# memory_history

id: 7d0cab0f-292e-4cc4-8096-7b9c9606d25c
memory_id: be9fca4c-9221-4781-a0f7-51ff90402b3f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:24:53.189Z
reason:
  Candidate [4] already comprehensively covers this fact, including the exact quote 'exceptionally well-thought-out' as part of the external reviewer's validation. No new information or refinement is present.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The external reviewer described the predictive memory scorer's overall architecture as 'exceptionally well-thought-out'","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: eeba168b-136b-4da3-b6f4-89a6144d72dd
memory_id: be9fca4c-9221-4781-a0f7-51ff90402b3f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:24:53.189Z
reason:
  Candidate [3] already captures this fact exactly: 'The vision positions this as Signet's north star feature—the difference between a tool that remembers and a mind that persists.' The new fact is redundant and adds no new information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The North Star vision for the predictive memory scorer is framed as the 'difference between a tool that remembers and a mind that persists'","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7397bb70-0d6e-4769-85df-de694f82108e
memory_id: be9fca4c-9221-4781-a0f7-51ff90402b3f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:24:53.189Z
reason:
  Candidate [3] already explicitly states that the reviewer identified five concrete technical refinements. The new fact is redundant and already captured in that memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The external reviewer identified five concrete technical refinements needed for the predictive memory scorer specification","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 98c974a0-162b-41f8-82d8-77521bd591fc
memory_id: bc1438b5-c5f3-41cb-bdcd-4d902537ea78
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:25:23.662Z
reason:
  Candidate [4] already contains comprehensive coverage of this fact, including details about the external code review feedback on the predictive memory scorer specification, the reviewer's assessment, and the technical refinements identified. Candidate [5] also covers the core fact. New fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai received detailed code review feedback from an external source on the predictive memory scorer specification","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":1,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f951bd94-7229-4b4f-8982-a6b749108176
memory_id: 0ed165b8-2d9f-4772-bd29-81e296ae93c4
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:26:10.482Z
reason:
  Candidate [4] already contains this exact technical decision: 'HashTrick bucket count: Bump from 4,096 to 16,384 to reduce collisions in code-heavy memories'. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Increase HashTrick bucket count from 4,096 to 16,384 for better collision reduction in code-heavy memories","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":2,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7dc93bf6-fd3d-403b-86c0-b1c4ea28160d
memory_id: 0ed165b8-2d9f-4772-bd29-81e296ae93c4
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:26:10.482Z
reason:
  New fact is already covered by candidate 4 (ID: 0ed165b8), which explicitly states the HashTrick bucket count change from 4,096 to 16,384, mentions the ~1.1M parameters, L2 cache fit, and collision reduction goal. The new fact provides equivalent rationale with minor wording variation.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"HashTrick bucket count increase to 16,384 maintains ~1.1M parameters and fits within L2 cache constraints while reducing collisions in code-heavy memory operations","type":"rationale","confidence":0.8},"extractionModel":"haiku","factCount":2,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cc8478c6-a39a-462b-a90c-3b37adafe5fd
memory_id: ddd13670-c284-43be-b09f-a2c264f2fddf
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:27:22.478Z
reason:
  Candidate [3] already covers this exact information: 'Use T < 1.0 to sharpen soft label distributions'. The new fact is redundant and adds no novel content.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"For listwise loss functions in ranking models, the temperature parameter T should be set to values less than 1.0 (T < 1.0) to sharpen soft label probability distributions","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1a18ecd1-b5ad-4815-acbe-8119bdc1228c
memory_id: ddd13670-c284-43be-b09f-a2c264f2fddf
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:27:22.478Z
actor_type: pipeline
old_content:
  **Listwise loss temperature**: Use T < 1.0 to sharpen soft label distributions; flat P_true from continuity scorer soft labels requires aggressive sharpening 3.

new_content:
  Using T < 1.0 is necessary because the continuity scorer produces flat (uniform) P_true probability distributions in soft labels, which have weak training signal. Lower temperature values sharpen these distributions to improve ranking loss optimization.

reason:
  New fact provides more detailed rationale for the same core insight: T < 1.0 sharpens flat P_true distributions from continuity scorer. Merge to include explanation of 'weak training signal' and 'ranking loss optimization' context.


id: 3312b6b9-62b9-45c4-b37b-877d21ed4f69
memory_id: ddd13670-c284-43be-b09f-a2c264f2fddf
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:27:22.479Z
reason:
  New fact provides more detailed rationale for the same core insight: T < 1.0 sharpens flat P_true distributions from continuity scorer. Merge to include explanation of 'weak training signal' and 'ranking loss optimization' context.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"ddd13670-c284-43be-b09f-a2c264f2fddf","targetContent":"**Listwise loss temperature**: Use T < 1.0 to sharpen soft label distributions; flat P_true from continuity scorer soft labels requires aggressive sharpening 3.","confidence":0.85,"fact":{"content":"Using T < 1.0 is necessary because the continuity scorer produces flat (uniform) P_true probability distributions in soft labels, which have weak training signal. Lower temperature values sharpen these distributions to improve ranking loss optimization.","type":"rationale","confidence":0.8},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"ddd13670-c284-43be-b09f-a2c264f2fddf","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e845d0b2-eafc-46bf-8ef8-d17835aed6a6
memory_id: ddd13670-c284-43be-b09f-a2c264f2fddf
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:27:22.479Z
actor_type: pipeline
old_content:
  Using T < 1.0 is necessary because the continuity scorer produces flat (uniform) P_true probability distributions in soft labels, which have weak training signal. Lower temperature values sharpen these distributions to improve ranking loss optimization.

new_content:
  Temperature T < 1.0 in softmax sharpens a probability distribution by concentrating probability mass into peaked distributions rather than uniform distributions, making soft labels more selective

reason:
  New fact provides technical clarification of the sharpening mechanism already referenced in candidate #3. Both discuss T < 1.0 sharpening soft label distributions. The new fact explains the mechanism (concentration into peaked distributions) while the existing memory mentions the application (listwise loss). Merge them for a more complete understanding.


id: 3d3efe12-8f44-4c4f-923b-2fc71fdea769
memory_id: ddd13670-c284-43be-b09f-a2c264f2fddf
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:27:22.479Z
reason:
  New fact provides technical clarification of the sharpening mechanism already referenced in candidate #3. Both discuss T < 1.0 sharpening soft label distributions. The new fact explains the mechanism (concentration into peaked distributions) while the existing memory mentions the application (listwise loss). Merge them for a more complete understanding.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"ddd13670-c284-43be-b09f-a2c264f2fddf","targetContent":"**Listwise loss temperature**: Use T < 1.0 to sharpen soft label distributions; flat P_true from continuity scorer soft labels requires aggressive sharpening 3.","confidence":0.85,"fact":{"content":"Temperature T < 1.0 in softmax sharpens a probability distribution by concentrating probability mass into peaked distributions rather than uniform distributions, making soft labels more selective","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"ddd13670-c284-43be-b09f-a2c264f2fddf","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7f5843cc-9fb8-4401-9493-23a68585bc18
memory_id: 764e7351-4189-403c-8a5f-025401ede90e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:28:05.350Z
reason:
  Existing memory 764e7351-4189-403c-8a5f-025401ede90e already captures this exact fact: 'Apply cosine similarity filter before assigning strict 0.0 labels' in the negative sample filtering context. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Negative sample filtering applies a cosine similarity filter before assigning strict 0.0 labels","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 709cae07-c965-4168-a9f1-8c4f98955b04
memory_id: 764e7351-4189-403c-8a5f-025401ede90e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:28:05.350Z
reason:
  New fact is already captured by candidate [4] which states the same principle about cosine similarity filtering preventing training model mistakes in negative sample filtering. The wording is slightly more detailed but the information is identical.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Applying cosine similarity filtering before assigning strict 0.0 labels in negative sample filtering prevents the training model from replicating baseline mistakes","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c951c71f-fe2a-4eb8-b736-4ee473ab1129
memory_id: 5f58b02e-802a-482d-aa4d-5623d5293df5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:29:06.338Z
reason:
  Candidate [5] already captures the drift reset strategy detail: replay buffer (80% recent + 20% historical by continuity score) instead of 2x learning rate. New fact is covered with greater specificity in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The drift reset strategy uses a replay buffer instead of 2x learning rate increase for memory model training","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 16c0d25d-aafd-4f96-b5fc-2a32e8f7ff7d
memory_id: 5f58b02e-802a-482d-aa4d-5623d5293df5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:29:06.338Z
reason:
  New fact is already covered by candidate [5] (ID: 5f58b02e-802a-482d-aa4d-5623d5293df5), which states the exact same replay buffer composition (80% recent + 20% historical by continuity score) as the drift reset strategy. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The drift reset replay buffer composition is 80% recent data and 20% historical data, with historical data weighted by continuity score","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b27ae952-2282-4cfe-a6fe-47d5dbad6f09
memory_id: 5f58b02e-802a-482d-aa4d-5623d5293df5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:29:06.338Z
reason:
  Candidate [5] already captures this exact rationale: 'Use replay buffer instead of 2x learning rate to avoid catastrophic forgetting'. The new fact restates the same decision and reasoning without adding new information or nuance.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The replay buffer approach was chosen over 2x learning rate to avoid catastrophic forgetting in the memory model during drift reset","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 480249a3-c6e9-4da6-8d43-d173ee2e1a31
memory_id: c25213b3-6893-4405-9eb9-cd72417b4cd8
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:30:04.964Z
reason:
  Candidate 5 already contains this exact recommendation: 'RRF constant k: Drop from 60 to 10–15 for ~50 candidate memories; k=60 compresses rank variance when candidate list is small'. The new fact is a duplicate of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"c25213b3-6893-4405-9eb9-cd72417b4cd8","targetContent":"**RRF constant k**: Drop from 60 to 10–15 for ~50 candidate memories; k=60 compresses rank variance when candidate list is small All five recommendations are sound and likely to be incorporated into the specification.","confidence":0.95,"fact":{"content":"The RRF (Reciprocal Rank Fusion) constant k parameter should be tuned from 60 to 10-15 when working with approximately 50 candidate memories to improve ranking effectiveness","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f8ae94a3-22ce-4bf1-98de-b349ea242b88
memory_id: c25213b3-6893-4405-9eb9-cd72417b4cd8
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:30:04.964Z
reason:
  Existing memory [3] already documents the core fact: k=60 compresses rank variance when candidate list is small, and recommends dropping to 10–15 for ~50 candidates. New fact adds rationale (reduces effectiveness) but no new actionable information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"k=60 causes excessive compression of rank variance when the candidate memory list is small, reducing the effectiveness of the ranking algorithm","type":"rationale","confidence":0.8},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a0f9094c-c69b-47fa-9e18-af231af9baee
memory_id: c25213b3-6893-4405-9eb9-cd72417b4cd8
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:30:04.964Z
reason:
  Candidate [5] already comprehensively covers the RRF constant k tuning recommendation and explicitly states it is sound and likely to be incorporated into the specification. New fact adds no new information beyond what is already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The RRF constant k tuning recommendation is sound and likely to be incorporated into the Signet specification","type":"decision","confidence":0.8},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4d02fae1-0a6a-490d-842b-a01e2c3dae5d
memory_id: 94c3764f-d3c2-41f4-a204-3fe6129024f7
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:31:17.998Z
reason:
  Candidate [4] already captures this exact decision in greater detail: training microgpt character-level model on ~/.agents/memory/memories.db to explore hallucination patterns. New fact is a more abstract restatement of the same proposal.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai proposed training a character-level GPT model on personal memory database at ~/.agents/memory/memories.db to explore model hallucination patterns","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: aa0d2759-67c2-43da-b4e0-54b7c9947e9e
memory_id: 94c3764f-d3c2-41f4-a204-3fe6129024f7
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:31:17.998Z
reason:
  Existing memory #4 already explicitly states 'Rust implementation at `references/microgpt/src/main.rs`' in the context of the character-level model training experiment. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The microgpt character-level model is implemented in Rust at references/microgpt/src/main.rs","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a5c1b1a4-c99c-4372-8265-0a0fc5bc9edc
memory_id: 94c3764f-d3c2-41f4-a204-3fe6129024f7
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:31:17.998Z
reason:
  Candidate [5] already captures this exact concept: character-level GPT training on memory database as a 'funhouse-mirror experiment' to see what the model hallucinates on personal agent memories. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The experiment is framed as a 'funhouse-mirror' approach - exploring what the model generates/hallucinates when trained exclusively on Nicholai's personal agent memories","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: dbb093af-cb6c-4ec3-a9bb-c26fa03ad5cb
memory_id: 94c3764f-d3c2-41f4-a204-3fe6129024f7
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:31:17.998Z
reason:
  Candidate [4] already explicitly covers this fact: 'training the microgpt character-level model... on personal memory data from ~/.agents/memory/memories.db'. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The training data source for the microgpt experiment is the personal memory SQLite database at ~/.agents/memory/memories.db","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 44cf1ca6-0fff-4937-8cc0-8fccdd5a3ae5
memory_id: 4e869c1d-97ab-4422-9069-4dd57d5265cb
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:33:57.150Z
reason:
  Candidate [4] already contains this exact finding: '5348 memory records' with additional schema metadata. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet memories database contains 5348 memory records as of investigation","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":10,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6c7a42b1-d248-4431-8c61-de140326ca04
memory_id: 4e869c1d-97ab-4422-9069-4dd57d5265cb
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:33:57.151Z
reason:
  Candidate 1 (ID: 4e869c1d-97ab-4422-9069-4dd57d5265cb) already comprehensively documents the memories table schema, explicitly listing 'content (TEXT)' as a field along with other metadata. New fact is a subset of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `memories` table schema includes a content field of type TEXT that stores memory text data","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":10,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b7fa0c88-3bac-4772-9421-9b02e05db9bc
memory_id: 4e869c1d-97ab-4422-9069-4dd57d5265cb
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:33:57.151Z
reason:
  Existing memory [5] already comprehensively documents the memories table schema, including the type field with categories (fact/preference/decision/etc), plus additional metadata (tags, importance, confidence, category, timestamps, source tracking, extraction status). New fact is a subset of already-documented schema.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `memories` table includes a type field for classifying memories into categories: fact, preference, decision, and others","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":10,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2985c27e-d1ef-4199-8603-21cbe57aa337
memory_id: 4e869c1d-97ab-4422-9069-4dd57d5265cb
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:33:57.151Z
reason:
  Candidate 4 already documents that the `memories` table contains 'tags' as part of its rich metadata. The new fact adds minimal specificity ('for metadata tagging and flexible categorization') but the core information is already captured and sufficient.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `memories` table includes tags field for metadata tagging and flexible categorization of memories","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":10,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 65ff86ba-0378-49fa-a5b5-cf7912310380
memory_id: 4e869c1d-97ab-4422-9069-4dd57d5265cb
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:33:57.151Z
reason:
  Candidate [5] already documents the importance field as part of the memories table schema, explicitly stating 'importance (0.0-1.0)' among the rich metadata. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The `memories` table includes an importance field with numeric values ranging from 0.0 to 1.0 to score memory significance","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":10,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: adb607b9-b431-41bb-9b30-aa363937db07
memory_id: 4e869c1d-97ab-4422-9069-4dd57d5265cb
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:33:57.151Z
reason:
  Candidate 5 (4e869c1d-97ab-4422-9069-4dd57d5265cb) already covers this fact, explicitly listing 'confidence' as a field in the memories table schema. No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `memories` table includes a confidence field to track certainty/reliability levels of stored memories","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":10,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ff6100c3-543b-4691-b4bf-a06c627a1284
memory_id: 4e869c1d-97ab-4422-9069-4dd57d5265cb
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:33:57.151Z
reason:
  Candidate [5] already documents the memories table schema and explicitly lists 'category' as a metadata field. New fact adds minor detail about purpose (organizing into semantic groupings) but is substantively redundant with existing schema documentation.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `memories` table includes a category field for organizing memories into semantic groupings","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":10,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 283f2521-38a1-43a1-abc3-4627d356798a
memory_id: 4e869c1d-97ab-4422-9069-4dd57d5265cb
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:33:57.151Z
reason:
  Candidate [5] already documents that the `memories` table contains 'timestamps' as part of its rich metadata. The new fact (timestamp fields for creation/update tracking) is a specific detail of what's already recorded in the existing memory about the database schema.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `memories` table includes timestamp fields for tracking memory creation and update times","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":10,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3398e58d-7b65-473b-82c9-30b48c0bb739
memory_id: 4e869c1d-97ab-4422-9069-4dd57d5265cb
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:33:57.151Z
reason:
  Candidate [5] already documents the memories table schema with explicit mention of 'source tracking' as metadata. New fact is subsumed by existing, more detailed memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `memories` table includes source tracking fields to record the origin point of each memory (conversation, inference, etc)","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":10,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: eb05847a-a6a3-48b7-a7e5-7a8e2d04bab8
memory_id: 4e869c1d-97ab-4422-9069-4dd57d5265cb
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:33:57.151Z
reason:
  Candidate #4 already documents that the `memories` table includes 'extraction status' as part of its metadata. The new fact provides implementation detail about the field's purpose (tracking processing/ingestion state), but this is already captured by the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The `memories` table includes an extraction status field to track the processing/ingestion state of memory records","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":10,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f319996a-5768-4983-9c08-09d667445887
memory_id: ffaf3a74-b01d-4698-894e-9ed2f0f25a4d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:35:41.567Z
reason:
  Candidate [4] already covers this fact comprehensively, stating 'The database includes FTS5 full-text search indexes' along with additional context about vector embeddings and model architecture. New fact is a subset of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The database includes FTS5 full-text search indexes for text retrieval","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4aa43699-6e5b-4e46-8b72-e5d8606a23cf
memory_id: ffaf3a74-b01d-4698-894e-9ed2f0f25a4d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:35:41.567Z
reason:
  Existing candidate #5 already covers this fact comprehensively, stating 'The database includes FTS5 full-text search indexes and vector embeddings infrastructure.' The new fact is subsumed by this existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The database includes vector embeddings infrastructure for semantic search","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 74b8c625-580b-4af7-9b17-64ab0d361e5c
memory_id: ffaf3a74-b01d-4698-894e-9ed2f0f25a4d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:35:41.567Z
reason:
  Candidate [5] (ffaf3a74-b01d-4698-894e-9ed2f0f25a4d) already contains the exact fact: 'The character-level model is tiny (48 embedding dimensions, 2 layers, 4 attention heads)'. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The character-level embedding model uses 48 embedding dimensions","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a75a768b-a752-4656-9cb1-95931c6eb4b5
memory_id: ffaf3a74-b01d-4698-894e-9ed2f0f25a4d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:35:41.567Z
reason:
  New fact is already covered by existing candidate [5], which explicitly states 'The character-level model is tiny (48 embedding dimensions, 2 layers, 4 attention heads)'. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"ffaf3a74-b01d-4698-894e-9ed2f0f25a4d","targetContent":"The database includes FTS5 full-text search indexes and vector embeddings infrastructure. The character-level model is tiny (48 embedding dimensions, 2 layers, 4 attention heads) and expects line-delimited text input.","confidence":0.95,"fact":{"content":"The character-level embedding model has 2 layers in its architecture","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 52a42f3f-57e5-40c6-a651-1704c3801dd3
memory_id: ffaf3a74-b01d-4698-894e-9ed2f0f25a4d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:35:41.567Z
reason:
  Candidate [5] already explicitly contains this fact: 'The character-level model is tiny (48 embedding dimensions, 2 layers, 4 attention heads)' - the new fact is fully covered

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The character-level embedding model has 4 attention heads","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 05f73dab-f733-4680-8e63-1c544fdc9005
memory_id: ffaf3a74-b01d-4698-894e-9ed2f0f25a4d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:35:41.567Z
reason:
  Candidate [4] already explicitly states the model 'expects line-delimited text input'. The new fact is exactly covered by existing memory and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"ffaf3a74-b01d-4698-894e-9ed2f0f25a4d","targetContent":"The database includes FTS5 full-text search indexes and vector embeddings infrastructure. The character-level model is tiny (48 embedding dimensions, 2 layers, 4 attention heads) and expects line-delimited text input.","confidence":1,"fact":{"content":"The character-level embedding model expects line-delimited text as input format","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7cd30a84-f180-4c64-83bf-52a9e593b215
memory_id: 9afb3e82-bc69-4c30-a583-1b541c8c6c79
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:36:58.318Z
reason:
  New fact is functionally identical to existing memory 9afb3e82-bc69-4c30-a583-1b541c8c6c79, which already captures that feasibility depends on formatting memories in a way models can meaningfully learn from (raw content vs structured summaries). Both represent the same conceptual insight.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The feasibility of memory extraction depends on formatting memories in a way that language models can meaningfully learn from the extracted data","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7420dbb8-8247-42ef-94fa-d0bcbdcc9bf5
memory_id: 9afb3e82-bc69-4c30-a583-1b541c8c6c79
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:36:58.319Z
reason:
  Existing candidate [5] already captures this concept: explicitly mentions 'raw content lines or structured summaries' as the two explored formats for memory extraction. New fact is a restatement of information already in the memory system.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Two format approaches were explored for memory extraction: raw content lines and structured summaries","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: aa138d95-c49d-4b8e-a771-262179ac1df8
memory_id: 9afb3e82-bc69-4c30-a583-1b541c8c6c79
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:36:58.319Z
reason:
  Candidate [5] already covers this fact explicitly: 'No implementation work began; this was pure exploration of the concept and data shape.' The new fact is a restatement of content already in memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"No implementation work has begun on memory extraction formatting—this was pure exploratory and conceptual work","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 26e0009e-ec87-4b1d-a968-5497c9ea69e4
memory_id: 9afb3e82-bc69-4c30-a583-1b541c8c6c79
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:36:58.319Z
reason:
  New fact is already covered by candidate 5 (9afb3e82...), which states 'feasibility depends on extracting memories in a format the model can meaningfully learn from.' The new fact is a more abstract restatement of the same core insight about format viability and model learning capability.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Memory extraction format viability depends on whether the format enables models to meaningfully learn patterns from the extracted memory content","type":"rationale","confidence":0.8},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 16ef016d-1ff0-42a9-b3cc-9fd183f9a1a6
memory_id: 5555beba-ebb2-4cd9-a537-da76e0b4f216
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T17:05:54.996Z
reason:
  Candidate [4] already comprehensively covers this fact: it explicitly states that initial exploration examined the LlmProvider interface in packages/core/src/types.ts. The new fact adds no materially new information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The LlmProvider interface is examined during initial exploration and is located in packages/core/src/types.ts","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4b985880-4c0e-4327-b0c5-8fd90fe3733f
memory_id: 5555beba-ebb2-4cd9-a537-da76e0b4f216
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T17:05:54.997Z
reason:
  Candidate [5] already explicitly covers pipeline configuration types in packages/core/src/types.ts as part of initial exploration. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Pipeline configuration types are examined during initial exploration and are located in packages/core/src/types.ts","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c7738b4c-d12e-46d2-bc1f-47ed5598122b
memory_id: 5555beba-ebb2-4cd9-a537-da76e0b4f216
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T17:05:54.997Z
reason:
  Candidate [3] already captures this exact information: 'Plan mode was used at the start of the session to scope the investigation before proceeding with implementation work.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The session began in plan mode to scope the investigation before implementation work","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2b769254-4ef1-4381-8d88-fa12c2ad35b5
memory_id: 5555beba-ebb2-4cd9-a537-da76e0b4f216
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T17:05:54.997Z
reason:
  Candidate [4] already captures the exact same information: initial exploration of core types system focused on LlmProvider interface and pipeline configuration types for investigation scoping. No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Initial exploration of the core types system focused on the LlmProvider interface and pipeline configuration types as part of investigation scoping","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 19e86662-b507-4862-9d5e-563818574b5e
memory_id: 1c4cfb01-f62c-48b2-9ff6-36a137345a79
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T17:06:45.881Z
reason:
  New fact is already comprehensively covered by candidate [5] (ID: 1c4cfb01-f62c-48b2-9ff6-36a137345a79), which specifies the same principle: T < 1.0 sharpens soft label distributions in listwise loss. Candidate [5] provides additional context about flat P_true requiring aggressive sharpening. No new information to add or refine.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Listwise loss temperature parameter should be set to T < 1.0 to sharpen soft label probability distributions","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6f4a1ef8-c370-4da8-abc7-8ada193fed6c
memory_id: 1c4cfb01-f62c-48b2-9ff6-36a137345a79
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T17:06:45.881Z
reason:
  Candidate [4] already captures this exact insight: 'flat P_true from continuity scorer soft labels requires aggressive sharpening'. The new fact is semantically identical and adds no new information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Soft labels produced by the continuity scorer may form flat P_true distributions that require aggressive temperature sharpening","type":"semantic","confidence":0.8},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 12fb101f-d019-4020-a8db-9914df4b6c97
memory_id: 1c4cfb01-f62c-48b2-9ff6-36a137345a79
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T17:06:45.881Z
reason:
  New fact is semantically identical to existing memory [3]. Both express that T < 1.0 sharpens soft label distributions by reducing entropy/concentrating probability mass. Candidate [3] is already well-formulated and covers this knowledge.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"ddd13670-c284-43be-b09f-a2c264f2fddf","targetContent":"Temperature T < 1.0 in softmax sharpens a probability distribution by concentrating probability mass into peaked distributions rather than uniform distributions, making soft labels more selective","confidence":0.95,"fact":{"content":"Temperature values less than 1.0 sharpen soft label distributions by reducing the entropy of probability predictions","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1803d870-9ab6-4442-a4d6-c5532505d60b
memory_id: 76a12047-958d-4cd6-b7bf-0fd2f2aeda5f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T17:07:44.383Z
reason:
  Candidate [4] already captures this fact: it explicitly describes 'heuristic baseline scoring (decay + BM25)' as the foundation of the per-user memory ranking model. The new fact is a specific detail already present in the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A per-user memory ranking model uses heuristic baseline scoring that combines decay and BM25 algorithms","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 00933697-e8f5-4633-a66d-50443a7e07d3
memory_id: 76a12047-958d-4cd6-b7bf-0fd2f2aeda5f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T17:07:44.383Z
reason:
  Candidate [3] already explicitly captures this concept: 'comprehensive system for training a per-user memory ranking model that evolves from heuristic baseline scoring (decay + BM25) to learned predictions using a lightweight cross-attention architecture.' The new fact adds no substantive detail beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The per-user memory ranking model evolves from heuristic baseline scoring to learned predictions","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cd72a898-0db7-4d4e-ab37-68fd8251ebbd
memory_id: 76a12047-958d-4cd6-b7bf-0fd2f2aeda5f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T17:07:44.383Z
reason:
  Candidate [4] already captures this exact detail: 'learned predictions using a lightweight cross-attention architecture' is explicitly stated in the comprehensive memory ranking system description. New fact is redundant with existing knowledge.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The learned predictions component of the memory ranking model uses a lightweight cross-attention architecture","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bec60dd6-79d2-47cc-a522-661e6b7e7d98
memory_id: 76a12047-958d-4cd6-b7bf-0fd2f2aeda5f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T17:07:44.383Z
reason:
  New fact is already well-covered by candidates 4 and 5. Candidate 4 explicitly describes 'training a per-user memory ranking model' and candidate 5 details 'per-user model trained on interaction history.' Both capture the trainable, personalized nature. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The memory ranking system is designed to be trainable on a per-user basis, allowing personalized ranking behavior","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d990390f-081d-45cb-ac5f-3b012b7b27ae
memory_id: e4c14c73-3633-4d70-a356-92fbd7cbc102
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:01:23.365Z
reason:
  Candidate [5] (ID: e4c14c73-3633-4d70-a356-92fbd7cbc102) already captures this exact request: 'Nicholai requested adding a real-time, interactive visualization of the memory pipeline to the Signet dashboard.' Candidate [4] provides complementary planning details about implementation strategy. No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai requested adding a real-time, interactive visualization of the memory pipeline to the Signet dashboard","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 27e162b2-c3c1-4779-ae71-952d29dcaa2e
memory_id: e4c14c73-3633-4d70-a356-92fbd7cbc102
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:01:23.365Z
reason:
  Candidate [4] already covers this fact: it states 'The Signet dashboard currently references static memory pipeline diagrams at public/memory-loop-v2.jpg and docs/memory-loop.mmd'. The new fact is semantically identical (same paths, same diagram formats), just phrased as 'diagrams exist' rather than 'dashboard references'. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Static memory pipeline diagrams currently exist at public/memory-loop-v2.jpg (image format) and docs/memory-loop.mmd (Mermaid format)","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1d8037b6-41b6-4579-a08a-69d6a3d12dda
memory_id: e4c14c73-3633-4d70-a356-92fbd7cbc102
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:01:23.365Z
reason:
  New fact is already comprehensively covered by candidate [5] (e4c14c73-3633-4d70-a356-92fbd7cbc102), which explicitly mentions 'data flowing through extraction workers, database operations, and retention systems' as part of the pipeline visualization planning. No new information is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The memory pipeline visualization component should display data flowing through extraction workers, database operations, and retention systems","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 92643eef-5c89-4202-b3d8-d32c0bd01ee9
memory_id: e4c14c73-3633-4d70-a356-92fbd7cbc102
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:01:23.365Z
reason:
  Candidate [5] already comprehensively covers this decision with more specific details (memory pipeline visualization, static diagram sources, data flow elements, and Nicholai's request). The new fact restates the core requirement without adding new information beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The implementation requires converting static diagram representations into a live, interactive component for the Signet dashboard","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 17279c5a-bc1a-474a-ba50-bce02392e022
memory_id: 2ab333a9-0aa3-4b2a-b4f2-ba367d640d22
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:02:06.504Z
reason:
  Candidate [5] (ID: 2ab333a9-0aa3-4b2a-b4f2-ba367d640d22) already captures this exact task: 'Bug Hunt Session Initiated Nicholai tasked Claude to find and fix bugs in the signetai codebase.' The new fact is redundant and already covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Claude is tasked with finding and fixing bugs in the signetai codebase","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: eba0aa12-925e-41d8-a3bb-f077ec782c5f
memory_id: 2ab333a9-0aa3-4b2a-b4f2-ba367d640d22
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:02:06.504Z
reason:
  This procedural guideline is already well-captured by existing memories, particularly candidate [4] which states the same prioritization rule (functionality breaks over non-critical issues), and candidate [2] which documents the bug hunt strategy. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"When finding and fixing bugs in the signetai codebase, prioritize issues that break functionality over minor issues","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 65606b95-f2b7-4c74-bee1-974f51363fe8
memory_id: 99323a4c-d589-4f4d-afe2-654eb5fcc9c9
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:03:05.801Z
reason:
  Candidate [5] already comprehensively covers RRF-based ranking fusion with earned influence, cold start strategy, and NDCG-based progression. The new fact is a subset of existing documented information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The ranking system uses RRF (Reciprocal Rank Fusion) as its fusion method","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2485402a-44d9-43eb-9c21-56115948ddd3
memory_id: 99323a4c-d589-4f4d-afe2-654eb5fcc9c9
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:03:05.801Z
reason:
  Candidate [3] already explicitly captures this fact: 'earned influence (α) that adjusts based on session-end NDCG comparison wins'. The new fact is a restatement of the same concept with expanded terminology (NDCG spelled out). Candidate [2] also documents the rationale for this mechanism.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Earned influence parameter (α) adjusts dynamically based on session-end NDCG (Normalized Discounted Cumulative Gain) comparison wins","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9e10faa5-0fa6-42c0-91e5-e90f51d1a2a3
memory_id: 99323a4c-d589-4f4d-afe2-654eb5fcc9c9
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:03:05.801Z
reason:
  Candidate [5] already explicitly covers this exact concept: 'Cold start with pure baseline fallback, progressing to active prediction after 10+ sessions and >40% success rate threshold.' The new fact is already captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Cold start phase uses pure baseline fallback for ranking decisions before learned influence is available","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 787f9dde-d513-43ba-9830-83ebe7569e50
memory_id: 99323a4c-d589-4f4d-afe2-654eb5fcc9c9
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:03:05.801Z
reason:
  This fact is already captured in candidate 99323a4c, which explicitly states the cold start→active prediction transition occurs after '10+ sessions and >40% success rate threshold.' The new fact is a restatement of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"System transitions from cold start to active prediction mode after meeting thresholds: 10+ sessions AND >40% success rate","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5d1aaa23-ea06-4223-b262-bc4debf1b348
memory_id: 512c029e-7c9c-45e5-ae8f-b8ca7440ee35
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:03:56.448Z
reason:
  New fact is already covered by candidate [4] (ID: 147826fa-e0ea-4410-b029-53e06172aaae), which contains identical information about unified search combining skills.sh API search with client-side filtering of cached ClawHub catalog

