, README.md) with additional detail about their contents","fact":{"content":"The project has three primary documentation files: SETUP.md, architecture.md, and README.md","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: 3f4bf3b7-28a0-4eb9-b697-886231e771fa
memory_id: 66b111bd-a027-49bc-863a-08f955c5df43
job_type: extract
status: completed
leased_at: 2026-02-28T02:24:34.693Z
completed_at: 2026-02-28T02:25:38.729Z
created_at: 2026-02-28T02:08:01.615Z
updated_at: 2026-02-28T02:25:38.729Z
result:
  {"facts":[{"content":"Loom walkthrough is not included in the repository and is expected to be delivered as a separate deliverable","type":"fact","confidence":0.95},{"content":"starter-pack-templates.json contains placeholder values for Shopify variant IDs, SKUs, and prices that require real values before production deployment","type":"fact","confidence":0.95},{"content":"No explicit error alerting is configured; the Automations Log captures errors but does not send notifications","type":"fact","confidence":0.95},{"content":"The Brandboom link is implemented as static/hardcoded text rather than dynamically looked up at runtime","type":"fact","confidence":0.95},{"content":"There is no fallback mechanism for messages sent outside Instagram's 24-hour message window; this limitation is acknowledged but not yet implemented","type":"fact","confidence":0.95}],"entities":[{"source":"Loom walkthrough","relationship":"not_included_in","target":"repository","confidence":0.95},{"source":"starter-pack-templates.json","relationship":"contains_placeholder_values","target":"Shopify variant IDs, SKUs, prices","confidence":0.95},{"source":"Automations Log","relationship":"captures_but_does_not_alert","target":"errors","confidence":0.95},{"source":"Brandboom link","relationship":"is_implemented_as","target":"static/hardcoded","confidence":0.95},{"source":"Instagram messaging","relationship":"has_limitation","target":"24-hour message window with no fallback","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"This fact is already documented in candidate #5 (ID: 66b111bd-a027-49bc-863a-08f955c5df43) as the first item in the 'Gaps Identified' section: 'Loom walkthrough not in repo (expected as separate deliverable)'. No new memory storage needed.","fact":{"content":"Loom walkthrough is not included in the repository and is expected to be delivered as a separate deliverable","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already captured in candidate [4] (Gaps Identified), which explicitly lists 'Placeholder values in starter-pack-templates.json need real Shopify variant IDs/SKUs/prices before deployment' as the second gap. No new information or refinement needed.","fact":{"content":"starter-pack-templates.json contains placeholder values for Shopify variant IDs, SKUs, and prices that require real values before production deployment","type":"fact","confidence":0.95}},{"action":"add","confidence":0.92,"reason":"New fact identifies a specific gap: error logging exists but alerting/notifications are not configured. This complements existing memories about error tracking (candidate 5) and logging improvements (candidate 3), but is distinct—it documents the absence of proactive notification mechanisms. Should be stored separately as a technical limitation to address.","fact":{"content":"No explicit error alerting is configured; the Automations Log captures errors but does not send notifications","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"This fact is already documented in candidate [5] (ID: 66b111bd-a027-49bc-863a-08f955c5df43) as gap #4 in the Gaps Identified section: 'Brandboom link is static/hardcoded, not dynamically looked up'","fact":{"content":"The Brandboom link is implemented as static/hardcoded text rather than dynamically looked up at runtime","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Exact fact already exists in candidate [5] as item #5 in the Gaps Identified section: 'No fallback for messages outside Instagram's 24-hour window (acknowledged but not implemented)'","fact":{"content":"There is no fallback mechanism for messages sent outside Instagram's 24-hour message window; this limitation is acknowledged but not yet implemented","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: a1ab4cb3-14ce-4750-809c-d5ff5f7c03f1
memory_id: aab4fe59-0d4b-43fd-82ca-21f4d54a9b9f
job_type: extract
status: completed
leased_at: 2026-02-28T02:25:40.730Z
completed_at: 2026-02-28T02:26:27.648Z
created_at: 2026-02-28T02:08:01.629Z
updated_at: 2026-02-28T02:26:27.648Z
result:
  {"facts":[{"content":"End-to-end testing for the AI system requires 3 phases: (1) OpenAI prompt validation, (2) component integration testing, (3) edge case testing","type":"procedural","confidence":0.9},{"content":"The system comprises 4 AI components: intent classifier, info extractor, DM drafter, and recommendation engine","type":"semantic","confidence":0.9},{"content":"Detailed test cases have been documented for all 4 AI components (intent classifier, info extractor, DM drafter, recommendation engine)","type":"fact","confidence":0.85}],"entities":[{"source":"end-to-end testing","relationship":"requires phase","target":"OpenAI prompt validation","confidence":0.9},{"source":"end-to-end testing","relationship":"requires phase","target":"component integration testing","confidence":0.9},{"source":"end-to-end testing","relationship":"requires phase","target":"edge case testing","confidence":0.9},{"source":"testing plan","relationship":"covers","target":"intent classifier","confidence":0.9},{"source":"testing plan","relationship":"covers","target":"info extractor","confidence":0.9},{"source":"testing plan","relationship":"covers","target":"DM drafter","confidence":0.9},{"source":"testing plan","relationship":"covers","target":"recommendation engine","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate [5] (ID: aab4fe59-0d4b-43fd-82ca-21f4d54a9b9f), which contains the identical testing plan structure (3 phases: OpenAI prompt validation, component integration, edge cases) plus additional context about the 4 specific AI components","fact":{"content":"End-to-end testing for the AI system requires 3 phases: (1) OpenAI prompt validation, (2) component integration testing, (3) edge case testing","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"The 4 AI components (intent classifier, info extractor, DM drafter, recommendation engine) are already explicitly documented in candidates [4] and [5], which provide detailed context about their roles in the Make Scenarios and testing plan. The new fact adds no new information.","fact":{"content":"The system comprises 4 AI components: intent classifier, info extractor, DM drafter, and recommendation engine","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents this exact fact: 'Detailed test cases documented for all 4 AI components (intent classifier, info extractor, DM drafter, recommendation engine).' The new fact adds no new information and is fully covered by existing memory.","fact":{"content":"Detailed test cases have been documented for all 4 AI components (intent classifier, info extractor, DM drafter, recommendation engine)","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: 1402ab63-48c7-4702-9e0d-f804915731bd
memory_id: d4a067da-be29-4c6c-ad77-b9518e3d5bc2
job_type: extract
status: completed
leased_at: 2026-02-28T02:26:29.650Z
completed_at: 2026-02-28T02:27:03.405Z
created_at: 2026-02-28T02:09:58.134Z
updated_at: 2026-02-28T02:27:03.405Z
result:
  {"facts":[{"content":"Nicholai developed a comprehensive merge plan to unify two divergent research automation codebases","type":"decision","confidence":0.95},{"content":"The research automation pipeline merge plan aims to consolidate two divergent codebases into a single dual-editor system","type":"decision","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"developed","target":"comprehensive merge plan","confidence":0.95},{"source":"merge plan","relationship":"unifies","target":"two divergent research automation codebases","confidence":0.9},{"source":"merge plan","relationship":"creates","target":"single dual-editor system","confidence":0.9}],"proposals":[{"action":"none","confidence":0.92,"reason":"The merge plan decision is already comprehensively documented in candidates 3-5, which capture the destination repository (isaac-research-chain), file organization strategy, and 11-step implementation sequence. The new fact is a high-level summary that adds no novel information beyond what these existing memories cover in detail.","fact":{"content":"Nicholai developed a comprehensive merge plan to unify two divergent research automation codebases","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is comprehensively covered by existing candidate [2], which already captures the goal of unifying two divergent research automation codebases into a single dual-editor system. Candidates [3-5] provide additional implementation details. No new information to add or update.","fact":{"content":"The research automation pipeline merge plan aims to consolidate two divergent codebases into a single dual-editor system","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: 768baff2-6ff7-4a30-b7b5-c6cd8a817f26
memory_id: a8ffba3c-52b7-4347-9b7c-d0a6498dbdb3
job_type: extract
status: completed
leased_at: 2026-02-28T02:27:05.406Z
completed_at: 2026-02-28T02:28:11.412Z
created_at: 2026-02-28T02:09:58.144Z
updated_at: 2026-02-28T02:28:11.412Z
result:
  {"facts":[{"content":"The `chain/` pipeline is native to Claude Code","type":"semantic","confidence":0.95},{"content":"The `isaac-research-chain/` pipeline is native to Cursor","type":"semantic","confidence":0.95},{"content":"The `chain/` and `isaac-research-chain/` pipelines automate the same biological evidence research workflow","type":"fact","confidence":0.95},{"content":"The evidence research pipeline accepts a biological mechanism and ingredient list as inputs","type":"procedural","confidence":0.95},{"content":"The evidence research pipeline produces a ranked, cited evidence report sourced from PubMed","type":"procedural","confidence":0.95}],"entities":[{"source":"chain/ pipeline","relationship":"native_to","target":"Claude Code","confidence":0.95},{"source":"isaac-research-chain/ pipeline","relationship":"native_to","target":"Cursor","confidence":0.95},{"source":"chain/ pipeline","relationship":"implements","target":"biological evidence workflow","confidence":0.95},{"source":"isaac-research-chain/ pipeline","relationship":"implements","target":"biological evidence workflow","confidence":0.95},{"source":"biological evidence workflow","relationship":"accepts_input","target":"biological mechanism","confidence":0.95},{"source":"biological evidence workflow","relationship":"accepts_input","target":"ingredient list","confidence":0.95},{"source":"biological evidence workflow","relationship":"produces","target":"ranked cited evidence report","confidence":0.95},{"source":"ranked cited evidence report","relationship":"sourced_from","target":"PubMed","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing memory [5] already captures that the `chain/` pipeline is Claude Code native. The new fact is subsumed by the fuller context already stored.","fact":{"content":"The `chain/` pipeline is native to Claude Code","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already states: 'The `isaac-research-chain/` (Cursor native)' which directly covers the new fact. No update needed.","fact":{"content":"The `isaac-research-chain/` pipeline is native to Cursor","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already captures this exact relationship: both pipelines automate the same workflow, taking biological mechanism + ingredient list input and producing evidence reports via PubMed. The new fact is a subset of what's already documented.","fact":{"content":"The `chain/` and `isaac-research-chain/` pipelines automate the same biological evidence research workflow","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidates [4] and [5], which both explicitly state the pipeline accepts biological mechanism + ingredient list as inputs. No new information to capture.","fact":{"content":"The evidence research pipeline accepts a biological mechanism and ingredient list as inputs","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly states that both implementations produce 'a ranked, cited evidence report via PubMed'. The new fact is a near-duplicate with no additional novel information.","fact":{"content":"The evidence research pipeline produces a ranked, cited evidence report sourced from PubMed","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: f709dbdf-6588-4b0c-b424-383685f0653a
memory_id: af09d706-521a-44dd-a1cc-c4217dd35e58
job_type: extract
status: completed
leased_at: 2026-02-28T02:28:13.413Z
completed_at: 2026-02-28T02:28:45.461Z
created_at: 2026-02-28T02:09:58.155Z
updated_at: 2026-02-28T02:28:45.461Z
result:
  {"facts":[{"content":"A merge operation targets the `isaac-research-chain` repository as the destination repository","type":"decision","confidence":0.95},{"content":"The `isaac-research-chain` repository was chosen as the merge destination because it has existing git history, making it suitable for preserving project continuity","type":"rationale","confidence":0.9}],"entities":[{"source":"merge operation","relationship":"targets","target":"`isaac-research-chain` repository","confidence":0.95},{"source":"`isaac-research-chain` repository","relationship":"has","target":"existing git history","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact fact: 'The merge targets `isaac-research-chain` as the destination repository since it has existing git history.' The new fact contains no additional information.","fact":{"content":"A merge operation targets the `isaac-research-chain` repository as the destination repository","type":"decision","confidence":0.95}},{"action":"update","targetMemoryId":"af09d706-521a-44dd-a1cc-c4217dd35e58","confidence":0.95,"reason":"New fact is essentially identical to candidate [4] but adds explicit rationale ('preserving project continuity'). Merge to create a more complete version with both the decision and its justification.","fact":{"content":"The `isaac-research-chain` repository was chosen as the merge destination because it has existing git history, making it suitable for preserving project continuity","type":"rationale","confidence":0.9},"targetContent":"The merge targets `isaac-research-chain` as the destination repository since it has existing git history."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 76a94398-ab70-4655-8dac-26db8599611a
memory_id: 603aaacd-a67a-4e6d-9e55-fc8c5805a0ef
job_type: extract
status: completed
leased_at: 2026-02-28T02:28:47.462Z
completed_at: 2026-02-28T02:29:39.105Z
created_at: 2026-02-28T02:09:58.167Z
updated_at: 2026-02-28T02:29:39.105Z
result:
  {"facts":[{"content":"A prompt quality comparison was conducted evaluating five prompts, finding Isaac's versions to be significantly more detailed than the comparison baseline","type":"fact","confidence":0.85},{"content":"Isaac's prompt versions are 2-3x larger in size compared to the baseline prompt versions","type":"fact","confidence":0.85},{"content":"Isaac's prompt versions contain better examples than the baseline prompt versions","type":"fact","confidence":0.85},{"content":"Isaac's prompt versions contain better field descriptions than the baseline prompt versions","type":"fact","confidence":0.85}],"entities":[{"source":"Isaac","relationship":"authored","target":"improved prompt versions","confidence":0.85},{"source":"Isaac's prompt versions","relationship":"larger than","target":"baseline prompt versions","confidence":0.85},{"source":"Isaac's prompt versions","relationship":"contain_better_examples_than","target":"baseline prompt versions","confidence":0.85},{"source":"Isaac's prompt versions","relationship":"contain_better_field_descriptions_than","target":"baseline prompt versions","confidence":0.85},{"source":"quality comparison analysis","relationship":"evaluated","target":"five prompts","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] (603aaacd-a67a-4e6d-9e55-fc8c5805a0ef) already captures this exact fact: prompt quality comparison showing Isaac's versions are significantly more detailed across five prompts. The new fact is a duplicate of existing memory.","fact":{"content":"A prompt quality comparison was conducted evaluating five prompts, finding Isaac's versions to be significantly more detailed than the comparison baseline","type":"fact","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact information: 'isaac's versions are significantly more detailed (2-3x larger), with better examples and field descriptions across all five prompts.' The new fact is a subset of existing memory.","fact":{"content":"Isaac's prompt versions are 2-3x larger in size compared to the baseline prompt versions","type":"fact","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already captures this insight as part of a broader quality analysis stating Isaac's versions have 'better examples' alongside being '2-3x larger' with better field descriptions. The new fact is a specific instance of what's already documented.","fact":{"content":"Isaac's prompt versions contain better examples than the baseline prompt versions","type":"fact","confidence":0.85}},{"action":"none","confidence":0.92,"reason":"Existing candidate [1] already covers this fact in detail: it explicitly states Isaac's versions have 'better field descriptions' and are '2-3x larger' with 'better examples.' The new fact is subsumed by the existing, more comprehensive memory.","fact":{"content":"Isaac's prompt versions contain better field descriptions than the baseline prompt versions","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: e9df187d-e663-4213-a198-07248b12e5a9
memory_id: 4f07910d-3775-4dff-bdd6-53f2687a4ab9
job_type: extract
status: completed
leased_at: 2026-02-28T02:29:41.106Z
completed_at: 2026-02-28T02:30:10.994Z
created_at: 2026-02-28T02:09:58.180Z
updated_at: 2026-02-28T02:30:10.994Z
result:
  {"facts":[{"content":"All prompts from isaac's codebase will be retained in the system","type":"decision","confidence":0.9},{"content":"Chain's prompt versions are terser (abbreviated) versions that represent subsets of isaac's original prompt content","type":"semantic","confidence":0.9}],"entities":[{"source":"isaac's codebase","relationship":"source of","target":"prompts","confidence":0.9},{"source":"chain","relationship":"uses terser versions of","target":"isaac's prompts","confidence":0.9},{"source":"chain's prompts","relationship":"derived from","target":"isaac's prompts","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"This fact is already captured in candidate [4f07910d], which states 'All prompts will be retained from isaac's codebase; chain's terser versions are subsets of isaac's content.' The new fact is the same decision expressed slightly differently.","fact":{"content":"All prompts from isaac's codebase will be retained in the system","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 3 (4f07910d-3775-4dff-bdd6-53f2687a4ab9) already captures this exact relationship: 'chain's terser versions are subsets of isaac's content.' The new fact adds no additional information beyond what's already documented.","fact":{"content":"Chain's prompt versions are terser (abbreviated) versions that represent subsets of isaac's original prompt content","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: 375ae404-065f-4d03-84bc-7150ab2ee9da
memory_id: 72d15ddb-419b-4d35-aa6d-c5382e3d02c2
job_type: extract
status: completed
leased_at: 2026-02-28T02:30:13.012Z
completed_at: 2026-02-28T02:31:33.266Z
created_at: 2026-02-28T02:09:58.191Z
updated_at: 2026-02-28T02:31:33.266Z
result:
  {"facts":[{"content":"Sequential batching strategy processes step 3 analysis in 6 batches of 3 ingredients each","type":"procedural","confidence":0.95},{"content":"Sequential batching produces more thorough per-ingredient analysis compared to parallel batching","type":"semantic","confidence":0.9},{"content":"Sequential batching for step 3 analysis takes 12-15 minutes to complete","type":"fact","confidence":0.95},{"content":"Parallel batching strategy uses 3 agents, each processing approximately 6 ingredients","type":"procedural","confidence":0.95},{"content":"Parallel batching completes step 3 analysis in 5-7 minutes","type":"fact","confidence":0.95},{"content":"Parallel batching produces slightly less per-ingredient focus than sequential batching","type":"semantic","confidence":0.9},{"content":"Step 3 ingredient analysis involves a speed vs thoroughness tradeoff: sequential batching prioritizes thorough per-ingredient analysis over execution time (12-15 min), while parallel batching prioritizes execution speed (5-7 min) at the cost of reduced per-ingredient focus","type":"rationale","confidence":0.9}],"entities":[{"source":"sequential batching","relationship":"processes","target":"6 batches of 3 ingredients","confidence":0.95},{"source":"sequential batching","relationship":"produces","target":"more thorough per-ingredient analysis","confidence":0.9},{"source":"sequential batching","relationship":"requires time","target":"12-15 minutes","confidence":0.95},{"source":"parallel batching","relationship":"uses","target":"3 agents","confidence":0.95},{"source":"parallel batching","relationship":"processes per agent","target":"~6 ingredients","confidence":0.95},{"source":"parallel batching","relationship":"requires time","target":"5-7 minutes","confidence":0.95},{"source":"parallel batching","relationship":"produces","target":"slightly less per-ingredient focus","confidence":0.9},{"source":"sequential batching","relationship":"tradeoff against","target":"parallel batching","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered in candidate [5], which explicitly details sequential batching strategy (6 batches of 3 ingredients), performance metrics (12-15 minutes for step 3), and comparison to parallel batching alternatives. No new information or refinement provided.","fact":{"content":"Sequential batching strategy processes step 3 analysis in 6 batches of 3 ingredients each","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already covered in detail by candidate [4], which comprehensively documents the sequential vs parallel batching tradeoff including throughput analysis (thorough per-ingredient analysis vs speed). The new fact is a simplified extraction of information already captured.","fact":{"content":"Sequential batching produces more thorough per-ingredient analysis compared to parallel batching","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.98,"reason":"Candidate [5] already contains this exact information: 'Sequential batching (6 batches of 3 ingredients) produces more thorough per-ingredient analysis but takes 12-15 minutes for step 3'. The new fact is fully covered by existing memory.","fact":{"content":"Sequential batching for step 3 analysis takes 12-15 minutes to complete","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact strategy: 'parallel batching (3 agents of ~6 ingredients) completes in 5-7 minutes'. New fact is redundant with existing memory.","fact":{"content":"Parallel batching strategy uses 3 agents, each processing approximately 6 ingredients","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already captured in candidate [5], which explicitly states 'parallel batching (3 agents of ~6 ingredients) completes in 5-7 minutes'. No new information to store or update.","fact":{"content":"Parallel batching completes step 3 analysis in 5-7 minutes","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate [4], which explicitly states sequential batching 'produces more thorough per-ingredient analysis' while parallel batching has 'slightly less per-ingredient focus'. No new information to add.","fact":{"content":"Parallel batching produces slightly less per-ingredient focus than sequential batching","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by candidate [4], which contains identical information about the same speed vs. thoroughness tradeoff in Step 3, with matching timelines (12-15 min sequential, 5-7 min parallel) and quality implications. No new information to capture.","fact":{"content":"Step 3 ingredient analysis involves a speed vs thoroughness tradeoff: sequential batching prioritizes thorough per-ingredient analysis over execution time (12-15 min), while parallel batching prioritizes execution speed (5-7 min) at the cost of reduced per-ingredient focus","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: 502da80b-954c-4d1b-8c99-78d60bf8fc68
memory_id: 59da3af5-ce51-47e3-a806-41720f09394d
job_type: extract
status: completed
leased_at: 2026-02-28T02:31:35.268Z
completed_at: 2026-02-28T02:33:01.832Z
created_at: 2026-02-28T02:09:58.201Z
updated_at: 2026-02-28T02:33:01.832Z
result:
  {"facts":[{"content":"The merged system defaults to sequential execution mode for quality purposes instead of parallel execution","type":"decision","confidence":0.9},{"content":"An optional --fast flag enables parallel execution mode in the merged system, providing an alternative to the default sequential behavior","type":"decision","confidence":0.9},{"content":"The system's orchestration is centered on a 253-line configuration file originally created by isaac, originally named claude.md","type":"fact","confidence":0.85},{"content":"The claude.md configuration file is renamed to CLAUDE.md to follow Claude Code naming conventions","type":"decision","confidence":0.9},{"content":"The CLAUDE.md orchestration file will be expanded to support batch mode selection for users to choose between sequential and parallel execution modes","type":"decision","confidence":0.85},{"content":"The CLAUDE.md orchestration file will be expanded to support dual input sources for configuration and orchestration","type":"decision","confidence":0.85}],"entities":[{"source":"merged system","relationship":"defaults to","target":"sequential execution mode","confidence":0.9},{"source":"merged system","relationship":"supports via flag","target":"parallel execution mode","confidence":0.9},{"source":"--fast flag","relationship":"enables","target":"parallel mode","confidence":0.9},{"source":"orchestration","relationship":"centered on","target":"CLAUDE.md","confidence":0.9},{"source":"CLAUDE.md","relationship":"renamed from","target":"claude.md","confidence":0.9},{"source":"CLAUDE.md","relationship":"will support","target":"batch mode selection","confidence":0.85},{"source":"CLAUDE.md","relationship":"will support","target":"dual input sources","confidence":0.85},{"source":"isaac","relationship":"created","target":"claude.md","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate [5] already covers this decision: 'The merged system will default to sequential for quality with an optional `--fast` flag to enable parallel mode.' The new fact is a simplified restatement of the same architectural decision without adding new information.","fact":{"content":"The merged system defaults to sequential execution mode for quality purposes instead of parallel execution","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact decision: 'The merged system will default to sequential for quality with an optional `--fast` flag to enable parallel mode.' The new fact is a restatement of the same architectural decision.","fact":{"content":"An optional --fast flag enables parallel execution mode in the merged system, providing an alternative to the default sequential behavior","type":"decision","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"New fact is already covered by candidate [2], which explicitly mentions 'isaac's 253-line claude.md (renamed to CLAUDE.md)' as the orchestration center. No new information to add or update.","fact":{"content":"The system's orchestration is centered on a 253-line configuration file originally created by isaac, originally named claude.md","type":"fact","confidence":0.85}},{"action":"none","confidence":0.85,"reason":"Candidate [5] already documents that Signet auto-generates CLAUDE.md as the standard filename for Claude Code. The new fact's substance—that CLAUDE.md is the naming convention—is already covered. The decision/rationale adds minimal value beyond what's documented in the existing procedural record.","fact":{"content":"The claude.md configuration file is renamed to CLAUDE.md to follow Claude Code naming conventions","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [59da3af5] already captures this decision: 'Orchestration will be centered on isaac's 253-line `claude.md` (renamed to `CLAUDE.md` for Claude Code convention) expanded to support batch mode selection.' The new fact is a restatement of existing memory content.","fact":{"content":"The CLAUDE.md orchestration file will be expanded to support batch mode selection for users to choose between sequential and parallel execution modes","type":"decision","confidence":0.85}},{"action":"update","targetMemoryId":"490ad80c-8089-43de-83ef-7907829bbb73","confidence":0.82,"reason":"New fact directly refines the Core Connection Mechanisms by describing planned expansion of CLAUDE.md's input sources. Should be merged with existing candidate which establishes the current orchestration architecture (AGENTS.md → CLAUDE.md → Claude Code, OpenCode, OpenClaw). This evolution belongs alongside the current state description.","fact":{"content":"The CLAUDE.md orchestration file will be expanded to support dual input sources for configuration and orchestration","type":"decision","confidence":0.85},"targetContent":"## Core Connection Mechanisms **Single Source of Truth**: All configuration lives at `~/.agents/`. The AGENTS.md file is canonical; Signet auto-generates CLAUDE.md for Claude Code (with header \"AUTO-GENERATED from ~/.agents/AGENTS.md\"). OpenCode and OpenClaw read from the same directory."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 7ece0dea-ab90-4013-9006-8a7215256b17
memory_id: 28369575-0f6c-4d08-b3ad-f1087cde3ae7
job_type: extract
status: completed
leased_at: 2026-02-28T02:33:03.834Z
completed_at: 2026-02-28T02:33:21.960Z
created_at: 2026-02-28T02:09:58.212Z
updated_at: 2026-02-28T02:33:21.960Z
result:
  {"facts":[{"content":"The system maintains Isaac's resume capability through `status.json` checkpoint files","type":"procedural","confidence":0.95}],"entities":[{"source":"system","relationship":"maintains","target":"Isaac's resume capability","confidence":0.95},{"source":"Isaac's resume capability","relationship":"persisted via","target":"`status.json` checkpoints","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this exact fact: 'The system will maintain isaac's resume capability via `status.json` checkpoints.' The new fact is redundant and adds no new information.","fact":{"content":"The system maintains Isaac's resume capability through `status.json` checkpoint files","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: a3a6cc82-91c5-4dc9-9a48-4f204ab1d294
memory_id: 41585298-2aba-43dc-9cbd-3cbd7cd93da7
job_type: extract
status: completed
leased_at: 2026-02-28T02:33:23.962Z
completed_at: 2026-02-28T02:34:20.992Z
created_at: 2026-02-28T02:09:58.222Z
updated_at: 2026-02-28T02:34:20.992Z
result:
  {"facts":[{"content":"A merge is adapting the chain project's Claude Code architecture (.claude/ directory with agents, skills, and citation-standards rules) into the isaac project's isaac-research-chain structure","type":"decision","confidence":0.85},{"content":"The chain project uses a .claude/ directory structure containing agents, skills, and citation-standards rules as its Claude Code architecture","type":"fact","confidence":0.9},{"content":"The isaac project organizes its codebase using isaac-research-chain structure","type":"fact","confidence":0.85},{"content":"Workspace files are being migrated from tmp/ directory to _workspace/ directory as part of the merge process","type":"procedural","confidence":0.85}],"entities":[{"source":"chain project","relationship":"has architecture in","target":".claude/ directory","confidence":0.9},{"source":".claude/ directory","relationship":"contains","target":"agents","confidence":0.85},{"source":".claude/ directory","relationship":"contains","target":"skills","confidence":0.85},{"source":".claude/ directory","relationship":"contains","target":"citation-standards rules","confidence":0.85},{"source":"isaac project","relationship":"uses","target":"isaac-research-chain structure","confidence":0.85},{"source":"merge process","relationship":"migrates","target":"workspace files","confidence":0.85},{"source":"workspace files","relationship":"relocated from","target":"tmp/","confidence":0.85},{"source":"workspace files","relationship":"relocated to","target":"_workspace/","confidence":0.85}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate [5] already captures this exact information: the merge adapts chain's Claude Code architecture (.claude/ agents, skills, citation-standards rules) into isaac-research-chain structure. The new fact is a restatement of existing memory with no additional details.","fact":{"content":"A merge is adapting the chain project's Claude Code architecture (.claude/ directory with agents, skills, and citation-standards rules) into the isaac project's isaac-research-chain structure","type":"decision","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate 3 (ID: 5597cbd8-c31e-466b-9e78-8e22ad0e3ecf) already comprehensively documents the chain project's .claude/ directory structure containing agents, skills, and rules. The new fact is fully subsumed by existing memory.","fact":{"content":"The chain project uses a .claude/ directory structure containing agents, skills, and citation-standards rules as its Claude Code architecture","type":"fact","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Candidate [5] already covers this fact explicitly, detailing how isaac-research-chain is the structure into which chain's architecture will be adapted. The new fact about codebase organization using isaac-research-chain is already established in existing memory.","fact":{"content":"The isaac project organizes its codebase using isaac-research-chain structure","type":"fact","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"New fact is already fully captured by candidate [5], which explicitly states: 'Workspace files will migrate from tmp/ to _workspace/.' The new fact is redundant and provides no additional context or detail.","fact":{"content":"Workspace files are being migrated from tmp/ directory to _workspace/ directory as part of the merge process","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: ea262a73-aec8-4f1f-bd82-8d66e6687b46
memory_id: 06f4a418-4220-4b11-ba5e-e4ef1f40f110
job_type: extract
status: completed
leased_at: 2026-02-28T02:34:22.993Z
completed_at: 2026-02-28T02:35:16.537Z
created_at: 2026-02-28T02:09:58.233Z
updated_at: 2026-02-28T02:35:16.537Z
result:
  {"facts":[{"content":"Client documentation will be consolidated into a new `docs/` subfolder","type":"decision","confidence":0.9},{"content":"The system supports `input.md` as an input mode for direct single-mechanism input","type":"procedural","confidence":0.9},{"content":"The system supports `samples.md` as an input mode for multi-mechanism catalog selection, with `samples.md` sourced from a chain","type":"procedural","confidence":0.9},{"content":"Multi-mechanism catalog selection uses indexed reference format like `/research 1A` to select individual mechanisms from the catalog","type":"procedural","confidence":0.85}],"entities":[{"source":"client documentation","relationship":"consolidated into","target":"`docs/` subfolder","confidence":0.9},{"source":"system","relationship":"supports input mode","target":"`input.md`","confidence":0.9},{"source":"system","relationship":"supports input mode","target":"`samples.md`","confidence":0.9},{"source":"`samples.md`","relationship":"sourced from","target":"chain","confidence":0.9},{"source":"catalog selection","relationship":"uses format","target":"/research 1A","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this decision with greater specificity, including the dual input modes (input.md and samples.md). The new fact is a simplified subset of existing memory.","fact":{"content":"Client documentation will be consolidated into a new `docs/` subfolder","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Fact is already explicitly covered in candidate [5] (ID: 06f4a418...) which states 'The system will support two input modes: `input.md` for direct single-mechanism input and `samples.md` (from chain) for multi-mechanism catalog selection'. New fact is a verbatim confirmation of existing memory.","fact":{"content":"The system supports `input.md` as an input mode for direct single-mechanism input","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 5 (06f4a418-4220-4b11-ba5e-e4ef1f40f110) already comprehensively covers this information: it explicitly documents that the system will support `samples.md` (from chain) for multi-mechanism catalog selection. The new fact adds no additional detail beyond what's already stored.","fact":{"content":"The system supports `samples.md` as an input mode for multi-mechanism catalog selection, with `samples.md` sourced from a chain","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Existing candidate [3] already documents multi-mechanism catalog selection with the same example format (`/research 1A`), making the new fact redundant with already-captured memory.","fact":{"content":"Multi-mechanism catalog selection uses indexed reference format like `/research 1A` to select individual mechanisms from the catalog","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: 11a19471-4af4-4ef7-94a7-48fcdeef51b1
memory_id: 0770549f-3d77-4ce0-a5e9-348acb1e91c9
job_type: extract
status: completed
leased_at: 2026-02-28T02:35:18.538Z
completed_at: 2026-02-28T02:36:56.570Z
created_at: 2026-02-28T02:09:58.245Z
updated_at: 2026-02-28T02:36:56.570Z
result:
  {"facts":[{"content":"The implementation plan comprises 11 sequential steps for code migration or porting","type":"procedural","confidence":0.95},{"content":"Documentation reorganization is a required step in the implementation process","type":"procedural","confidence":0.95},{"content":"Static file copying is a required step in the implementation process","type":"procedural","confidence":0.95},{"content":"All 5 research agents must be adapted with path remapping during the implementation","type":"procedural","confidence":0.95},{"content":"The orchestrator component must be expanded as part of the implementation","type":"procedural","confidence":0.95},{"content":"Configuration files must be merged during the implementation process","type":"procedural","confidence":0.95},{"content":"Verification testing must be performed across both editors to validate the implementation","type":"procedural","confidence":0.95}],"entities":[{"source":"implementation","relationship":"comprises","target":"11 sequential steps","confidence":0.95},{"source":"research agents (5)","relationship":"require adaptation with","target":"path remapping","confidence":0.95},{"source":"orchestrator","relationship":"requires","target":"expansion","confidence":0.95},{"source":"configuration files","relationship":"require","target":"merging","confidence":0.95},{"source":"verification testing","relationship":"occurs across","target":"both editors","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"New fact describes a higher-level 11-step implementation plan structure. Existing candidates reference different plans with 5, 6, or 2 sections—none match this 11-step scope. Store as new memory for high-level implementation roadmap.","fact":{"content":"The implementation plan comprises 11 sequential steps for code migration or porting","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New procedural fact about documentation reorganization as implementation prerequisite. No existing memory covers this specific procedural requirement. Similar to candidate [4] in type but distinct in scope and content.","fact":{"content":"Documentation reorganization is a required step in the implementation process","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New procedural detail about static file copying in implementation process. Not covered by existing candidates which focus on setup, installation, and release workflows. This is a distinct implementation requirement.","fact":{"content":"Static file copying is a required step in the implementation process","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This procedural requirement is already captured in candidate [5], which explicitly lists 'adapting all 5 research agents with path remapping' as part of the 11 sequential implementation steps.","fact":{"content":"All 5 research agents must be adapted with path remapping during the implementation","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.85,"reason":"New procedural fact describes a broader requirement for orchestrator component expansion. While related to candidate [5] (CLAUDE.md orchestration expansion), the new fact is more general and captures a distinct implementation requirement that should be tracked separately.","fact":{"content":"The orchestrator component must be expanded as part of the implementation","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.85,"reason":"New fact is a procedural guideline applicable across multiple implementation contexts. While candidate [5] covers file migration during merges, it doesn't specifically address config file merging as a required procedure. This procedural requirement warrants its own memory entry.","fact":{"content":"Configuration files must be merged during the implementation process","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New fact specifies a distinct procedural requirement to verify implementation across both editors, which is not covered by existing candidates. Candidate [2] covers general verification scope but doesn't address the specific multi-editor testing requirement.","fact":{"content":"Verification testing must be performed across both editors to validate the implementation","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":6,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":6},"warnings":[]}


id: b1477519-79ec-4b6e-a470-a9ab2596721b
memory_id: 64a12202-5fdb-4442-bab4-c8059a4113ce
job_type: extract
status: completed
leased_at: 2026-02-28T03:19:09.247Z
completed_at: 2026-02-28T03:20:14.464Z
created_at: 2026-02-28T03:19:09.220Z
updated_at: 2026-02-28T03:20:14.464Z
result:
  {"facts":[{"content":"Nicholai reviewed and approved an implementation plan to add OpenCode as a third LLM extraction provider for the Signet memory pipeline","type":"decision","confidence":0.95},{"content":"Ollama is an LLM extraction provider for Signet that communicates via HTTP API","type":"fact","confidence":0.95},{"content":"Claude Code is an LLM extraction provider for Signet that operates via CLI subprocess","type":"fact","confidence":0.95},{"content":"Before the OpenCode integration plan, Signet's memory pipeline extraction supported only two LLM providers: Ollama and Claude Code","type":"fact","confidence":0.95},{"content":"OpenCode is planned as the third LLM extraction provider for Signet's memory pipeline","type":"decision","confidence":0.95}],"entities":[{"source":"Nicholai","relationship":"approved","target":"OpenCode LLM Provider Implementation Plan","confidence":0.95},{"source":"Signet memory pipeline","relationship":"uses extraction provider","target":"Ollama","confidence":0.95},{"source":"Signet memory pipeline","relationship":"uses extraction provider","target":"Claude Code","confidence":0.95},{"source":"Signet memory pipeline","relationship":"will use extraction provider","target":"OpenCode","confidence":0.95},{"source":"Ollama","relationship":"communicates via","target":"HTTP API","confidence":0.95},{"source":"Claude Code","relationship":"communicates via","target":"CLI subprocess","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate 5 (ID: 64a12202-5fdb-4442-bab4-c8059a4113ce) already captures this exact fact: 'Nicholai reviewed and approved a comprehensive plan to add OpenCode as a third extraction LLM provider for the Signet memory pipeline.' The new fact is fully covered by existing memory.","fact":{"content":"Nicholai reviewed and approved an implementation plan to add OpenCode as a third LLM extraction provider for the Signet memory pipeline","type":"decision","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"Candidate [5] already captures this fact, explicitly stating 'Ollama (HTTP API)' as one of the previously available LLM providers for the Signet memory pipeline. New fact is redundant.","fact":{"content":"Ollama is an LLM extraction provider for Signet that communicates via HTTP API","type":"fact","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"Candidate [5] already states 'Claude Code (CLI subprocess)' as one of the existing extraction LLM providers for Signet, making this fact redundant.","fact":{"content":"Claude Code is an LLM extraction provider for Signet that operates via CLI subprocess","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains this information: it explicitly states 'Previously, only Ollama (HTTP API) and Claude Code (CLI subprocess) were available' before OpenCode was added as a third provider. The new fact is a restatement of this same historical context.","fact":{"content":"Before the OpenCode integration plan, Signet's memory pipeline extraction supported only two LLM providers: Ollama and Claude Code","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate #5 (64a12202...) already captures this decision: 'add OpenCode as a third extraction LLM provider for the Signet memory pipeline.' The new fact is identical in substance but less detailed. No new information to merge.","fact":{"content":"OpenCode is planned as the third LLM extraction provider for Signet's memory pipeline","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: 9dd49e8d-c7ce-45b6-b2a3-ba9180e326fa
memory_id: 7e1d3ac3-3661-4bfc-95ad-d80ab79cbe0a
job_type: extract
status: completed
leased_at: 2026-02-28T03:20:16.466Z
completed_at: 2026-02-28T03:21:18.072Z
created_at: 2026-02-28T03:19:09.236Z
updated_at: 2026-02-28T03:21:18.072Z
result:
  {"facts":[{"content":"OpenCode v1.2.15 is installed at /home/nicholai/.opencode/bin/opencode","type":"fact","confidence":0.95},{"content":"OpenCode v1.2.15 can run as a headless HTTP server and provides a unified REST API for accessing supported models","type":"fact","confidence":0.95},{"content":"OpenCode v1.2.15 supports the following model providers: Anthropic, Google, OpenAI, OpenRouter, and local Ollama","type":"fact","confidence":0.95},{"content":"The daemon implementation auto-starts the OpenCode server on port 4096 when the daemon initializes","type":"procedural","confidence":0.9},{"content":"When the OpenCode server is unavailable, the daemon automatically falls back to using Ollama as the model provider","type":"procedural","confidence":0.9}],"entities":[{"source":"OpenCode v1.2.15","relationship":"installed_at","target":"/home/nicholai/.opencode/bin/opencode","confidence":0.95},{"source":"OpenCode v1.2.15","relationship":"supports","target":"Anthropic","confidence":0.95},{"source":"OpenCode v1.2.15","relationship":"supports","target":"Google","confidence":0.95},{"source":"OpenCode v1.2.15","relationship":"supports","target":"OpenAI","confidence":0.95},{"source":"OpenCode v1.2.15","relationship":"supports","target":"OpenRouter","confidence":0.95},{"source":"OpenCode v1.2.15","relationship":"supports","target":"Ollama","confidence":0.95},{"source":"OpenCode v1.2.15","relationship":"operates_as","target":"headless HTTP server","confidence":0.95},{"source":"OpenCode v1.2.15","relationship":"listens_on","target":"port 4096","confidence":0.9},{"source":"daemon","relationship":"auto_starts","target":"OpenCode server","confidence":0.9},{"source":"daemon","relationship":"falls_back_to","target":"Ollama","confidence":0.9}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [4] already contains this exact fact: 'OpenCode v1.2.15 (installed at `/home/nicholai/.opencode/bin/opencode`)' as part of a broader design overview. No new information to capture.","fact":{"content":"OpenCode v1.2.15 is installed at /home/nicholai/.opencode/bin/opencode","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by existing candidate [5], which contains the same core information (OpenCode v1.2.15 as headless HTTP server with unified REST API) plus additional implementation details (port 4096, auto-start, fallback to Ollama)","fact":{"content":"OpenCode v1.2.15 can run as a headless HTTP server and provides a unified REST API for accessing supported models","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate 7e1d3ac3-3661-4bfc-95ad-d80ab79cbe0a, which explicitly documents that OpenCode v1.2.15 supports these exact providers: Anthropic, Google, OpenAI, OpenRouter, and local Ollama","fact":{"content":"OpenCode v1.2.15 supports the following model providers: Anthropic, Google, OpenAI, OpenRouter, and local Ollama","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively covered by candidate [5], which documents the OpenCode server auto-start on port 4096 during daemon initialization, plus additional context (version, installation path, model support, Ollama fallback)","fact":{"content":"The daemon implementation auto-starts the OpenCode server on port 4096 when the daemon initializes","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate [5], which explicitly states the OpenCode server 'will auto-start the OpenCode server on port 4096 when the daemon initializes, with automatic fallback to Ollama if unavailable.' No additional storage or updates needed.","fact":{"content":"When the OpenCode server is unavailable, the daemon automatically falls back to using Ollama as the model provider","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: a9f42eda-8bcb-4d7f-ad1f-8e7973cf6aa1
