# memory_history

id: bd51d1ae-3e8a-45d3-8616-e92bfcb4b925
memory_id: 4788cc98-3e8d-4bd5-8400-8dfb81e10f65
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T14:38:06.813Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 212 characters]

new_content:
  Nicholai wants to integrate Steam data including version numbers, release dates, update status, and player counts into his website

reason:
  New fact is a stated preference that directly matches existing candidate 5, which already documents the exact same data requirements (version numbers, release dates, update status, player counts). Update elevates this from exploration interest to active preference, strengthening the memory.


id: 2d2ea356-9d31-4b1e-970a-9fe74e5df280
memory_id: 4788cc98-3e8d-4bd5-8400-8dfb81e10f65
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:38:06.814Z
reason:
  New fact is a stated preference that directly matches existing candidate 5, which already documents the exact same data requirements (version numbers, release dates, update status, player counts). Update elevates this from exploration interest to active preference, strengthening the memory.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"4788cc98-3e8d-4bd5-8400-8dfb81e10f65","targetContent":"Nicholai was interested in discovering what Steam endpoints are available beyond simple store pages that could feed live data into the website (version numbers, release dates, update status, player counts, etc.).","confidence":0.95,"fact":{"content":"Nicholai wants to integrate Steam data including version numbers, release dates, update status, and player counts into his website","type":"preference","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"4788cc98-3e8d-4bd5-8400-8dfb81e10f65","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2850e5db-1797-4cd5-8125-e7d7ee7d3ea5
memory_id: 4788cc98-3e8d-4bd5-8400-8dfb81e10f65
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:38:06.814Z
reason:
  Candidate 5 (ID: 4788cc98-3e8d-4bd5-8400-8dfb81e10f65) already captures this exact concept: discovering Steam endpoints beyond simple store pages for live data. The new fact restates the same goal without adding material detail or changing the core understanding.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The goal is to move beyond basic Steam store page scraping to access more detailed live data endpoints","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6221d8c5-8333-45dd-8778-651cad4bf47d
memory_id: 56c2e08f-73bf-4959-bb55-ac571aed8662
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:39:17.842Z
reason:
  Candidate #1 already documents the migrateFromLegacy() method addition in detail, including its purpose of cleaning up old memory.mjs references. The new fact is a restatement of existing memory content and would create duplication.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A migrateFromLegacy() method is being added to clean up old memory.mjs references from config files","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: a2d03ebf-698d-42d6-a483-8d23c771e1c9
memory_id: 56c2e08f-73bf-4959-bb55-ac571aed8662
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:39:17.842Z
reason:
  Candidate [4] already captures this exact fact: 'uninstall() function is being updated to remove the bundled plugin and invoke migrateFromLegacy() to clean up legacy references'. New fact is redundant with existing procedural memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The uninstall() method is being updated to remove the bundled plugin and call migration cleanup","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: 833ef149-ecb7-46cc-9486-128bbc573161
memory_id: 56c2e08f-73bf-4959-bb55-ac571aed8662
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:39:17.842Z
reason:
  Candidate 4 (56c2e08f...) already documents this exact change: 'Simplifying `isInstalled()` to just check for `plugins/signet.mjs` existence'. The new fact is already captured in the existing memory record.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The isInstalled() method is being simplified to check only for plugins/signet.mjs file existence","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: 513f01c8-8031-4363-ae66-15ef24746d48
memory_id: 56c2e08f-73bf-4959-bb55-ac571aed8662
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:39:17.842Z
reason:
  New fact is already comprehensively covered by existing candidate [3] (ID: 2a6bca5f-81d1-48b7-a94f-d88778f70c4b), which explicitly states the connector writes bundled plugin to ~/.config/opencode/plugins/signet.mjs and handles install/uninstall. Candidates [4] and [5] provide additional procedural detail. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The OpenCode connector plugin uses a bundled file at plugins/signet.mjs that can be installed and uninstalled","type":"fact","confidence":0.75},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5f269de4-4de9-4736-9983-3673c8ce74ac
memory_id: 56c2e08f-73bf-4959-bb55-ac571aed8662
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:39:17.842Z
reason:
  Candidate #5 (ID: 56c2e08f-73bf-4959-bb55-ac571aed8662) already captures this fact: 'Adding migrateFromLegacy() method to clean up old memory.mjs references from config files'. The new fact restates existing coverage without adding substantive new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Legacy OpenCode plugin configuration stored old memory.mjs references in config files that need migration cleanup","type":"fact","confidence":0.75},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 75961ca6-e340-4afd-8b00-58435266e66d
memory_id: 5bacab7a-918b-4108-aa11-273128d92c55
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:40:19.256Z
reason:
  Candidate 5 already captures this fact with full context: session initialization in oddcore-website directory plus the /mobile-design skill invocation. The new fact is redundant and fully covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The session was initialized in the oddcore-website project directory","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: 344b0fbe-5ee4-4800-a1b3-7eaa44f960b2
memory_id: 5bacab7a-918b-4108-aa11-273128d92c55
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:40:19.256Z
reason:
  Candidate [4] already captures this fact with additional context: same /mobile-design skill invocation in oddcore-website project to evaluate mobile performance and design, plus the request for improvement suggestions. New fact is subsumed by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The user invoked the /mobile-design skill to evaluate the site's mobile performance and design","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: 7c793980-4872-47a8-90c6-2085d245c7b6
memory_id: 5bacab7a-918b-4108-aa11-273128d92c55
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:40:19.256Z
reason:
  Candidate [5] already captures this memory: user invoked /mobile-design skill requesting suggestions for visual and interactive improvements for mobile. New fact is redundant coverage of the same user request.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.88,"fact":{"content":"The user requested suggestions for visual improvements to the oddcore-website for mobile","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: c69f2f5b-bd98-45e2-8ed7-a57714b04021
memory_id: 5bacab7a-918b-4108-aa11-273128d92c55
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:40:19.256Z
reason:
  Candidate 5 already documents the exact session where the user invoked `/mobile-design` skill and requested suggestions for visual and interactive improvements to oddcore-website mobile design. The new fact is describing the same request and is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The user requested suggestions for interactive improvements to the oddcore-website for mobile","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: 397b5a2d-f3ef-463c-9087-e225833b40c4
memory_id: 305d14b9-1cd9-40c1-8e64-6514b32464f2
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:41:11.113Z
reason:
  Candidate [305d14b9-1cd9-40c1-8e64-6514b32464f2] already captures this fact with greater detail: it explicitly records Nicholai's request for a comprehensive UI/UX audit of oddcore-website, with additional context about the specific focus on routing and animation bugs. The new fact is subsumed by this existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai requested a comprehensive UI/UX audit of the oddcore-website project","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: a9b754a9-9efb-499e-ac80-3a1c95f5b047
memory_id: 305d14b9-1cd9-40c1-8e64-6514b32464f2
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:41:11.113Z
reason:
  Candidate [5] already captures this fact: 'requesting a comprehensive UI/UX audit...focusing specifically on routing and animation bugs'. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The oddcore-website UI/UX audit specifically focuses on routing bugs and animation bugs","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: 2484f10b-a484-405a-93be-846b0d757266
memory_id: 305d14b9-1cd9-40c1-8e64-6514b32464f2
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:41:11.113Z
reason:
  Candidate [5] (ID: 305d14b9-1cd9-40c1-8e64-6514b32464f2) already captures this exact fact: 'The session began by spawning an Explore agent to systematically investigate the codebase' as part of the Routing & Animation Audit. New fact is already covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An Explore agent was spawned to systematically investigate the oddcore-website codebase during the audit session","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: b6ca2452-d486-460c-a1c4-46ae6c21042a
memory_id: bc3afb94-91be-4f41-97ca-cde891aa475f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:41:43.882Z
reason:
  New fact is already captured in candidate [4] (ID: bc3afb94-91be-4f41-97ca-cde891aa475f) - exact same decision about retroactive deduplication plan approval. No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Nicholai reviewed and approved a detailed implementation plan for adding retroactive deduplication to the Signet memory pipeline","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":1,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 89772d79-a143-4633-abe9-9826fb6983e8
memory_id: 11f0a217-e912-47c4-9aef-fe9ac1f9164b
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:42:51.380Z
reason:
  Candidate [4] already captures this exact fact: 'currently only catch exact duplicates at write time via content_hash uniqueness constraints.' The new fact adds no materially new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet daemon's memory extraction pipeline currently only detects exact duplicate memories at write time through content_hash uniqueness constraints","type":"fact","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: 497e397a-bb28-4c48-9373-33b2203bdd24
memory_id: 11f0a217-e912-47c4-9aef-fe9ac1f9164b
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:42:51.380Z
reason:
  New fact is already covered by candidate #3, which explicitly states 'legacy databases that accumulated memories without the extraction pipeline.' The existing memory provides more context about the duplicate detection mechanism and feature scope.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Legacy databases in Signet accumulated memories without processing through the extraction pipeline","type":"fact","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: e781f96a-23b0-450d-966e-0e2cd3f47ea7
memory_id: 11f0a217-e912-47c4-9aef-fe9ac1f9164b
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:42:51.380Z
reason:
  Candidate 5 explicitly covers this: 'The feature addresses legacy databases that accumulated memories without the extraction pipeline'. Candidate 4 mentions the implementation plan. New fact is a restatement of already-captured context about backwards deduplication.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"A feature is being implemented to address and deduplicate memories in legacy databases that were accumulated before the extraction pipeline was operational","type":"decision","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: 53aca1a8-cf6a-4174-b243-e01e711414bd
memory_id: 11f0a217-e912-47c4-9aef-fe9ac1f9164b
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T14:42:51.380Z
actor_type: pipeline
old_content:
  The feature addresses legacy databases that accumulated memories without the extraction pipeline, which currently only catch exact duplicates at write time via content_hash uniqueness constraints.