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Unified search feature combines skills.sh API search with client-side filtering of a cached ClawHub catalog","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bba138d6-390d-42be-a63c-f2d9b8724efd
memory_id: 512c029e-7c9c-45e5-ae8f-b8ca7440ee35
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:03:56.448Z
reason:
  Candidate [5] already captures this as 'Implementation step 1: Add ClawHub cache + fetch logic in packages/daemon/src/daemon.ts' as part of the unified search execution order. Candidate [3] also covers this as a procedural fact. The new fact is redundant and already well-represented in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Implementation step 1: Add ClawHub cache and fetch logic to packages/daemon/src/daemon.ts","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 722c66d8-97fb-49a1-9db8-35cec9c1cc3d
memory_id: 512c029e-7c9c-45e5-ae8f-b8ca7440ee35
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:03:56.448Z
reason:
  Candidate #3 (455cb002-2fed-425d-b691-d9de42e7a4b0) already captures this exact requirement: 'The `/api/skills/browse` and `/api/skills/search` endpoints are updated to merge multiple skills provider sources'. The new fact is a restatement of the same implementation step, already well-documented in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Implementation step 2: Update /api/skills/browse and /api/skills/search endpoints to merge multiple search provider results","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: de081284-09a7-4f3b-81c8-b3e4f09eb3f8
memory_id: b9556620-1107-4b4b-ae42-faeb8c668206
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:04:49.220Z
reason:
  Candidate [5] already captures this fact precisely: 'The session focused on understanding OpenClaw's architecture and contribution protocols to propose a high-impact feature.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A session was conducted to understand OpenClaw's architecture and contribution protocols","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7e93dc36-e8ce-4779-a477-8ed88b3f35b9
memory_id: e09c9f26-613e-4d81-a9a1-378470dba1f2
event: updated
old_content: OpenClaw has documented architecture that can be studied
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T07:04:49.220Z
actor_type: pipeline
new_content:
  OpenClaw has architecture documentation and contribution protocols that need to be understood before proposing features

reason:
  The new fact expands candidate 4 by specifying that OpenClaw has both architecture documentation AND contribution protocols, and importantly adds the context that these must be understood before proposing features. This is a more complete and actionable statement.


id: acb57d38-1acc-4f43-9fa9-929c006ac1f9
memory_id: b9556620-1107-4b4b-ae42-faeb8c668206
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:04:49.222Z
reason:
  The new fact expands candidate 4 by specifying that OpenClaw has both architecture documentation AND contribution protocols, and importantly adds the context that these must be understood before proposing features. This is a more complete and actionable statement.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"e09c9f26-613e-4d81-a9a1-378470dba1f2","targetContent":"OpenClaw has documented architecture that can be studied","confidence":0.9,"fact":{"content":"OpenClaw has architecture documentation and contribution protocols that need to be understood before proposing features","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"e09c9f26-613e-4d81-a9a1-378470dba1f2","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0f1e96f3-b6db-4749-b567-fe7fc9622507
memory_id: b9556620-1107-4b4b-ae42-faeb8c668206
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:04:49.222Z
reason:
  New fact is already captured by existing candidate [5], which states the session focused on understanding OpenClaw's architecture and contribution protocols to propose a high-impact feature. The new fact is a less specific restatement of the same concept.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The session objective was to gather knowledge needed to propose a high-impact feature for OpenClaw","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1404d420-d106-4a37-9914-7d49dba67e65
memory_id: cc0dfd67-8647-4618-bfab-adcd01f3892b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:06:07.752Z
reason:
  Candidate 5 already contains this exact information: 'Initially deployed an Explore agent to investigate: - OpenClaw's memory-lancedb extension/plugin implementation (storage, search, creation patterns)'. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An Explore agent was deployed to investigate OpenClaw's memory-lancedb extension implementation, focusing on storage patterns, search implementations, and creation patterns","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 12e4352c-324a-4c57-ad15-8dfabb5c381f
memory_id: cc0dfd67-8647-4618-bfab-adcd01f3892b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:06:07.752Z
reason:
  Candidate [4] already explicitly documents the investigation of 'OpenClaw's plugin/extension architecture and registration APIs'. The new fact restates what's already captured in that memory entry.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The research examined OpenClaw's plugin/extension architecture and its API registration mechanisms","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7a29f2c9-6258-4c2b-b5be-9f54f6d37611
memory_id: cc0dfd67-8647-4618-bfab-adcd01f3892b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:06:07.752Z
reason:
  Candidate [5] contains identical information: 'OpenClaw's contribution guidelines including PR templates and CONTRIBUTING.md were reviewed as part of the investigation'. New fact is already captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The research reviewed OpenClaw's contribution guidelines including PR templates and CONTRIBUTING.md documentation","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e7abf017-2b0c-40d3-89d8-541a985d5fe6
memory_id: cc0dfd67-8647-4618-bfab-adcd01f3892b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:06:07.752Z
reason:
  Candidate [1] directly states 'Memory-core base interfaces were studied as part of the research' which is a complete match for the new fact. Additionally, candidate [5] also includes this as part of the investigation scope. The fact is already well-covered by existing memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The research examined memory-core base interfaces","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8eef89c8-0adf-4afd-9dc6-bed15bbeeeef
memory_id: cc0dfd67-8647-4618-bfab-adcd01f3892b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:06:07.752Z
reason:
  Candidate [3] (ID: 67c75a72-f603-4e85-af53-93839b485f77) already captures this exact rationale with identical content. The new fact restates the same understanding without adding new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The research phase was designed to understand OpenClaw's memory tool schemas, search implementations, and storage formats as a prerequisite before proposing a contribution to the project","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ee054c50-ce97-46d0-ae70-5fc8d5af370f
memory_id: d6d4d4cf-737c-47d1-b8a9-1e7b9ce87192
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:06:54.911Z
reason:
  New fact is already covered by existing candidates #4 and #5, which explicitly document that the CI workflow was modified to add changelog generation to the release process. Candidate #4 (decision-type) provides implementation details, and #5 (fact-type) describes the outcome.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The CI workflow was modified to add changelog generation to the release process","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3739405f-18bb-4a71-afc2-29470f58477a
memory_id: d6d4d4cf-737c-47d1-b8a9-1e7b9ce87192
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:06:54.911Z
reason:
  New fact is already comprehensively covered by candidate [5] (d6d4d4cf...), which states: 'CI workflow modification adds changelog generation to release process, appending CHANGELOG.md to the release commit alongside version bumps.' The new fact adds no new information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"During the release process, CHANGELOG.md is appended to the release commit alongside version bumps","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: be7b6e5a-74d4-4d0a-8551-a6776900d7a8
memory_id: d6d4d4cf-737c-47d1-b8a9-1e7b9ce87192
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:06:54.911Z
reason:
  The filename 'CHANGELOG.md' is already explicitly documented in existing candidates 4 and 5, which describe the CI workflow generating and appending CHANGELOG.md during releases. The new fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The changelog file is named CHANGELOG.md","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0faf2cd9-b263-4a37-b686-0596789c62ea
memory_id: acdc4385-8929-4ed1-b8ef-d63840e09b04
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:07:31.968Z
reason:
  Candidate [5] already captures this exact information: Nicholai's interest in discovering Steam API endpoints beyond store pages for live website data. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai is interested in discovering Steam API endpoints that could provide live data to the website beyond what simple store pages offer","type":"preference","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 54ec706a-e16a-414e-98a8-bac262cc0cc9
memory_id: acdc4385-8929-4ed1-b8ef-d63840e09b04
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:07:31.968Z
reason:
  Candidate [3] (ID: 4788cc98-3e8d-4bd5-8400-8dfb81e10f65) is already identical: both express the preference for integrating Steam data with version numbers, release dates, update status, and player counts into the website. No new information or refinement is present.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The desired Steam endpoints should provide data including version numbers, release dates, update status, and player counts for website integration","type":"preference","confidence":0.85},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0ae5777e-87a0-4d52-a986-96d2765ffdd3
memory_id: ac31984e-c6f6-42fb-9972-c76a236899ef
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:08:07.284Z
reason:
  Candidate [4] (ac31984e) already captures this exact fact: 'Nicholai identified a potential gap between the predictive-memory-scorer.md technical plan and the high-level vision document.' The new fact is redundant and fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai identified a potential gap between the predictive-memory-scorer.md technical plan document and the high-level VISION.md documentation","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: aae49249-3a8d-4b6b-96f8-8b822a23255c
memory_id: ac31984e-c6f6-42fb-9972-c76a236899ef
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:08:07.284Z
reason:
  Existing candidate [ac31984e...] already captures this exact insight: Nicholai identified the gap and asked whether concepts from predictive-memory-scorer.md should be elevated to VISION.md. The new fact is a restatement of the same decision point already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The gap analysis raises the question of whether new concepts introduced in the predictive-memory-scorer.md technical plan should be elevated and incorporated into VISION.md","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1cce51d4-4385-4453-9e31-74a449f282bc
memory_id: 8f25350c-9823-4f99-ba42-a063298c53e6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:09:18.225Z
reason:
  Candidate [3] already comprehensively captures this concept: 'a per-user model trained on interaction history that learns what makes memories relevant.' The new fact is a restatement of content already documented with additional context about local training and no shared weights.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The predictive-memory-scorer.md document describes a per-user model trained on interaction history that learns memory relevance patterns","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 643379a6-102b-47d8-8420-d05934ee7d42
memory_id: 8f25350c-9823-4f99-ba42-a063298c53e6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:09:18.225Z
reason:
  Candidate [5] (ID: 8f25350c-9823-4f99-ba42-a063298c53e6) already captures all three learning objectives from the new fact: what makes memories relevant, what temporal patterns matter, and which memories helped. The new fact is a restatement of existing memory content with less detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The per-user memory model learns three things: what makes memories relevant to the user, which temporal patterns matter for memory retrieval, and which memories actually helped the user","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1b2a0d09-868d-4f00-84c3-a93fa74ace14
memory_id: 8f25350c-9823-4f99-ba42-a063298c53e6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:09:18.225Z
reason:
  New fact is already explicitly captured in candidate 4 (ID: 8f25350c-9823-4f99-ba42-a063298c53e6), which states: 'this model trains locally with no cloud infrastructure or shared weights.' Candidate 5 also conveys the same core idea. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The per-user memory model trains locally without cloud infrastructure or shared weights across users","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 10429c7f-509d-4042-b4e1-e3a3e3ed8134
memory_id: 8f25350c-9823-4f99-ba42-a063298c53e6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:09:18.225Z
reason:
  New fact is substantively identical to candidate [2], which already captures 'on-device and individual-weights design prioritizes user privacy, ownership, and personalization.' The new fact uses slightly different phrasing ('local-only training without shared weights' vs 'on-device and individual-weights') but expresses the same core rationale. Candidate [2] is sufficient.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Local-only training without shared weights in the memory model prioritizes user privacy and enables personalized relevance learning without centralized infrastructure","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: eecbd8d5-184f-4aa0-aab5-0087a721ac51
memory_id: 98befb99-061b-4f60-8296-041485e25eaf
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:10:24.531Z
reason:
  New fact is a high-level summary of the core concept already comprehensively captured in candidates 1 (Rust transformer per-user), 4 (memory ranking model with cross-attention), and 5 (per-user model trained on interaction history, locally). The specific proposal is well-documented across these existing memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signet is proposed to learn what to remember about each user by training a personalized model based on their individual interaction patterns","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2b49072f-6cdf-4d17-949e-b72dca07201c
memory_id: 98befb99-061b-4f60-8296-041485e25eaf
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:10:24.531Z
reason:
  Candidate [3] already captures this exact concept: 'The user-specific ML model in Signet improves in quality and sharpness the longer the system is used by that user.' Candidate [5] also covers it in VISION.md context. New fact is redundant with existing memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signet's per-user personalization model becomes progressively sharper and more accurate the longer a user interacts with the system over time","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4778f3f9-2fe5-418f-b1da-44121b48aff1
memory_id: c65f5d0c-386c-4320-b4c3-bdc085c587d4
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T07:10:24.531Z
actor_type: pipeline
old_content:
  The on-device and individual-weights design for Signet's learning model prioritizes user privacy, ownership, and personalization over centralized training efficiency

new_content:
  Signet's personalization operates entirely locally without cloud storage or remote data transmission

reason:
  New fact provides concrete implementation details (no cloud storage, no remote transmission) that refine and support the existing rationale about on-device design and privacy. Merging creates a more complete memory covering both the 'why' (privacy/ownership benefits) and 'how' (entirely local operation).


id: 148d0915-5812-470d-b3a0-c2c1307eb5bd
memory_id: 98befb99-061b-4f60-8296-041485e25eaf
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:10:24.532Z
reason:
  New fact provides concrete implementation details (no cloud storage, no remote transmission) that refine and support the existing rationale about on-device design and privacy. Merging creates a more complete memory covering both the 'why' (privacy/ownership benefits) and 'how' (entirely local operation).

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"c65f5d0c-386c-4320-b4c3-bdc085c587d4","targetContent":"The on-device and individual-weights design for Signet's learning model prioritizes user privacy, ownership, and personalization over centralized training efficiency","confidence":0.88,"fact":{"content":"Signet's personalization operates entirely locally without cloud storage or remote data transmission","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"c65f5d0c-386c-4320-b4c3-bdc085c587d4","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 70829e55-4d35-4ce9-aa7f-7849e23e3749
memory_id: 98befb99-061b-4f60-8296-041485e25eaf
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:10:24.532Z
reason:
  New fact is already well-captured by existing candidates, particularly #4 which explicitly describes per-user models with no shared weights and no cloud infrastructure. Candidates #2 and #5 also cover the privacy/ownership rationale and model uniqueness. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signet uses model weights that are unique and local to each individual user rather than shared across the user base","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 58246b78-c55d-4ef8-91fe-ed7386eedb0a
memory_id: a20f7872-b13e-413f-90e8-19ee000d020b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:11:35.657Z
reason:
  Candidate [3] already comprehensively captures this fact: 'The decentralization thesis is a core philosophy documented in VISION.md that guides Signetai development decisions.' The new fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A decentralization thesis is documented in VISION.md","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 246d6301-5716-49b0-83f9-2070834f6403
memory_id: a20f7872-b13e-413f-90e8-19ee000d020b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:11:35.657Z
reason:
  Candidate [3] already covers local pattern execution as a core capability ('Your patterns, running locally'). New fact confirms this feature exists but adds no materially new information to the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"A feature enabling local execution of patterns was added to the project","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 14c51b88-9ac6-40c2-82e8-a082db4e791d
memory_id: a20f7872-b13e-413f-90e8-19ee000d020b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:11:35.657Z
reason:
  Candidate 1 already covers this concept: it discusses patterns running locally with time-improving functionality in the context of decentralization. The new fact is a restatement of existing memory without additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.8,"fact":{"content":"The local pattern execution capability provides time-improving functionality","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2c864619-4fa8-4956-8df0-9213084c38c4
memory_id: a20f7872-b13e-413f-90e8-19ee000d020b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:11:35.657Z
reason:
  Candidate [3] already documents this exact concept: local pattern execution reinforcing the decentralization thesis in VISION.md. The new fact is redundant with existing memory coverage.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The local pattern execution feature reinforces the decentralization thesis documented in VISION.md","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: abca3fad-1a6b-47af-8b34-426f57a59d8b
memory_id: a20f7872-b13e-413f-90e8-19ee000d020b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:11:35.657Z
reason:
  Candidate [2] already captures that local pattern execution was accepted and applied to the project. The new fact is a clearer restatement of what's already documented in that memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The local pattern execution feature was accepted and applied to the project","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8563bca4-f012-4a04-a541-aadae4454893
memory_id: f6e76f41-f5e5-423d-8d0d-e4b2ce076198
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:12:45.372Z
reason:
  Memory ID 98832682-fb8b-4116-8c08-13929475aeac already comprehensively covers this rule: 'no 'as' assertions (fix types instead)' is explicitly listed in the procedural conventions alongside related type discipline rules. The new fact restates what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"TypeScript code in this project must not use `as` type assertions, which violates project convention","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 74f6c545-4a86-448b-be69-208459e83e0e
memory_id: 8d1316d3-3a7d-4508-9a67-03f7d02180bd
event: created
changed_by: pipeline-v2
created_at: 2026-02-26T07:12:45.373Z
new_content:
  TypeScript code in this project must use `unknown` with narrowing instead of `any` types, as documented in CLAUDE.md

reason:
  New fact is project-specific to openmarketui (prediction-markets) TypeScript discipline. Candidate [4] addresses the same rule but for 'signetai project', suggesting different codebases. Candidate [5] describes a tool's responsibilities rather than the rule itself. The new fact should be stored as a dedicated memory for this project's TypeScript style enforcement.

metadata:
  {"proposedAction":"add","sourceMemoryId":"f6e76f41-f5e5-423d-8d0d-e4b2ce076198","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: 7c98f499-8c8d-4491-acc1-d00596b6be27
memory_id: f6e76f41-f5e5-423d-8d0d-e4b2ce076198
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:12:45.373Z
reason:
  New fact is project-specific to openmarketui (prediction-markets) TypeScript discipline. Candidate [4] addresses the same rule but for 'signetai project', suggesting different codebases. Candidate [5] describes a tool's responsibilities rather than the rule itself. The new fact should be stored as a dedicated memory for this project's TypeScript style enforcement.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"TypeScript code in this project must use `unknown` with narrowing instead of `any` types, as documented in CLAUDE.md","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":7,"createdMemoryId":"8d1316d3-3a7d-4508-9a67-03f7d02180bd","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c94374ee-fcb9-4658-9137-da4df82f1813
memory_id: 21f30c9e-6f89-445d-b333-0c36463eef54
event: updated
new_content: TypeScript code in this project must use explicit null checks instead of non-null assertions (`!`)
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T07:12:45.373Z
actor_type: pipeline
old_content:
  The signetai project prohibits `!` non-null assertions; developers must use explicit null checks instead (per CLAUDE.md style & conventions)

reason:
  New fact matches existing decision but is more general (not signetai-specific). Merge into broader project convention: TypeScript across projects prohibits non-null assertions; explicit null checks required per CLAUDE.md style guidelines.


id: b462ab1f-c96a-42cc-ae0c-e8375b8f3407
memory_id: f6e76f41-f5e5-423d-8d0d-e4b2ce076198
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:12:45.373Z
reason:
  New fact matches existing decision but is more general (not signetai-specific). Merge into broader project convention: TypeScript across projects prohibits non-null assertions; explicit null checks required per CLAUDE.md style guidelines.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"21f30c9e-6f89-445d-b333-0c36463eef54","targetContent":"The signetai project prohibits `!` non-null assertions; developers must use explicit null checks instead (per CLAUDE.md style & conventions)","confidence":0.95,"fact":{"content":"TypeScript code in this project must use explicit null checks instead of non-null assertions (`!`)","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"21f30c9e-6f89-445d-b333-0c36463eef54","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 65c613c4-1e67-4f00-927b-2abf24514030
memory_id: f6e76f41-f5e5-423d-8d0d-e4b2ce076198
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:12:45.373Z
reason:
  New fact is already comprehensively covered by existing candidate f6e76f41-f5e5-423d-8d0d-e4b2ce076198 (procedural fact about second agent detecting TypeScript discipline violations and duplication with specific scanning patterns for `as`, `any`, and `!` assertions). The new fact adds no additional detail or context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A code-scanning agent is tasked with detecting TypeScript discipline violations and code duplication in the project","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 309f4849-06cb-4bed-afab-0418bbd00349
memory_id: a1f1fad4-cc38-4424-ae68-f5f1aaae487b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:13:58.380Z
reason:
  Candidate [5] already covers this fact with additional context: 'legacy databases that accumulated memories without the extraction pipeline.' The new fact is a simplified restatement of information already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Legacy databases accumulated memories without being processed through the extraction pipeline","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1c869ff3-2b4f-46ae-bf1a-f3e0a676645a
memory_id: a1f1fad4-cc38-4424-ae68-f5f1aaae487b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:13:58.380Z
reason:
  Core information already captured in candidate [2] which documents that duplicates are prevented at write time via content_hash uniqueness constraints

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The extraction pipeline uses content_hash uniqueness constraints to detect duplicate memories at write time","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0b37b5a5-70df-47b3-9273-da5f0fff0ac9
memory_id: a1f1fad4-cc38-4424-ae68-f5f1aaae487b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:13:58.380Z
reason:
  Candidate 5 already explicitly states the pipeline 'currently only catch exact duplicates at write time via content_hash uniqueness constraints.' The new fact is a direct restatement of information already captured in that memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The extraction pipeline's current duplicate detection mechanism only catches exact duplicates","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cb3af63e-4b54-4d49-ab2c-6fd40bc63f34
memory_id: a1f1fad4-cc38-4424-ae68-f5f1aaae487b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:13:58.380Z
reason:
  Candidate [5] already explicitly covers this fact: it states the feature addresses legacy databases that accumulated memories without the extraction pipeline. The new fact is a less specific restatement of the same decision already captured in that memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"A feature is being implemented to address the limitation of legacy databases that accumulated memories before the extraction pipeline was established","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 51f5ab95-b0d9-4cdb-abe6-e1d1a069bb89
memory_id: 686d637d-1999-4166-8ece-cca12d18d188
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:15:19.486Z
reason:
  Candidate [5] already captures this exact information: 'The plan spans 6 files' with additional context about the two-phase repair action (exact hash clustering + semantic clustering via KNN). New fact provides no additional details beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The repair action plan spans 6 files in the codebase","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2037de71-4a12-4126-b8f0-efeb2f67b587
memory_id: 686d637d-1999-4166-8ece-cca12d18d188
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:15:19.486Z
reason:
  Candidate 5 (ID: 686d637d-1999-4166-8ece-cca12d18d188) already covers this exact fact: describes the two-phase repair action with Phase 1 (exact hash clustering via SQL GROUP BY) and Phase 2 (optional semantic clustering via KNN). New fact adds no novel information or corrections.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The repair action uses a two-phase approach: Phase 1 performs exact hash clustering using SQL GROUP BY (computationally cheap), followed by optional Phase 2 semantic clustering via KNN on embedded memories","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 52794c5b-0d2c-420a-b924-009cfd951a0d
memory_id: 686d637d-1999-4166-8ece-cca12d18d188
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:15:19.486Z
reason:
  New fact is already comprehensively covered by existing candidate 4 (bff6bd87-3b3c-4e28-b686-14959395c208) which explicitly states 'uses SQL GROUP BY for phase 1', and candidate 5 (686d637d-1999-4166-8ece-cca12d18d188) which mentions 'exact hash clustering (cheap SQL GROUP BY)'. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Exact hash clustering in Phase 1 uses SQL GROUP BY as the implementation mechanism","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d9ce77e6-3457-4a5b-9611-7ae31ab45362
memory_id: 686d637d-1999-4166-8ece-cca12d18d188
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:15:19.486Z
reason:
  Candidates [4] and [5] already comprehensively capture this information: Phase 2 uses KNN for semantic clustering on embedded memories. New fact adds no novel information beyond existing procedural details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Phase 2 semantic clustering uses K-Nearest Neighbors (KNN) algorithm operating on embedded memories","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9f68b36b-0db1-448c-99ca-e1125608823b
memory_id: 686d637d-1999-4166-8ece-cca12d18d188
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:15:19.486Z
reason:
  New fact is already well-covered by existing candidates 2, 4, and 5. Candidate 2 explicitly states Phase 2 is optional, candidate 4 provides rationale for optionality (computational cost vs ML refinement), and candidate 5 describes the two-phase approach including optional KNN clustering. No new information is introduced.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 2 semantic clustering via KNN is optional in the repair action, not required","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fb580546-bad2-4d50-a0e2-a684be07e6e1
memory_id: c1d973c0-bcc5-41b8-9c50-ecfe58312ba1
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:16:33.830Z
reason:
  Existing candidate [5] already captures the identical 8-phase implementation structure with all the same phases in order. The new fact adds no new information and is fully subsumed by the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The project implementation is structured as 8 sequential phases: (1) project scaffold, (2) Rust core with main/lib/tray components, (3) platform abstraction, (4) IPC commands, (5) TypeScript state/menu builders, (6) polling loop, (7) icons, and (8) build verification","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f173c386-b153-42d5-9964-e303218e4b6a
memory_id: c1d973c0-bcc5-41b8-9c50-ecfe58312ba1
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:16:33.830Z
reason:
  Candidate 5 already captures this exact information: 'Autostart, notifications, and platform-specific launchd/Windows support are deferred to future phases.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Autostart functionality is deferred to future phases beyond the initial 8-phase implementation plan","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2e2591fd-5efd-4f3e-b988-814edc3026b1
memory_id: c1d973c0-bcc5-41b8-9c50-ecfe58312ba1
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:16:33.830Z
reason:
  Candidate [5] already captures this: 'Autostart, notifications, and platform-specific launchd/Windows support are deferred to future phases.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Notifications functionality is deferred to future phases beyond the initial 8-phase implementation plan","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6833bb9c-3db4-439b-aa65-ba4a2a0093ca
memory_id: c1d973c0-bcc5-41b8-9c50-ecfe58312ba1
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:16:33.830Z
reason:
  Candidate [5] already explicitly covers this fact: it lists 'platform-specific launchd/Windows support' as deferred to future phases beyond the initial 8-phase implementation plan. The new fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Platform-specific launchd support (macOS) is deferred to future phases beyond the initial 8-phase implementation plan","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 28cc7877-9206-43f8-8f3d-e57eb1767f88
memory_id: c1d973c0-bcc5-41b8-9c50-ecfe58312ba1
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:16:33.830Z
reason:
  Candidate [5] already explicitly states that 'platform-specific launchd/Windows support are deferred to future phases.' New fact is already covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Platform-specific Windows support is deferred to future phases beyond the initial 8-phase implementation plan","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5c9dd8e8-964b-46c5-94bb-e3519705ca3f
memory_id: b68051b1-4a10-4c79-becc-60caa80f99cf
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:17:15.878Z
reason:
  This location is already explicitly documented in existing memories: candidate [4] states 'OpenClaw Adapter (`packages/adapters/openclaw/src/`)' and candidate [5] also references this exact path. Candidate [3] further confirms by mentioning specific files in the src/ directory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The OpenClaw adapter implementation is located at packages/adapters/openclaw/src/","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 29aa59bb-1e2d-4e25-aea4-43049e1bbb41
memory_id: 8bfa3d08-58ea-4449-b25e-07c1c3b2134e
event: created
new_content: OpenClaw has a plugin runtime mechanism through which Signet tools can be accessed
changed_by: pipeline-v2
created_at: 2026-02-26T07:17:15.879Z
reason:
  New architectural fact about OpenClaw's capabilities. Related to candidates [4] and [5] which document the investigation process, but this is a distinct, standalone fact about the capability itself rather than procedural/investigation notes. Should be stored separately for clarity.