memory_id: c7c5593e-5444-4166-94d3-25a457508c55
job_type: extract
status: completed
leased_at: 2026-02-28T03:21:20.073Z
completed_at: 2026-02-28T03:22:38.774Z
created_at: 2026-02-28T03:19:09.253Z
updated_at: 2026-02-28T03:22:38.774Z
result:
  {"facts":[{"content":"Four files require modification to implement OpenCode provider support: types.ts, provider.ts, daemon.ts, and memory-config.ts","type":"procedural","confidence":0.95},{"content":"The file packages/core/src/types.ts requires adding \"opencode\" to the provider union type definition","type":"procedural","confidence":0.95},{"content":"The file packages/daemon/src/pipeline/provider.ts requires creating a createOpenCodeProvider() factory function","type":"procedural","confidence":0.95},{"content":"The file packages/daemon/src/daemon.ts requires wiring provider selection and fallback logic for OpenCode support","type":"procedural","confidence":0.95},{"content":"The file packages/daemon/src/memory-config.ts requires modification to recognize and resolve opencode in configuration","type":"procedural","confidence":0.95}],"entities":[{"source":"packages/core/src/types.ts","relationship":"requires_addition_to","target":"provider union type","confidence":0.95},{"source":"provider union type","relationship":"must_include","target":"opencode","confidence":0.95},{"source":"packages/daemon/src/pipeline/provider.ts","relationship":"requires_factory_for","target":"OpenCodeProvider","confidence":0.95},{"source":"packages/daemon/src/daemon.ts","relationship":"requires_wiring_for","target":"provider selection and fallback logic","confidence":0.95},{"source":"packages/daemon/src/memory-config.ts","relationship":"requires_recognition_of","target":"opencode in config resolution","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains this exact implementation scope with additional details about what each file requires (types.ts add opencode to union, provider.ts create factory, daemon.ts wire logic, memory-config.ts recognize in config). New fact is a summary of information already documented.","fact":{"content":"Four files require modification to implement OpenCode provider support: types.ts, provider.ts, daemon.ts, and memory-config.ts","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents this exact requirement in the 'Implementation Scope' section: '1. `packages/core/src/types.ts` — add `\"opencode\"` to provider union'. The new fact is fully covered by existing memory.","fact":{"content":"The file packages/core/src/types.ts requires adding \"opencode\" to the provider union type definition","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [5] already explicitly documents the same requirement: 'packages/daemon/src/pipeline/provider.ts — create `createOpenCodeProvider()` factory'. New fact is redundant with existing implementation scope documentation.","fact":{"content":"The file packages/daemon/src/pipeline/provider.ts requires creating a createOpenCodeProvider() factory function","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] (c7c5593e-5444-4166-94d3-25a457508c55) already comprehensively covers this as step 3 of the implementation scope: 'packages/daemon/src/daemon.ts — wire provider selection and fallback logic'. The new fact adds no additional details.","fact":{"content":"The file packages/daemon/src/daemon.ts requires wiring provider selection and fallback logic for OpenCode support","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate #5 (ID: c7c5593e-5444-4166-94d3-25a457508c55) already explicitly captures this as part of the implementation scope: 'packages/daemon/src/memory-config.ts — recognize opencode in config resolution'. The new fact is a restatement of this already-captured requirement.","fact":{"content":"The file packages/daemon/src/memory-config.ts requires modification to recognize and resolve opencode in 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: 757ceeba-d715-452d-a190-f858aa831265
memory_id: 3d48354f-4633-47cf-ba6d-ab4bfcf445e3
job_type: extract
status: completed
leased_at: 2026-02-28T03:22:40.777Z
completed_at: 2026-02-28T03:23:50.394Z
created_at: 2026-02-28T03:19:09.268Z
updated_at: 2026-02-28T03:23:50.394Z
result:
  {"facts":[{"content":"The default LLM model is anthropic/claude-haiku-4-5-20251001","type":"decision","confidence":0.95},{"content":"The default timeout for API calls is 60 seconds","type":"fact","confidence":0.95},{"content":"The daemon spawns opencode serve on port 4096 as a child process and tracks it for cleanup on shutdown","type":"procedural","confidence":0.9},{"content":"A single session is created on the first API call and reused for all subsequent calls rather than creating new sessions per request","type":"decision","confidence":0.9},{"content":"Responses are collected from the /sessions/{id}/message endpoint using Server-Sent Events (SSE) until the response completes","type":"procedural","confidence":0.9}],"entities":[{"source":"daemon","relationship":"spawns","target":"opencode serve process","confidence":0.9},{"source":"opencode serve","relationship":"listens on","target":"port 4096","confidence":0.95},{"source":"system","relationship":"uses default model","target":"anthropic/claude-haiku-4-5-20251001","confidence":0.95},{"source":"system","relationship":"implements","target":"session reuse strategy","confidence":0.9},{"source":"/sessions/{id}/message endpoint","relationship":"uses","target":"Server-Sent Events (SSE)","confidence":0.9}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [5] (3d48354f-4633-47cf-ba6d-ab4bfcf445e3) already explicitly documents this fact as part of 'Key Technical Decisions' section. The new fact is fully covered and redundant.","fact":{"content":"The default LLM model is anthropic/claude-haiku-4-5-20251001","type":"decision","confidence":0.95}},{"action":"add","confidence":0.92,"reason":"New fact about general API call default timeout (60s) is distinct from existing candidate [3], which documents specific daemon communication timeouts (5s read, 10s write). These are related but describe different scopes - the new fact is a general default, while [3] is implementation-specific.","fact":{"content":"The default timeout for API calls is 60 seconds","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already documented in candidates 4 and 5, which both explicitly state that the daemon spawns 'opencode serve --port 4096' as a child process with cleanup tracking on shutdown. No new information to add.","fact":{"content":"The daemon spawns opencode serve on port 4096 as a child process and tracks it for cleanup on shutdown","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"New technical pattern about session lifecycle management (create-once, reuse-many). Existing candidates document session startup events only, not session reuse architecture. This is a distinct procedural fact worth storing separately.","fact":{"content":"A single session is created on the first API call and reused for all subsequent calls rather than creating new sessions per request","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains this exact technical detail: 'SSE (server-sent events) collected from `/sessions/{id}/message` endpoint until completion'. The new fact is a minor rewording of already-stored knowledge.","fact":{"content":"Responses are collected from the /sessions/{id}/message endpoint using Server-Sent Events (SSE) until the response completes","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":2,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":2},"warnings":[]}


id: e9e7631d-74f6-4e0d-8f5f-719bb5dbcd9b
memory_id: bb6bff26-3fba-4558-9b4b-b2896117de9a
job_type: extract
status: completed
leased_at: 2026-02-28T03:23:52.394Z
completed_at: 2026-02-28T03:24:39.036Z
created_at: 2026-02-28T03:19:09.300Z
updated_at: 2026-02-28T03:24:39.036Z
result:
  {"facts":[{"content":"The first implementation task is to start the OpenCode server and inspect the actual response format at the `/doc` endpoint","type":"procedural","confidence":0.95},{"content":"The purpose of inspecting the OpenCode server's `/doc` endpoint response format is to confirm the correctness of the SSE (Server-Sent Events) parsing approach","type":"rationale","confidence":0.85},{"content":"An SSE parsing approach is being developed for integration with OpenCode","type":"fact","confidence":0.8}],"entities":[{"source":"OpenCode server","relationship":"has endpoint","target":"/doc","confidence":0.95},{"source":"/doc endpoint","relationship":"provides","target":"response format","confidence":0.85},{"source":"SSE parsing approach","relationship":"being validated by","target":"response format inspection at /doc endpoint","confidence":0.8}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate 5 (bb6bff26...) already contains this exact procedural task: 'First task: start OpenCode server and inspect actual response format at `/doc` endpoint'. New fact is redundant and fully covered by existing memory.","fact":{"content":"The first implementation task is to start the OpenCode server and inspect the actual response format at the `/doc` endpoint","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"Candidate [2] already captures the complete context: the action (inspect `/doc` endpoint) and its purpose (confirm SSE parsing approach). The new fact is a rationale that restates what's already expressed in the existing memory.","fact":{"content":"The purpose of inspecting the OpenCode server's `/doc` endpoint response format is to confirm the correctness of the SSE (Server-Sent Events) parsing approach","type":"rationale","confidence":0.85}},{"action":"update","targetMemoryId":"16452c40-50bc-49ba-adbe-970ab89828a7","confidence":0.85,"reason":"New fact about SSE parsing approach is a specific implementation detail that directly relates to the OpenCode integration plan. Should be merged into existing OpenCode memory to capture the development approach alongside the broader integration strategy.","fact":{"content":"An SSE parsing approach is being developed for integration with OpenCode","type":"fact","confidence":0.8},"targetContent":"## OpenCode Plugin Full Integration Plan Received The session began with a comprehensive plan for replacing the current string-template OpenCode integration with a proper TypeScript plugin."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 814d6d05-d658-4371-84fe-5d311f1ebe63
memory_id: e674532e-1d6d-4ce8-99f2-9c58186243ed
job_type: extract
status: completed
leased_at: 2026-02-28T04:21:55.710Z
completed_at: 2026-02-28T04:22:41.074Z
created_at: 2026-02-28T04:21:54.598Z
updated_at: 2026-02-28T04:22:41.074Z
result:
  {"facts":[{"content":"Nicholai approved a detailed plan for extracting Skills routes from the monolithic daemon.ts file as part of the daemon-refactor specification","type":"decision","confidence":0.95},{"content":"The Skills routes extraction work has not yet begun—only planning and code reading phase is underway","type":"procedural","confidence":0.9},{"content":"Skills routes are currently embedded in the monolithic daemon.ts file and are candidates for extraction and refactoring","type":"fact","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"approved","target":"Skills routes extraction plan","confidence":0.95},{"source":"Skills routes extraction","relationship":"targets","target":"daemon.ts file","confidence":0.95},{"source":"Skills routes extraction","relationship":"part of","target":"daemon-refactor specification","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [2] already captures this exact approval decision with identical content. The new fact (type: decision) is already covered by existing memory without adding new information.","fact":{"content":"Nicholai approved a detailed plan for extracting Skills routes from the monolithic daemon.ts file as part of the daemon-refactor specification","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this exact status: 'The work has not yet begun—the assistant just started reading the relevant code sections.' The new fact is redundant with existing memory.","fact":{"content":"The Skills routes extraction work has not yet begun—only planning and code reading phase is underway","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by existing memories. Candidate [2] documents that the Skills Routes extraction plan has been approved. Candidates [3], [4], and [5] provide the detailed implementation plan (module location, routes, pattern, next steps). The new fact merely restates the problem state that's already established in [2].","fact":{"content":"Skills routes are currently embedded in the monolithic daemon.ts file and are candidates for extraction and refactoring","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: 51bbf662-b8c4-49bf-8a7c-8e190f80ec17
memory_id: 106d699c-6ae4-4348-ad50-692370a10bc7
job_type: extract
status: completed
leased_at: 2026-02-28T04:22:43.075Z
completed_at: 2026-02-28T04:23:34.628Z
created_at: 2026-02-28T04:21:54.616Z
updated_at: 2026-02-28T04:23:34.628Z
result:
  {"facts":[{"content":"The Skills module comprises approximately 470 lines of code located at lines 4170-4638 within daemon.ts","type":"fact","confidence":0.95},{"content":"The Skills module has zero database dependencies","type":"fact","confidence":0.95},{"content":"The Skills module was selected as an ideal first extraction candidate because it has no database dependencies, making it easier to isolate from daemon.ts","type":"decision","confidence":0.9},{"content":"Code extraction prioritizes modules with minimal external dependencies to reduce coupling and simplify refactoring","type":"rationale","confidence":0.85}],"entities":[{"source":"Skills module","relationship":"located_in","target":"daemon.ts","confidence":0.95},{"source":"Skills module","relationship":"has_zero_dependencies","target":"database","confidence":0.95},{"source":"Skills module","relationship":"is_candidate_for","target":"extraction","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is identical to candidate [4], which already captures the Skills module scope: ~470 LOC at lines 4170-4638 in daemon.ts. Existing memory includes additional context about zero database dependencies.","fact":{"content":"The Skills module comprises approximately 470 lines of code located at lines 4170-4638 within daemon.ts","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already captured in candidate [5], which explicitly states the Skills module has 'zero database dependencies' as part of its extraction profile","fact":{"content":"The Skills module has zero database dependencies","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact reasoning: 'The Skills module comprises ~470 lines of code (lines ~4170-4638 of daemon.ts) with zero database dependencies, making it an ideal first extraction candidate.' The new fact is a paraphrase without additional detail.","fact":{"content":"The Skills module was selected as an ideal first extraction candidate because it has no database dependencies, making it easier to isolate from daemon.ts","type":"decision","confidence":0.9}},{"action":"update","targetMemoryId":"106d699c-6ae4-4348-ad50-692370a10bc7","confidence":0.88,"reason":"Candidate [4] describes the Skills module as ideal for extraction due to zero dependencies. The new fact states the general principle driving this selection strategy. Merging captures both the principle and concrete example.","fact":{"content":"Code extraction prioritizes modules with minimal external dependencies to reduce coupling and simplify refactoring","type":"rationale","confidence":0.85},"targetContent":"## Extraction Scope The Skills module comprises ~470 lines of code (lines ~4170-4638 of daemon.ts) with zero database dependencies, making it an ideal first extraction candidate."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 02bd3c8b-e6f5-4572-a7d6-4f59651c3234