new_content:
  Exact duplicates in the memory system are prevented only at write time via content_hash uniqueness constraints, not retroactively on existing legacy data

reason:
  New fact refines candidate [1] by clarifying that write-time duplicate prevention does NOT retroactively fix existing legacy data. These describe the same technical mechanism with the new fact adding important context about forward-looking vs. retroactive behavior.


id: ed3d4449-1767-4010-818e-a5e51ffb1b17
memory_id: 11f0a217-e912-47c4-9aef-fe9ac1f9164b
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:42:51.381Z
reason:
  New fact refines candidate [1] by clarifying that write-time duplicate prevention does NOT retroactively fix existing legacy data. These describe the same technical mechanism with the new fact adding important context about forward-looking vs. retroactive behavior.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"11f0a217-e912-47c4-9aef-fe9ac1f9164b","targetContent":"The feature addresses legacy databases that accumulated memories without the extraction pipeline, which currently only catch exact duplicates at write time via content_hash uniqueness constraints.","confidence":0.9,"fact":{"content":"Exact duplicates in the memory system are prevented only at write time via content_hash uniqueness constraints, not retroactively on existing legacy data","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"11f0a217-e912-47c4-9aef-fe9ac1f9164b","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2e374cfa-015e-4d0a-8aef-c7fcd79d1806
memory_id: 6082e780-206a-41cf-a11c-d93d8610cc47
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:44:09.292Z
reason:
  Candidate [4] already captures this exact information with greater specificity: 'The plan spans 6 files and introduces a two-phase repair action: exact hash clustering (cheap SQL GROUP BY) followed by optional semantic clustering via KNN.' The new fact is a less detailed restatement of the same decision.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A repair action plan spans 6 files and implements a two-phase clustering strategy for deduplication or reconciliation","type":"decision","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: 387fecca-8716-4c0e-a24c-2fc55656d0dc
memory_id: 6082e780-206a-41cf-a11c-d93d8610cc47
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:44:09.292Z
reason:
  Candidate [4] already explicitly documents that Phase 1 uses 'exact hash clustering (cheap SQL GROUP BY)' — the new fact is already covered

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 1 of the repair action uses exact hash clustering implemented via SQL GROUP BY","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: 27284879-5e4e-4491-bf71-a01f1fd558c2
memory_id: 6082e780-206a-41cf-a11c-d93d8610cc47
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T14:44:09.292Z
actor_type: pipeline
old_content:
  The plan spans 6 files and introduces a two-phase repair action: exact hash clustering (cheap SQL GROUP BY) followed by optional semantic clustering via KNN on embedded memories.

new_content:
  Phase 1 clustering is designed to be computationally cheap compared to semantic approaches, using basic SQL GROUP BY rather than machine learning inference

reason:
  New fact elaborates on Phase 1 design philosophy in candidate 4. Candidate already mentions 'exact hash clustering (cheap SQL GROUP BY)' as phase 1; new fact explicitly states the intentional design tradeoff: computational cheapness via SQL GROUP BY vs semantic approaches via ML. Merge to create more complete picture of the two-phase repair strategy.