metadata:
  {"proposedAction":"add","sourceMemoryId":"b68051b1-4a10-4c79-becc-60caa80f99cf","decisionConfidence":0.8,"factConfidence":0.8,"extractionModel":"haiku"}


id: a7186d68-db9f-4108-b7f4-947a85fb3a4e
memory_id: b68051b1-4a10-4c79-becc-60caa80f99cf
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:17:15.879Z
reason:
  New architectural fact about OpenClaw's capabilities. Related to candidates [4] and [5] which document the investigation process, but this is a distinct, standalone fact about the capability itself rather than procedural/investigation notes. Should be stored separately for clarity.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.8,"fact":{"content":"OpenClaw has a plugin runtime mechanism through which Signet tools can be accessed","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":"8bfa3d08-58ea-4449-b25e-07c1c3b2134e","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6a121d25-c795-4df0-95d4-b820aa9cfd06
memory_id: fb1fa031-b548-4e1a-8420-3e9105c50d01
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:18:22.586Z
reason:
  Candidate [5] already captures this exact approach in detail: 'Deploy subagents to comprehensively review the oddcore-website codebase and extract all procedural knowledge, design patterns, component conventions, and best practices.' The new fact is a simplified restatement of the same decision. No duplication needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The approach involves deploying subagents to comprehensively review the oddcore-website codebase","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7d3f7d91-6557-41da-9f39-1deb495e3bff
memory_id: fb1fa031-b548-4e1a-8420-3e9105c50d01
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:18:22.586Z
reason:
  New fact is already comprehensively covered by candidate [4] (ID: 25fb4e37-02b4-4175-a8ad-ea05c84289b2). Both describe the same thing: extracting procedural knowledge, design patterns, component conventions, and best practices from the oddcore-website codebase review. Minor wording differences ('aims to extract' vs 'extract') do not warrant duplicate storage.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The oddcore-website codebase review aims to extract procedural knowledge, design patterns, component conventions, and best practices","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: be1a05b7-3e2c-45c0-993d-23610bd5411f
memory_id: fb1fa031-b548-4e1a-8420-3e9105c50d01
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:18:22.586Z
reason:
  New fact is already comprehensively covered by existing candidates, particularly [5] which explicitly states the approach of extracting knowledge into skill documentation. Candidates [2] and [3] also capture the goal of creating skill documentation from oddcore-website. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Extracted knowledge from oddcore-website will be organized into skill documentation for reuse","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: abaf7d4b-e815-4d21-8eb6-4b6c224223ca
memory_id: fb1fa031-b548-4e1a-8420-3e9105c50d01
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:18:22.586Z
reason:
  Candidate [fb1fa031] already explicitly covers this: 'This creates a reference guide for future website projects.' The new fact is a direct restatement of an existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The skill documentation from oddcore-website review will serve as a reference guide for implementing future website projects","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f9351864-de08-4624-97d9-f0911b0ba870
memory_id: 402ab503-7507-46ca-8b82-cf500db0e7f8
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:19:33.089Z
reason:
  Candidate 4 (ID: 402ab503) already explicitly captures this user request to add guidance to AGENTS.md, and candidate 3 (ID: bf5ce8e9) contains the core decision. New fact is redundant with existing memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"User requested adding guidance to AGENTS.md to enforce the use of shadcn-svelte components for all dashboard UI work","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2d1de801-cde9-4eb0-93b5-f8b4397130eb
memory_id: bf5ce8e9-e943-443c-ba7b-a897bbf852c1
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T07:19:33.089Z
actor_type: pipeline
old_content:
  All Signet dashboard UI work must use components from shadcn-svelte (https://www.shadcn-svelte.com) rather than custom implementations

new_content:
  shadcn-svelte components are designated as the standard for all dashboard UI development according to AGENTS.md guidance

reason:
  New fact confirms and formalizes the existing decision by documenting that shadcn-svelte standardization is now established in AGENTS.md guidance. Should update the decision memory to reflect this formal status.


id: 32807381-207e-46ae-b7e8-47361fa2ec64
memory_id: 402ab503-7507-46ca-8b82-cf500db0e7f8
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:19:33.090Z
reason:
  New fact confirms and formalizes the existing decision by documenting that shadcn-svelte standardization is now established in AGENTS.md guidance. Should update the decision memory to reflect this formal status.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"bf5ce8e9-e943-443c-ba7b-a897bbf852c1","targetContent":"All Signet dashboard UI work must use components from shadcn-svelte (https://www.shadcn-svelte.com) rather than custom implementations","confidence":0.95,"fact":{"content":"shadcn-svelte components are designated as the standard for all dashboard UI development according to AGENTS.md guidance","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"bf5ce8e9-e943-443c-ba7b-a897bbf852c1","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 79b759f3-dbf7-445b-ad0c-c796b7b048c0
memory_id: 402ab503-7507-46ca-8b82-cf500db0e7f8
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:19:33.090Z
reason:
  Candidate [1] already captures this exact procedural fact with greater specificity (includes the exact URL https://www.shadcn-svelte.com/llms.txt). The new fact is subsumed by the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"shadcn-svelte documentation was retrieved from the LLMs reference during the session","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0bb3e35e-60cc-4aae-a8e0-d6ced3e68dad
memory_id: 402ab503-7507-46ca-8b82-cf500db0e7f8
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:19:33.090Z
reason:
  Candidate 4 already comprehensively covers this fact: it explicitly mentions 'reading the current AGENTS.md configuration file' as part of the session to incorporate dashboard UI component standards. The new fact is a subset of existing memory with no additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The current AGENTS.md configuration file was read during the session to incorporate new dashboard UI component standards","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c2f257e0-cce3-4b70-93d5-c9e2e99aa2a8
memory_id: 1b94b976-dbd0-41d2-9375-cf24a2320cae
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T07:20:35.824Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 159 characters]

new_content:
  Guidance is being added to AGENTS.md to standardize component selection and prevent custom implementations when shadcn-svelte alternatives exist

reason:
  New fact updates candidate [5] from 'was to be added' (past/planned) to 'is being added' (present action). Both describe the same guidance for AGENTS.md component standardization, but new fact reflects current status. Merge by updating tense to confirm active implementation.


id: c4fa1b84-dcf9-4aea-a53b-f5a59baae37b
memory_id: 1b94b976-dbd0-41d2-9375-cf24a2320cae
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:20:35.825Z
reason:
  New fact updates candidate [5] from 'was to be added' (past/planned) to 'is being added' (present action). Both describe the same guidance for AGENTS.md component standardization, but new fact reflects current status. Merge by updating tense to confirm active implementation.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"1b94b976-dbd0-41d2-9375-cf24a2320cae","targetContent":"The guidance was to be added to the AGENTS.md file to standardize component selection and prevent custom implementations when shadcn-svelte alternatives exist.","confidence":0.95,"fact":{"content":"Guidance is being added to AGENTS.md to standardize component selection and prevent custom implementations when shadcn-svelte alternatives exist","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"1b94b976-dbd0-41d2-9375-cf24a2320cae","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4a3f60d2-2bb9-4bed-8e2b-70fce91f65d1
memory_id: 1b94b976-dbd0-41d2-9375-cf24a2320cae
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:20:35.825Z
reason:
  Candidate [3] (ID: 2cfa03ac-f1b0-4d17-9410-7ae1c0e29c62) already captures this exact procedural guidance: 'The component selection guidance specifies that shadcn-svelte alternatives should be preferred over custom implementations.' The new fact restates this same preference without adding new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The guidance in AGENTS.md establishes a preference for using shadcn-svelte components over building custom implementations during development","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 88bfbe71-c936-4dc1-8043-57c4d4df1b8c
memory_id: 1b94b976-dbd0-41d2-9375-cf24a2320cae
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:20:35.825Z
reason:
  Candidate [3] already captures this rationale: standardizing component selection to prevent custom implementations when shadcn-svelte alternatives exist. The new fact restates the same core rationale with slightly different wording but adds no substantial new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The rationale for preferring shadcn-svelte alternatives is to prevent custom implementations and maintain consistency when pre-built component solutions already exist","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e0c45102-3bf9-48f6-bbf9-cd5175f9e98d
memory_id: 193c203b-02f9-49ed-8b43-fea529b49d8c
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:21:31.824Z
reason:
  Candidate [5] already contains this exact fact: 'Nicholai implemented a multi-layer guard mechanism to prevent infinite recursive extraction loops in the Signet daemon scheduler.' The new fact is identical in content, just with different word order.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Nicholai implemented a multi-layer guard mechanism in the Signet daemon scheduler to prevent infinite recursive extraction loops","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b9fd6d7e-795f-4345-8398-ebac087ac535
memory_id: 193c203b-02f9-49ed-8b43-fea529b49d8c
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:21:31.824Z
reason:
  New fact is already comprehensively covered by candidate [5] ('multi-layer guard mechanism to prevent infinite recursive extraction loops in the Signet daemon scheduler') and candidate [4] provides implementation detail (sentinel-based hook guard). No new information is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet daemon scheduler's extraction process is protected by a multi-layer guard mechanism that prevents infinite recursion","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9fc5cb82-3693-4413-8abf-c9c8cac19d41
memory_id: 193c203b-02f9-49ed-8b43-fea529b49d8c
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:21:31.824Z
reason:
  The new fact restates a failure mode already well-documented by existing candidates: [4] describes the scheduler mechanism that creates infinite loops, [3] explains the sentinel guard that prevents them, and [5] documents the implementation. The new fact adds no novel information beyond what's implied by understanding these existing mechanisms and their guard layers.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Infinite recursive extraction loops are a failure mode that can occur in the Signet daemon scheduler without guard mechanisms","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3088f2c7-3dc6-4f29-9da6-baaada73f46a
memory_id: b72b4eb6-5328-4377-a19b-2bd9d91605d2
event: created
changed_by: pipeline-v2
created_at: 2026-02-26T07:22:27.409Z
new_content:
  Nicholai requested a comprehensive audit of the OpenMarketUI codebase to ensure the project name is reflected consistently across all files and configurations

reason:
  New fact is OpenMarketUI-specific audit request for naming consistency. Existing candidates cover Signetai and oddcore-website projects or general CLAUDE.md audits, not this specific OpenMarketUI naming audit.

metadata:
  {"proposedAction":"add","sourceMemoryId":"f0240e10-8cf8-4937-bfba-3796f8610ecf","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 3f2db825-9db1-4b92-9a7e-d7e655fa5106
memory_id: f0240e10-8cf8-4937-bfba-3796f8610ecf
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:22:27.409Z
reason:
  New fact is OpenMarketUI-specific audit request for naming consistency. Existing candidates cover Signetai and oddcore-website projects or general CLAUDE.md audits, not this specific OpenMarketUI naming audit.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai requested a comprehensive audit of the OpenMarketUI codebase to ensure the project name is reflected consistently across all files and configurations","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":"b72b4eb6-5328-4377-a19b-2bd9d91605d2","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 10842acf-7b7c-428e-9f25-dbf628caf542
memory_id: f0240e10-8cf8-4937-bfba-3796f8610ecf
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:22:27.409Z
reason:
  This fact is already captured in existing memory [ID: f0240e10-8cf8-4937-bfba-3796f8610ecf], which documents the same OpenMarketUI naming audit and Explore subagent deployment for identifying naming inconsistencies

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An Explore-type subagent was deployed to systematically search for naming inconsistencies in the OpenMarketUI codebase","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e672b3e7-b762-4202-9931-26a6b2f56e43
memory_id: 95a01a6a-f295-4d7e-bc55-d394d98529ed
event: created
changed_by: pipeline-v2
created_at: 2026-02-26T07:22:27.409Z
new_content:
  The Explore subagent is used for automating systematic searches across codebases for pattern matching and inconsistency detection

reason:
  New fact is a general procedural principle about Explore's core purpose (systematic codebase searching for patterns/inconsistencies). Candidate 5 is a specific instance (naming audit in OpenmarketUI). The general principle should be stored separately as a reusable procedural reference.

metadata:
  {"proposedAction":"add","sourceMemoryId":"f0240e10-8cf8-4937-bfba-3796f8610ecf","decisionConfidence":0.75,"factConfidence":0.85,"extractionModel":"haiku"}


id: eee5b722-7282-4718-abb2-c0750c18c8d9
memory_id: f0240e10-8cf8-4937-bfba-3796f8610ecf
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:22:27.409Z
reason:
  New fact is a general procedural principle about Explore's core purpose (systematic codebase searching for patterns/inconsistencies). Candidate 5 is a specific instance (naming audit in OpenmarketUI). The general principle should be stored separately as a reusable procedural reference.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.75,"fact":{"content":"The Explore subagent is used for automating systematic searches across codebases for pattern matching and inconsistency detection","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":"95a01a6a-f295-4d7e-bc55-d394d98529ed","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d36764bd-ae43-446f-91d0-ade1722411a0
memory_id: f335d723-5e40-43f3-b13e-b2dcfec496d5
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:24:13.242Z
reason:
  Candidate [f335d723] already captures that the audit examined 'All package.json files and their `name` fields' as part of the comprehensive naming audit. The new fact is a confirmation/restatement of information already present in that memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"An audit examined all package.json files across the project, specifically verifying the 'name' field configuration","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5d82a598-ab04-424e-b0c2-3d67b915ef24
memory_id: f335d723-5e40-43f3-b13e-b2dcfec496d5
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:24:13.242Z
reason:
  Candidate [4] (ID: f335d723...) already documents that the comprehensive naming audit examined 'All Cargo.toml files and package definitions' as part of its systematic coverage. The new fact is already captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An audit examined all Cargo.toml files and their package definitions","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9c0125c1-96f7-43e7-8dac-85cea38af858
memory_id: f335d723-5e40-43f3-b13e-b2dcfec496d5
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:24:13.242Z
reason:
  Candidate [4] already explicitly lists 'README files and documentation titles' as part of the OpenmarketUI naming audit scope. The new fact is a subset of what's already documented in that candidate.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An audit examined README files and documentation titles for consistency","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7d591fbf-cf26-4bfd-a11c-67ea1eb8976a
memory_id: f335d723-5e40-43f3-b13e-b2dcfec496d5
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:24:13.242Z
reason:
  Candidate [4] already explicitly lists 'HTML/meta tags and configuration files' as part of the audit scope. The new fact is covered by the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An audit examined HTML/meta tags and configuration files","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fda9c9bf-8715-46de-b073-4fb9e677c5a3
memory_id: f335d723-5e40-43f3-b13e-b2dcfec496d5
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:24:13.242Z
reason:
  Candidate [5] already explicitly documents the web/ directory audit including index.astro and Layout.astro as part of comprehensive coverage. New fact does not add information beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An audit examined web/ directory components including index.astro and Layout.astro","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ec8c7ffb-ae28-436e-aeb9-4e3de1b713dc
memory_id: f335d723-5e40-43f3-b13e-b2dcfec496d5
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:24:13.242Z
reason:
  The new fact is already comprehensively covered by existing candidates #4 and #5. Candidate #5 is particularly detailed, explicitly capturing that an exploration audit workflow was initiated covering specific scopes (package.json, Cargo.toml, README, HTML/meta tags, web/ components) and remained in progress at snapshot time. No new information is added by the incoming fact.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An exploration audit workflow was initiated but remained incomplete at the time this snapshot was taken","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c17ee034-003a-4d9e-858c-b84c2db82c99
memory_id: cfd7f31a-9c15-48f9-b8a1-80be6cd167f4
event: updated
new_content: The `/openmarketui-design` skill is used to refine the OpenMarketUI web/ site design
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T07:25:10.849Z
actor_type: pipeline
old_content:
  ## OpenMarketUI Design Refinement Session began with user invoking the `/openmarketui-design` skill to refine the web/ site based on design annotations from a screenshot.

reason:
  New fact provides a clearer procedural statement about the `/openmarketui-design` skill's purpose. Existing candidate [2] is about a specific session instance invoking this skill. Merging creates a more complete memory: the skill's general purpose + how it's used in practice.


id: 8a453e97-9fa2-464c-802b-4ea273edf7bd
memory_id: cfd7f31a-9c15-48f9-b8a1-80be6cd167f4
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:25:10.849Z
reason:
  New fact provides a clearer procedural statement about the `/openmarketui-design` skill's purpose. Existing candidate [2] is about a specific session instance invoking this skill. Merging creates a more complete memory: the skill's general purpose + how it's used in practice.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"cfd7f31a-9c15-48f9-b8a1-80be6cd167f4","targetContent":"## OpenMarketUI Design Refinement Session began with user invoking the `/openmarketui-design` skill to refine the web/ site based on design annotations from a screenshot.","confidence":0.9,"fact":{"content":"The `/openmarketui-design` skill is used to refine the OpenMarketUI web/ site design","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":"cfd7f31a-9c15-48f9-b8a1-80be6cd167f4","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0ce03212-e72f-4290-ba1b-490f3cbfa872
memory_id: cfd7f31a-9c15-48f9-b8a1-80be6cd167f4
event: updated
old_content: The `/openmarketui-design` skill is used to refine the OpenMarketUI web/ site design
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T07:25:10.850Z
actor_type: pipeline
new_content:
  The `/openmarketui-design` skill accepts design annotations extracted from screenshots as input for design refinement

reason:
  New fact clarifies the procedural capability of the /openmarketui-design skill (accepts design annotations from screenshots). Candidate [2] documents a session using this skill with the same capability. Merging provides explicit documentation of the skill's input/output format alongside the session context.


id: 225023f7-0009-4791-954f-85aced99bf8f
memory_id: cfd7f31a-9c15-48f9-b8a1-80be6cd167f4
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:25:10.850Z
reason:
  New fact clarifies the procedural capability of the /openmarketui-design skill (accepts design annotations from screenshots). Candidate [2] documents a session using this skill with the same capability. Merging provides explicit documentation of the skill's input/output format alongside the session context.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"cfd7f31a-9c15-48f9-b8a1-80be6cd167f4","targetContent":"## OpenMarketUI Design Refinement Session began with user invoking the `/openmarketui-design` skill to refine the web/ site based on design annotations from a screenshot.","confidence":0.88,"fact":{"content":"The `/openmarketui-design` skill accepts design annotations extracted from screenshots as input for design refinement","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":"cfd7f31a-9c15-48f9-b8a1-80be6cd167f4","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 279829c6-4446-4d3d-b300-c82a67c77fa5
memory_id: 7b933b4a-b0ae-4e4e-9f1d-13da5df6ccd2
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:26:01.310Z
reason:
  Candidate [4] already captures this exact fact verbatim: 'The user provided detailed visual design specifications as reference material for matching the site more closely to their intended design system.' New fact adds no novel information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"User provided detailed visual design specifications as reference material to guide alignment of the site with their intended design system","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fad9ab7f-57f2-4638-ac01-ee04948bd309
memory_id: 7b933b4a-b0ae-4e4e-9f1d-13da5df6ccd2
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:26:01.310Z
reason:
  Existing candidate [5] already captures this fact with additional context: 'The web directory contains an Astro-based static site deployed to Cloudflare Pages.' The new fact is a subset of information already in memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The web directory contains an Astro-based static site","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f33dbb3e-4e17-4ae1-a3c8-88c6856e1fe9
memory_id: 7b933b4a-b0ae-4e4e-9f1d-13da5df6ccd2
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:26:01.310Z
reason:
  Candidate [5] already contains this exact fact: 'The web directory contains an Astro-based static site deployed to Cloudflare Pages.' New fact adds no additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Astro-based static site in the web directory is deployed to Cloudflare Pages","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: aa15eda2-b771-4376-9602-2f947fc3f43f
memory_id: df9e52d3-1196-4ef0-a54a-c570ef76bd61
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:26:55.144Z
reason:
  Candidate 5 (ID: df9e52d3-1196-4ef0-a54a-c570ef76bd61) already captures this exact fact: 'User is working to align the visual presentation with OpenMarketUI's design system specifications.' The new fact is duplicate information already in persistent memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"User is actively working to align the visual presentation of OpenMarketUI with the project's design system specifications","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6af72f19-f749-47ae-ac94-7b08387009ea
memory_id: df9e52d3-1196-4ef0-a54a-c570ef76bd61
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:26:55.144Z
reason:
  Candidate [5] already captures that 'Design specification review initiated' for OpenMarketUI visual alignment. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"A design specification review has been initiated for OpenMarketUI visual alignment work","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 93a7d809-19c8-49f8-9509-3dc7db8ab7c8
memory_id: df9e52d3-1196-4ef0-a54a-c570ef76bd61
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:26:55.144Z
reason:
  Candidate [5] already captures the same fact: 'full refinement work not yet visible in conversation history due to truncation.' The new fact is a restatement of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Full refinement work on OpenMarketUI visual alignment is not yet visible in the conversation history due to truncation of prior context","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e1b1a797-a898-4fb2-bfea-e17312599bc0
memory_id: 9d939814-aed0-44ce-ac6a-a8cf84d75f14
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:27:51.004Z
reason:
  Candidate [5] already captures this exact event: session initialization at 07:08 UTC with Signet hook execution. The existing memory is more detailed and self-contained.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Session initialization occurred at 07:08 UTC with Signet hook execution","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e083c7ff-1fe3-4995-8710-c58f77a7a783
memory_id: 9d939814-aed0-44ce-ac6a-a8cf84d75f14
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:27:51.004Z
reason:
  Candidate [4] (ID: 9d939814-aed0-44ce-ac6a-a8cf84d75f14) already captures this exact event: session initialization at 07:08 UTC with Claude Code remote control bridge activated. The new fact adds no additional information or detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Claude Code remote control bridge was activated during session initialization at 07:08 UTC","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bc61555b-253d-4c42-838a-3e964426ecbb
memory_id: 9d939814-aed0-44ce-ac6a-a8cf84d75f14
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:27:51.004Z
reason:
  This pattern (session initialization with no coding work) is already well-documented across existing candidates (e.g., IDs fde3ccf1, c5f6a49f, 9d939814). The new fact is generic and redundant with what's already captured. No new information would be added by storing it separately.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"No coding work was performed during the session; only initialization occurred","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1afd9b4d-751e-47ff-b0c8-0d5e36318fd1
memory_id: 5f725251-d4b8-423d-841e-05d6998b2fc6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:30:04.889Z
reason:
  Existing candidate [4] (ID: 5f725251-d4b8-423d-841e-05d6998b2fc6) already comprehensively captures this fact: it explicitly states the initial characterization as a prediction market trading platform/engine AND the clarified positioning as a trading strategy IDE. New fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"OpenMarketUI was initially characterized as a prediction market trading platform/engine","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d7f9c34e-b9d7-4d43-b9c6-4479cf10fbc8
memory_id: 5f725251-d4b8-423d-841e-05d6998b2fc6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:30:04.890Z
reason:
  Candidate [5] already captures this core insight comprehensively, including the IDE positioning, interface-first approach, and full strategy lifecycle management. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"OpenMarketUI is fundamentally a trading strategy IDE (Integrated Development Environment)","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5c5d7618-f791-4066-bfd6-d58dad8ab6d3
memory_id: 5f725251-d4b8-423d-841e-05d6998b2fc6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:30:04.890Z
reason:
  Candidate [4] already captures this exact positioning: 'the web and watchtower UI layers are the actual product surface, not auxiliary dashboards. Users compose strategies and train models through the interface.' Also candidate [5] reinforces it: 'Rust backend...is enabler, not the primary deliverable.' The new fact is redundant with existing memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"OpenMarketUI is positioned as an interface-first product, not a backend platform","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: edf39512-50d8-4b46-bcfc-dbdd44fc3aca
memory_id: 5f725251-d4b8-423d-841e-05d6998b2fc6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:30:04.890Z
reason:
  This fact is already comprehensively covered by candidate #5, which explicitly states OpenMarketUI is a 'trading strategy IDE' for users to 'build heuristic algorithms' with a 'user-friendly, performant UI'. The new fact is a more specific restatement of information already in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"OpenMarketUI enables users to build heuristic trading algorithms through its UI","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a0322836-4029-4cdc-9489-b1f36d51ad39
memory_id: 5f725251-d4b8-423d-841e-05d6998b2fc6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:30:04.890Z
reason:
  New fact is already covered by candidate 5f725251: the existing memory explicitly states OpenMarketUI is a trading strategy IDE for users to 'train custom trading models' as part of the full strategy lifecycle. The new fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"OpenMarketUI enables users to train custom trading models from the interface","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f958d500-e24d-44a4-90ad-d16ae3a44e2a
memory_id: 5f725251-d4b8-423d-841e-05d6998b2fc6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:30:04.890Z
reason:
  Existing memory [3] already captures this exact concept: 'manage the full strategy lifecycle from a user-friendly, performant UI' is explicitly stated as part of OpenMarketUI's positioning as a trading strategy IDE