memory_id: c43916ab-bec7-4f54-a57d-ec5cae98cfde
job_type: extract
status: completed
leased_at: 2026-02-28T04:23:36.630Z
completed_at: 2026-02-28T04:24:59.595Z
created_at: 2026-02-28T04:21:54.628Z
updated_at: 2026-02-28T04:24:59.595Z
result:
  {"facts":[{"content":"A skills routing module will be created at packages/daemon/src/routes/skills.ts","type":"decision","confidence":0.95},{"content":"The skills routing module implements GET /api/skills endpoint to list installed skills","type":"procedural","confidence":0.95},{"content":"The skills routing module implements GET /api/skills/browse endpoint to browse the skill catalog","type":"procedural","confidence":0.95},{"content":"The skills routing module implements GET /api/skills/search endpoint to search available skills","type":"procedural","confidence":0.95},{"content":"The skills routing module implements GET /api/skills/:name endpoint to retrieve metadata for a single skill by name","type":"procedural","confidence":0.95},{"content":"The skills routing module implements POST /api/skills/install endpoint to install a skill","type":"procedural","confidence":0.95},{"content":"The skills routing module implements DELETE /api/skills/:name endpoint to uninstall a skill by name","type":"procedural","confidence":0.95}],"entities":[{"source":"packages/daemon/src/routes/skills.ts","relationship":"implements","target":"GET /api/skills","confidence":0.95},{"source":"packages/daemon/src/routes/skills.ts","relationship":"implements","target":"GET /api/skills/browse","confidence":0.95},{"source":"packages/daemon/src/routes/skills.ts","relationship":"implements","target":"GET /api/skills/search","confidence":0.95},{"source":"packages/daemon/src/routes/skills.ts","relationship":"implements","target":"GET /api/skills/:name","confidence":0.95},{"source":"packages/daemon/src/routes/skills.ts","relationship":"implements","target":"POST /api/skills/install","confidence":0.95},{"source":"packages/daemon/src/routes/skills.ts","relationship":"implements","target":"DELETE /api/skills/:name","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact fact: 'The new module will be created at `packages/daemon/src/routes/skills.ts`' with full implementation details. No new information to store.","fact":{"content":"A skills routing module will be created at packages/daemon/src/routes/skills.ts","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively documents the skills routing module at packages/daemon/src/routes/skills.ts, explicitly listing 'GET /api/skills (list installed)' as the first of six implemented routes. New fact is already covered.","fact":{"content":"The skills routing module implements GET /api/skills endpoint to list installed skills","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate [5] already explicitly documents that the skills routing module will implement GET /api/skills/browse as part of its six HTTP routes. Candidate [4] also covers the browse endpoint's functionality (merging provider sources). The new fact adds no new information beyond what's already captured.","fact":{"content":"The skills routing module implements GET /api/skills/browse endpoint to browse the skill catalog","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"The new fact is already comprehensively covered by existing memories. Candidate [5] explicitly lists GET /api/skills/search as one of six implemented routes, and candidate [1] provides detailed information about this endpoint's query parameters and cross-provider search behavior.","fact":{"content":"The skills routing module implements GET /api/skills/search endpoint to search available skills","type":"procedural","confidence":0.95}},{"action":"update","targetMemoryId":"c43916ab-bec7-4f54-a57d-ec5cae98cfde","confidence":0.95,"reason":"New fact provides specific functionality details for the GET /api/skills/:name endpoint that's already listed in candidate [5]. Merge adds behavioral clarity to the existing route definition.","fact":{"content":"The skills routing module implements GET /api/skills/:name endpoint to retrieve metadata for a single skill by name","type":"procedural","confidence":0.95},"targetContent":"The new module will be created at `packages/daemon/src/routes/skills.ts` and will implement six HTTP routes: - GET /api/skills (list installed) - GET /api/skills/browse (browse catalog) - GET /api/skills/search (search skills) - GET /api/skills/:name (get single skill) - POST /api/skills/install (install a skill) - DELETE /api/skills/:name (uninstall a skill)"},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively documents that the skills routing module (packages/daemon/src/routes/skills.ts) will implement POST /api/skills/install as one of six routes. The new fact is fully covered by existing memory.","fact":{"content":"The skills routing module implements POST /api/skills/install endpoint to install a skill","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [c43916ab...] already explicitly documents the DELETE /api/skills/:name route as part of the six-route specification for the skills module. New fact is fully covered.","fact":{"content":"The skills routing module implements DELETE /api/skills/:name endpoint to uninstall a skill by name","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: 43af315c-13ed-40a7-b069-8013fadc537c
memory_id: 1a79ef45-39b6-4f11-865c-6d4a1a1fd567
job_type: extract
status: completed
leased_at: 2026-02-28T04:25:01.610Z
completed_at: 2026-02-28T04:25:58.246Z
created_at: 2026-02-28T04:21:54.656Z
updated_at: 2026-02-28T04:25:58.246Z
result:
  {"facts":[{"content":"The extracted modules follow the existing mount pattern used in the codebase for route registration","type":"decision","confidence":0.9},{"content":"A single exported function `mountSkillsRoutes(app: Hono)` is used to register all routes and manage private module state in the extracted modules","type":"procedural","confidence":0.9},{"content":"The `mountSkillsRoutes()` function manages private module state including cache, AGENTS_DIR, and SKILLS_DIR","type":"procedural","confidence":0.9},{"content":"The mount pattern was chosen to keep extracted modules self-contained and avoid coupling back to daemon.ts. This approach provides module encapsulation by centralizing state management within each mounted module.","type":"rationale","confidence":0.85}],"entities":[{"source":"mountSkillsRoutes","relationship":"registers","target":"routes","confidence":0.9},{"source":"mountSkillsRoutes","relationship":"manages","target":"private module state (cache, AGENTS_DIR, SKILLS_DIR)","confidence":0.9},{"source":"extracted modules","relationship":"follows","target":"mount pattern","confidence":0.9},{"source":"extracted modules","relationship":"has no coupling to","target":"daemon.ts","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively covered by candidate [5] (ID: 1a79ef45-39b6-4f11-865c-6d4a1a1fd567), which explicitly documents the mount pattern with implementation details: the `mountSkillsRoutes(app: Hono)` function signature, route registration, and module state management. The new fact is a higher-level restatement of the same design decision.","fact":{"content":"The extracted modules follow the existing mount pattern used in the codebase for route registration","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact pattern: mountSkillsRoutes(app: Hono) registering routes and managing private module state. The new fact is a concise restatement of what's already documented in candidate [5], which even provides additional implementation details (cache, AGENTS_DIR, SKILLS_DIR).","fact":{"content":"A single exported function `mountSkillsRoutes(app: Hono)` is used to register all routes and manage private module state in the extracted modules","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 1 already documents the exact same detail: mountSkillsRoutes() manages private module state including cache, AGENTS_DIR, and SKILLS_DIR. New fact is redundant.","fact":{"content":"The `mountSkillsRoutes()` function manages private module state including cache, AGENTS_DIR, and SKILLS_DIR","type":"procedural","confidence":0.9}},{"action":"update","targetMemoryId":"1a79ef45-39b6-4f11-865c-6d4a1a1fd567","confidence":0.92,"reason":"New fact provides the rationale layer for candidate [5]'s implementation pattern. Both address the mount pattern approach for module extraction. Candidate [5] describes the implementation (what/how), while new fact explains the architectural reasoning (why). Merging creates a complete understanding of the mount pattern design decision.","fact":{"content":"The mount pattern was chosen to keep extracted modules self-contained and avoid coupling back to daemon.ts. This approach provides module encapsulation by centralizing state management within each mounted module.","type":"rationale","confidence":0.85},"targetContent":"## Implementation Pattern The extraction follows the existing mount pattern used in the codebase: a single exported function `mountSkillsRoutes(app: Hono)` that registers all routes and manages private module state (cache, AGENTS_DIR, SKILLS_DIR). This approach keeps extracted modules self-contained with no coupling back to daemon.ts."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: d177778d-0a8f-471b-827b-da412ef62eaa
memory_id: ad4d6772-2ffe-43e6-a8ca-d6344bd25eea
job_type: extract
status: completed
leased_at: 2026-02-28T04:26:00.247Z
completed_at: 2026-02-28T04:26:48.216Z
created_at: 2026-02-28T04:21:54.677Z
updated_at: 2026-02-28T04:26:48.216Z
result:
  {"facts":[{"content":"Unit tests will be written for the helper functions parseSkillFrontmatter, listInstalledSkills, and formatInstalls with edge case coverage","type":"procedural","confidence":0.95},{"content":"Route integration tests will validate basic CRUD operations","type":"procedural","confidence":0.95},{"content":"Route integration tests will validate security by rejecting path traversal attempts on DELETE operations","type":"procedural","confidence":0.95}],"entities":[{"source":"parseSkillFrontmatter","relationship":"will be tested by","target":"unit tests","confidence":0.95},{"source":"listInstalledSkills","relationship":"will be tested by","target":"unit tests","confidence":0.95},{"source":"formatInstalls","relationship":"will be tested by","target":"unit tests","confidence":0.95},{"source":"unit tests","relationship":"will cover","target":"edge cases","confidence":0.9},{"source":"route integration tests","relationship":"will validate","target":"CRUD operations","confidence":0.95},{"source":"route integration tests","relationship":"will validate","target":"path traversal rejection on DELETE","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"New fact is already covered by candidate [5] which explicitly lists unit tests for parseSkillFrontmatter, listInstalledSkills, and formatInstalls with edge case coverage as part of the testing strategy","fact":{"content":"Unit tests will be written for the helper functions parseSkillFrontmatter, listInstalledSkills, and formatInstalls with edge case coverage","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains this exact detail: 'route integration tests validating basic CRUD operations' as part of the broader testing strategy. The new fact is redundant with existing memory.","fact":{"content":"Route integration tests will validate basic CRUD operations","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already contains this exact information: 'route integration tests validating basic CRUD operations and security (path traversal rejection on DELETE)'. The new fact is already covered.","fact":{"content":"Route integration tests will validate security by rejecting path traversal attempts on DELETE operations","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: 6bfe811b-7981-4dc3-b7a8-00c33863dde6
memory_id: 6e817418-851e-4b27-bc37-c9f00a1b8e22
job_type: extract
status: completed
leased_at: 2026-02-28T04:26:50.217Z
completed_at: 2026-02-28T04:27:58.608Z
created_at: 2026-02-28T04:21:54.693Z
updated_at: 2026-02-28T04:27:58.608Z
result:
  {"facts":[{"content":"A new routes file must be created as part of the implementation workflow","type":"procedural","confidence":0.7},{"content":"daemon.ts must be updated to import and mount the new routes","type":"procedural","confidence":0.75},{"content":"Tests must be written to verify the new routes implementation","type":"procedural","confidence":0.8},{"content":"Verification must include build, test, typecheck, lint checks, and manual API verification","type":"procedural","confidence":0.8}],"entities":[{"source":"daemon.ts","relationship":"imports and mounts","target":"new routes file","confidence":0.75},{"source":"implementation workflow","relationship":"requires","target":"tests","confidence":0.8},{"source":"implementation workflow","relationship":"requires","target":"verification via build/test/typecheck/lint/manual API verification","confidence":0.8}],"proposals":[{"action":"none","confidence":0.85,"reason":"Candidate [5] (6e817418-851e-4b27-bc37-c9f00a1b8e22) already captures this procedural requirement as the first step: 'Create the new routes file'. The new fact is a subset of the existing next-steps documentation, which also includes updating daemon.ts, writing tests, and verification.","fact":{"content":"A new routes file must be created as part of the implementation workflow","type":"procedural","confidence":0.7}},{"action":"none","confidence":0.9,"reason":"Candidate [5] already documents this exact step: 'update daemon.ts to import and mount the routes' as part of the Next Steps. The new fact is procedural confirmation of work already captured in existing memory.","fact":{"content":"daemon.ts must be updated to import and mount the new routes","type":"procedural","confidence":0.75}},{"action":"none","confidence":0.95,"reason":"Candidate [4] 'Testing Strategy' already covers this with detailed specifics: unit tests for helpers and route integration tests validating CRUD and security. Candidate [5] 'Next Steps' also explicitly mentions 'write tests'. New fact is redundant and less detailed than existing memory.","fact":{"content":"Tests must be written to verify the new routes implementation","type":"procedural","confidence":0.8}},{"action":"update","targetMemoryId":"135dd42b-4f59-49ad-ac5f-c0d7a0587032","confidence":0.8,"reason":"New fact provides a cleaner, more universal verification checklist (build, test, typecheck, lint checks, manual API verification) that can supersede the implementation-specific details in [2]. Merged result removes context-specific items (daemon restart, file structure) and establishes a general procedural standard applicable across projects.","fact":{"content":"Verification must include build, test, typecheck, lint checks, and manual API verification","type":"procedural","confidence":0.8},"targetContent":"Verification includes build passes, typecheck, testing hook output, daemon restart with file edits, and generated file structure validation."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 84ce0581-dd0a-4032-bb26-59d426245d8b
memory_id: aab9c116-a50f-4c24-87fd-05d07053558a
job_type: extract
status: completed
leased_at: 2026-02-28T04:28:00.610Z
completed_at: 2026-02-28T04:29:18.045Z
created_at: 2026-02-28T04:24:13.373Z
updated_at: 2026-02-28T04:29:18.045Z
result:
  {"facts":[{"content":"Nicholai presented a detailed specification for Phase 2 of the predictive memory scorer project","type":"fact","confidence":0.95},{"content":"Phases 0 and 1 of the predictive memory scorer project are complete","type":"fact","confidence":0.95},{"content":"The predictive memory scorer daemon component includes session_memories tracking","type":"fact","confidence":0.9},{"content":"The predictive memory scorer daemon component includes FTS (Full-Text Search) hit logging","type":"fact","confidence":0.9},{"content":"The predictive memory scorer daemon component includes enhanced continuity scoring","type":"fact","confidence":0.9},{"content":"Phase 2 of the predictive memory scorer is currently in the planning stage","type":"fact","confidence":0.95}],"entities":[{"source":"Nicholai","relationship":"presented specification for","target":"Predictive Memory Scorer Phase 2","confidence":0.95},{"source":"Predictive Memory Scorer","relationship":"completed","target":"Phase 0","confidence":0.95},{"source":"Predictive Memory Scorer","relationship":"completed","target":"Phase 1","confidence":0.95},{"source":"Predictive Memory Scorer daemon","relationship":"implements","target":"session_memories tracking","confidence":0.9},{"source":"Predictive Memory Scorer daemon","relationship":"implements","target":"FTS hit logging","confidence":0.9},{"source":"Predictive Memory Scorer daemon","relationship":"implements","target":"enhanced continuity scoring","confidence":0.9}],"proposals":[{"action":"add","confidence":0.95,"reason":"New fact describes Phase 2 specification presentation, which is distinct from existing Phase 1 completion memories. Represents natural project progression not covered by current candidates.","fact":{"content":"Nicholai presented a detailed specification for Phase 2 of the predictive memory scorer project","type":"fact","confidence":0.95}},{"action":"update","targetMemoryId":"b958319b-aa4c-4088-b833-55c4e7a90069","confidence":0.92,"reason":"Candidate 4 already documents Phase 1 completion; new fact expands this to include Phase 0 completion. Merge into single authoritative statement covering both phases.","fact":{"content":"Phases 0 and 1 of the predictive memory scorer project are complete","type":"fact","confidence":0.95},"targetContent":"Nicholai completed Phase 1 of the predictive memory scorer implementation"},{"action":"none","confidence":0.95,"reason":"Candidate #5 (aab9c116-a50f-4c24-87fd-05d07053558a) already explicitly documents that the daemon includes session_memories tracking as part of Phase 2 planning notes. New fact is redundant.","fact":{"content":"The predictive memory scorer daemon component includes session_memories tracking","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly states the daemon includes 'FTS hit logging' as part of Phase 1 completion. New fact is redundant with existing memory.","fact":{"content":"The predictive memory scorer daemon component includes FTS (Full-Text Search) hit logging","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] explicitly states the daemon has 'enhanced continuity scoring' as a completed feature from Phases 0-1","fact":{"content":"The predictive memory scorer daemon component includes enhanced continuity scoring","type":"fact","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate [5] already documents Phase 2 planning with specific details: 'Nicholai presented a detailed specification for Phase 2 of the predictive memory scorer project.' The new fact that 'Phase 2 is currently in the planning stage' is subsumed by this more detailed existing memory which covers the same status.","fact":{"content":"Phase 2 of the predictive memory scorer is currently in the planning stage","type":"fact","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: 45c8a96d-0590-4852-abaf-ac4aee635e72
memory_id: 4a9d6371-ae7d-49b6-937d-abe62bb5c5d1
job_type: extract
status: completed
leased_at: 2026-02-28T04:29:20.046Z
completed_at: 2026-02-28T04:29:59.797Z
created_at: 2026-02-28T04:24:13.383Z
updated_at: 2026-02-28T04:29:59.797Z
result:
  {"facts":[{"content":"Phase 2's objective is to fill the critical gap in `packages/predictor/src/data.rs`","type":"procedural","confidence":0.95},{"content":"The file `packages/predictor/src/data.rs` is currently implemented as a 50-line stub that returns empty vectors","type":"fact","confidence":0.95},{"content":"There is a critical gap in the implementation of `packages/predictor/src/data.rs` that needs to be addressed","type":"semantic","confidence":0.9}],"entities":[{"source":"Phase 2","relationship":"focuses_on","target":"packages/predictor/src/data.rs","confidence":0.95},{"source":"packages/predictor/src/data.rs","relationship":"is_a","target":"stub","confidence":0.95},{"source":"packages/predictor/src/data.rs","relationship":"currently_returns","target":"empty vectors","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate 4a9d6371-ae7d-49b6-937d-abe62bb5c5d1 already covers Phase 2's objective for data.rs with more detail (current 50-line stub state). New fact is redundant.","fact":{"content":"Phase 2's objective is to fill the critical gap in `packages/predictor/src/data.rs`","type":"procedural","confidence":0.95}},{"action":"none","targetMemoryId":"4a9d6371-ae7d-49b6-937d-abe62bb5c5d1","confidence":0.95,"reason":"Candidate [5] already captures this exact information as part of Phase 2 context: 'currently a 50-line stub returning empty vectors'. No new information to store.","fact":{"content":"The file `packages/predictor/src/data.rs` is currently implemented as a 50-line stub that returns empty vectors","type":"fact","confidence":0.95},"targetContent":"Phase 2 focuses on filling the critical gap in `packages/predictor/src/data.rs` — currently a 50-line stub returning empty vectors."},{"action":"none","confidence":0.95,"reason":"The new fact about a critical gap in `packages/predictor/src/data.rs` is already documented in candidate [5], which explicitly describes Phase 2 as 'filling the critical gap in packages/predictor/src/data.rs — currently a 50-line stub returning empty vectors.' The new fact is subsumed by existing memory with identical scope.","fact":{"content":"There is a critical gap in the implementation of `packages/predictor/src/data.rs` that needs to be addressed","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: a7d65ef7-a58d-48d5-809d-c7bea1885d9f
memory_id: 0de973b0-d9a3-4d1b-8aef-665e1a0eee17
job_type: extract
status: completed
leased_at: 2026-02-28T04:30:01.799Z
completed_at: 2026-02-28T04:30:51.352Z
created_at: 2026-02-28T04:24:13.394Z
updated_at: 2026-02-28T04:30:51.352Z
result:
  {"facts":[{"content":"The implementation plan involves rewriting data.rs to read from SQLite directly instead of the current approach","type":"decision","confidence":0.95},{"content":"The current system serializes embeddings over JSON-RPC for each session","type":"fact","confidence":0.9},{"content":"Direct SQLite reads enable the predictor to autonomously assemble training batches without serializing embeddings over JSON-RPC per session","type":"rationale","confidence":0.9}],"entities":[{"source":"data.rs","relationship":"will be rewritten to read from","target":"SQLite","confidence":0.95},{"source":"predictor","relationship":"autonomously assembles via direct SQLite reads","target":"training batches","confidence":0.9},{"source":"SQLite direct reads","relationship":"eliminates","target":"JSON-RPC embeddings serialization per session","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already documents this exact decision with greater detail, including the rationale (enabling autonomous batch assembly without JSON-RPC serialization). The new fact is redundant and less informative than the existing memory.","fact":{"content":"The implementation plan involves rewriting data.rs to read from SQLite directly instead of the current approach","type":"decision","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"New fact describes a specific serialization transport mechanism (JSON-RPC) for embeddings. Existing memories cover embedding queries, computation, and parsing but not the JSON-RPC serialization layer itself.","fact":{"content":"The current system serializes embeddings over JSON-RPC for each session","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already captured by candidate [5] (ID: 0de973b0-d9a3-4d1b-8aef-665e1a0eee17). Both describe the same technical implementation detail: direct SQLite reads enabling autonomous batch assembly without JSON-RPC serialization. The existing memory is slightly more specific (mentions data.rs rewrite) and serves as the authoritative record.","fact":{"content":"Direct SQLite reads enable the predictor to autonomously assemble training batches without serializing embeddings over JSON-RPC per session","type":"rationale","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: f308f576-f6eb-4769-9101-eb6411cc9ac7
memory_id: d06c7095-d57d-4e89-902c-fa4af0f9971c
job_type: extract
status: completed
leased_at: 2026-02-28T04:30:53.353Z
completed_at: 2026-02-28T04:31:48.458Z
created_at: 2026-02-28T04:24:13.406Z
updated_at: 2026-02-28T04:31:48.458Z
result:
  {"facts":[{"content":"The Signet data loading architecture implements a two-query pattern that first loads scored sessions, then loads per-session candidates","type":"procedural","confidence":0.95},{"content":"The data loading architecture reads from session_scores table and filters records by confidence >= 0.6 threshold","type":"procedural","confidence":0.95},{"content":"The data loading architecture joins session_memories → memories → embeddings tables in sequence","type":"semantic","confidence":0.95},{"content":"The data loading architecture uses LEFT JOIN when joining embeddings to optionally include embedding blobs that may not exist for all memory records","type":"procedural","confidence":0.95}],"entities":[{"source":"data loading architecture","relationship":"implements","target":"two-query pattern","confidence":0.95},{"source":"two-query pattern","relationship":"reads from","target":"session_scores table","confidence":0.95},{"source":"session_scores","relationship":"filtered by","target":"confidence >= 0.6","confidence":0.95},{"source":"session_memories","relationship":"joins to","target":"memories","confidence":0.95},{"source":"memories","relationship":"joins to","target":"embeddings","confidence":0.95},{"source":"embeddings","relationship":"optionally includes","target":"embedding blobs","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already contains this exact architectural detail: 'Two-query pattern (scored sessions, then per-session candidates)'. That memory is more comprehensive, including the confidence threshold (>= 0.6) and join pattern details. The new fact adds no new information.","fact":{"content":"The Signet data loading architecture implements a two-query pattern that first loads scored sessions, then loads per-session candidates","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already comprehensively documents this data loading architecture detail, including the session_scores filtering with confidence >= 0.6 threshold and the full join pattern. New fact is fully covered.","fact":{"content":"The data loading architecture reads from session_scores table and filters records by confidence >= 0.6 threshold","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate [4] already documents the exact table joining pattern: 'joins session_memories → memories → embeddings with LEFT JOIN for optional embedding blobs'. The new fact is a less detailed restatement of information already captured in the existing memory.","fact":{"content":"The data loading architecture joins session_memories → memories → embeddings tables in sequence","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already contains this architectural detail: 'joins session_memories → memories → embeddings with LEFT JOIN for optional embedding blobs.' The new fact is fully captured in existing memory.","fact":{"content":"The data loading architecture uses LEFT JOIN when joining embeddings to optionally include embedding blobs that may not exist for all memory records","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: ee870a05-b76b-41f1-a3eb-ffd022a42afe
memory_id: 1753d025-4e75-43ed-8692-11741463ce23
job_type: extract
status: completed
leased_at: 2026-02-28T04:31:50.459Z
completed_at: 2026-02-28T04:33:17.247Z
created_at: 2026-02-28T04:24:13.417Z
updated_at: 2026-02-28T04:33:17.247Z
result:
  {"facts":[{"content":"Memory candidate features are represented as 12-dimensional vectors combining multiple signal dimensions","type":"semantic","confidence":0.95},{"content":"Recency feature for memory candidates is encoded as log-transformed age in days","type":"procedural","confidence":0.95},{"content":"Access frequency feature for memory candidates is encoded as log-transformed count","type":"procedural","confidence":0.95},{"content":"Memory candidate vectors include cyclical encodings for time-of-day, day-of-week, and month using sin/cos pairs","type":"procedural","confidence":0.95},{"content":"Memory candidate feature vectors include session gap measured in hours","type":"procedural","confidence":0.95},{"content":"Memory candidate feature vectors include binary embedded flag and binary deleted flag","type":"procedural","confidence":0.95},{"content":"Memory candidate feature engineering combines 8 signal dimensions: recency, importance, access frequency, 3 cyclical time features, session gap, 2 binary flags","type":"fact","confidence":0.95}],"entities":[{"source":"memory candidate vector","relationship":"encodes","target":"recency (log age in days)","confidence":0.95},{"source":"memory candidate vector","relationship":"includes","target":"importance score","confidence":0.95},{"source":"memory candidate vector","relationship":"encodes","target":"access frequency (log count)","confidence":0.95},{"source":"memory candidate vector","relationship":"includes","target":"cyclical encodings (sin/cos pairs)","confidence":0.95},{"source":"cyclical encodings","relationship":"covers","target":"time-of-day, day-of-week, month","confidence":0.95},{"source":"memory candidate vector","relationship":"includes","target":"session gap hours","confidence":0.95},{"source":"memory candidate vector","relationship":"includes","target":"embedded flag","confidence":0.95},{"source":"memory candidate vector","relationship":"includes","target":"deleted flag","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already contains this information in detail, explicitly stating '12-dimensional vectors per candidate combining recency, importance, access frequency, cyclical encodings for time-of-day/day-of-week/month, session gap hours, embedded flag, and deleted flag.' The new fact is less specific than existing memory.","fact":{"content":"Memory candidate features are represented as 12-dimensional vectors combining multiple signal dimensions","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate [5] already documents this encoding detail: 'recency (log age in days)' is explicitly mentioned in the feature engineering description. New fact is already covered.","fact":{"content":"Recency feature for memory candidates is encoded as log-transformed age in days","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already documents this detail: 'access frequency (log count)' is explicitly listed as part of the 12-dimensional feature vector for the predictive memory scorer. The new fact is redundant with existing memory coverage.","fact":{"content":"Access frequency feature for memory candidates is encoded as log-transformed count","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"New fact is already comprehensively covered by candidate [3], which details the full 12-dimensional feature engineering approach including cyclical encodings for time-of-day/day-of-week/month using sin/cos pairs. No new information to capture.","fact":{"content":"Memory candidate vectors include cyclical encodings for time-of-day, day-of-week, and month using sin/cos pairs","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate [5] already explicitly includes 'session gap hours' as a component of the 12-dimensional feature vector for memory candidate scoring. The new fact is fully covered by this existing specification.","fact":{"content":"Memory candidate feature vectors include session gap measured in hours","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly documents the 12-dimensional feature vector structure, including 'embedded flag' and 'deleted flag' as components. The new fact is fully covered by this existing memory.","fact":{"content":"Memory candidate feature vectors include binary embedded flag and binary deleted flag","type":"procedural","confidence":0.95}},{"action":"update","targetMemoryId":"1753d025-4e75-43ed-8692-11741463ce23","confidence":0.88,"reason":"New fact describes the 8 conceptual signal dimensions that expand to the 12-dimensional vectors in the existing memory (cyclical features become sin/cos pairs = 6 dimensions). Merging provides both the high-level signal categories and technical implementation details.","fact":{"content":"Memory candidate feature engineering combines 8 signal dimensions: recency, importance, access frequency, 3 cyclical time features, session gap, 2 binary flags","type":"fact","confidence":0.95},"targetContent":"**Feature Engineering**: 12-dimensional vectors per candidate combining recency (log age in days), importance, access frequency (log count), cyclical encodings for time-of-day/day-of-week/month (sin/cos pairs), session gap hours, embedded flag, and deleted flag."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 01488415-cff3-40db-9db8-64dda6689502