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"OpenMarketUI enables users to manage the full strategy lifecycle from inception through execution","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3545b5af-302e-412c-851b-709aee8715f8
memory_id: 5f725251-d4b8-423d-841e-05d6998b2fc6
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T07:30:04.890Z
actor_type: pipeline
old_content:
  Initial description characterized it as a prediction market trading platform/engine, but user clarified the actual positioning: OpenMarketUI is fundamentally a **trading strategy IDE** — an interface-first product for users to build heuristic algorithms, train custom trading models, and manage the full strategy lifecycle from a user-friendly, performant UI.

new_content:
  The initial positioning as a prediction market trading platform/engine conflicted with the actual product intent as an IDE. The correction emphasizes that OpenMarketUI's value is in the user interface and strategy composition experience, not backend execution capabilities alone.

reason:
  New fact provides explicit rationale for the positioning correction already captured in candidate [3]. The conflict between 'trading platform/engine' and actual 'IDE/UI-first' positioning, and the emphasis on interface/composition experience as primary value (not backend), enriches the existing memory with reasoning that reinforces why the repositioning matters.


id: bb077211-9e56-47ba-a273-ab7fcd00cfe3
memory_id: 5f725251-d4b8-423d-841e-05d6998b2fc6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:30:04.891Z
reason:
  New fact provides explicit rationale for the positioning correction already captured in candidate [3]. The conflict between 'trading platform/engine' and actual 'IDE/UI-first' positioning, and the emphasis on interface/composition experience as primary value (not backend), enriches the existing memory with reasoning that reinforces why the repositioning matters.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"5f725251-d4b8-423d-841e-05d6998b2fc6","targetContent":"Initial description characterized it as a prediction market trading platform/engine, but user clarified the actual positioning: OpenMarketUI is fundamentally a **trading strategy IDE** — an interface-first product for users to build heuristic algorithms, train custom trading models, and manage the full strategy lifecycle from a user-friendly, performant UI.","confidence":0.85,"fact":{"content":"The initial positioning as a prediction market trading platform/engine conflicted with the actual product intent as an IDE. The correction emphasizes that OpenMarketUI's value is in the user interface and strategy composition experience, not backend execution capabilities alone.","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"5f725251-d4b8-423d-841e-05d6998b2fc6","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2727c298-269d-47d2-88c0-a676de428f1b
memory_id: 74a11936-e91b-4e0d-927c-e99ee25b39b4
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:31:06.581Z
reason:
  Candidate 74a11936 already captures this exact insight: 'web and watchtower UI layers are the actual product surface, not auxiliary dashboards.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The web/ and watchtower/ UI layers in OpenMarketUI are the actual product surface where users interact with the system, not auxiliary dashboards or monitoring tools","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fae10512-1dbb-4bcf-b6d6-9fbe533bc6a9
memory_id: 74a11936-e91b-4e0d-927c-e99ee25b39b4
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:31:06.582Z
reason:
  Candidate [5] already captures the core concept: web and watchtower layers are the product surface where users compose strategies and train models. New fact is a restatement of existing memory, no new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"In OpenMarketUI, users compose and iterate on trading strategies through the web and watchtower UI interfaces","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 739590d1-6e6e-433b-a842-49bd9105a35a
memory_id: 74a11936-e91b-4e0d-927c-e99ee25b39b4
event: updated
new_content: In OpenMarketUI, users train custom trading models through the web and watchtower UI interfaces
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T07:31:06.582Z
actor_type: pipeline
old_content:
  Key distinction from initial framing: the web and watchtower UI layers are the actual product surface, not auxiliary dashboards. Users compose strategies and train models through the interface.

reason:
  New fact provides specific detail about model training activity already covered by candidate 4. Merge to clarify that training custom trading models is a core feature users access through the web and watchtower UI product surface.


id: 622cc7c9-7530-4c5b-8b8b-a0e7e399a428
memory_id: 74a11936-e91b-4e0d-927c-e99ee25b39b4
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:31:06.582Z
reason:
  New fact provides specific detail about model training activity already covered by candidate 4. Merge to clarify that training custom trading models is a core feature users access through the web and watchtower UI product surface.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"74a11936-e91b-4e0d-927c-e99ee25b39b4","targetContent":"Key distinction from initial framing: the web and watchtower UI layers are the actual product surface, not auxiliary dashboards. Users compose strategies and train models through the interface.","confidence":0.85,"fact":{"content":"In OpenMarketUI, users train custom trading models through the web and watchtower UI interfaces","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"74a11936-e91b-4e0d-927c-e99ee25b39b4","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 061b6cc4-aa48-47ca-9854-71f9c325a73b
memory_id: ab44f6e2-6345-4539-8a94-0702be5113ac
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:32:44.232Z
reason:
  New fact is already comprehensively covered by candidate [5], which explicitly states the Rust backend provides execution, backtesting, and scoring pipeline operations. Candidate [5] is more complete, including architectural context and the agricultural metaphor.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"ab44f6e2-6345-4539-8a94-0702be5113ac","targetContent":"Rust backend provides the heavy lifting (execution, backtesting, scoring pipeline) but is enabler, not the primary deliverable. Architecture and pipeline remain unchanged: Source → Filter → Scorer → Selector → OrderExecutor with agricultural metaphor (specimens, beds, harvests, immune system).","confidence":0.95,"fact":{"content":"The Rust backend in OpenMarketUI provides execution, backtesting, and scoring pipeline operations","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1828fc29-e4b6-4178-a650-818811d33fac
memory_id: ab44f6e2-6345-4539-8a94-0702be5113ac
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:32:44.232Z
reason:
  Candidate [5] (ab44f6e2-6345-4539-8a94-0702be5113ac) already captures the same positioning: 'Rust backend provides the heavy lifting (execution, backtesting, scoring pipeline) but is enabler, not the primary deliverable.' The new fact restates this same concept with slightly different wording but adds no new information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Rust backend is positioned as an enabler technology rather than the primary deliverable — the UI layers (web and watchtower) are the actual product surface","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bc831d03-3c98-4af7-9522-70d0bb550ec2
memory_id: 9e55e0c8-a7f2-478b-89df-cda4dab9a56c
event: created
changed_by: pipeline-v2
created_at: 2026-02-26T07:32:44.232Z
new_content:
  The OpenMarketUI trading pipeline follows a trait-based architecture: Source → Filter → Scorer → Selector → OrderExecutor

reason:
  This is a foundational architectural fact about OpenMarketUI's trading pipeline that has no match among existing memory candidates. While documented in project CLAUDE.md, storing it as indexed memory enables better recall and cross-project reference. None of the existing candidates (which cover ingest pipelines, daemon traits, error tracking, or UI interactions) directly document this trading pipeline architecture.

metadata:
  {"proposedAction":"add","sourceMemoryId":"ab44f6e2-6345-4539-8a94-0702be5113ac","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 22b64aa6-e14c-4d55-92e8-7f258c00d80d
memory_id: ab44f6e2-6345-4539-8a94-0702be5113ac
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:32:44.232Z
reason:
  This is a foundational architectural fact about OpenMarketUI's trading pipeline that has no match among existing memory candidates. While documented in project CLAUDE.md, storing it as indexed memory enables better recall and cross-project reference. None of the existing candidates (which cover ingest pipelines, daemon traits, error tracking, or UI interactions) directly document this trading pipeline architecture.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The OpenMarketUI trading pipeline follows a trait-based architecture: Source → Filter → Scorer → Selector → OrderExecutor","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":"9e55e0c8-a7f2-478b-89df-cda4dab9a56c","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d9aa7911-e5a4-4c46-a404-54e01f74b7b1
memory_id: ab44f6e2-6345-4539-8a94-0702be5113ac
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:32:44.232Z
reason:
  Existing candidate 5 (ab44f6e2-6345-4539-8a94-0702be5113ac) already explicitly captures this agricultural metaphor: 'Architecture and pipeline remain unchanged: Source → Filter → Scorer → Selector → OrderExecutor with agricultural metaphor (specimens, beds, harvests, immune system).' The new fact is fully covered by this existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"OpenMarketUI uses an agricultural metaphor for trading concepts: strategies are called 'specimens', strategy families are 'beds', trades are 'harvests', and filters are the 'immune system'","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 74783607-83be-4f29-b86c-c2b51bc7d239
memory_id: ab44f6e2-6345-4539-8a94-0702be5113ac
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:32:44.232Z
reason:
  Existing memory [5] already captures this exact concept: 'Rust backend is enabler, not the primary deliverable. Architecture and pipeline remain unchanged.' New fact reinforces the same idea (UI enablement vs architecture focus) without adding substantial new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The OpenMarketUI architecture and pipeline design remain unchanged — the focus is on the UI enablement of the underlying Rust execution engine","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fa033e7d-93c2-47e8-ae46-b40b5ef6918e
memory_id: 60e12718-0453-40a3-a48e-100fdb120948
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:33:59.997Z
reason:
  Candidate [4] already contains this exact information ('Kalshi in Rust') as core content, making this new fact redundant. The existing candidate is comprehensive and current.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Kalshi trading engine is implemented in Rust within the OpenMarketUI project","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bad45871-56fa-4d1a-bf56-13831e58cc8e
memory_id: 60e12718-0453-40a3-a48e-100fdb120948
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:33:59.997Z
reason:
  This fact is already captured in existing memory [4], which explicitly states 'Polymarket (weather markets) in Python planned.' No new information or refinement.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Polymarket weather markets trading engine is planned for implementation in Python as part of the OpenMarketUI project","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d64c4ea1-3ba2-43a7-81d2-c9d3131beb3b
memory_id: 60e12718-0453-40a3-a48e-100fdb120948
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:33:59.997Z
reason:
  Candidate 2 (ID: 3bce199c-5278-418c-ac64-11d9c27064de) is an exact match for the new fact. Additionally, candidates 3-5 are supersets that already capture this information with additional context about architectural decisions and task progress.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"No code changes were made to the OpenMarketUI project during this session","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 56047520-a7e0-42e7-aa69-5e4ad671488a
memory_id: 60e12718-0453-40a3-a48e-100fdb120948
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:33:59.997Z
reason:
  Candidate [5] already captures this exact repositioning: 'Focus was repositioning mental model of the project as UI-first product rather than backend engine.' The new fact adds no additional information or nuance beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The OpenMarketUI project mental model was repositioned from viewing it as a backend-engine-first system to a UI-first product","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 466a3ec5-a5af-4727-84d8-7ea26e3e2f3a
memory_id: 5f725251-d4b8-423d-841e-05d6998b2fc6
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T07:33:59.997Z
actor_type: pipeline
old_content:
  The initial positioning as a prediction market trading platform/engine conflicted with the actual product intent as an IDE. The correction emphasizes that OpenMarketUI's value is in the user interface and strategy composition experience, not backend execution capabilities alone.

new_content:
  In the UI-first mental model for OpenMarketUI, the web and watchtower UI layers are recognized as the actual product surface that users interact with, rather than merely being interfaces to a backend engine

reason:
  New fact provides concrete specificity to existing rationale about UI-first positioning. Both express the same core insight: OpenMarketUI's value resides in the UI layers (web and watchtower) as the product surface, not in backend execution alone. Merging strengthens the memory by combining the architectural principle with implementation details.


id: 6d86fa35-2576-4955-8b42-38660acc945c
memory_id: 60e12718-0453-40a3-a48e-100fdb120948
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:33:59.998Z
reason:
  New fact provides concrete specificity to existing rationale about UI-first positioning. Both express the same core insight: OpenMarketUI's value resides in the UI layers (web and watchtower) as the product surface, not in backend execution alone. Merging strengthens the memory by combining the architectural principle with implementation details.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"5f725251-d4b8-423d-841e-05d6998b2fc6","targetContent":"The initial positioning as a prediction market trading platform/engine conflicted with the actual product intent as an IDE. The correction emphasizes that OpenMarketUI's value is in the user interface and strategy composition experience, not backend execution capabilities alone.","confidence":0.9,"fact":{"content":"In the UI-first mental model for OpenMarketUI, the web and watchtower UI layers are recognized as the actual product surface that users interact with, rather than merely being interfaces to a backend engine","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"5f725251-d4b8-423d-841e-05d6998b2fc6","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 16c8e39e-7cc3-4c76-a68e-218a705c6ecc
memory_id: 02932cd8-b42a-47bf-bf00-c31b57debce5
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:35:03.285Z
reason:
  Candidate [2] already explicitly documents this location: 'openmarketui project at `/home/nicholai/openmarketui`'. New fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The openmarketui project is located at /home/nicholai/openmarketui","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bc25910d-16b3-4fa3-8de4-343292486591
memory_id: 02932cd8-b42a-47bf-bf00-c31b57debce5
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:35:03.285Z
reason:
  Candidate 4 (ID: 02932cd8-b42a-47bf-bf00-c31b57debce5) already captures this exact fact: 'Session initialized for openmarketui project at `/home/nicholai/openmarketui` on main branch.' The new fact is redundant and fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Session initialization occurred on the main branch of the openmarketui repository","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8b7a9d98-6daa-4269-a8d0-94e31e33bb76
memory_id: 02932cd8-b42a-47bf-bf00-c31b57debce5
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:35:03.285Z
reason:
  New fact is already explicitly covered by existing candidates 1, 3, and 5, which all document remote control bridge activation during openmarketui session initialization. No new information or refinement provided.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A remote control bridge was activated during session initialization for openmarketui","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e9d0343e-ebb4-4dc3-9805-cfe2626061ab
memory_id: 02932cd8-b42a-47bf-bf00-c31b57debce5
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:35:03.285Z
reason:
  New fact is already well-captured by candidate [4], which describes the same session initialization for openmarketui with identical core information: no coding work/changes completed, only Signet hook housekeeping

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"02932cd8-b42a-47bf-bf00-c31b57debce5","targetContent":"## Session Start Session initialized for openmarketui project at `/home/nicholai/openmarketui` on main branch. Remote control bridge activated. No coding work or changes completed in this session — only initialization housekeeping via Signet hook.","confidence":0.95,"fact":{"content":"Session initialization for openmarketui performed only housekeeping tasks via Signet hook, with no coding work or changes completed","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5db1c237-31d3-4554-971e-1e3788f1cc06
memory_id: 32fc2d59-e01e-4b0c-ab35-650ac6e37d7c
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:36:47.955Z
reason:
  Candidate [4] (32fc2d59) already captures this fact with greater detail, including the skill's output (Turborepo, pnpm, Nx guidance). New fact is subsumed by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai invoked the monorepo-management skill to review best practices for scaffolding the openmarketui monorepo","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 38e10c8d-b373-428a-9e22-9a68781f4825
memory_id: 32fc2d59-e01e-4b0c-ab35-650ac6e37d7c
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:36:47.955Z
reason:
  Candidate [4] already comprehensively documents that the monorepo-management skill provided Turborepo setup documentation as part of its guidance on monorepo best practices for openmarketui. The new fact is subsumed by the existing, more detailed memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The monorepo-management skill provided documentation on Turborepo setup for monorepo build orchestration","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c2131560-80e8-4e52-bf4d-4578f1b654f8
memory_id: 32fc2d59-e01e-4b0c-ab35-650ac6e37d7c
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:36:47.955Z
reason:
  Candidate [3] already comprehensively captures that the monorepo-management skill provided documentation on pnpm workspaces (along with Turborepo, Nx, and other patterns). New fact is redundant and lower-fidelity than existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The monorepo-management skill provided documentation on pnpm workspaces for monorepo package management","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a1713e46-ca2f-4296-8545-6de717f613a6
memory_id: 32fc2d59-e01e-4b0c-ab35-650ac6e37d7c
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:36:47.955Z
reason:
  Candidate 32fc2d59 already documents that the monorepo-management skill provided comprehensive documentation including Nx configuration. The new fact is a narrower extraction of information already captured in that memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The monorepo-management skill provided documentation on Nx configuration for monorepo build systems","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 66c0c908-6636-4a64-84b1-2c3903d29333
memory_id: 32fc2d59-e01e-4b0c-ab35-650ac6e37d7c
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:36:47.955Z
reason:
  Candidate [4] already comprehensively covers this fact, explicitly mentioning 'shared configurations (TypeScript, ESLint)' as part of the monorepo-management skill documentation review.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The monorepo-management skill provided documentation on shared configurations (TypeScript, ESLint) for consistency across monorepo packages","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cb0203ef-f7b4-4ccc-8602-254c926080e9
memory_id: 32fc2d59-e01e-4b0c-ab35-650ac6e37d7c
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:36:47.955Z
reason:
  Candidate [4] already captures that the monorepo-management skill provided documentation on code sharing patterns. No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The monorepo-management skill provided documentation on code sharing patterns for monorepo development","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 00c58d3f-5e20-4c80-bcab-f3375462b462
memory_id: 32fc2d59-e01e-4b0c-ab35-650ac6e37d7c
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:36:47.955Z
reason:
  New fact is already captured in candidate [3] (ID: 32fc2d59-e01e-4b0c-ab35-650ac6e37d7c), which explicitly states the monorepo review aims to follow 'more natural conventions for scalability.' This fact restates the same rationale without adding new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The openmarketui monorepo scaffolding review aims to follow more natural conventions for scalability","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5e40acb0-0926-4926-a16d-b212db8fbbd1
memory_id: 20168579-8a1c-4518-b5c6-e41962e75f9b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:38:03.966Z
reason:
  Candidate [3] already comprehensively covers this exact information: OpenMarketUI is structured as Turborepo + pnpm workspace with Rust crates and JS packages (watchtower, web). The new fact adds no novel details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"OpenMarketUI is structured as a Turborepo monorepo using pnpm workspaces for JavaScript and Rust packages","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":14,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 349838d4-16e4-4f77-8913-50d544304d38
memory_id: 20168579-8a1c-4518-b5c6-e41962e75f9b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:38:03.966Z
reason:
  Candidate [5] already contains this exact information as part of the openmarketui project state description, listing all six Rust crates with their purposes.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Rust workspace contains crates: pm-core (foundational types and traits), pm-store (SQLite persistence), pm-garden (scorers and filters), pm-engine (risk management and backtesting), pm-server (REST and WebSocket server), and pm-kalshi (Kalshi trading engine)","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":14,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1f7b3583-f3a2-4768-878b-334a1634815e
memory_id: 20168579-8a1c-4518-b5c6-e41962e75f9b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:38:03.966Z
reason:
  Candidate [5] 'Current State' already comprehensively covers this fact: 'JavaScript workspace: watchtower (opentui React TUI), web (Astro landing page)'. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The JavaScript workspace contains watchtower (React terminal UI built with opentui and zustand) and web (Astro landing page deployed to Cloudflare Pages)","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":14,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c2553018-17e7-4ac2-9dd6-fedc1e1e130b
memory_id: 20168579-8a1c-4518-b5c6-e41962e75f9b
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T07:38:03.966Z
actor_type: pipeline
old_content:
  ## Current State The openmarketui project is already structured as a Turborepo + pnpm workspace with: - Rust workspace (`crates/`): pm-core, pm-store, pm-garden, pm-engine, pm-server, pm-kalshi - JavaScript workspace: watchtower (opentui React TUI), web (Astro landing page) - Supporting directories: compost, data, docs, tools

new_content:
  OpenMarketUI project directory structure includes compost (standalone trading engines), data (market data), docs (documentation), and tools (Python utility scripts)

reason:
  New fact refines existing memory by adding specific purpose descriptions for each supporting directory (compost=standalone engines, data=market data, docs=documentation, tools=Python scripts)


id: d1ba9f29-628f-484f-a320-7afb44fd7eb8
memory_id: 20168579-8a1c-4518-b5c6-e41962e75f9b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:38:03.967Z
reason:
  New fact refines existing memory by adding specific purpose descriptions for each supporting directory (compost=standalone engines, data=market data, docs=documentation, tools=Python scripts)

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"20168579-8a1c-4518-b5c6-e41962e75f9b","targetContent":"## Current State The openmarketui project is already structured as a Turborepo + pnpm workspace with: - Rust workspace (`crates/`): pm-core, pm-store, pm-garden, pm-engine, pm-server, pm-kalshi - JavaScript workspace: watchtower (opentui React TUI), web (Astro landing page) - Supporting directories: compost, data, docs, tools","confidence":0.9,"fact":{"content":"OpenMarketUI project directory structure includes compost (standalone trading engines), data (market data), docs (documentation), and tools (Python utility scripts)","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":14,"createdMemoryId":null,"updatedMemoryId":"20168579-8a1c-4518-b5c6-e41962e75f9b","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 146ff0c3-bb0f-43a5-8889-195b6c1d538b
memory_id: b2e99638-cf7d-4bde-b5a6-1cb86483997b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:38:58.432Z
reason:
  New fact is nearly identical to candidate [4] 'No implementation changes were made during this session.' Both express the same information with negligible difference. Existing memory already covers this fact with high precision.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"No implementation changes were made to the project in this session","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 47814cf0-032f-4a0a-bb58-16aa02796ffc
memory_id: 32fc2d59-e01e-4b0c-ab35-650ac6e37d7c
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T07:38:58.433Z
actor_type: pipeline
old_content:
  ## Monorepo Management Skill Review Nicholai invoked the monorepo-management skill to review best practices for scaffolding the openmarketui monorepo following more natural conventions for scalability. The skill provided comprehensive documentation on Turborepo setup, pnpm workspaces, Nx configuration, shared configurations (TypeScript, ESLint), and code sharing patterns.

new_content:
  User reviewed guidance on monorepo best practices and conventions but did not apply changes to the project structure

reason:
  New fact adds important context about outcome: skill guidance was reviewed but not applied. This refines candidate 5 with actionable information about project state and follow-up potential.


id: 7875757f-a3ae-4296-841d-a1f9160da276
memory_id: b2e99638-cf7d-4bde-b5a6-1cb86483997b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:38:58.434Z
reason:
  New fact adds important context about outcome: skill guidance was reviewed but not applied. This refines candidate 5 with actionable information about project state and follow-up potential.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"32fc2d59-e01e-4b0c-ab35-650ac6e37d7c","targetContent":"## Monorepo Management Skill Review Nicholai invoked the monorepo-management skill to review best practices for scaffolding the openmarketui monorepo following more natural conventions for scalability. The skill provided comprehensive documentation on Turborepo setup, pnpm workspaces, Nx configuration, shared configurations (TypeScript, ESLint), and code sharing patterns.","confidence":0.85,"fact":{"content":"User reviewed guidance on monorepo best practices and conventions but did not apply changes to the project structure","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"32fc2d59-e01e-4b0c-ab35-650ac6e37d7c","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5ecb3d80-8304-4e66-987f-bc9a67eda510
memory_id: b2e99638-cf7d-4bde-b5a6-1cb86483997b
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:38:58.434Z
reason:
  Candidate 5 (b2e99638) already captures this exact status: 'Ready to implement recommendations when user directs specific scaffolding work.' The new fact is semantically identical and adds no new information beyond what's already documented in the existing Next Steps memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Implementation of monorepo scaffolding recommendations is ready to proceed when the user directs specific work","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c8532ed3-540d-4ed3-9dfb-7fa092a9f4da
memory_id: 9727cdc8-0383-412d-935f-51e3fb810e05
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:39:55.496Z
reason:
  New fact is already covered by existing candidates, particularly ID 9727cdc8 which explicitly states 'Session started with Signet hook integration active.' The pattern of Signet hook activation during session initialization is established across multiple session memories (IDs 2d353a02, 9d939814, 9727cdc8). No new information added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signet hook integration is active during session initialization for this project","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 066e84c6-a698-4326-b21c-410fa73a7709
memory_id: 9727cdc8-0383-412d-935f-51e3fb810e05
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:39:55.496Z
reason:
  Existing candidate [4] (ID: 9727cdc8...) already explicitly captures this fact: 'Remote control bridge established at `/remote-control`'. The new fact adds no novel information and is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.99,"fact":{"content":"A remote control bridge is established at the path `/remote-control`","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2296d1db-45e3-4ad2-b30a-668f48b1caab
memory_id: 9727cdc8-0383-412d-935f-51e3fb810e05
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:39:55.496Z
reason:
  New fact is nearly identical to existing memory [5] (ID: 9727cdc8...), which already captures: Signet hook integration active, remote control bridge established, no substantive coding work/discussions, only system initialization and bridge confirmation. This information is already adequately represented in persistent memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"This session interval consisted of system initialization and bridge status confirmation only, with no substantive coding work or discussions","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: af9dd414-1f4f-4cff-8131-c3171fd61a09
memory_id: e3ff243c-2541-40f0-aef9-c7b06a5dc1f5
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:56:13.572Z
reason:
  Candidate [4] already captures the core fact: Nicholai's request for watchtower to function as both terminal UI and web UI. The new fact is substantially identical to existing memory, adding no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai requested an enhancement to watchtower to enable it to function as both a terminal UI and web UI","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4e835131-d990-480c-87c5-c7681bab64b4
memory_id: e3ff243c-2541-40f0-aef9-c7b06a5dc1f5
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:56:13.572Z
reason:
  Candidate 5 (ebb980c0-4521-4282-ad50-463e31b384f9) already comprehensively covers this fact, describing watchtower as a React application using opentui for terminal rendering and Zustand for state management. The new fact adds no additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"watchtower is currently implemented as a React-based terminal UI using opentui and Zustand state management","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c1aeba63-1d30-4303-8a08-9dff1ef23243
memory_id: e3ff243c-2541-40f0-aef9-c7b06a5dc1f5
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:56:13.572Z
reason:
  Candidate [4] already captures this exact information: 'Nicholai requested enhancement to make watchtower function as both a terminal UI and web UI.' The new fact is a restatement of what's already documented in memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The requested enhancement would add web UI capability to watchtower alongside its existing terminal UI implementation","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fb4e3f9b-2a4e-4212-999a-8150ee593e6f
memory_id: ebb980c0-4521-4282-ad50-463e31b384f9
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:57:13.257Z
reason:
  Existing memory [5] (ebb980c0-4521-4282-ad50-463e31b384f9) already comprehensively covers this fact. It states Watchtower is a React application using opentui for terminal rendering, plus additional implementation details (Zustand, WebSocket, pm-server). The new fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Watchtower is a React application that uses opentui for terminal rendering in the openmarketui project","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fdd78d39-0f30-42dc-aa6c-97a662b4c5ac
memory_id: ebb980c0-4521-4282-ad50-463e31b384f9
event: none
changed_by: pipeline-v2
reason: Candidate [2] already explicitly covers this fact: 'integrated with Zustand for state management'
created_at: 2026-02-26T07:57:13.257Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Watchtower uses Zustand for state management to handle application state","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3fd5a8f6-9012-4286-b6e5-792d11c96a07
memory_id: d49ea256-5490-4474-9723-b7b15bb63621
event: created
new_content: Watchtower establishes WebSocket connections to pm-server for real-time communication
changed_by: pipeline-v2
created_at: 2026-02-26T07:57:13.257Z
reason:
  New fact about OpenMarketUI architecture (watchtower/pm-server communication). Existing candidates are all about Proton MCP setup, completely unrelated. No overlap or redundancy.

metadata:
  {"proposedAction":"add","sourceMemoryId":"ebb980c0-4521-4282-ad50-463e31b384f9","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 7a858d54-028e-46d4-bd54-1261da022b3c
memory_id: ebb980c0-4521-4282-ad50-463e31b384f9
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:57:13.257Z
reason:
  New fact about OpenMarketUI architecture (watchtower/pm-server communication). Existing candidates are all about Proton MCP setup, completely unrelated. No overlap or redundancy.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Watchtower establishes WebSocket connections to pm-server for real-time communication","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":"d49ea256-5490-4474-9723-b7b15bb63621","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2b24db7d-5231-4686-8077-8cfd1c034d5c
memory_id: ebb980c0-4521-4282-ad50-463e31b384f9
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:57:13.257Z
reason:
  Candidate [5] already captures this procedural fact: 'Work began with architectural exploration to understand the current watchtower codebase before planning implementation.' The new fact is a general principle, but the specific instance and rationale are already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Work on watchtower begins with architectural exploration of the codebase before implementation planning starts","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6f41943d-25c3-4117-b51d-a52e3356c185
memory_id: b8ef693d-fd9d-474d-ba16-3d5a69f3a0fc
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T07:58:52.971Z
actor_type: pipeline
old_content:
  An Explore agent was tasked with investigating: full file structure, package.json configuration and entry points, main bootstrapping logic, opentui integration patterns, React component structure, state management implementation, data fetching mechanisms, and TypeScript/build configuration.

new_content:
  An Explore agent investigation of openmarketui codebase covered: file structure, package.json configuration and entry points, bootstrapping logic, opentui integration patterns, React component structure, state management implementation, data fetching mechanisms, and TypeScript/build configuration

reason:
  New fact represents completion/outcomes of the investigation described in candidate 5. Candidate 5 describes the task assignment; new fact confirms the investigation was completed and specifies what was covered. Merge into single fact showing investigation scope and completion status.


id: d9d6d099-2dcd-407b-9ac5-ce7c44dc748d
memory_id: b8ef693d-fd9d-474d-ba16-3d5a69f3a0fc
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:58:52.972Z
reason:
  New fact represents completion/outcomes of the investigation described in candidate 5. Candidate 5 describes the task assignment; new fact confirms the investigation was completed and specifies what was covered. Merge into single fact showing investigation scope and completion status.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"b8ef693d-fd9d-474d-ba16-3d5a69f3a0fc","targetContent":"An Explore agent was tasked with investigating: full file structure, package.json configuration and entry points, main bootstrapping logic, opentui integration patterns, React component structure, state management implementation, data fetching mechanisms, and TypeScript/build configuration.","confidence":0.88,"fact":{"content":"An Explore agent investigation of openmarketui codebase covered: file structure, package.json configuration and entry points, bootstrapping logic, opentui integration patterns, React component structure, state management implementation, data fetching mechanisms, and TypeScript/build configuration","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"b8ef693d-fd9d-474d-ba16-3d5a69f3a0fc","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a9356a7b-de9b-413c-bd74-bc1942307a2c
memory_id: b8ef693d-fd9d-474d-ba16-3d5a69f3a0fc
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:58:52.972Z
reason:
  Candidate #5 already captures this information: 'Watchtower is currently a React application using opentui for terminal rendering, integrated with Zustand for state management and WebSocket connections to pm-server.' The new fact is a restatement of the same architectural relationship (opentui for terminal UI + React components) and is already well-documented in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The watchtower package (openmarketui-watchtower) integrates opentui for terminal UI implementation alongside React components","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c9de89d1-d50e-4f28-976b-0efb575173a2
memory_id: b8ef693d-fd9d-474d-ba16-3d5a69f3a0fc
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:58:52.972Z
reason:
  Candidate 5 already comprehensively documents that watchtower uses Zustand for state management alongside opentui and WebSocket connections. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The watchtower package uses zustand for state management","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: eb686f33-2a9a-4b7e-9e33-323c5e02897b
memory_id: 242ea3f3-f724-49cb-9073-cc8553ddd305
event: created
new_content: The openmarketui project uses TypeScript and employs bun/turbo as build orchestration system
changed_by: pipeline-v2
created_at: 2026-02-26T07:58:52.972Z
reason:
  New fact about openmarketui's tech stack (TypeScript + bun/turbo) is specific and queryable but not well-matched by any existing candidates. While tech details exist in MEMORY.md, this should be stored as discrete, searchable memory for future queries about build tools and language choices.

metadata:
  {"proposedAction":"add","sourceMemoryId":"b8ef693d-fd9d-474d-ba16-3d5a69f3a0fc","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: f4e54e28-4125-4631-bfd6-251aa7c96a26
memory_id: b8ef693d-fd9d-474d-ba16-3d5a69f3a0fc
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:58:52.972Z
reason:
  New fact about openmarketui's tech stack (TypeScript + bun/turbo) is specific and queryable but not well-matched by any existing candidates. While tech details exist in MEMORY.md, this should be stored as discrete, searchable memory for future queries about build tools and language choices.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The openmarketui project uses TypeScript and employs bun/turbo as build orchestration system","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":"242ea3f3-f724-49cb-9073-cc8553ddd305","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: aa9a3e46-e66e-48e0-9d39-cd8a4d4d98ca
memory_id: b8ef693d-fd9d-474d-ba16-3d5a69f3a0fc
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:58:52.972Z
reason:
  New fact is generic and already covered by existing project documentation (CLAUDE.md describes the Source trait fetching market candidates, and architecture memory outlines the full pipeline). The codebase's data fetching mechanisms are implicit in the documented pipeline architecture (Source → Filter → Scorer → Selector → Executor), making this fact redundant without additional specificity about implementation details, patterns, or design decisions.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.75,"fact":{"content":"The openmarketui codebase implements data fetching mechanisms as part of its core architecture","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0c1717b5-4676-421b-8d38-30291e07b8a5
memory_id: 4aafbc19-ee61-481a-a30f-b9acd6f8bc53
event: updated
new_content: Architecture exploration for the current project is in early stages
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T07:59:49.203Z
actor_type: pipeline
old_content:
  Navigation will need to be updated to link to the new About page. Session cut short during initial exploration phase—no implementation changes made yet.

reason:
  New fact refines existing memory about exploration work—specififies it's architecture exploration and confirms early-stage status. Merging provides more precise description of current project state.


id: 5a6e01d0-c2d6-47a3-a41e-2f03a1c76603
memory_id: 0edf0e44-0a45-41fa-8267-b32230148818
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:59:49.204Z
reason:
  New fact refines existing memory about exploration work—specififies it's architecture exploration and confirms early-stage status. Merging provides more precise description of current project state.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"4aafbc19-ee61-481a-a30f-b9acd6f8bc53","targetContent":"Navigation will need to be updated to link to the new About page. Session cut short during initial exploration phase—no implementation changes made yet.","confidence":0.85,"fact":{"content":"Architecture exploration for the current project is in early stages","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"4aafbc19-ee61-481a-a30f-b9acd6f8bc53","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 932f7cb1-0bb2-4e4d-904a-dc7044bf2bd6
memory_id: 0edf0e44-0a45-41fa-8267-b32230148818
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:59:49.204Z
reason:
  Candidate [5] already captures this: 'Architecture exploration in early stages (Explore agent initiated)'. The new fact is a generic restatement of an already-recorded session action and provides no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"An Explore agent has been initiated to conduct architecture investigation","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5e62e463-41ef-4316-84f6-1c016eab2b39
memory_id: 0edf0e44-0a45-41fa-8267-b32230148818
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T07:59:49.204Z
reason:
  Existing candidate [5] already contains this exact information: 'Next step: review findings and design approach for dual-mode (TUI + web) rendering.' The new fact is already covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The next session step is to review findings from architecture exploration and design an approach for dual-mode (TUI + web) rendering","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 633588a3-54b0-40b9-a65f-75c4c61be864
memory_id: 1b780668-166c-4e36-9f1f-62c0153ddec2
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:00:54.182Z
reason:
  Candidate 1b780668-166c-4e36-9f1f-62c0153ddec2 already captures this exact fact with additional context (cross-attention.md and microgpt references). New fact is redundant and less detailed than existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Nicholai requested the ability to integrate an ML model alongside OpenMarketUI's existing heuristic trading pipeline","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7e20308b-615a-483e-b19a-369cafa4215c
memory_id: 1b780668-166c-4e36-9f1f-62c0153ddec2
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:00:54.182Z
reason:
  Candidate [4] already captures this fact: it states that Nicholai requested ML model integration 'drawing inspiration from two references: cross-attention.md and the microgpt implementation.' Candidate [5] adds clarifying context that cross-attention.md is the Signet Memory Pipeline v2 spec. The new fact is redundant with existing coverage.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The ML model integration design draws inspiration from the cross-attention.md reference","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7bdfc862-aa7f-47d3-8c1d-1900d26227de
memory_id: 1b780668-166c-4e36-9f1f-62c0153ddec2
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:00:54.182Z
reason:
  Candidate [3] already explicitly documents that Nicholai is integrating an ML model with OpenMarketUI drawing inspiration from the microgpt implementation. The new fact restates this relationship without adding new information beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The ML model integration design draws inspiration from the microgpt implementation as a reference pattern","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ff90ed38-868a-4b4d-b289-3da27c9c6bfa
memory_id: 1b780668-166c-4e36-9f1f-62c0153ddec2
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T08:00:54.182Z
actor_type: pipeline
old_content:
  ## Model Integration Exploration Nicholai requested the ability to integrate an ML model alongside OpenMarketUI's existing heuristic trading pipeline, drawing inspiration from two references: `cross-attention.md` and the `microgpt` implementation.

new_content:
  OpenMarketUI currently operates with a heuristic-based trading pipeline that the proposed ML model would integrate alongside

reason:
  New fact refines existing memory [5] by explicitly stating that OpenMarketUI's current pipeline is heuristic-based and the ML model will integrate alongside it, providing concrete detail about the integration pattern Nicholai is exploring


id: 3a209997-06b3-414e-90a5-d9089457f60e
memory_id: 1b780668-166c-4e36-9f1f-62c0153ddec2
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:00:54.183Z
reason:
  New fact refines existing memory [5] by explicitly stating that OpenMarketUI's current pipeline is heuristic-based and the ML model will integrate alongside it, providing concrete detail about the integration pattern Nicholai is exploring

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"1b780668-166c-4e36-9f1f-62c0153ddec2","targetContent":"## Model Integration Exploration Nicholai requested the ability to integrate an ML model alongside OpenMarketUI's existing heuristic trading pipeline, drawing inspiration from two references: `cross-attention.md` and the `microgpt` implementation.","confidence":0.9,"fact":{"content":"OpenMarketUI currently operates with a heuristic-based trading pipeline that the proposed ML model would integrate alongside","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"1b780668-166c-4e36-9f1f-62c0153ddec2","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 37a5102c-50dc-4826-9fe1-8af81ec27006
memory_id: 52a49bfa-b81a-4006-a3cd-f65400185671
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:01:44.264Z
reason:
  New fact is already captured by candidate [4] (ID: 52a49bfa-b81a-4006-a3cd-f65400185671), which states 'Claude began orientation work by reading the microgpt reference to understand the architecture.' The new fact adds no additional information beyond what is already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Claude read the microgpt reference as part of orientation work to understand the system architecture","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fd12c653-6ece-48a7-97e5-bf78c4d287b2
memory_id: 52a49bfa-b81a-4006-a3cd-f65400185671
event: updated
old_content: Claude began orientation work by reading the microgpt reference to understand the architecture.
new_content: The microgpt reference documents or explains the system architecture
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T08:01:44.264Z
actor_type: pipeline
reason:
  New fact characterizes the content of the microgpt reference that candidate [4] mentions Claude read. Merge to clarify that the microgpt reference itself contains architecture documentation.


id: cc0acbe4-9d9d-4390-bde1-cdd5c4c9c23f
memory_id: 52a49bfa-b81a-4006-a3cd-f65400185671
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:01:44.265Z
reason:
  New fact characterizes the content of the microgpt reference that candidate [4] mentions Claude read. Merge to clarify that the microgpt reference itself contains architecture documentation.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"52a49bfa-b81a-4006-a3cd-f65400185671","targetContent":"Claude began orientation work by reading the microgpt reference to understand the architecture.","confidence":0.85,"fact":{"content":"The microgpt reference documents or explains the system architecture","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"52a49bfa-b81a-4006-a3cd-f65400185671","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ae529a99-6cbc-41fd-b154-4c49727662e7
memory_id: a58ec62d-e6fc-494d-859b-d5a90de56fa1
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:02:47.198Z
reason:
  Candidate #5 already covers this fact with greater detail—it explicitly states MicroGPT is a Rust implementation of Karpathy's microgpt.py, plus adds technical specifics about operation-level autograd and tensor optimization. New fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"MicroGPT is a Rust implementation of Karpathy's microgpt.py","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 58f1e171-9344-4692-b2cd-e795a43fa5fa
memory_id: a58ec62d-e6fc-494d-859b-d5a90de56fa1
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:02:47.198Z
reason:
  New fact is already comprehensively covered by existing candidate [2], which explicitly states MicroGPT uses Vec<f64> tensor operations instead of building scalar Value nodes per operation. No new information or refinement is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"a58ec62d-e6fc-494d-859b-d5a90de56fa1","targetContent":"MicroGPT is a faithful Rust implementation of Karpathy's microgpt.py with operation-level autograd optimization—instead of building thousands of scalar Value nodes per operation, it uses Vec<f64> tensor operations where each matmul, softmax, and rmsnorm is a single tape entry.","confidence":0.95,"fact":{"content":"MicroGPT uses Vec<f64> tensor operations for autograd instead of building scalar Value nodes per operation","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9fd19e71-b578-49c0-a7b2-7828764cd4cd
memory_id: a58ec62d-e6fc-494d-859b-d5a90de56fa1
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:02:47.198Z
reason:
  Candidate [5] already comprehensively covers this fact: 'it uses Vec<f64> tensor operations where each matmul, softmax, and rmsnorm is a single tape entry.' The new fact is a focused restatement of information already present in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"In MicroGPT, each matmul, softmax, and rmsnorm operation is represented as a single tape entry in the autograd graph","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 625514ea-adac-4d65-a8a5-77fa2e82e214
memory_id: a58ec62d-e6fc-494d-859b-d5a90de56fa1
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T08:02:47.198Z
actor_type: pipeline
old_content:
  MicroGPT is a faithful Rust implementation of Karpathy's microgpt.py with operation-level autograd optimization—instead of building thousands of scalar Value nodes per operation, it uses Vec<f64> tensor operations where each matmul, softmax, and rmsnorm is a single tape entry.

new_content:
  MicroGPT's operation-level autograd optimization reduces memory and computational overhead by using single tape entries per operation instead of thousands of scalar Value nodes that would be created in a naive implementation

reason:
  New fact elaborates on the efficiency benefits of the optimization already described in candidate [4]. Merge to create complete picture: MicroGPT's single-tape-entry approach reduces memory/computational overhead compared to naive scalar-node implementations.


id: 7f21df61-dfdd-4b29-996e-84ee47bba50d
memory_id: a58ec62d-e6fc-494d-859b-d5a90de56fa1
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:02:47.198Z
reason:
  New fact elaborates on the efficiency benefits of the optimization already described in candidate [4]. Merge to create complete picture: MicroGPT's single-tape-entry approach reduces memory/computational overhead compared to naive scalar-node implementations.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"a58ec62d-e6fc-494d-859b-d5a90de56fa1","targetContent":"MicroGPT is a faithful Rust implementation of Karpathy's microgpt.py with operation-level autograd optimization—instead of building thousands of scalar Value nodes per operation, it uses Vec<f64> tensor operations where each matmul, softmax, and rmsnorm is a single tape entry.","confidence":0.95,"fact":{"content":"MicroGPT's operation-level autograd optimization reduces memory and computational overhead by using single tape entries per operation instead of thousands of scalar Value nodes that would be created in a naive implementation","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"a58ec62d-e6fc-494d-859b-d5a90de56fa1","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6dc97b2c-2e64-4567-9796-1f1479d87431
memory_id: 368ac4a0-8f08-4fe5-80b3-cd084b91ae78
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:03:15.950Z
reason:
  New fact is already covered by candidate [5], which states the same concept: 'This efficient approach contrasts with traditional per-element autograd.' Candidate [4] provides additional rationale detail about MicroGPT's operation-level implementation. No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"An efficient approach to autograd exists that contrasts with traditional per-element autograd","type":"semantic","confidence":0.35},"extractionModel":"haiku","factCount":1,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a0e89b9b-ca24-4a15-8af9-c2cb6d8a5dd8
memory_id: b89f598b-0d28-44e2-bf39-d4b1a33e66e6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:04:08.743Z
reason:
  Candidate [5] already documents this discovery: that `docs/cross-attention.md` contains the Signet Memory Pipeline v2 spec rather than a trading-specific cross-attention design. The new fact is semantically identical to the existing learning note.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The file `docs/cross-attention.md` contains the Signet Memory Pipeline v2 specification rather than a trading-specific cross-attention design","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b2325a3c-2bfc-4ff7-a75f-1762bc429597
memory_id: b89f598b-0d28-44e2-bf39-d4b1a33e66e6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:04:08.743Z
reason:
  This observation is already captured in candidate [5] (ID: b89f598b-0d28-44e2-bf39-d4b1a33e66e6), which explicitly notes that `docs/cross-attention.md` is the Signet Memory Pipeline v2 spec rather than trading-specific, and flags the filename as potentially misleading. The new fact is a duplicate of existing learning.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The filename `docs/cross-attention.md` is misleading because it suggests trading-specific cross-attention content but actually contains memory pipeline specification documentation","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 40c2c692-85b7-4de2-afd9-749b1df9722d
memory_id: b89f598b-0d28-44e2-bf39-d4b1a33e66e6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:04:08.743Z
reason:
  Candidate #5 (ID: b89f598b-0d28-44e2-bf39-d4b1a33e66e6) already captures this exact discrepancy: `docs/cross-attention.md` contains Signet Memory Pipeline v2 spec rather than trading-related content, with filename being misleading relative to actual content. New fact is a restatement of the same observation.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"There is a discrepancy in `docs/cross-attention.md` between the filename/original reference intent and the actual file content, suggesting either the filename needs correction or the original reference was made with incorrect assumptions about the file's purpose","type":"decision","confidence":0.8},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fe31f2fc-dfe5-40f6-9fc4-d12277494084
memory_id: 2a459878-70cf-4ca8-983c-b1445c614c48
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:04:45.051Z
reason:
  Candidate #5 (2a459878-70cf-4ca8-983c-b1445c614c48) is an exact match — both state the session was in initial exploration/orientation phase when captured with no implementation work begun. The fact is already well-documented in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The session was in an initial exploration/orientation phase when captured","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2768fe01-2801-48b7-875b-3ca1006baa7f
memory_id: 2a459878-70cf-4ca8-983c-b1445c614c48
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:04:45.051Z
reason:
  New fact is already well-covered by candidate #5, which captures the same information with additional context about the exploration/orientation phase. No new information is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"No implementation work had begun yet at the time of session capture","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1c3282e2-e403-44ee-8c92-4b576f0afb93
memory_id: 780b1768-8300-48b4-98b5-85837842ae64
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:16:10.913Z
reason:
  Existing candidate [5] already captures this procedural fact in greater detail: it records the request, the specific action taken (cargo build --release -p pm-server), compilation progress, and that the session ended mid-build. New fact adds no additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai requested to build and run the pm-server Rust crate","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: af740e6a-1e62-4e21-8552-92969cc5d06e
memory_id: 780b1768-8300-48b4-98b5-85837842ae64
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:16:10.914Z
reason:
  Candidate [5] (780b1768-8300-48b4-98b5-85837842ae64) already documents this exact event: Claude issuing `cargo build --release -p pm-server`, compilation initiation, and session context. The new fact provides no additional detail beyond what's already captured in the existing PM Server Build Initiation memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Claude issued the command `cargo build --release -p pm-server` to perform a release-optimized build of the pm-server crate","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d68d554f-a4ef-4ddb-9646-9ef190de6c48
memory_id: 780b1768-8300-48b4-98b5-85837842ae64
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:16:10.914Z
reason:
  This fact is already captured in candidate #5 (780b1768-8300-48b4-98b5-85837842ae64), which details the same PM Server build initiation with identical dependencies (pm-core, pm-garden, axum, tokio-tungstenite) and provides additional context that the build didn't complete.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The pm-server build process initiated compilation of pm-server and its dependencies: pm-core, pm-garden, axum, tokio-tungstenite, and transitive dependencies","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1c415381-ed74-4882-aa0a-32c0a0520ee7
memory_id: 780b1768-8300-48b4-98b5-85837842ae64
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:16:10.914Z
reason:
  Existing candidate [5] (ID: 780b1768...) already captures this exact information: cargo build --release initiated successfully, compilation began, session ended mid-build, build did not complete. New fact adds no new details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The cargo build --release compilation successfully initiated but did not complete before the session ended","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 588c0c24-a513-4d8f-8401-98d8e2e48de2
memory_id: 780b1768-8300-48b4-98b5-85837842ae64
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:16:10.914Z
reason:
  Candidate [4] already captures this information: the pm-server build was initiated, compilation did not complete, and the server was not run. The new fact restates the causal relationship implicitly contained in the existing memory with no new substantive detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The pm-server was not executed because the cargo build compilation did not complete","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1d03910a-4cfa-4515-aecd-fe22cb21442f
memory_id: e993d638-f95d-4ae8-9602-dd4f850516f6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:54:51.300Z
reason:
  This fact is already comprehensively covered by existing candidates 4 and 5, which document the session initialization and interface-design skill invocation for the backdata collection feature. No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The interface-design skill was invoked to work on adding a backdata collection feature to the watchtower terminal UI","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: eb297558-f536-4b22-b5b3-f54dbbcfbbca
memory_id: e993d638-f95d-4ae8-9602-dd4f850516f6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:54:51.300Z
reason:
  Candidate [5] already documents the exact same fact: designing a UI within watchtower for users to pull and collect historical market data (backdata). The new fact is a restatement of the existing task scope with no additional information to warrant a new entry or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A backdata collection feature is being added to the watchtower terminal user interface for OpenMarketUI","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f6946d8e-94c0-462b-ab30-3f04e93e2798
memory_id: e993d638-f95d-4ae8-9602-dd4f850516f6
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:54:51.300Z
reason:
  Candidate [3] already captures the full technical architecture: React + opentui for terminal rendering + Zustand state management. New fact is less specific (omits WebSocket/pm-server details) and doesn't add information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The watchtower is a React-based terminal user interface built with opentui and Zustand for monitoring OpenMarketUI trading strategies","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8c61dcc5-cab1-4e59-8065-69929d1cc8b2
memory_id: 2b051df2-5c59-4454-a809-5cb5a0566585
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:55:53.171Z
reason:
  Existing candidate [5] (ID: 2b051df2-5c59-4454-a809-5cb5a0566585) already captures this exact objective: 'design a user interface within watchtower that enables users to pull and collect historical market data (backdata)'. No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The watchtower UI design task objective is to create an interface that enables users to pull and collect historical market data (backdata)","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b42aee9f-1373-41c7-a323-943d8571fd9e
memory_id: 2b051df2-5c59-4454-a809-5cb5a0566585
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:55:53.171Z
reason:
  This fact is already comprehensively covered by candidates [4] and [5], which document the interface-design skill invocation for watchtower UI work on the backdata collection feature. No new information is introduced.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The interface-design skill is being applied to guide the watchtower UI design process","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7c4f93b2-acd5-4c75-be72-50a1549fa4cc
memory_id: c7b1fcb8-7e64-4417-b2bb-995fe72c55aa
event: created
changed_by: pipeline-v2
created_at: 2026-02-26T08:55:53.171Z
new_content:
  The watchtower UI design follows craft-first principles that include: exploring the product domain, defining user intent, identifying signature elements, and avoiding generic defaults

reason:
  New fact captures watchtower's design methodology (craft-first principles) as a general procedural approach, distinct from candidate [5] which contextualizes it within a specific session task (backdata feature). This warrants a standalone memory for future design decisions on watchtower.

metadata:
  {"proposedAction":"add","sourceMemoryId":"2b051df2-5c59-4454-a809-5cb5a0566585","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: 14dcfa05-d1fd-4697-9059-51f57a6fd90d
memory_id: 2b051df2-5c59-4454-a809-5cb5a0566585
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:55:53.171Z
reason:
  New fact captures watchtower's design methodology (craft-first principles) as a general procedural approach, distinct from candidate [5] which contextualizes it within a specific session task (backdata feature). This warrants a standalone memory for future design decisions on watchtower.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The watchtower UI design follows craft-first principles that include: exploring the product domain, defining user intent, identifying signature elements, and avoiding generic defaults","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":"c7b1fcb8-7e64-4417-b2bb-995fe72c55aa","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 770e6e31-3ea4-451a-88fb-28fed1e3ff2c
memory_id: ad3de977-52ce-42de-a791-fcddc9d151af
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:56:59.105Z
reason:
  Candidate [5] already captures this fact comprehensively: 'No design work or implementation has occurred yet.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"No design work has been completed for the project to date","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 279239db-7a20-4f53-8dfd-8cbbc15d7106
memory_id: ad3de977-52ce-42de-a791-fcddc9d151af
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:56:59.105Z
reason:
  Existing candidate [5] already captures this fact comprehensively: 'No design work or implementation has occurred yet.' The new fact about no implementation work is a subset of what's already stored. Candidates [2-4] also reinforce this at session level. The fact is redundantly covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"No implementation work has been completed for the project to date","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a41194b8-8b63-4355-8ed7-34bd3ef9f7a1
memory_id: ad3de977-52ce-42de-a791-fcddc9d151af
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:56:59.105Z
reason:
  Candidate [5] already captures this fact verbatim: 'The skill documentation was loaded to establish methodology before proceeding with exploration and proposal phases.' The new fact is identical in substance and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Skill documentation was loaded to establish project methodology as a prerequisite step before proceeding with exploration and proposal phases","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1cd0e14a-522b-421a-88fd-cf84acb8520f
memory_id: ad3de977-52ce-42de-a791-fcddc9d151af
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T08:56:59.105Z
actor_type: pipeline
old_content:
  ## Status No design work or implementation has occurred yet. The skill documentation was loaded to establish methodology before proceeding with exploration and proposal phases.

new_content:
  The project workflow includes three sequential phases: methodology establishment (via documentation), exploration phase, and proposal phase

reason:
  Candidate [5] mentions the same three phases (methodology establishment, exploration, proposal) within a status note. The new fact systematizes this as an explicit workflow pattern. Merging makes the workflow structure clear and reusable across projects.


id: 2dc03353-4be9-44dc-91f2-e6fbd35b7dcd
memory_id: ad3de977-52ce-42de-a791-fcddc9d151af
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T08:56:59.106Z
reason:
  Candidate [5] mentions the same three phases (methodology establishment, exploration, proposal) within a status note. The new fact systematizes this as an explicit workflow pattern. Merging makes the workflow structure clear and reusable across projects.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"ad3de977-52ce-42de-a791-fcddc9d151af","targetContent":"## Status No design work or implementation has occurred yet. The skill documentation was loaded to establish methodology before proceeding with exploration and proposal phases.","confidence":0.85,"fact":{"content":"The project workflow includes three sequential phases: methodology establishment (via documentation), exploration phase, and proposal phase","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"ad3de977-52ce-42de-a791-fcddc9d151af","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4a484e80-2312-44f1-b415-51557ea12eb1
memory_id: c13a698d-de80-4934-accf-993af8613ff9
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:14:04.320Z
reason:
  New fact is already comprehensively captured in existing memory ID c13a698d-de80-4934-accf-993af8613ff9 (Audio Playback Issue) which explicitly states 'Nicholai reported system audio not playing back' along with diagnostic details. Related contextual memories (IDs 6e8ce6a1 and bf013e6b) form a complete record of this troubleshooting session.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai reported system audio not playing back during troubleshooting","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 54485f85-4744-45b7-9716-9ab504908268
memory_id: c13a698d-de80-4934-accf-993af8613ff9
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:14:04.320Z
reason:
  New fact is already captured in candidate [5] which documents the audio playback troubleshooting session where `pactl` diagnostics were run and PipeWire configuration was analyzed