memory_id: 7f9f55c5-02e8-4317-b5ac-1d5f1a1b5649
job_type: extract
status: completed
leased_at: 2026-02-28T04:33:19.249Z
completed_at: 2026-02-28T04:34:03.379Z
created_at: 2026-02-28T04:24:13.427Z
updated_at: 2026-02-28T04:34:03.379Z
result:
  {"facts":[{"content":"Label Construction blends continuity scorer's per-memory relevance scores with FTS behavioral signals to generate labels","type":"procedural","confidence":0.95},{"content":"The continuity scorer produces per-memory relevance scores that are used in the Label Construction process","type":"semantic","confidence":0.95},{"content":"Full-Text Search (FTS) behavioral signals are combined with continuity scorer output during label construction","type":"semantic","confidence":0.95}],"entities":[{"source":"Label Construction","relationship":"blends","target":"continuity scorer's per-memory relevance scores","confidence":0.95},{"source":"Label Construction","relationship":"blends","target":"FTS behavioral signals","confidence":0.95},{"source":"continuity scorer","relationship":"produces","target":"per-memory relevance scores","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already contains this exact information: 'Label Construction: Blends continuity scorer's per-memory relevance scores with FTS behavioral signals.' The new fact adds only 'to generate labels' at the end, which is already implied by the existing memory.","fact":{"content":"Label Construction blends continuity scorer's per-memory relevance scores with FTS behavioral signals to generate labels","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"New fact is already captured by candidate [5], which explicitly states: 'Label Construction: Blends continuity scorer's per-memory relevance scores with FTS behavioral signals.' This covers the same relationship between continuity scorer and Label Construction.","fact":{"content":"The continuity scorer produces per-memory relevance scores that are used in the Label Construction process","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already captured by candidate [4] 'Label Construction: Blends continuity scorer's per-memory relevance scores with FTS behavioral signals.' Both describe the same relationship between FTS signals and continuity scorer output in label construction.","fact":{"content":"Full-Text Search (FTS) behavioral signals are combined with continuity scorer output during label construction","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: 63f10e61-b00e-4404-b37d-51b594f11237
memory_id: f628c335-5440-4cd7-90db-9639bda32b93
job_type: extract
status: completed
leased_at: 2026-02-28T04:34:05.380Z
completed_at: 2026-02-28T04:34:57.058Z
created_at: 2026-02-28T04:24:13.440Z
updated_at: 2026-02-28T04:34:57.058Z
result:
  {"facts":[{"content":"Deleted memories are scored at -0.3 (strongly negative)","type":"procedural","confidence":0.95},{"content":"Injected memories use relevance scores for scoring, with session score as a fallback value","type":"procedural","confidence":0.95},{"content":"Non-injected memories use Full-Text Search (FTS) hit counts as miss signals for scoring: 0.6 for 2+ hits, 0.3 for 1 hit, 0.0 for no matches","type":"procedural","confidence":0.95},{"content":"Session-level novel_context_count parameter is used to refine memory labels beyond initial FTS and relevance scoring","type":"procedural","confidence":0.85}],"entities":[{"source":"deleted memories","relationship":"scored at","target":"-0.3","confidence":0.95},{"source":"injected memories","relationship":"use","target":"relevance scores","confidence":0.95},{"source":"injected memories","relationship":"fallback to","target":"session score","confidence":0.95},{"source":"non-injected memories","relationship":"use","target":"FTS hits for scoring","confidence":0.95},{"source":"FTS hits (2 or more)","relationship":"scored at","target":"0.6","confidence":0.95},{"source":"FTS hits (exactly 1)","relationship":"scored at","target":"0.3","confidence":0.95},{"source":"FTS hits (0)","relationship":"scored at","target":"0.0","confidence":0.95},{"source":"novel_context_count","relationship":"refines","target":"memory labels","confidence":0.85}],"proposals":[{"action":"none","confidence":0.98,"reason":"New fact is already comprehensively covered in candidate [2], which explicitly states 'Deleted memories strongly negative (-0.3)' as part of a detailed memory scoring system description.","fact":{"content":"Deleted memories are scored at -0.3 (strongly negative)","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Exact match found in candidate [5] which already documents the complete specification: 'injected memories use relevance scores (fallback to session score)'. The new fact is fully covered by existing memory.","fact":{"content":"Injected memories use relevance scores for scoring, with session score as a fallback value","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by candidate [5], which explicitly states the identical FTS scoring logic for non-injected memories (0.6 for 2+ hits, 0.3 for 1 hit, 0.0 for no matches). Candidate [5] is more complete, including context about deleted/injected memories.","fact":{"content":"Non-injected memories use Full-Text Search (FTS) hit counts as miss signals for scoring: 0.6 for 2+ hits, 0.3 for 1 hit, 0.0 for no matches","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly documents that 'Session-level novel_context_count refines labels further' as part of the label construction process. The new fact restates the same procedural detail without adding new information.","fact":{"content":"Session-level novel_context_count parameter is used to refine memory labels beyond initial FTS and relevance scoring","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: f9a05a09-2a9e-4c07-88df-9ef9935281f9
memory_id: fd3bfc0e-73c0-4c36-8a6f-4e3e4d810d85
job_type: extract
status: completed
leased_at: 2026-02-28T04:34:59.073Z
completed_at: 2026-02-28T04:36:00.472Z
created_at: 2026-02-28T04:24:13.451Z
updated_at: 2026-02-28T04:36:00.472Z
result:
  {"facts":[{"content":"Query embeddings are computed synthetically as the mean of injected embeddings","type":"fact","confidence":0.95},{"content":"Embeddings have a fixed dimension of 768","type":"fact","confidence":0.95},{"content":"Embeddings are stored in Float32 Little Endian (LE) binary format","type":"fact","confidence":0.95},{"content":"Blob parsing validates embedding dimension mismatches to detect malformed data","type":"procedural","confidence":0.9},{"content":"Blob parsing skips invalid embedding entries instead of raising errors, allowing graceful degradation","type":"procedural","confidence":0.9}],"entities":[{"source":"query embedding","relationship":"computed from","target":"mean of injected embeddings","confidence":0.95},{"source":"embeddings","relationship":"dimension","target":"768","confidence":0.95},{"source":"embeddings","relationship":"serialization format","target":"Float32 LE","confidence":0.95},{"source":"blob parsing","relationship":"validates","target":"embedding dimensions","confidence":0.9},{"source":"blob parsing","relationship":"handles invalid","target":"embedding entries","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this fact with additional technical details (768 dims, Float32 LE format, blob parsing validation). No new information to add.","fact":{"content":"Query embeddings are computed synthetically as the mean of injected embeddings","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New fact about embedding dimensions is unrelated to existing candidate about CSS radius measurements. No overlap or contradiction detected. Should be stored as new memory.","fact":{"content":"Embeddings have a fixed dimension of 768","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New fact about embeddings binary format. No existing candidate covers embeddings storage format; candidates 1-2 are about Gemini/Veo API specifics, and candidate 3 is about synthesis prompt formatting. This deserves separate storage.","fact":{"content":"Embeddings are stored in Float32 Little Endian (LE) binary format","type":"fact","confidence":0.95}},{"action":"none","targetMemoryId":"fd3bfc0e-73c0-4c36-8a6f-4e3e4d810d85","confidence":0.95,"reason":"New fact is already captured by candidate 5, which explicitly states: 'Blob parsing validates dimension mismatch and skips invalid entries.' Both express the same procedural behavior of dimension validation during blob parsing to prevent malformed data.","fact":{"content":"Blob parsing validates embedding dimension mismatches to detect malformed data","type":"procedural","confidence":0.9},"targetContent":"**Embedding Handling**: Query embedding computed synthetically as mean of injected embeddings (768 dims, Float32 LE format). Blob parsing validates dimension mismatch and skips invalid entries."},{"action":"update","targetMemoryId":"fd3bfc0e-73c0-4c36-8a6f-4e3e4d810d85","confidence":0.95,"reason":"New fact clarifies the design intent (graceful degradation via skipping vs error-raising) of the existing blob parsing behavior already captured in candidate 5. Merge to emphasize this is a deliberate architectural choice.","fact":{"content":"Blob parsing skips invalid embedding entries instead of raising errors, allowing graceful degradation","type":"procedural","confidence":0.9},"targetContent":"**Embedding Handling**: Query embedding computed synthetically as mean of injected embeddings (768 dims, Float32 LE format). Blob parsing validates dimension mismatch and skips invalid entries."}],"writeMode":"phase-c","writeStats":{"added":2,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":2},"warnings":[]}


id: 1b15ac88-9d1e-484a-a395-6e4104dcad55
memory_id: 97669e3b-c381-43b2-93c3-73361f40ec04
job_type: extract
status: completed
leased_at: 2026-02-28T04:36:02.474Z
completed_at: 2026-02-28T04:37:10.615Z
created_at: 2026-02-28T04:24:13.462Z
updated_at: 2026-02-28T04:37:10.615Z
result:
  {"facts":[{"content":"The implementation uses manual ISO 8601 timestamp parsing to avoid adding a chrono dependency","type":"procedural","confidence":0.85},{"content":"Zeller's formula is used for calculating day-of-week values","type":"procedural","confidence":0.9},{"content":"SQLite database is operated in read-only mode","type":"decision","confidence":0.9},{"content":"The loss_temperature parameter is configurable via the DataConfig struct rather than hardcoded","type":"decision","confidence":0.95},{"content":"The min_scorer_confidence parameter is configurable via the DataConfig struct rather than hardcoded","type":"decision","confidence":0.95}],"entities":[{"source":"implementation","relationship":"uses","target":"manual ISO 8601 timestamp parsing","confidence":0.9},{"source":"implementation","relationship":"avoids","target":"chrono dependency","confidence":0.85},{"source":"implementation","relationship":"uses","target":"Zeller's formula","confidence":0.9},{"source":"implementation","relationship":"uses","target":"SQLite in read-only mode","confidence":0.9},{"source":"DataConfig struct","relationship":"configures","target":"loss_temperature","confidence":0.95},{"source":"DataConfig struct","relationship":"configures","target":"min_scorer_confidence","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly documents this implementation choice: 'Manual ISO 8601 timestamp parsing (no chrono dependency)'. The new fact adds no new information and is fully contained within existing memory.","fact":{"content":"The implementation uses manual ISO 8601 timestamp parsing to avoid adding a chrono dependency","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"This fact is already explicitly covered in candidate #2's implementation notes which mentions 'Zeller's formula for day-of-week'","fact":{"content":"Zeller's formula is used for calculating day-of-week values","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"New fact describes a key architectural constraint (read-only SQLite database) not covered by existing memories. Related to but distinct from candidate [4] (withWriteDb procedure). Worth storing as a separate fact for clarity on database access patterns.","fact":{"content":"SQLite database is operated in read-only mode","type":"decision","confidence":0.9}},{"action":"none","confidence":0.98,"reason":"Candidate [5] already contains this exact information in its implementation notes: 'no loss_temperature or min_scorer_confidence hardcoding (configurable via DataConfig struct)'. The new fact is already covered.","fact":{"content":"The loss_temperature parameter is configurable via the DataConfig struct rather than hardcoded","type":"decision","confidence":0.95}},{"action":"none","targetMemoryId":"97669e3b-c293-43b2-93c3-73361f40ec04","confidence":0.95,"reason":"New fact about min_scorer_confidence configurability via DataConfig is already explicitly covered in existing memory [4] (Implementation Notes), which states 'no loss_temperature or min_scorer_confidence hardcoding (configurable via DataConfig struct)'","fact":{"content":"The min_scorer_confidence parameter is configurable via the DataConfig struct rather than hardcoded","type":"decision","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: ca894061-9abb-4bed-9ca3-62017ecd0c11
memory_id: f9c29fe5-8565-460e-9d24-ea073ccc3c32
job_type: extract
status: completed
leased_at: 2026-02-28T04:37:12.617Z
completed_at: 2026-02-28T04:37:57.894Z
created_at: 2026-02-28T04:24:13.474Z
updated_at: 2026-02-28T04:37:57.894Z
result:
  {"facts":[{"content":"A rewrite of data.rs is planned as a next step implementation task that should follow an existing specification","type":"procedural","confidence":0.85},{"content":"The message discussing the data.rs rewrite implementation was truncated, resulting in incomplete context regarding error handling and optimization strategies","type":"fact","confidence":0.9},{"content":"Error handling approaches and optimization strategies are expected to be part of the data.rs rewrite implementation but are missing from the available context due to message truncation","type":"procedural","confidence":0.7}],"entities":[{"source":"data.rs","relationship":"is-subject-of","target":"rewrite implementation","confidence":0.85},{"source":"data.rs rewrite","relationship":"should-follow","target":"specification","confidence":0.8},{"source":"data.rs rewrite","relationship":"requires-planning-for","target":"error handling","confidence":0.7},{"source":"data.rs rewrite","relationship":"requires-planning-for","target":"optimization strategies","confidence":0.7}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] directly covers this fact: 'Next Steps Implementation of data.rs rewrite following the specification.' Candidate [4] provides additional context about the technical details (SQLite, autonomous batch assembly). The new fact is already well-represented in the memory system.","fact":{"content":"A rewrite of data.rs is planned as a next step implementation task that should follow an existing specification","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate 5 already captures the truncation issue and its implications for error handling/optimization context. New fact provides no additional information beyond what's already documented.","fact":{"content":"The message discussing the data.rs rewrite implementation was truncated, resulting in incomplete context regarding error handling and optimization strategies","type":"fact","confidence":0.9}},{"action":"update","targetMemoryId":"f9c29fe5-8565-460e-9d24-ea073ccc3c32","confidence":0.7,"reason":"New fact directly reinforces existing memory [5]. Both reference the data.rs rewrite and truncated context containing error handling/optimization strategies. Merging clarifies that these are expected implementation components but currently missing from available context—should be flagged for future implementation phases.","fact":{"content":"Error handling approaches and optimization strategies are expected to be part of the data.rs rewrite implementation but are missing from the available context due to message truncation","type":"procedural","confidence":0.7},"targetContent":"## Next Steps Implementation of data.rs rewrite following the specification. Message was truncated; may contain additional context on error handling or optimization strategies."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: cb06ee1c-2809-41eb-be7e-d22a63d482ca