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `pactl` command was used to diagnose the audio system configuration","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d5fccc8c-0d5c-4bdd-aff0-9d3d2f96cf7b
memory_id: c13a698d-de80-4934-accf-993af8613ff9
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:14:04.320Z
reason:
  New fact is already fully captured in candidate [3] (ID: c13a698d-de80-4934-accf-993af8613ff9), which documents the exact same PipeWire 1.4.10 configuration with USB BurrBrown and HDMI sinks. No new information or refinement is provided.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"PipeWire version 1.4.10 was configured with two audio sinks: a USB BurrBrown audio interface and HDMI stereo output","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f69b57a7-ca81-417e-86af-a45729b6dab8
memory_id: c13a698d-de80-4934-accf-993af8613ff9
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:14:04.320Z
reason:
  Candidate [3] already documents that the USB BurrBrown audio interface sink was in SUSPENDED state during the PipeWire diagnostics. This new fact is a subset of existing memory about the audio troubleshooting session.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The USB BurrBrown audio interface sink was in SUSPENDED state during diagnosis","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7da132d5-411b-440f-aed5-daa71ad654f5
memory_id: c13a698d-de80-4934-accf-993af8613ff9
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:14:04.320Z
reason:
  Existing candidate [4] already explicitly states 'The HDMI sink was set as the default and showed RUNNING status' and candidate [3] documents 'HDMI stereo output (RUNNING)' from the pactl diagnostics. The new fact provides no additional information beyond what's already captured in these memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The HDMI stereo output sink was in RUNNING state during diagnosis","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c300efa5-9328-495c-be5b-68276a2052ff
memory_id: 6e8ce6a1-4c0a-42de-a7b7-b7edddc45930
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:14:59.635Z
reason:
  Candidate [6e8ce6a1] already captures this exact fact: 'The HDMI sink was set as the default and showed RUNNING status, but no audio was outputting.' The new fact is a direct restatement with no additional information or nuance to justify an update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The HDMI sink was configured as the default audio output device and displayed RUNNING status but produced no audio output","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0aef2095-f451-44ea-8ab3-3a2ad8256e09
memory_id: 6e8ce6a1-4c0a-42de-a7b7-b7edddc45930
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:14:59.635Z
reason:
  Candidate [4] already explicitly states 'Initial troubleshooting suggested the USB sink might be interfering'—this is equivalent to the new fact about investigating the USB audio sink as a potential interference source. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"During troubleshooting, the USB audio sink was investigated as a potential source of interference with the HDMI sink's audio output","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bde3ed1b-a7f1-4a43-9b46-600404e2d107
memory_id: 6e8ce6a1-4c0a-42de-a7b7-b7edddc45930
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:14:59.635Z
reason:
  Candidate [5] already captures this exact fact: 'Nicholai clarified that HDMI is the correct intended output.' The preference is already documented in the audio troubleshooting context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"HDMI is the correct intended audio output device for Nicholai's system setup","type":"preference","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 541dff92-f63d-4ddc-a4d8-f0573ac457b3
memory_id: bf013e6b-22a6-44b7-b5b4-40ee7b4797ea
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:15:44.406Z
reason:
  Candidate [5] already captures this exact statement: 'Session ended with the diagnosis complete but root cause not yet identified.' The new fact adds no novel information beyond what's already stored. The core assertion (diagnosis complete, root cause not identified) is already present in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"A diagnostic session ended with diagnosis completed but the root cause of the issue was not yet identified","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d676577a-d7e8-493b-8cc2-627b030858e6
memory_id: bf013e6b-22a6-44b7-b5b4-40ee7b4797ea
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:15:44.406Z
reason:
  New fact is already covered by existing candidate [4], which explicitly lists 'mute status, volume level, or missing sink inputs' as the likely diagnosis. The new fact adds no additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Possible causes for the unidentified issue include: mute status, volume level, or missing sink inputs","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 573b8c3f-0470-4900-8a10-db3693a4cde6
memory_id: 5406f67a-2a3c-43e9-aea6-5722dda5c045
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:17:38.143Z
reason:
  Candidate [4] already captures this exact fact: 'Nicholai provided a detailed implementation plan for adding direct session control to the watchtower overview tab.' The new fact is a duplicate of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai provided a detailed implementation plan for adding direct session control to the watchtower overview tab","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f22f6833-b89b-41ff-9908-f6883e11c29f
memory_id: 5406f67a-2a3c-43e9-aea6-5722dda5c045
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:17:38.143Z
reason:
  New fact is already well-covered by candidate [5406f67a...] which explicitly documents the Overview Tab Session Controls Implementation Plan. Both address the same topic: watchtower overview tab enhancement with session control based on a documented implementation plan. No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The watchtower overview tab is being enhanced with direct session control functionality based on a documented implementation plan","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cca81089-0880-4e4b-b03d-ab13e29329c3
memory_id: b256513d-c256-43eb-b54f-853a1f639b03
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:18:52.076Z
reason:
  Candidate [5] already documents the exact same information: session management controls (start/stop backtest/paper, configure, select presets) currently in Ctrl+P command menu modal. No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Session management controls in watchtower (start/stop backtest, start/stop paper trading, configure, select presets) are currently implemented in the Ctrl+P command menu modal","type":"fact","confidence":1},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a96fe162-63dd-41b9-a94c-1a4cf3d52c50
memory_id: b256513d-c256-43eb-b54f-853a1f639b03
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:18:52.076Z
reason:
  Candidate [5] already covers this fact in detail: it explicitly mentions SessionControlStrip as a left-side panel in a two-column layout for consolidating session management controls. The new fact adds no new information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Planned refactoring introduces SessionControlStrip, a left-side panel component in watchtower's two-column layout, to consolidate session management controls","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7db4cb4a-7040-40be-87af-b4445a5175d5
memory_id: b256513d-c256-43eb-b54f-853a1f639b03
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:18:52.076Z
reason:
  Candidate [5] already comprehensively covers SessionControlStrip with keyboard-driven controls, describing it as a left-side panel with keyboard-driven session management. The new fact confirms what's already documented in the implementation plan and adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"SessionControlStrip in watchtower implements keyboard-driven controls for session management operations","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 65d8d3bb-eac1-4ffa-9f81-c91bfee648cc
memory_id: b256513d-c256-43eb-b54f-853a1f639b03
event: updated
new_content: SessionControlStrip displays inline backtest progress during active backtest execution
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T09:18:52.076Z
actor_type: pipeline
old_content:
  Currently, all session management (start/stop backtest/paper, configure, select presets) is buried in the Ctrl+P command menu modal. The plan introduces a left-side SessionControlStrip panel in a two-column layout, with keyboard-driven controls and inline backtest progress display.

reason:
  New fact specifies the implementation detail of inline backtest progress display during active execution. Existing memory [5] already mentions SessionControlStrip with inline backtest progress display, but this confirms and clarifies the timing. Merge to make the timing explicit in the existing memory.


id: 0c73b800-972c-4e89-8d6d-223c1a4bbc60
memory_id: b256513d-c256-43eb-b54f-853a1f639b03
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:18:52.077Z
reason:
  New fact specifies the implementation detail of inline backtest progress display during active execution. Existing memory [5] already mentions SessionControlStrip with inline backtest progress display, but this confirms and clarifies the timing. Merge to make the timing explicit in the existing memory.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"b256513d-c256-43eb-b54f-853a1f639b03","targetContent":"Currently, all session management (start/stop backtest/paper, configure, select presets) is buried in the Ctrl+P command menu modal. The plan introduces a left-side SessionControlStrip panel in a two-column layout, with keyboard-driven controls and inline backtest progress display.","confidence":0.9,"fact":{"content":"SessionControlStrip displays inline backtest progress during active backtest execution","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"b256513d-c256-43eb-b54f-853a1f639b03","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 662b5383-1c58-4692-9a67-a7d7425a4507
memory_id: 8a2a0291-64ba-49ec-8c0f-c5d3f62ac7f4
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T09:20:22.855Z
actor_type: pipeline
old_content:
  s display replaces full-screen overlay on overview tab - No backend changes required Implementation scope: 7 files across watchtower, including new SessionControlStrip component, modified GardenOverview layout, store actions (cyclePreset, adjustBacktestSpeed), keyboard nav bindings, and utility ext

new_content:
  The watchtower terminal UI uses a two-column layout with session control strip (width: 38) on left and strategies table (flexGrow: 1) on right

reason:
  New fact provides specific layout dimensions (session control strip width: 38, strategies table flexGrow: 1) for the SessionControlStrip and GardenOverview layout components already mentioned in the target memory. Merging adds concrete implementation details.


id: 7cbb0b27-f155-4583-989c-732f97c42493
memory_id: 9d6c1fb5-f4c2-4337-9520-0f10ef41a642
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:20:22.858Z
reason:
  New fact provides specific layout dimensions (session control strip width: 38, strategies table flexGrow: 1) for the SessionControlStrip and GardenOverview layout components already mentioned in the target memory. Merging adds concrete implementation details.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"8a2a0291-64ba-49ec-8c0f-c5d3f62ac7f4","targetContent":"s display replaces full-screen overlay on overview tab - No backend changes required Implementation scope: 7 files across watchtower, including new SessionControlStrip component, modified GardenOverview layout, store actions (cyclePreset, adjustBacktestSpeed), keyboard nav bindings, and utility ext","confidence":0.85,"fact":{"content":"The watchtower terminal UI uses a two-column layout with session control strip (width: 38) on left and strategies table (flexGrow: 1) on right","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"8a2a0291-64ba-49ec-8c0f-c5d3f62ac7f4","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1f1be74d-1168-411a-a115-1113c28cbbb8
memory_id: a0f58ecb-f2d2-449b-b756-420df6e5d52c
event: created
changed_by: pipeline-v2
created_at: 2026-02-26T09:20:22.858Z
new_content:
  The watchtower UI uses tab-gated keybindings where key bindings are scoped to the active tab context

reason:
  New architectural pattern about keybinding scoping in watchtower. While candidate 5 mentions 'keyboard nav bindings', that's specific to session controls implementation. This fact describes a general architectural pattern (tab-gated keybindings) that applies across watchtower and deserves its own memory entry.

metadata:
  {"proposedAction":"add","sourceMemoryId":"9d6c1fb5-f4c2-4337-9520-0f10ef41a642","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: 828855cc-8247-4be2-8dba-aba1521dfc2b
memory_id: 9d6c1fb5-f4c2-4337-9520-0f10ef41a642
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:20:22.858Z
reason:
  New architectural pattern about keybinding scoping in watchtower. While candidate 5 mentions 'keyboard nav bindings', that's specific to session controls implementation. This fact describes a general architectural pattern (tab-gated keybindings) that applies across watchtower and deserves its own memory entry.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The watchtower UI uses tab-gated keybindings where key bindings are scoped to the active tab context","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":"a0f58ecb-f2d2-449b-b756-420df6e5d52c","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3798d5e9-9fea-45c7-915e-16ccdb49f8dc
memory_id: 9d6c1fb5-f4c2-4337-9520-0f10ef41a642
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-26T09:20:22.858Z
actor_type: pipeline
old_content:
  Key design decisions: - Two-column layout: session control strip (width: 38) on left, strategies table (flexGrow: 1) on right - Tab-gated keybindings to avoid conflicts (b=backtest, p=paper, x=stop, space=pause, comma/period=cycle presets, c=config, +/-=adjust speed) - Inline progress bar and result

new_content:
  Tab-gated keybindings were chosen for watchtower to avoid conflicts when the same key has different meanings in different tab contexts

reason:
  New fact provides the explicit rationale for the tab-gated keybinding design already documented in candidate [5]. Merging this will clarify why tab-gating was chosen (to handle context-dependent key meanings across tabs).


id: a3346a53-679b-4ee3-8fb1-347eb3a2def3
memory_id: 9d6c1fb5-f4c2-4337-9520-0f10ef41a642
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:20:22.859Z
reason:
  New fact provides the explicit rationale for the tab-gated keybinding design already documented in candidate [5]. Merging this will clarify why tab-gating was chosen (to handle context-dependent key meanings across tabs).

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"9d6c1fb5-f4c2-4337-9520-0f10ef41a642","targetContent":"Key design decisions: - Two-column layout: session control strip (width: 38) on left, strategies table (flexGrow: 1) on right - Tab-gated keybindings to avoid conflicts (b=backtest, p=paper, x=stop, space=pause, comma/period=cycle presets, c=config, +/-=adjust speed) - Inline progress bar and result","confidence":0.85,"fact":{"content":"Tab-gated keybindings were chosen for watchtower to avoid conflicts when the same key has different meanings in different tab contexts","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"9d6c1fb5-f4c2-4337-9520-0f10ef41a642","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ce1bc3ad-d49f-4d51-958a-873be5175f03
memory_id: 9d6c1fb5-f4c2-4337-9520-0f10ef41a642
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:20:22.859Z
reason:
  Keybindings already documented in candidate [4] (ID: 9d6c1fb5-f4c2-4337-9520-0f10ef41a642) with identical mapping: b=backtest, p=paper, x=stop, space=pause, comma/period=cycle presets, c=config, +/-=adjust speed. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The watchtower UI keybindings are: b=backtest, p=paper, x=stop, space=pause, comma/period=cycle presets, c=config, +/-=adjust speed","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5339f5ff-93ae-4296-89d7-37ae7f37a0e5
memory_id: 8a2a0291-64ba-49ec-8c0f-c5d3f62ac7f4
event: none
changed_by: pipeline-v2
created_at: 2026-02-26T09:20:51.160Z
reason:
  Candidate #5 (ID: 8a2a0291-64ba-49ec-8c0f-c5d3f62ac7f4) already contains this exact fact about the two-column layout with specific pixel/flex dimensions. No update needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The watchtower terminal UI uses a two-column layout with a session control strip (width: 38) on the left and a strategies table (flexGrow: 1) on the right","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":1,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 07f6f1de-9b4c-43bb-a629-6fbc5c7f706e
memory_id: f3b2c44a-956e-4723-9783-e99e0120bc5a
event: updated
new_content: Signetai is installable as a global npm package via `npm install -g signetai`
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T03:37:46.219Z
actor_type: pipeline
old_content:
  ## Signetai NPM Installation Compatibility Started implementing a plan to enable npm installation of signetai via `npm install -g signetai` or `npx signetai`. The main issue was the postinstall script using ESM, which can be flaky in some npm environments. The plan involved three key changes: 1.

reason:
  New fact confirms successful completion of the npm installation work tracked in candidate [2]. Should update that memory from 'implementation in progress' to 'capability now live'. Merges seamlessly as the outcome of the plan described there.


id: 3c558acf-752e-422c-803e-35e2c9ce5364
memory_id: f3b2c44a-956e-4723-9783-e99e0120bc5a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:37:46.222Z
reason:
  New fact confirms successful completion of the npm installation work tracked in candidate [2]. Should update that memory from 'implementation in progress' to 'capability now live'. Merges seamlessly as the outcome of the plan described there.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"f3b2c44a-956e-4723-9783-e99e0120bc5a","targetContent":"## Signetai NPM Installation Compatibility Started implementing a plan to enable npm installation of signetai via `npm install -g signetai` or `npx signetai`. The main issue was the postinstall script using ESM, which can be flaky in some npm environments. The plan involved three key changes: 1.","confidence":0.85,"fact":{"content":"Signetai is installable as a global npm package via `npm install -g signetai`","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"f3b2c44a-956e-4723-9783-e99e0120bc5a","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3b0e64df-18f7-40fb-9b12-ab69c343ec73
memory_id: 05a7f279-a8ad-4828-9d83-5b85f11b2687
event: updated
new_content: Signetai is installable via `npx signetai` command
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T03:37:46.222Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 166 characters]

reason:
  New fact complements existing installation methods in candidate [1]. Should add `npx signetai` as an alternative install option alongside the curl method.


id: f8deb4b8-81ab-4adb-bf7f-e607348a9177
memory_id: f3b2c44a-956e-4723-9783-e99e0120bc5a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:37:46.224Z
reason:
  New fact complements existing installation methods in candidate [1]. Should add `npx signetai` as an alternative install option alongside the curl method.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"05a7f279-a8ad-4828-9d83-5b85f11b2687","targetContent":"## Key Details\n\n- **Domain:** signetai.sh (purchased)\n- **Tagline:** \"Own your agent. Bring it anywhere.\"\n- **Install:** `curl -sL https://signetai.sh/install | bash`","confidence":0.85,"fact":{"content":"Signetai is installable via `npx signetai` command","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"05a7f279-a8ad-4828-9d83-5b85f11b2687","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9b38acc8-660a-4268-bb78-8de3fe113ca9
memory_id: f3b2c44a-956e-4723-9783-e99e0120bc5a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:37:46.224Z
reason:
  Candidate [3] already documents that the postinstall script was using ESM as the root cause of npm installation issues. The new fact is redundant with existing memory about this problem, which has since been resolved (converted to CommonJS per candidate [4])

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The signetai postinstall script uses ESM (ES Module) syntax","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0cff110f-2bce-474f-ae8d-a59b09632c18
memory_id: f3b2c44a-956e-4723-9783-e99e0120bc5a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:37:46.224Z
reason:
  This fact is already explicitly documented in candidate [2], which states 'the main issue was the postinstall script using ESM, which can be flaky in some npm environments.' No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"ESM-based postinstall scripts can be unreliable/flaky in some npm environments","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 91a0f15a-3389-42b3-9f9c-64ee859b43f6
memory_id: f3b2c44a-956e-4723-9783-e99e0120bc5a
event: updated
old_content: Signetai is installable as a global npm package via `npm install -g signetai`
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T03:37:46.224Z
actor_type: pipeline
new_content:
  A plan was initiated to fix signetai npm installation compatibility by converting the postinstall script and making additional changes

reason:
  New fact directly relates to candidate #5 (Signetai NPM Installation Compatibility issue). Candidate #5 is incomplete (text cuts off mid-sentence at '1.') and the new fact provides a clearer, more complete summary of the decision: converting postinstall script + making additional changes. Update #5 to consolidate and complete this information.


id: 42e3bda9-a60d-42ec-bb11-6e41fbac5288
memory_id: f3b2c44a-956e-4723-9783-e99e0120bc5a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:37:46.224Z
reason:
  New fact directly relates to candidate #5 (Signetai NPM Installation Compatibility issue). Candidate #5 is incomplete (text cuts off mid-sentence at '1.') and the new fact provides a clearer, more complete summary of the decision: converting postinstall script + making additional changes. Update #5 to consolidate and complete this information.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"f3b2c44a-956e-4723-9783-e99e0120bc5a","targetContent":"## Signetai NPM Installation Compatibility Started implementing a plan to enable npm installation of signetai via `npm install -g signetai` or `npx signetai`. The main issue was the postinstall script using ESM, which can be flaky in some npm environments. The plan involved three key changes: 1.","confidence":0.85,"fact":{"content":"A plan was initiated to fix signetai npm installation compatibility by converting the postinstall script and making additional changes","type":"decision","confidence":0.8},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"f3b2c44a-956e-4723-9783-e99e0120bc5a","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 030f6c23-99b0-4a35-a943-bbe1ace81c00
memory_id: f3b2c44a-956e-4723-9783-e99e0120bc5a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:37:46.224Z
reason:
  Candidate [2] already captures this fact — it specifically addresses 'Signetai NPM Installation Compatibility' and mentions 'three key changes' with incomplete details (cut off mid-sentence). The new fact adds no additional information beyond what's already recorded.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The npm installation compatibility fix plan involves three key changes, though details are incomplete in the source text","type":"procedural","confidence":0.65},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 45464591-8193-4a69-aa9c-e1a0f51b0e0a
memory_id: 63b2b703-5cdf-4586-a5bd-1c814e6aea03
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:39:09.980Z
reason:
  Candidate [4] already contains this exact technical requirement: 'Convert `packages/signetai/bin/postinstall.js` from ESM to CommonJS (rename to `.cjs`)'. The new fact is a subset of existing memory that already covers the postinstall script conversion task with additional context about package.json updates and messaging improvements.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The postinstall script at packages/signetai/bin/postinstall.js must be converted from ESM (ECMAScript modules) to CommonJS format","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9bd491e6-92c4-42e1-9a9b-1992eaa2479d
memory_id: 63b2b703-5cdf-4586-a5bd-1c814e6aea03
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:39:09.980Z
reason:
  Candidate 4 already explicitly captures this procedural fact: 'Convert `packages/signetai/bin/postinstall.js` from ESM to CommonJS (rename to `.cjs`)'. The new fact is redundant with existing memory coverage.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The postinstall script file should be renamed from postinstall.js to postinstall.cjs when converting to CommonJS","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c89c2f0a-0e2b-4bbb-8f95-39a672daaaa1
memory_id: 63b2b703-5cdf-4586-a5bd-1c814e6aea03
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:39:09.981Z
reason:
  Candidate [4] already comprehensively documents this requirement: 'Update the postinstall reference in package.json from `.js` to `.cjs`'. The new fact is a precise restatement of this item and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The postinstall entry in package.json must be updated to reference postinstall.cjs instead of postinstall.js","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3e701df4-3e3d-499e-81a7-5aa901d796da
memory_id: cf42d10a-e66d-4df8-b04b-759848c49b88
event: created
new_content: Signet CLI commands are compatible with just Node.js runtime and do not require Bun
changed_by: pipeline-v2
created_at: 2026-02-27T03:39:09.981Z
reason:
  New fact about Signet CLI runtime requirements. No existing memory covers Node.js/Bun compatibility for CLI commands. This is useful technical detail for the Signet agent system context.

metadata:
  {"proposedAction":"add","sourceMemoryId":"63b2b703-5cdf-4586-a5bd-1c814e6aea03","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"haiku"}


id: f9270941-e34d-4c33-8a2f-b62bde718dea
memory_id: 63b2b703-5cdf-4586-a5bd-1c814e6aea03
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:39:09.981Z
reason:
  New fact about Signet CLI runtime requirements. No existing memory covers Node.js/Bun compatibility for CLI commands. This is useful technical detail for the Signet agent system context.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Signet CLI commands are compatible with just Node.js runtime and do not require Bun","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":"cf42d10a-e66d-4df8-b04b-759848c49b88","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 782b5a08-df7f-4255-92cd-8bf5faf71b7f
memory_id: 63b2b703-5cdf-4586-a5bd-1c814e6aea03
event: updated
new_content: Signet daemon startup requires Bun runtime, not just Node.js
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T03:39:09.981Z
actor_type: pipeline
old_content:
  Convert `packages/signetai/bin/postinstall.js` from ESM to CommonJS (rename to `.cjs`) 2. Update the postinstall reference in package.json from `.js` to `.cjs` 3. Improve postinstall messaging to clarify that CLI commands work with just Node.js, but daemon startup requires Bun 4.

reason:
  New fact directly matches existing candidate #5 which already states 'daemon startup requires Bun'. Merge to create a cleaner fact-focused statement, stripping the task items (postinstall conversion, package.json update) which are implementation details, not foundational knowledge.


id: 12bd043c-14ea-4708-8149-445ab73e74db
memory_id: 63b2b703-5cdf-4586-a5bd-1c814e6aea03
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:39:09.982Z
reason:
  New fact directly matches existing candidate #5 which already states 'daemon startup requires Bun'. Merge to create a cleaner fact-focused statement, stripping the task items (postinstall conversion, package.json update) which are implementation details, not foundational knowledge.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"63b2b703-5cdf-4586-a5bd-1c814e6aea03","targetContent":"Convert `packages/signetai/bin/postinstall.js` from ESM to CommonJS (rename to `.cjs`) 2. Update the postinstall reference in package.json from `.js` to `.cjs` 3. Improve postinstall messaging to clarify that CLI commands work with just Node.js, but daemon startup requires Bun 4.","confidence":0.85,"fact":{"content":"Signet daemon startup requires Bun runtime, not just Node.js","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"63b2b703-5cdf-4586-a5bd-1c814e6aea03","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 639773d6-e077-4daa-9184-b445a8cf0cb9
memory_id: 63b2b703-5cdf-4586-a5bd-1c814e6aea03
event: updated
old_content: Signet daemon startup requires Bun runtime, not just Node.js
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T03:39:09.982Z
actor_type: pipeline
new_content:
  Postinstall script messaging should be improved to clarify that CLI commands work with Node.js alone, but daemon startup requires Bun

reason:
  New fact refines existing memory about postinstall improvements. Candidate [5] lists postinstall messaging as item 3; new fact clarifies the specific messaging goal (Node.js alone for CLI, Bun required for daemon). Merge by enhancing the messaging improvement item with this rationale.


id: a6c9f0c3-940b-4678-a8ab-17d6a81aee46
memory_id: 63b2b703-5cdf-4586-a5bd-1c814e6aea03
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:39:09.982Z
reason:
  New fact refines existing memory about postinstall improvements. Candidate [5] lists postinstall messaging as item 3; new fact clarifies the specific messaging goal (Node.js alone for CLI, Bun required for daemon). Merge by enhancing the messaging improvement item with this rationale.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"63b2b703-5cdf-4586-a5bd-1c814e6aea03","targetContent":"Convert `packages/signetai/bin/postinstall.js` from ESM to CommonJS (rename to `.cjs`) 2. Update the postinstall reference in package.json from `.js` to `.cjs` 3. Improve postinstall messaging to clarify that CLI commands work with just Node.js, but daemon startup requires Bun 4.","confidence":0.85,"fact":{"content":"Postinstall script messaging should be improved to clarify that CLI commands work with Node.js alone, but daemon startup requires Bun","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"63b2b703-5cdf-4586-a5bd-1c814e6aea03","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 96f392dd-899c-43b8-a253-e2753a616a04
memory_id: 53c454bc-bb14-445c-9fc0-f3fa5c774d27
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:40:16.091Z
reason:
  Candidate [1] already captures this fact: it documents that postinstall.js uses `import { execSync }` from Node's child_process module. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The postinstall.js file uses `import { execSync }` from Node's child_process module","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6c7700ac-51fe-4492-9548-6a87e2c2f896
memory_id: 53c454bc-bb14-445c-9fc0-f3fa5c774d27
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:40:16.091Z
reason:
  Candidate [3] already contains this fact: it explicitly mentions that postinstall.js 'includes terminal color codes' as part of its description. The new fact is already covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The postinstall.js file includes terminal color codes for console output formatting","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 868eb7eb-e1df-49d1-aa88-29a15f3ea0a9
memory_id: 53c454bc-bb14-445c-9fc0-f3fa5c774d27
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:40:16.092Z
reason:
  Candidate [5] already documents that postinstall.js checks for Bun availability. The new fact is already captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The postinstall.js script checks for Bun availability before proceeding with installation","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 36b4f860-eaac-4127-9ad5-9a4b92a24c76
memory_id: 53c454bc-bb14-445c-9fc0-f3fa5c774d27
event: updated
new_content: The postinstall.js script displays installation instructions to the user when checks complete
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T03:40:16.092Z
actor_type: pipeline
old_content:
  Update README requirements section for clarity Begun by reading the current postinstall.js file, which uses `import { execSync }` and includes terminal color codes. The script checks for Bun availability and displays installation instructions.

reason:
  New fact adds specificity about when postinstall displays instructions (after checks complete). Candidate [5] already covers that the script displays installation instructions; merging provides complete behavioral description.


id: bc2599df-4eff-4d70-a06c-cb977a947898
memory_id: 53c454bc-bb14-445c-9fc0-f3fa5c774d27
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:40:16.092Z
reason:
  New fact adds specificity about when postinstall displays instructions (after checks complete). Candidate [5] already covers that the script displays installation instructions; merging provides complete behavioral description.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"53c454bc-bb14-445c-9fc0-f3fa5c774d27","targetContent":"Update README requirements section for clarity Begun by reading the current postinstall.js file, which uses `import { execSync }` and includes terminal color codes. The script checks for Bun availability and displays installation instructions.","confidence":0.85,"fact":{"content":"The postinstall.js script displays installation instructions to the user when checks complete","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"53c454bc-bb14-445c-9fc0-f3fa5c774d27","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5e143668-4fe4-4add-9719-25469ea6602c
memory_id: 53c454bc-bb14-445c-9fc0-f3fa5c774d27
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:40:16.092Z
reason:
  Candidate [5] already captures this decision: 'Update README requirements section for clarity' with work begun on postinstall.js review. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The README requirements section needs updating for clarity","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 09051f19-6414-46a6-b30d-0bf5a2de52c8
memory_id: a757e955-9b1a-479d-ba48-26ded4a148ab
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:42:13.958Z
reason:
  Existing candidate [5] already documents this exact issue in detail: AGENTS.md instructs `signet secret get KEY`, but the command doesn't exist (only put/list/delete/has are available), and explains that the proper mechanism involves execWithSecrets or the exec endpoint. New fact adds no novel information beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"AGENTS.md instructs agents to use `signet secret get KEY` command, but this command does not exist in the Signet CLI","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d9144170-6021-4324-a3ae-c4351e47b698
memory_id: a757e955-9b1a-479d-ba48-26ded4a148ab
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T03:42:13.958Z
actor_type: pipeline
old_content:
  Bug: AGENTS.md tells agents to use `signet secret get KEY` but that command doesn't exist. CLI only has put/list/delete/has. There's no GET /api/secrets/:name endpoint by design (secrets shouldn't leak into agent context). The correct approach involves execWithSecrets or the exec endpoint, but Nicholai doesn't remember the exact mechanism. The agent instructions need updating once the proper method is confirmed.

new_content:
  The Signet CLI secret subcommand only supports: put, list, delete, has operations (no get operation)

reason:
  New fact directly confirms and refines the existing issue about Signet CLI secrets. The issue already identified that AGENTS.md incorrectly documents 'signet secret get KEY' when the CLI only supports put/list/delete/has. The new fact provides the exact confirmation of supported operations, making them worth merging into a single, consolidated memory.


id: 7ff1385e-c126-417e-8e12-113f5ccd254c
memory_id: a757e955-9b1a-479d-ba48-26ded4a148ab
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:42:13.959Z
reason:
  New fact directly confirms and refines the existing issue about Signet CLI secrets. The issue already identified that AGENTS.md incorrectly documents 'signet secret get KEY' when the CLI only supports put/list/delete/has. The new fact provides the exact confirmation of supported operations, making them worth merging into a single, consolidated memory.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"a757e955-9b1a-479d-ba48-26ded4a148ab","targetContent":"Bug: AGENTS.md tells agents to use `signet secret get KEY` but that command doesn't exist. CLI only has put/list/delete/has. There's no GET /api/secrets/:name endpoint by design (secrets shouldn't leak into agent context). The correct approach involves execWithSecrets or the exec endpoint, but Nicholai doesn't remember the exact mechanism. The agent instructions need updating once the proper method is confirmed.","confidence":0.9,"fact":{"content":"The Signet CLI secret subcommand only supports: put, list, delete, has operations (no get operation)","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"a757e955-9b1a-479d-ba48-26ded4a148ab","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 82d7636c-ed76-4da4-85f4-853842cf893f
memory_id: a757e955-9b1a-479d-ba48-26ded4a148ab
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:42:13.959Z
reason:
  Candidate [5] already explicitly documents this design decision: 'There's no GET /api/secrets/:name endpoint by design (secrets shouldn't leak into agent context).' The new fact restates the same architectural decision without adding new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet API intentionally does not expose a GET /api/secrets/:name endpoint","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0ded45a6-4d48-47a6-a6f7-2033a0c718a4
memory_id: 666e86f3-143f-4b87-928b-bcb5a0965f41
event: created
new_content: Secrets are intentionally prevented from leaking into agent context in Signet by design
changed_by: pipeline-v2
created_at: 2026-02-27T03:42:13.959Z
reason:
  Distinct architectural/security design principle about Signet's secret handling. Not covered by existing memories which focus on install flow, context overflow, and daemon architecture. This fact captures an important design intention.

metadata:
  {"proposedAction":"add","sourceMemoryId":"a757e955-9b1a-479d-ba48-26ded4a148ab","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: 3c6e8377-7cb1-4ba4-95c8-47b079da361b
memory_id: a757e955-9b1a-479d-ba48-26ded4a148ab
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:42:13.959Z
reason:
  Distinct architectural/security design principle about Signet's secret handling. Not covered by existing memories which focus on install flow, context overflow, and daemon architecture. This fact captures an important design intention.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Secrets are intentionally prevented from leaking into agent context in Signet by design","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":"666e86f3-143f-4b87-928b-bcb5a0965f41","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ef3a5985-443d-4d6d-a4a2-d7906a3bbcc7
memory_id: a757e955-9b1a-479d-ba48-26ded4a148ab
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T03:42:13.959Z
actor_type: pipeline
old_content:
  The Signet CLI secret subcommand only supports: put, list, delete, has operations (no get operation)

new_content:
  The correct mechanism for agents to access secrets in Signet involves either execWithSecrets or the exec endpoint, but the exact method is not currently documented or confirmed

reason:
  New fact provides the missing clarification to the existing issue. Merge them to consolidate: the bug exists (AGENTS.md tells agents to use non-existent `signet secret get`), the suspected fix involves execWithSecrets or exec endpoint, but the exact mechanism remains unconfirmed and undocumented.


id: 34303469-be06-4393-874f-69adc5cc9777
memory_id: a757e955-9b1a-479d-ba48-26ded4a148ab
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:42:13.960Z
reason:
  New fact provides the missing clarification to the existing issue. Merge them to consolidate: the bug exists (AGENTS.md tells agents to use non-existent `signet secret get`), the suspected fix involves execWithSecrets or exec endpoint, but the exact mechanism remains unconfirmed and undocumented.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"a757e955-9b1a-479d-ba48-26ded4a148ab","targetContent":"Bug: AGENTS.md tells agents to use `signet secret get KEY` but that command doesn't exist. CLI only has put/list/delete/has. There's no GET /api/secrets/:name endpoint by design (secrets shouldn't leak into agent context). The correct approach involves execWithSecrets or the exec endpoint, but Nicholai doesn't remember the exact mechanism. The agent instructions need updating once the proper method is confirmed.","confidence":0.75,"fact":{"content":"The correct mechanism for agents to access secrets in Signet involves either execWithSecrets or the exec endpoint, but the exact method is not currently documented or confirmed","type":"procedural","confidence":0.75},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"a757e955-9b1a-479d-ba48-26ded4a148ab","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5a79a32f-b5c9-4006-90fc-5a8bc57b6d85
memory_id: a757e955-9b1a-479d-ba48-26ded4a148ab
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T03:42:13.960Z
actor_type: pipeline
old_content:
  The correct mechanism for agents to access secrets in Signet involves either execWithSecrets or the exec endpoint, but the exact method is not currently documented or confirmed

new_content:
  Nicholai does not remember the exact mechanism for safely accessing secrets within the Signet agent system

reason:
  New fact directly confirms the blocker already documented in candidate [5]. The issue explicitly notes that Nicholai doesn't remember the exact mechanism for safely accessing secrets. Merging reinforces the priority of resolving this blocker.


id: bd223700-70be-4f13-9cff-c01386f58bf6
memory_id: a757e955-9b1a-479d-ba48-26ded4a148ab
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:42:13.960Z
reason:
  New fact directly confirms the blocker already documented in candidate [5]. The issue explicitly notes that Nicholai doesn't remember the exact mechanism for safely accessing secrets. Merging reinforces the priority of resolving this blocker.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"a757e955-9b1a-479d-ba48-26ded4a148ab","targetContent":"Bug: AGENTS.md tells agents to use `signet secret get KEY` but that command doesn't exist. CLI only has put/list/delete/has. There's no GET /api/secrets/:name endpoint by design (secrets shouldn't leak into agent context). The correct approach involves execWithSecrets or the exec endpoint, but Nicholai doesn't remember the exact mechanism. The agent instructions need updating once the proper method is confirmed.","confidence":0.9,"fact":{"content":"Nicholai does not remember the exact mechanism for safely accessing secrets within the Signet agent system","type":"preference","confidence":0.85},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"a757e955-9b1a-479d-ba48-26ded4a148ab","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6124e5f5-b3f3-4693-ae3f-f0f02ec24988
memory_id: a757e955-9b1a-479d-ba48-26ded4a148ab
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T03:42:13.960Z
reason:
  Candidate #5 already documents this exact issue and decision: it identifies the bug in AGENTS.md (incorrect `signet secret get` command) and explicitly states 'The agent instructions need updating once the proper method is confirmed.' The new fact is a restatement of the action item already captured in that issue.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"AGENTS.md instructions require updating to document the correct secret access method once it is confirmed","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 706e8204-d730-4a6d-bc40-c681e2d83cd2
memory_id: dae4311c-0185-4dac-9019-67ffe3a48fed
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:36:29.082Z
reason:
  New fact is already covered comprehensively by candidate [3] (ID: dae4311c-0185-4dac-9019-67ffe3a48fed), which contains the identical definition of OpenMarketUI as a trading strategy IDE with the same three key components (build heuristic algorithms, train custom models, manage strategy lifecycle). Candidate [4] also confirms this positioning. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"OpenMarketUI is a trading strategy IDE that provides an interface for users to build heuristic algorithms, train custom models for trading, and manage the full strategy lifecycle","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d008ea08-99c9-40f0-97f3-0d272840bb60
memory_id: dae4311c-0185-4dac-9019-67ffe3a48fed
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:36:29.083Z
reason:
  This fact is already comprehensively covered by existing memories, particularly candidates #4 and #5 which directly state that UI layers (web + watchtower) are the actual product surface, not backend-centric. The new fact adds no novel information or nuance beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"OpenMarketUI's UI layers (web and watchtower) are designed to be the primary product surface rather than the backend being the main product interface","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2df409af-901b-46d2-9640-cd901cbcb8c3
memory_id: dae4311c-0185-4dac-9019-67ffe3a48fed
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:36:29.083Z
reason:
  New fact is already well-covered by candidates [3] and [5]. Candidate [3] explicitly states 'Rust backend provides the heavy lifting (execution, backtesting, scoring pipeline)' which is nearly identical to the new fact. Candidate [5] also includes this detail within its comprehensive project overview. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Rust backend in OpenMarketUI handles execution, backtesting, and scoring pipeline operations","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f10d3119-2aff-436a-9fac-5de4f3608eba
memory_id: dae4311c-0185-4dac-9019-67ffe3a48fed
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:36:29.083Z
reason:
  Candidate [3] already comprehensively captures this concept: 'Users compose heuristics, plug in models, iterate — all through the interface.' The new fact restates this core idea without adding new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"OpenMarketUI users compose heuristics and plug in custom models through the web interface to iterate on trading strategies","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 07800f62-07db-4c09-b637-9e139aa8132f
memory_id: dae4311c-0185-4dac-9019-67ffe3a48fed
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:36:29.083Z
reason:
  The core concept—OpenMarketUI as a trading strategy IDE prioritizing user-friendly, performant UI for strategy management—is already comprehensively captured in existing memories [3] and [4]. This new fact is a restatement of established context without additional detail or nuance.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"OpenMarketUI prioritizes user-friendly and performant interface design for strategy iteration and management","type":"preference","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fb94cdc6-2b85-459c-ae8e-bed3acdc12c0
memory_id: dae4311c-0185-4dac-9019-67ffe3a48fed
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T05:36:29.083Z
actor_type: pipeline
old_content:
  ## Project Goal OpenMarketUI is a **trading strategy IDE** — an interface for users to build heuristic algorithms, train custom models for trading, and manage the full strategy lifecycle from a user-friendly, performant UI. - Not just a backend engine — the UI layers (web + watchtower) are the actual product surface - Rust backend handles heavy lifting: execution, backtesting, scoring pipeline - Users compose heuristics, plug in models, iterate — all through the interface

new_content:
  OpenMarketUI's architecture separates the UI product layer from the computational backend to enable users to focus on strategy composition rather than low-level implementation details

reason:
  New fact provides explicit rationale for architectural pattern already described in [5]. The separation of UI product layer from computational backend is already stated in [5] but the new fact clarifies the motivating principle (enabling users to focus on strategy composition). Merging strengthens the existing memory with clearer intent.


id: 1c50959c-bcc5-416a-8906-7e0a9213206c
memory_id: dae4311c-0185-4dac-9019-67ffe3a48fed
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:36:29.085Z
reason:
  New fact provides explicit rationale for architectural pattern already described in [5]. The separation of UI product layer from computational backend is already stated in [5] but the new fact clarifies the motivating principle (enabling users to focus on strategy composition). Merging strengthens the existing memory with clearer intent.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"dae4311c-0185-4dac-9019-67ffe3a48fed","targetContent":"## Project Goal OpenMarketUI is a **trading strategy IDE** — an interface for users to build heuristic algorithms, train custom models for trading, and manage the full strategy lifecycle from a user-friendly, performant UI. - Not just a backend engine — the UI layers (web + watchtower) are the actual product surface - Rust backend handles heavy lifting: execution, backtesting, scoring pipeline - Users compose heuristics, plug in models, iterate — all through the interface","confidence":0.85,"fact":{"content":"OpenMarketUI's architecture separates the UI product layer from the computational backend to enable users to focus on strategy composition rather than low-level implementation details","type":"rationale","confidence":0.8},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":"dae4311c-0185-4dac-9019-67ffe3a48fed","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5095ecdb-8065-4215-91d5-3f07ab64b7e7
memory_id: 0fbcf067-8e60-4c0f-b8d3-312cd917b9b6
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:37:28.103Z
reason:
  Exact match with candidate [5] (0fbcf067-8e60-4c0f-b8d3-312cd917b9b6), which already states: 'Navigation will need to be updated to link to the new About page.' The new fact is already captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Navigation component will need to be updated to link to the new About page","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f23a0d7a-53a1-4ec4-82e4-fffb5c7c3ace
memory_id: 0fbcf067-8e60-4c0f-b8d3-312cd917b9b6
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:37:28.104Z
reason:
  New fact is already well-covered by existing candidates. Candidate 5 ('Session was in initial exploration/orientation phase when captured. No implementation work had begun yet.') directly matches the core claim. Candidate 2 captures the 'cut short mid-exploration' aspect. The new fact is a summary of what's already documented across these candidates.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The work session was cut short during the initial exploration phase before any implementation began","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8a63dc86-d05a-4934-bf6a-64b7d5e5c6c3
memory_id: 0fbcf067-8e60-4c0f-b8d3-312cd917b9b6
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:37:28.104Z
reason:
  Candidate 4 (e78e88de-1aed-44c9-a78e-3ead68ab2c5e) already captures the core fact: 'No implementation changes were made during this session.' The new fact conveys the same information with slightly different framing ('yet' vs 'during this session'). Both express that implementation hasn't occurred. No new information requires storage.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"No implementation changes have been made to the codebase yet","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1b14717c-dea7-46b4-acfe-1d9db6713559
memory_id: b67493a7-9976-406f-bae7-6a17e063c7fa
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:39:13.221Z
reason:
  Existing candidate [1] already captures this information: it explicitly lists 'crates/pm-core' — foundational types and traits' as part of the portfolio management system architecture overview. The new fact adds no additional detail or context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `crates/pm-core` Rust crate defines foundational types and traits for the portfolio management system","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 057c3a1f-9366-4d54-afd3-9508b89d6ee6
memory_id: b67493a7-9976-406f-bae7-6a17e063c7fa
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:39:13.221Z
reason:
  New fact is already fully covered by existing candidate [1], which explicitly documents `crates/pm-store` as 'sqlite persistence ("root cellar")'

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The `crates/pm-store` Rust crate implements SQLite persistence with the metaphorical name 'root cellar'","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6abf84d0-a2e3-4b43-888d-21b9b49c0d1b
memory_id: b67493a7-9976-406f-bae7-6a17e063c7fa
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:39:13.221Z
reason:
  Candidate [2] already documents `crates/pm-garden` as containing 'scorers/filters in beds', which directly covers the new fact about scorer and filter implementations

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `crates/pm-garden` Rust crate contains scorer and filter implementations for the trading system","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 27da8c7c-e2b3-47db-ac72-59a519004e5e
memory_id: b67493a7-9976-406f-bae7-6a17e063c7fa
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:39:13.221Z
reason:
  Candidate 3 (ID: b67493a7-9976-406f-bae7-6a17e063c7fa) already documents the full architecture including '`crates/pm-engine` — risk management, execution, backtesting'. The new fact adds no additional information beyond what's already captured in the existing architecture memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `crates/pm-engine` Rust crate handles risk management, order execution, and backtesting functionality","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c1663248-dad2-4226-a559-f0d8004a3fe3
memory_id: b67493a7-9976-406f-bae7-6a17e063c7fa
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:39:13.221Z
reason:
  Candidate [2] already contains this exact information: '`crates/pm-server` — REST + WebSocket server ("greenhouse")'. The new fact adds no new details beyond what is already documented in the architecture memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The `crates/pm-server` Rust crate provides REST API and WebSocket server with the metaphorical name 'greenhouse'","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6a0897f8-e112-4a18-ab77-5251b4e0749f
memory_id: b67493a7-9976-406f-bae7-6a17e063c7fa
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:39:13.221Z
reason:
  Candidate [3] already explicitly lists `crates/pm-kalshi` — Kalshi trading engine in its architecture section. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The `crates/pm-kalshi` Rust crate implements a Kalshi trading engine","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c0950212-c573-48ce-b774-0acb3dac6a9e
memory_id: ebb980c0-4521-4282-ad50-463e31b384f9
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T05:39:13.221Z
actor_type: pipeline
old_content:
  Watchtower is currently a React application using opentui for terminal rendering, integrated with Zustand for state management and WebSocket connections to pm-server. Work began with architectural exploration to understand the current watchtower codebase before planning implementation.

new_content:
  The `watchtower/` directory contains a React terminal UI built with opentui and zustand, published as NPM package `openmarketui-watchtower`

reason:
  New fact adds the NPM package name and publication detail to existing knowledge about watchtower. Candidate [2] already covers the tech stack (React, opentui, zustand), so merging adds the missing `openmarketui-watchtower` package information for a more complete reference.


id: 29bda361-ddb6-4ef6-a494-3a221b4d4b80
memory_id: b67493a7-9976-406f-bae7-6a17e063c7fa
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:39:13.223Z
reason:
  New fact adds the NPM package name and publication detail to existing knowledge about watchtower. Candidate [2] already covers the tech stack (React, opentui, zustand), so merging adds the missing `openmarketui-watchtower` package information for a more complete reference.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"ebb980c0-4521-4282-ad50-463e31b384f9","targetContent":"Watchtower is currently a React application using opentui for terminal rendering, integrated with Zustand for state management and WebSocket connections to pm-server. Work began with architectural exploration to understand the current watchtower codebase before planning implementation.","confidence":0.88,"fact":{"content":"The `watchtower/` directory contains a React terminal UI built with opentui and zustand, published as NPM package `openmarketui-watchtower`","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":"ebb980c0-4521-4282-ad50-463e31b384f9","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 84a4ee9b-4749-4d96-8082-aff80d9c0baf
memory_id: 82cc5ae6-dafb-47e2-b92c-c6f29174959c
event: created
changed_by: pipeline-v2
created_at: 2026-02-27T05:39:13.223Z
new_content:
  The `web/` directory contains an Astro landing page deployed to Cloudflare Pages, published as NPM package `openmarketui-web`

reason:
  New fact describes the architectural nature of web/ directory (Astro landing page) and its publication status (NPM package openmarketui-web). Existing candidates cover deployment mechanics but not what the directory contains or how it's published. This is complementary structural information worth storing separately.

metadata:
  {"proposedAction":"add","sourceMemoryId":"b67493a7-9976-406f-bae7-6a17e063c7fa","decisionConfidence":0.9,"factConfidence":0.95,"extractionModel":"haiku"}


id: 7783a8fc-a52a-4946-a6d2-470ca7a06822
memory_id: b67493a7-9976-406f-bae7-6a17e063c7fa
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:39:13.223Z
reason:
  New fact describes the architectural nature of web/ directory (Astro landing page) and its publication status (NPM package openmarketui-web). Existing candidates cover deployment mechanics but not what the directory contains or how it's published. This is complementary structural information worth storing separately.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The `web/` directory contains an Astro landing page deployed to Cloudflare Pages, published as NPM package `openmarketui-web`","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":"82cc5ae6-dafb-47e2-b92c-c6f29174959c","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7bc5c213-b835-4627-8233-cea4e2fc539a
memory_id: 192e9d20-e4d0-4074-9660-6b872ab79ebd
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:40:31.884Z
reason:
  New fact matches existing candidate [4] which already documents the trading metaphor naming convention (specimens, beds, harvests, immune system). No update needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The OpenMarketUI/signetai trading system uses a metaphorical naming convention where strategies are called 'specimens', strategy families are called 'beds', trades are called 'harvests', and filters are called the 'immune system'","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0d38c188-50ca-4b46-8e69-3b6e6d6f0577
memory_id: 192e9d20-e4d0-4074-9660-6b872ab79ebd
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:40:31.884Z
reason:
  Candidate [2] already contains the identical fact: 'The OpenMarketUI trading pipeline follows a trait-based architecture: Source → Filter → Scorer → Selector → OrderExecutor'. New fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The trading pipeline in OpenMarketUI follows a trait-based architecture with five sequential stages: Source → Filter → Scorer → Selector → OrderExecutor","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 91778ca7-fae8-4772-9195-76a8022a692b
memory_id: 192e9d20-e4d0-4074-9660-6b872ab79ebd
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:40:31.884Z
reason:
  Existing candidate already captures this information by explicitly stating 'bun workspace monorepo' — the term 'bun workspace' inherently means bun is the primary package manager. New fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The signetai JavaScript workspace uses bun as the primary package manager","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 11029ab3-7c1c-47f3-988a-5681f7574369
memory_id: f9995490-a448-4f64-ae7e-f57a7abcc9c9
event: updated
new_content: The signetai project uses turbo for monorepo management across multiple packages
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T05:40:31.885Z
actor_type: pipeline
old_content:
  The primary Signet implementation (signetai/) is a bun workspace monorepo located at /home/nicholai/signet/signetai/

reason:
  New fact about turbo complements existing bun workspace info. Turbo (task orchestration) and bun (package manager/workspaces) commonly work together. Merged memory provides fuller monorepo setup picture.


id: 6c8391ef-72f6-4866-b36e-f060c787af22
memory_id: 192e9d20-e4d0-4074-9660-6b872ab79ebd
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:40:31.886Z
reason:
  New fact about turbo complements existing bun workspace info. Turbo (task orchestration) and bun (package manager/workspaces) commonly work together. Merged memory provides fuller monorepo setup picture.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"f9995490-a448-4f64-ae7e-f57a7abcc9c9","targetContent":"The primary Signet implementation (signetai/) is a bun workspace monorepo located at /home/nicholai/signet/signetai/","confidence":0.78,"fact":{"content":"The signetai project uses turbo for monorepo management across multiple packages","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":"f9995490-a448-4f64-ae7e-f57a7abcc9c9","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 52277955-f2e9-41db-9e84-e74c30abe641
memory_id: 192e9d20-e4d0-4074-9660-6b872ab79ebd
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:40:31.886Z
reason:
  New fact is fully covered by existing candidates 1 and 3, which state the same rule with identical meaning. No new information or refinement added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"TypeScript discipline in signetai prohibits the use of the `any` type; use `unknown` with explicit type narrowing instead","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 12c5140a-f04f-48d1-a2a9-6d3d96ab1f43
memory_id: 3d1d503c-7ddc-47af-bdca-edb0bf2fa23b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:42:15.021Z
reason:
  Candidate [5] already captures this exact clarification: it explicitly states OpenMarketUI is a 'trading strategy IDE' and contrasts it with the initial (incorrect) characterization as a prediction market trading platform/engine. The new fact is already covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"OpenMarketUI is a trading strategy IDE, not a prediction market trading platform/engine as initially characterized","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 92a25fd6-de4d-4366-ac47-e8121432b260
memory_id: cd9cd47d-8c6b-493c-a104-753d6812f0e1
event: created
new_content: OpenMarketUI uses interface-first design as its core positioning strategy
changed_by: pipeline-v2
created_at: 2026-02-27T05:42:15.022Z
reason:
  New fact about OpenMarketUI's core design positioning strategy. Not covered by existing candidates—candidate [5] discusses interface-design for watchtower, but this is specifically about OpenMarketUI's positioning. Worth capturing as a distinct decision.

metadata:
  {"proposedAction":"add","sourceMemoryId":"3d1d503c-7ddc-47af-bdca-edb0bf2fa23b","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"haiku"}


id: b00c53ca-df5b-4cab-b722-a584999f2c25
memory_id: 3d1d503c-7ddc-47af-bdca-edb0bf2fa23b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:42:15.022Z
reason:
  New fact about OpenMarketUI's core design positioning strategy. Not covered by existing candidates—candidate [5] discusses interface-design for watchtower, but this is specifically about OpenMarketUI's positioning. Worth capturing as a distinct decision.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"OpenMarketUI uses interface-first design as its core positioning strategy","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":"cd9cd47d-8c6b-493c-a104-753d6812f0e1","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c85e7e11-2628-4acf-9be8-a688f7a485e5
memory_id: 3d1d503c-7ddc-47af-bdca-edb0bf2fa23b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:42:15.022Z
reason:
  Candidate [4] already comprehensively covers this fact: it explicitly states OpenMarketUI is 'an interface-first product for users to build heuristic algorithms, train custom trading models, and manage the full strategy lifecycle from a user-friendly, performant UI.' The new fact is a restatement of existing knowledge with no additional detail or refinement.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"OpenMarketUI enables users to build heuristic trading algorithms through its interface","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: dcce9a6e-8b06-4764-952c-6fbca52cb8df
memory_id: 3d1d503c-7ddc-47af-bdca-edb0bf2fa23b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:42:15.022Z
reason:
  New fact is already well-covered by existing memories. Candidate [4] explicitly describes OpenMarketUI as enabling users to 'train custom trading models' as core functionality. Candidate [1] also directly addresses training custom trading models in OpenMarketUI. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"OpenMarketUI enables users to train custom trading models","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 887a2844-72df-4738-ba64-f5908c0949f2
memory_id: 3d1d503c-7ddc-47af-bdca-edb0bf2fa23b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:42:15.022Z
reason:
  Candidate [5] already comprehensively covers this: OpenMarketUI manages the full strategy lifecycle from development (build algorithms, train models) to execution. The new fact restates this lifecycle aspect without adding materially new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"OpenMarketUI provides strategy lifecycle management from development to execution","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 79069444-7a2b-41a1-ad10-cb6b718d28f5
memory_id: ce295487-0538-4a8f-ae34-43330d53cff4
event: created
new_content: OpenMarketUI prioritizes user-friendliness and performance in its UI design
changed_by: pipeline-v2
created_at: 2026-02-27T05:42:15.022Z
reason:
  New fact states a broader OpenMarketUI design philosophy (user-friendliness + performance priority) that differs from existing candidates. While [2] touches on user-friendliness in installation context, the new fact is a general design principle applicable across the entire UI. Worth storing separately for future UI/design decisions.

metadata:
  {"proposedAction":"add","sourceMemoryId":"3d1d503c-7ddc-47af-bdca-edb0bf2fa23b","decisionConfidence":0.95,"factConfidence":0.9,"extractionModel":"haiku"}


id: 57dc2494-a6d0-4fa0-9405-15423246bb7f
memory_id: 3d1d503c-7ddc-47af-bdca-edb0bf2fa23b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:42:15.022Z
reason:
  New fact states a broader OpenMarketUI design philosophy (user-friendliness + performance priority) that differs from existing candidates. While [2] touches on user-friendliness in installation context, the new fact is a general design principle applicable across the entire UI. Worth storing separately for future UI/design decisions.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"OpenMarketUI prioritizes user-friendliness and performance in its UI design","type":"preference","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":"ce295487-0538-4a8f-ae34-43330d53cff4","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c6d89c0c-7f97-4176-88ca-f48cd1396b73
memory_id: 3d1d503c-7ddc-47af-bdca-edb0bf2fa23b
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T05:42:15.023Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 359 characters]

new_content:
  The initial characterization of OpenMarketUI as a prediction market platform was corrected to reflect its actual positioning as a strategy development IDE because the product's core value is enabling algorithm building and model training, not just market participation

reason:
  New fact provides the rationale dimension for the OpenMarketUI positioning correction - explaining WHY it's a strategy IDE (core value = algorithm building & model training) rather than just stating THAT it is. Refines existing memory with reasoning that justifies the distinction.


id: b16cc363-d6c2-47d0-bcf4-88dbb694176a
memory_id: 3d1d503c-7ddc-47af-bdca-edb0bf2fa23b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:42:15.023Z
reason:
  New fact provides the rationale dimension for the OpenMarketUI positioning correction - explaining WHY it's a strategy IDE (core value = algorithm building & model training) rather than just stating THAT it is. Refines existing memory with reasoning that justifies the distinction.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"3d1d503c-7ddc-47af-bdca-edb0bf2fa23b","targetContent":"Initial description characterized it as a prediction market trading platform/engine, but user clarified the actual positioning: OpenMarketUI is fundamentally a **trading strategy IDE** — an interface-first product for users to build heuristic algorithms, train custom trading models, and manage the full strategy lifecycle from a user-friendly, performant UI.","confidence":0.92,"fact":{"content":"The initial characterization of OpenMarketUI as a prediction market platform was corrected to reflect its actual positioning as a strategy development IDE because the product's core value is enabling algorithm building and model training, not just market participation","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":"3d1d503c-7ddc-47af-bdca-edb0bf2fa23b","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5ce395a5-8f00-4700-9a0d-a86544309ce6
memory_id: 293e387e-74b8-451f-a275-9777c3d3ea26
event: created
changed_by: pipeline-v2
created_at: 2026-02-27T05:43:09.971Z
new_content:
  The web and watchtower UI layers are the actual product surface for Compass, not auxiliary dashboards

reason:
  New architectural insight specific to Compass project. Existing candidates 3-5 express similar UI-first principles but in context of OpenMarketUI/trading system, not Compass. Candidate 1 addresses Compass but only covers visual styling, not architectural role. This decision establishes that Compass is UI-first: web and watchtower are the product surface, not backend auxiliaries.