memory_id: e719a6d9-4808-4059-9480-50c1858371d4
job_type: extract
status: completed
leased_at: 2026-02-28T05:55:28.451Z
completed_at: 2026-02-28T05:56:03.269Z
created_at: 2026-02-28T04:55:01.902Z
updated_at: 2026-02-28T05:56:03.269Z
result:
  {"facts":[{"content":"Phase 1 of project scaffolding created Astro configuration and updated project metadata","type":"procedural","confidence":0.95},{"content":"The astro.config.mjs file was configured to output static site files rather than server-rendered content","type":"procedural","confidence":0.95},{"content":"The Astro static site is configured to deploy to the domain https://www.signetai.sh","type":"fact","confidence":0.95}],"entities":[{"source":"Phase 1 Project Scaffolding","relationship":"configures","target":"Astro","confidence":0.9},{"source":"astro.config.mjs","relationship":"configured for","target":"static output","confidence":0.95},{"source":"Astro site","relationship":"deploys to","target":"https://www.signetai.sh","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Phase 1 of project scaffolding created Astro configuration and updated project metadata","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"The astro.config.mjs file was configured to output static site files rather than server-rendered content","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"The Astro static site is configured to deploy to the domain https://www.signetai.sh","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":3,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 4e9085b4-f42c-43ad-8ee3-bbddc74668de
memory_id: 0adfab77-44c3-42dc-ab00-3435322959b3
job_type: extract
status: completed
leased_at: 2026-02-28T05:55:53.026Z
completed_at: 2026-02-28T05:56:08.727Z
created_at: 2026-02-28T04:55:01.921Z
updated_at: 2026-02-28T05:56:08.727Z
result:
  {"facts":[{"content":"Daemon change verification requires the following steps: build passes, typecheck, testing hook output, daemon restart with file edits, and generated file structure validation","type":"procedural","confidence":0.95}],"entities":[{"source":"daemon verification","relationship":"requires","target":"build passes","confidence":0.95},{"source":"daemon verification","relationship":"requires","target":"typecheck","confidence":0.95},{"source":"daemon verification","relationship":"requires","target":"testing hook output","confidence":0.95},{"source":"daemon verification","relationship":"requires","target":"daemon restart with file edits","confidence":0.95},{"source":"daemon verification","relationship":"requires","target":"generated file structure validation","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Daemon change verification requires the following steps: build passes, typecheck, testing hook output, daemon restart with file edits, and generated file structure validation","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: adca9264-d3b9-4ddd-b697-19b67fcd2839
memory_id: 79674611-2f8f-43da-93d0-6171de894142
job_type: extract
status: completed
leased_at: 2026-02-28T05:54:25.852Z
completed_at: 2026-02-28T05:54:55.292Z
created_at: 2026-02-28T04:55:01.952Z
updated_at: 2026-02-28T05:54:55.292Z
result:
  {"facts":[{"content":"The signetai monorepo release procedure for Part 1 (Version Synchronization) requires pulling the latest commits before making version changes","type":"procedural","confidence":0.9},{"content":"All package.json files in the signetai monorepo must be manually bumped to the target release version (e.g., 0.8.3) during the release process","type":"procedural","confidence":0.9},{"content":"Release commits for signetai must use the message format 'chore: release X.Y.Z' to match the GitHub Actions workflow skip filter","type":"procedural","confidence":0.85},{"content":"The signetai release procedure requires creating and pushing a git tag in the format vX.Y.Z (e.g., v0.8.3) to the repository","type":"procedural","confidence":0.9},{"content":"Verification that a GitHub Release exists must be performed as the final step of the signetai Version Synchronization procedure","type":"procedural","confidence":0.85},{"content":"The implementation plan for signetai is structured in at least two parts, with Version Synchronization designated as Part 1","type":"procedural","confidence":0.85}],"entities":[{"source":"signetai release process","relationship":"requires step","target":"pull latest commits","confidence":0.9},{"source":"signetai release process","relationship":"requires step","target":"bump all package.json files","confidence":0.9},{"source":"signetai release process","relationship":"requires step","target":"create git tag vX.Y.Z","confidence":0.9},{"source":"signetai release process","relationship":"requires step","target":"verify GitHub Release exists","confidence":0.85},{"source":"release commit message","relationship":"must match format","target":"chore: release X.Y.Z","confidence":0.85},{"source":"Version Synchronization","relationship":"is designated as","target":"Part 1 of implementation plan","confidence":0.9}],"proposals":[{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"The signetai monorepo release procedure for Part 1 (Version Synchronization) requires pulling the latest commits before making version changes","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"All package.json files in the signetai monorepo must be manually bumped to the target release version (e.g., 0.8.3) during the release process","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"No existing memories match this fact","fact":{"content":"Release commits for signetai must use the message format 'chore: release X.Y.Z' to match the GitHub Actions workflow skip filter","type":"procedural","confidence":0.85}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"The signetai release procedure requires creating and pushing a git tag in the format vX.Y.Z (e.g., v0.8.3) to the repository","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"No existing memories match this fact","fact":{"content":"Verification that a GitHub Release exists must be performed as the final step of the signetai Version Synchronization procedure","type":"procedural","confidence":0.85}},{"action":"add","confidence":0.85,"reason":"No existing memories match this fact","fact":{"content":"The implementation plan for signetai is structured in at least two parts, with Version Synchronization designated as Part 1","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":6,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 9bfd9566-59f3-46dc-a212-3d94a68f1f71
memory_id: d6dbc5e6-f014-4701-b989-a627d7427959
job_type: extract
status: completed
leased_at: 2026-02-28T05:54:33.545Z
completed_at: 2026-02-28T05:54:57.189Z
created_at: 2026-02-28T04:55:01.963Z
updated_at: 2026-02-28T05:54:57.189Z
result:
  {"facts":[{"content":"The .github/workflows/release.yml GitHub Actions workflow should include concurrency controls configured with group: 'release-pipeline' and cancel-in-progress: true","type":"procedural","confidence":0.95},{"content":"A git pull --rebase command should be added to the release.yml workflow as a step before the git push step","type":"procedural","confidence":0.95},{"content":"A version existence check should be implemented in release.yml and executed before the npm publish step","type":"decision","confidence":0.95},{"content":"The version existence check in release.yml is intended to prevent re-publishing of package versions that have already been released to npm","type":"rationale","confidence":0.95}],"entities":[{"source":".github/workflows/release.yml","relationship":"should include","target":"concurrency controls with group 'release-pipeline' and cancel-in-progress: true","confidence":0.95},{"source":".github/workflows/release.yml","relationship":"should include before push","target":"git pull --rebase step","confidence":0.95},{"source":".github/workflows/release.yml","relationship":"should include before npm publish","target":"version existence check","confidence":0.95},{"source":"version existence check","relationship":"prevents","target":"re-publishing already-released versions","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"The .github/workflows/release.yml GitHub Actions workflow should include concurrency controls configured with group: 'release-pipeline' and cancel-in-progress: true","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"A git pull --rebase command should be added to the release.yml workflow as a step before the git push step","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"A version existence check should be implemented in release.yml and executed before the npm publish step","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"The version existence check in release.yml is intended to prevent re-publishing of package versions that have already been released to npm","type":"rationale","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":4,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 836dfa24-bcd2-4c29-9310-19c2b5e885e9
memory_id: 968cdcfe-fbaa-4ff2-af56-97e5e640be31
job_type: extract
status: completed
leased_at: 2026-02-28T05:54:57.294Z
completed_at: 2026-02-28T05:55:26.448Z
created_at: 2026-02-28T04:55:02.041Z
updated_at: 2026-02-28T05:55:26.448Z
result:
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result:
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result:
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result:
  {"facts":[{"content":"A merge operation targets `isaac-research-chain` as the destination repository","type":"decision","confidence":0.95},{"content":"The `isaac-research-chain` repository was selected as the merge destination because it has existing git history, which makes it suitable for receiving merged changes","type":"rationale","confidence":0.9}],"entities":[{"source":"merge operation","relationship":"targets","target":"isaac-research-chain repository","confidence":0.95},{"source":"isaac-research-chain repository","relationship":"has","target":"existing git history","confidence":0.9}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"A merge operation targets `isaac-research-chain` as the destination repository","type":"decision","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"The `isaac-research-chain` repository was selected as the merge destination because it has existing git history, which makes it suitable for receiving merged changes","type":"rationale","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":2,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


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updated_at: 2026-02-28T05:56:29.436Z
result:
  {"facts":[{"content":"The PipelineV2Config type currently uses a flat structure","type":"fact","confidence":0.95},{"content":"A refactoring plan exists to restructure PipelineV2Config from its current flat structure into a nested structure organized with semantic sub-objects","type":"decision","confidence":0.9},{"content":"A session was conducted to review and plan the PipelineV2Config type refactoring","type":"procedural","confidence":0.85}],"entities":[{"source":"PipelineV2Config","relationship":"currently uses","target":"flat structure","confidence":0.95},{"source":"PipelineV2Config","relationship":"planned refactoring to","target":"nested structure with semantic sub-objects","confidence":0.9}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"The PipelineV2Config type currently uses a flat structure","type":"fact","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"A refactoring plan exists to restructure PipelineV2Config from its current flat structure into a nested structure organized with semantic sub-objects","type":"decision","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"No existing memories match this fact","fact":{"content":"A session was conducted to review and plan the PipelineV2Config type refactoring","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":3,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


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updated_at: 2026-02-28T05:57:16.870Z
result:
  {"facts":[{"content":"Nicholai invoked the Figma MCP create_design_system_rules skill to analyze the OpenMarketUI codebase","type":"procedural","confidence":0.95},{"content":"The create_design_system_rules skill generates custom design system rules for Figma based on codebase analysis","type":"procedural","confidence":0.9},{"content":"The design system rules generated are intended for Figma integration with the OpenMarketUI project","type":"fact","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"invoked","target":"Figma MCP create_design_system_rules skill","confidence":0.95},{"source":"create_design_system_rules skill","relationship":"analyzes","target":"OpenMarketUI codebase","confidence":0.9},{"source":"create_design_system_rules skill","relationship":"generates_rules_for","target":"Figma integration","confidence":0.9}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Nicholai invoked the Figma MCP create_design_system_rules skill to analyze the OpenMarketUI codebase","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"The create_design_system_rules skill generates custom design system rules for Figma based on codebase analysis","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"The design system rules generated are intended for Figma integration with the OpenMarketUI project","type":"fact","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":2,"updated":0,"deleted":0,"deduped":1,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


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result:
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result:
  {"facts":[{"content":"The current OpenCode integration is implemented using string templates","type":"fact","confidence":0.9},{"content":"A comprehensive plan was created to replace the current string-template OpenCode integration with a proper TypeScript plugin implementation","type":"decision","confidence":0.85}],"entities":[{"source":"OpenCode integration","relationship":"currently uses","target":"string templates","confidence":0.9},{"source":"new OpenCode integration","relationship":"will be implemented as","target":"TypeScript plugin","confidence":0.85}],"proposals":[{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"The current OpenCode integration is implemented using string templates","type":"fact","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"No existing memories match this fact","fact":{"content":"A comprehensive plan was created to replace the current string-template OpenCode integration with a proper TypeScript plugin implementation","type":"decision","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":2,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


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result:
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result:
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result:
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result:
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updated_at: 2026-02-28T06:00:35.907Z
result:
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result:
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result:
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result:
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created_at: 2026-02-28T22:35:29.403Z
updated_at: 2026-02-28T22:43:35.074Z
result:
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