metadata:
  {"proposedAction":"add","sourceMemoryId":"44e53da7-c5f5-4073-815f-432e0c060d38","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: 437510b9-e053-491e-832a-62bbd395aea7
memory_id: 44e53da7-c5f5-4073-815f-432e0c060d38
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:43:09.971Z
reason:
  New architectural insight specific to Compass project. Existing candidates 3-5 express similar UI-first principles but in context of OpenMarketUI/trading system, not Compass. Candidate 1 addresses Compass but only covers visual styling, not architectural role. This decision establishes that Compass is UI-first: web and watchtower are the product surface, not backend auxiliaries.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The web and watchtower UI layers are the actual product surface for Compass, not auxiliary dashboards","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":"293e387e-74b8-451f-a275-9777c3d3ea26","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f5e01297-a147-4bc8-af80-f7f3f268a556
memory_id: 74a11936-e91b-4e0d-927c-e99ee25b39b4
event: updated
old_content: In OpenMarketUI, users train custom trading models through the web and watchtower UI interfaces
new_content: Users compose strategies through the web and watchtower UI interface
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T05:43:09.972Z
actor_type: pipeline
reason:
  New fact ('compose strategies') is closely related to existing procedural memory about users training models through the same UI interfaces. Both describe user workflows in OpenMarketUI via web and watchtower UI. Should merge to capture both strategy composition and model training as user-facing activities.


id: 1b38b5aa-c969-4718-b54e-fe7670d37b47
memory_id: 44e53da7-c5f5-4073-815f-432e0c060d38
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:43:09.972Z
reason:
  New fact ('compose strategies') is closely related to existing procedural memory about users training models through the same UI interfaces. Both describe user workflows in OpenMarketUI via web and watchtower UI. Should merge to capture both strategy composition and model training as user-facing activities.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"74a11936-e91b-4e0d-927c-e99ee25b39b4","targetContent":"In OpenMarketUI, users train custom trading models through the web and watchtower UI interfaces","confidence":0.85,"fact":{"content":"Users compose strategies through the web and watchtower UI interface","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"74a11936-e91b-4e0d-927c-e99ee25b39b4","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5f49991b-57d3-453c-9f6e-c59d9fd3a133
memory_id: 44e53da7-c5f5-4073-815f-432e0c060d38
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:43:09.972Z
reason:
  Candidate 2 (ID: 74a11936-e91b-4e0d-927c-e99ee25b39b4) already covers this exact procedural knowledge: 'users train custom trading models through the web and watchtower UI interfaces'. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Users train models through the web and watchtower UI interface","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2d673bf7-538b-4f90-86b6-245a270576fb
memory_id: 31141cb1-aac8-4ac5-8f2f-3ab0dead5264
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:44:08.847Z
reason:
  Candidate [4] already documents this exact fact: session management features (start/stop backtest/paper, configure, select presets) are currently in the Ctrl+P command menu modal. New fact is identical to existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Session management features (start/stop backtest/paper, configure, select presets) are currently located in a Ctrl+P command menu modal","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5aab95c1-7b4d-408a-9c40-ab9b63d47829
memory_id: 31141cb1-aac8-4ac5-8f2f-3ab0dead5264
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:44:08.847Z
reason:
  New fact is already well-covered by existing candidates [4] and [5], which describe the exact same SessionControlStrip left-panel design with keyboard-driven controls in a two-column layout. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A SessionControlStrip panel is planned to be added on the left side of a two-column layout to provide keyboard-driven access to session management","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0274e8d9-38a9-4cf6-ba47-3195df96cdd2
memory_id: 31141cb1-aac8-4ac5-8f2f-3ab0dead5264
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:44:08.847Z
reason:
  Candidate [4] already captures this exact decision: 'SessionControlStrip displays inline backtest progress during active backtest execution'. Candidate [5] also mentions this as part of the planned SessionControlStrip design. New fact is redundant with existing memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The planned SessionControlStrip panel will display inline backtest progress","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ff9a9b81-ba0b-4f3e-bfa0-da98827c49c4
memory_id: 31141cb1-aac8-4ac5-8f2f-3ab0dead5264
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:44:08.847Z
reason:
  New fact is already well-covered by candidates 4 and 5. Candidate 4 explicitly mentions 'keyboard-driven controls' as part of the SessionControlStrip plan. Candidate 5 provides detailed design specifications for those keyboard controls (b=backtest, p=paper, x=stop, space=pause, etc.). No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Keyboard-driven controls are a planned feature for the SessionControlStrip panel","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 51f3ea5a-d69f-4749-abf2-b32a5b93f8da
memory_id: 30cb9743-d213-466f-927b-6311916788ec
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:45:19.863Z
reason:
  Candidate [5] already comprehensively captures this layout decision as part of documented design patterns. Candidate [4] also explicitly states the identical two-column layout with session control strip (width: 38) and strategies table (flexGrow: 1). New fact is fully redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The dashboard uses a two-column layout with a session control strip (width: 38) positioned on the left and a strategies table (flexGrow: 1) positioned on the right","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e47e24f8-1038-4198-8316-40a3ecaa52ea
memory_id: 30cb9743-d213-466f-927b-6311916788ec
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:45:19.863Z
reason:
  Existing memory candidate [5] already documents this decision: 'The watchtower UI uses tab-gated keybindings where key bindings are scoped to the active tab context.' The new fact is semantically identical, just phrased more generically. Candidate [4] also provides supporting rationale for why this approach was chosen.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Keybindings are tab-gated (context-scoped) to avoid conflicts between different UI sections","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 427d0ada-0361-4b65-953f-f4a7c25f6b83
memory_id: 30cb9743-d213-466f-927b-6311916788ec
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:45:19.863Z
reason:
  Candidate ID 30cb9743 already covers this exact keybinding set with identical mappings (b=backtest, p=paper, x=stop, space=pause, comma/period=cycle presets, c=config, +/-=adjust speed) as part of broader design decision documentation

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The following keybindings are configured: b=backtest, p=paper trading mode, x=stop execution, space=pause, comma/period=cycle presets, c=configuration, +/-=adjust speed","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 75967274-6d38-4b7a-af79-076fdfae3a9b
memory_id: e5775cba-dead-4436-9661-2de52c6a90d4
event: created
new_content: The dashboard displays an inline progress bar and result information
changed_by: pipeline-v2
created_at: 2026-02-27T05:45:19.863Z
reason:
  New fact describes specific UI elements (inline progress bar, result information) not covered by existing memories. Candidates cover dashboard styling, Signet tab structure, and skills dashboard layout—none address this particular feature.

metadata:
  {"proposedAction":"add","sourceMemoryId":"30cb9743-d213-466f-927b-6311916788ec","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: 34506b64-4863-4dcd-aeb2-8dab21068e54
memory_id: 30cb9743-d213-466f-927b-6311916788ec
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:45:19.863Z
reason:
  New fact describes specific UI elements (inline progress bar, result information) not covered by existing memories. Candidates cover dashboard styling, Signet tab structure, and skills dashboard layout—none address this particular feature.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The dashboard displays an inline progress bar and result information","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":"e5775cba-dead-4436-9661-2de52c6a90d4","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6248904e-d3bc-4f4a-ae81-8dd5d8d310c7
memory_id: cb55147c-cb72-4617-adde-a606e4f3e42f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:46:56.087Z
reason:
  New fact cleanly restates the core decision already captured in candidate [5], which has truncated/malformed opening text. Merge for clarity while preserving implementation details.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"cb55147c-cb72-4617-adde-a606e4f3e42f","targetContent":"s display replaces full-screen overlay on overview tab - No backend changes required Implementation scope: 7 files across watchtower, including new SessionControlStrip component, modified GardenOverview layout, store actions (cyclePreset, adjustBacktestSpeed), keyboard nav bindings, and utility ext","confidence":0.85,"fact":{"content":"A display element replaces a full-screen overlay on the overview tab without requiring backend changes","type":"decision","confidence":0.65},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":"low_fact_confidence"}


id: 0363936d-e7af-47c5-bc5d-a5932d87a5dc
memory_id: cb55147c-cb72-4617-adde-a606e4f3e42f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:46:56.087Z
reason:
  Candidate [5] already captures this fact: explicitly mentions 'Implementation scope: 7 files across watchtower' for the overview tab UI work. New fact confirms existing memory without adding new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The overview tab UI implementation spans 7 files across the watchtower module","type":"procedural","confidence":0.75},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3a4b8e26-84fd-41d0-a90c-4ae1d7047a83
memory_id: cb55147c-cb72-4617-adde-a606e4f3e42f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:46:56.087Z
reason:
  Candidate [5] already documents the SessionControlStrip component creation for the overview tab, including its role in replacing the full-screen display overlay, layout modifications, and implementation scope. New fact is fully covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A new SessionControlStrip component is being created for the overview tab implementation","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 68df5fad-19b1-48e0-8f46-3c64647f2144
memory_id: 8b4aaa3f-4cbd-4a37-bf12-466efca17dad
event: created
new_content: The GardenOverview layout component is being modified as part of this implementation
changed_by: pipeline-v2
created_at: 2026-02-27T05:46:56.088Z
reason:
  New fact about GardenOverview layout component modification is specific and concrete. No existing memory covers this component or its current modifications. Should be stored to track component changes.

metadata:
  {"proposedAction":"add","sourceMemoryId":"cb55147c-cb72-4617-adde-a606e4f3e42f","decisionConfidence":0.8,"factConfidence":0.8,"extractionModel":"haiku"}


id: e29250b6-0cc0-4d26-8376-d8abb9b0ff82
memory_id: cb55147c-cb72-4617-adde-a606e4f3e42f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:46:56.088Z
reason:
  New fact about GardenOverview layout component modification is specific and concrete. No existing memory covers this component or its current modifications. Should be stored to track component changes.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.8,"fact":{"content":"The GardenOverview layout component is being modified as part of this implementation","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":"8b4aaa3f-4cbd-4a37-bf12-466efca17dad","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3da9ee51-d29d-41cd-b1e2-bb4a8f758ca0
memory_id: 5b0cfae1-4d1d-4e82-bcbc-502585ce2708
event: deleted
old_content: No code changes, architectural decisions, or progress on existing tasks during this session.
changed_by: pipeline-v2
metadata: {"force":false,"ifVersion":null}
created_at: 2026-02-27T05:46:56.088Z
actor_type: pipeline
reason:
  New fact describes concrete code changes (store actions being added), which directly invalidates the memory claiming 'no code changes' were made during this session


id: 065a2299-d469-4076-90e3-7c66ae2c5b56
memory_id: cb55147c-cb72-4617-adde-a606e4f3e42f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:46:56.089Z
reason:
  New fact describes concrete code changes (store actions being added), which directly invalidates the memory claiming 'no code changes' were made during this session

metadata:
  {"shadow":false,"proposedAction":"delete","targetMemoryId":"5b0cfae1-4d1d-4e82-bcbc-502585ce2708","targetContent":"No code changes, architectural decisions, or progress on existing tasks during this session.","confidence":0.95,"fact":{"content":"Two store actions are being added: cyclePreset and adjustBacktestSpeed for session control","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":"5b0cfae1-4d1d-4e82-bcbc-502585ce2708","dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 44ddacca-db7e-4304-b879-cce57cd13cc2
memory_id: cb55147c-cb72-4617-adde-a606e4f3e42f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:46:56.089Z
reason:
  Candidate [5] already documents keyboard nav bindings as part of the overview tab implementation scope. New fact is redundant—same topic, less specific details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Keyboard navigation bindings are being implemented for the new overview tab UI","type":"fact","confidence":0.75},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7e7049d8-65ab-48d8-90ff-79e5ec70090a
memory_id: eaf2967b-12f3-4f3c-864d-ab8cba3f0a8d
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:47:49.943Z
reason:
  Candidate [5] already captures this exact fact in detail, including the additional context about cross-attention.md and microgpt references. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai requested the ability to integrate an ML model alongside OpenMarketUI's existing heuristic trading pipeline","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: daab774f-f8f8-40ad-8969-8ebe409735e1
memory_id: eaf2967b-12f3-4f3c-864d-ab8cba3f0a8d
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:47:49.943Z
reason:
  New fact is already captured by candidate [5] (ID: eaf2967b-12f3-4f3c-864d-ab8cba3f0a8d), which contains identical core information: ML model integration for OpenMarketUI with cross-attention.md and microgpt as inspiration. Candidate [5] provides additional context about the heuristic trading pipeline context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The proposed ML model integration for OpenMarketUI draws inspiration from two references: cross-attention.md and the microgpt implementation","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: df480b74-8c45-4430-a6b1-d14f9ed53c68
memory_id: eaf2967b-12f3-4f3c-864d-ab8cba3f0a8d
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:47:49.943Z
reason:
  Candidate [4] already captures this exact fact: 'OpenMarketUI currently operates with a heuristic-based trading pipeline that the proposed ML model would integrate alongside'. Candidate [5] provides even richer context about the integration exploration. New fact is already well-covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"OpenMarketUI currently has an existing heuristic trading pipeline that new ML model integration would work alongside","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c0f071a8-f270-4335-9862-dbc63894645b
memory_id: 0d8842fe-24d9-4c01-9a63-55b69a578457
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:48:32.521Z
reason:
  Existing memory [5] already captures this fact: 'Claude began orientation work by reading the microgpt reference to understand the architecture.' The new fact is semantically identical and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Claude began orientation work by reading the microgpt reference documentation","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7ac0c209-4a42-4f63-b5f7-96d9121e1bfb
memory_id: 0d8842fe-24d9-4c01-9a63-55b69a578457
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:48:32.521Z
reason:
  Candidate [4] already covers this fact: 'Claude began orientation work by reading the microgpt reference to understand the architecture.' The new fact restates the same purpose (understanding system architecture) that is already explicitly documented in the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.8,"fact":{"content":"The purpose of reading the microgpt reference was to understand the system architecture","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 58cbd78c-e10b-4fc6-b306-961bea528a34
memory_id: e95e7bec-3558-4506-a161-4bec82a87715
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:49:48.366Z
reason:
  Candidate [5] already contains this exact fact with greater detail: 'MicroGPT is a faithful Rust implementation of Karpathy's microgpt.py' plus additional technical context about operation-level autograd optimization and Vec<f64> tensor operations. No update needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"MicroGPT is a faithful Rust implementation of Karpathy's microgpt.py","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 412d556d-06d7-4d24-8325-81d63edb341f
memory_id: e95e7bec-3558-4506-a161-4bec82a87715
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:49:48.366Z
reason:
  New fact is already comprehensively covered by candidate [5] (e95e7bec-3558-4506-a161-4bec82a87715), which states MicroGPT uses operation-level autograd optimization with detailed implementation context (Vec<f64> tensors, single tape entries per operation). The new fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"MicroGPT implements operation-level autograd optimization","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e303c18e-ea9d-49fc-989f-0cef25b261ed
memory_id: e95e7bec-3558-4506-a161-4bec82a87715
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:49:48.366Z
reason:
  Candidate [5] already contains this exact fact: 'instead of building thousands of scalar Value nodes per operation, it uses Vec<f64> tensor operations where each matmul, softmax, and rmsnorm is a single tape entry.' The new fact is a subset of existing memory and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"MicroGPT uses Vec<f64> tensor operations instead of building thousands of scalar Value nodes per operation","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bb4dc6f2-e422-457b-8f0d-8e6b744dc368
memory_id: e95e7bec-3558-4506-a161-4bec82a87715
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:49:48.366Z
reason:
  Candidate [5] already covers this fact verbatim: 'each matmul, softmax, and rmsnorm is a single tape entry' is explicitly stated as part of the MicroGPT architecture description. No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"In MicroGPT, each matmul, softmax, and rmsnorm operation is represented as a single tape entry","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5e8628f8-af0f-4d8b-85d0-785ca5cbf6ba
memory_id: e95e7bec-3558-4506-a161-4bec82a87715
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:49:48.366Z
reason:
  Candidate [5] already captures this fact with greater specificity: it names the data structure (Vec<f64>), the operations affected (matmul, softmax, rmsnorm), and the mechanism (single tape entry per operation vs thousands of scalar Value nodes). The new fact restates the same principle at a higher level of abstraction without adding new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Vec<f64> tensor operations were chosen for MicroGPT to reduce autograd tape complexity from thousands of nodes per operation to a single tape entry per operation","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e52272a2-fd8b-4f6c-9569-41907f7ed921
memory_id: f9c02338-98df-4ce0-8fac-041517545141
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T05:51:23.755Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 296 characters]

new_content:
  Signetai is being set up for npm installation via both `npm install -g signetai` (global) and `npx signetai` (direct execution)

reason:
  New fact is a high-confidence decision that directly extends the NPM installation setup work tracked in candidate [2]. The decision confirms both global (`npm install -g`) and direct execution (`npx signetai`) methods are the target, superseding the incomplete issue description.


id: 92ce5f0c-7619-4a31-99ee-79e56aa068c1
memory_id: f9c02338-98df-4ce0-8fac-041517545141
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:51:23.756Z
reason:
  New fact is a high-confidence decision that directly extends the NPM installation setup work tracked in candidate [2]. The decision confirms both global (`npm install -g`) and direct execution (`npx signetai`) methods are the target, superseding the incomplete issue description.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"f9c02338-98df-4ce0-8fac-041517545141","targetContent":"## Signetai NPM Installation Compatibility Started implementing a plan to enable npm installation of signetai via `npm install -g signetai` or `npx signetai`. The main issue was the postinstall script using ESM, which can be flaky in some npm environments. The plan involved three key changes: 1.","confidence":0.95,"fact":{"content":"Signetai is being set up for npm installation via both `npm install -g signetai` (global) and `npx signetai` (direct execution)","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"f9c02338-98df-4ce0-8fac-041517545141","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 264a0206-7a16-40cf-a65f-66c5b18e9d51
memory_id: f9c02338-98df-4ce0-8fac-041517545141
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:51:23.756Z
reason:
  Existing memories already document this: candidate [4] states 'the postinstall script using ESM, which can be flaky' and candidate [5] records the solution 'Convert postinstall.js from ESM to CommonJS'. New fact is fully covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The postinstall script in signetai was using ESM (ECMAScript modules)","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cd0ab0b7-7b7a-423f-874c-20d865bad747
memory_id: f9c02338-98df-4ce0-8fac-041517545141
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:51:23.756Z
reason:
  This fact is already captured in candidate [3], which explicitly states 'The main issue was the postinstall script using ESM, which can be flaky in some npm environments.' The technical reasoning behind the ESM-to-CommonJS conversion is already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"ESM-based postinstall scripts are flaky and unreliable in some npm environments","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 96373313-2bbd-4ef8-9beb-ead2f3ab55a3
memory_id: f9c02338-98df-4ce0-8fac-041517545141
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:51:23.756Z
reason:
  Candidate 4 already explicitly identifies the postinstall script's ESM reliance as 'the main issue' causing npm installation compatibility problems. The new fact is a concise restatement of what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The primary blocker preventing signetai from being installable via npm was the postinstall script's reliance on ESM","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f45302e9-e97b-4134-b46f-63a42f3bb5c0
memory_id: f9c02338-98df-4ce0-8fac-041517545141
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:51:23.756Z
reason:
  New fact is already captured by candidates 4 and 5. Candidate 4 provides a concise summary of the same decision (plan to fix npm compatibility by converting postinstall script and making additional changes). The new fact adds no new information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A plan was initiated to fix signetai npm installation compatibility that involves three key changes (specific changes not detailed in provided text)","type":"decision","confidence":0.8},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 16e7106e-3f69-4cf7-904f-6cfe0444c866
memory_id: 7972e3a1-99c7-4453-8529-bf5b8accd92f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:53:23.327Z
reason:
  Candidate #4 already comprehensively covers this decision with greater detail: it specifies the ESM→CommonJS conversion, the .js→.cjs rename, package.json updates, and messaging improvements. The new fact adds no new information beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The postinstall script at `packages/signetai/bin/postinstall.js` must be converted from ESM to CommonJS format","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b9c82b9f-ef48-4ede-8648-8c1904cbff82
memory_id: 7972e3a1-99c7-4453-8529-bf5b8accd92f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:53:23.327Z
reason:
  Candidate [4] already comprehensively covers this fact - it explicitly states to rename postinstall.js to .cjs and includes related tasks (package.json update, messaging improvements). The new fact is fully contained within that existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The signetai postinstall script file must be renamed from `.js` to `.cjs` extension to indicate CommonJS format","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: df558cbb-fcdc-492c-830f-cc6c6e4d1ba4
memory_id: 7972e3a1-99c7-4453-8529-bf5b8accd92f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:53:23.327Z
reason:
  Candidate [4] already covers this exact procedural step: 'Update the postinstall reference in package.json from `.js` to `.cjs`'. The new fact is a subset of that existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The postinstall reference in signetai's package.json must be updated from `.js` to `.cjs`","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b0769402-44f2-4c81-b1be-f79884808f5d
memory_id: 7972e3a1-99c7-4453-8529-bf5b8accd92f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:53:23.327Z
reason:
  Candidate [1] already captures this exact procedural decision about improving postinstall messaging to clarify Node.js vs Bun requirements. No update or new memory needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The postinstall script messaging must be improved to clarify that CLI commands work with Node.js only while daemon startup requires Bun","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c1187fc1-3ca8-4fde-9744-2eb01f5f229c
memory_id: 7972e3a1-99c7-4453-8529-bf5b8accd92f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:53:23.327Z
reason:
  Candidate 5 (cf42d10a-e66d-4df8-b04b-759848c49b88) already captures this identical fact: 'Signet CLI commands are compatible with just Node.js runtime and do not require Bun'. New fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signetai CLI commands are functional with Node.js runtime alone, without requiring Bun","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 421c8a3e-5c48-4974-a964-a7e153a5620f
memory_id: 96fd116d-c0b6-4315-87b8-95e77ac5ef99
event: created
new_content: Signetai daemon startup specifically requires Bun runtime, not Node.js alone
changed_by: pipeline-v2
created_at: 2026-02-27T05:53:23.327Z
reason:
  New technical fact about daemon runtime requirements. While decision [4] references this requirement, no existing fact memory captures it explicitly. This complements fact [5] (CLI works with Node.js alone) by clarifying the daemon-specific Bun requirement.

metadata:
  {"proposedAction":"add","sourceMemoryId":"7972e3a1-99c7-4453-8529-bf5b8accd92f","decisionConfidence":0.85,"factConfidence":0.85,"extractionModel":"haiku"}


id: a712762e-931e-4131-b520-572fac7175da
memory_id: 7972e3a1-99c7-4453-8529-bf5b8accd92f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:53:23.327Z
reason:
  New technical fact about daemon runtime requirements. While decision [4] references this requirement, no existing fact memory captures it explicitly. This complements fact [5] (CLI works with Node.js alone) by clarifying the daemon-specific Bun requirement.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Signetai daemon startup specifically requires Bun runtime, not Node.js alone","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":"96fd116d-c0b6-4315-87b8-95e77ac5ef99","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f3ff2ba3-b1dc-49bc-b89c-4b235e17fd99
memory_id: fb48083a-4f6c-4240-9f66-183d02e084ca
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:54:35.990Z
reason:
  Candidate [4] already covers this technical detail: it explicitly mentions the postinstall.js file uses `import { execSync }` and includes terminal color codes. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The postinstall.js file uses ES6 import syntax with execSync for executing system commands","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 895697c5-a48d-4849-82e2-1071b760bf67
memory_id: fb48083a-4f6c-4240-9f66-183d02e084ca
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:54:35.990Z
reason:
  Candidate [5] already explicitly documents that postinstall.js 'includes terminal color codes'. The new fact is already captured in existing memory with good fidelity.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The postinstall.js file includes terminal color codes in its output messages","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0aa2c816-b756-47f6-9950-6702dfce70fe
memory_id: fb48083a-4f6c-4240-9f66-183d02e084ca
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:54:35.990Z
reason:
  Candidate [5] already explicitly states 'The script checks for Bun availability and displays installation instructions.' The new fact is fully covered by this existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The postinstall.js script checks for Bun availability during its execution","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 44f67c5e-f504-4d11-8711-4f049dcd19d7
memory_id: 53c454bc-bb14-445c-9fc0-f3fa5c774d27
event: updated
old_content: The postinstall.js script displays installation instructions to the user when checks complete
new_content: The postinstall.js script displays installation instructions when Bun is not available
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T05:54:35.990Z
actor_type: pipeline
reason:
  New fact adds specificity to existing candidate [3] by clarifying the condition under which installation instructions are displayed (when Bun is not available). Merge to make the memory more precise.


id: 61c930f8-1cfb-4d5b-8a1b-fc73e2ee3730
memory_id: fb48083a-4f6c-4240-9f66-183d02e084ca
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:54:35.991Z
reason:
  New fact adds specificity to existing candidate [3] by clarifying the condition under which installation instructions are displayed (when Bun is not available). Merge to make the memory more precise.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"53c454bc-bb14-445c-9fc0-f3fa5c774d27","targetContent":"The postinstall.js script displays installation instructions to the user when checks complete","confidence":0.85,"fact":{"content":"The postinstall.js script displays installation instructions when Bun is not available","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"53c454bc-bb14-445c-9fc0-f3fa5c774d27","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 878b8373-ce99-495e-8ed1-f01f454f807e
memory_id: fb48083a-4f6c-4240-9f66-183d02e084ca
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:54:35.991Z
reason:
  Candidate [5] already captures this exact task with implementation details. The new fact is a high-level restatement of work already documented: 'Update README requirements section for clarity' with status and technical context included.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The task is to update the README requirements section to improve clarity","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9e062022-4c28-4161-ade7-8a5b5b8816d2
memory_id: 4de9210c-c4a1-476d-bb6a-b57c79507f22
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:55:28.855Z
reason:
  Candidate [1] already captures the exact same information: the `/openmarketui-design` skill exists and accepts design annotations for refinement. The new fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `/openmarketui-design` skill exists and can be invoked to refine OpenMarketUI website design based on design annotations","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 61db3b44-363b-411b-802e-8c7418be707e
memory_id: 4de9210c-c4a1-476d-bb6a-b57c79507f22
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:55:28.855Z
reason:
  Candidate [1] already captures this exact procedural knowledge - the `/openmarketui-design` skill accepting design annotations from screenshots for refinement. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `/openmarketui-design` skill accepts design annotations from screenshots as input for refinement","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cec41e9a-3024-4ebd-b36d-2257223340e8
memory_id: 4de9210c-c4a1-476d-bb6a-b57c79507f22
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:55:28.855Z
reason:
  Candidate 5 (4de9210c-c4a1-476d-bb6a-b57c79507f22) already documents the same event: OpenMarketUI design refinement session using the `/openmarketui-design` skill. New fact is a duplicate of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"A design refinement session for OpenMarketUI was conducted using the `/openmarketui-design` skill","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f2c59907-a2c0-4aa8-a8ad-6ad4219803b5
memory_id: c33362fc-a1e5-4165-bbee-c1498ba3c666
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T05:55:57.449Z
reason:
  Candidates 4 and 5 already document an Explore agent investigation with identical scope: file structure, package.json configuration and entry points, bootstrapping logic, opentui integration patterns, React component structure, state management implementation, data fetching mechanisms, and TypeScript/build configuration. New fact is a duplicate or rephrasing of the same investigation.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An Explore agent was tasked with investigating a codebase across multiple technical dimensions: file structure, package.json configuration and entry points, main bootstrapping logic, opentui integration patterns, React component structure, state management implementation, data fetching mechanisms, and TypeScript/build configuration","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":1,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