id: 26d6de91-6d92-4875-a5d4-0f037be0429c
memory_id: 6082e780-206a-41cf-a11c-d93d8610cc47
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:44:09.292Z
reason:
  New fact elaborates on Phase 1 design philosophy in candidate 4. Candidate already mentions 'exact hash clustering (cheap SQL GROUP BY)' as phase 1; new fact explicitly states the intentional design tradeoff: computational cheapness via SQL GROUP BY vs semantic approaches via ML. Merge to create more complete picture of the two-phase repair strategy.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"6082e780-206a-41cf-a11c-d93d8610cc47","targetContent":"The plan spans 6 files and introduces a two-phase repair action: exact hash clustering (cheap SQL GROUP BY) followed by optional semantic clustering via KNN on embedded memories.","confidence":0.92,"fact":{"content":"Phase 1 clustering is designed to be computationally cheap compared to semantic approaches, using basic SQL GROUP BY rather than machine learning inference","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"6082e780-206a-41cf-a11c-d93d8610cc47","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0b85a6fb-6bc0-44eb-9ee7-6e8145b62349
memory_id: 6082e780-206a-41cf-a11c-d93d8610cc47
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:44:09.292Z
reason:
  Candidate [3] already documents the two-phase repair action with 'optional semantic clustering via KNN on embedded memories' as phase 2. New fact is a minor rephrasing of existing memory content.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 2 of the repair action uses semantic clustering via KNN (k-nearest neighbors) applied to embedded memories","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: a33e88da-9760-43e0-a5a6-5eb8f8e81b3a
memory_id: 6082e780-206a-41cf-a11c-d93d8610cc47
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T14:44:09.292Z
actor_type: pipeline
old_content:
  Phase 1 clustering is designed to be computationally cheap compared to semantic approaches, using basic SQL GROUP BY rather than machine learning inference

new_content:
  Phase 2 of the repair action is marked as optional, allowing users to skip semantic clustering refinement if computational resources are constrained

reason:
  New fact clarifies the design rationale for Phase 2 optionality in the existing two-phase repair plan. Candidate [4] already established that Phase 2 is optional; this fact adds the resource constraint motivation for that design decision. Merge to provide complete context.


id: 2d265e1f-01a7-4931-a7ab-5b6960e89527
memory_id: 6082e780-206a-41cf-a11c-d93d8610cc47
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:44:09.293Z
reason:
  New fact clarifies the design rationale for Phase 2 optionality in the existing two-phase repair plan. Candidate [4] already established that Phase 2 is optional; this fact adds the resource constraint motivation for that design decision. Merge to provide complete context.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"6082e780-206a-41cf-a11c-d93d8610cc47","targetContent":"The plan spans 6 files and introduces a two-phase repair action: exact hash clustering (cheap SQL GROUP BY) followed by optional semantic clustering via KNN on embedded memories.","confidence":0.9,"fact":{"content":"Phase 2 of the repair action is marked as optional, allowing users to skip semantic clustering refinement if computational resources are constrained","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"6082e780-206a-41cf-a11c-d93d8610cc47","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cb508f6f-b530-43ac-9356-c42541478b36
memory_id: 437a05ac-992b-48ec-8913-7285e0d8b0b4
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:45:39.323Z
reason:
  New fact is already fully covered by candidate 437a05ac-992b-48ec-8913-7285e0d8b0b4, which contains identical keeper selection details (importance × 3, normalized access/update counts, recency tiebreaker) plus additional context about pinned memories and audit trails

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Keeper selection process uses a weighted scoring algorithm combining importance (weighted × 3), normalized access/update counts, and recency as a tiebreaker to determine memory retention","type":"procedural","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: 2ef9620a-c2b9-4972-8c6e-158ce7f96c69
memory_id: 437a05ac-992b-48ec-8913-7285e0d8b0b4
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:45:39.323Z
reason:
  Candidate [1] already comprehensively covers this fact: it explicitly mentions 'special protection for pinned and manually-overridden memories' within the keeper selection weighted scoring algorithm. The new fact is a subset of information already present in the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Pinned memories receive special protection and are excluded from standard keeper selection scoring","type":"fact","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: 8c5be307-2df7-4f71-9bd8-be03caaf26b0
memory_id: 437a05ac-992b-48ec-8913-7285e0d8b0b4
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:45:39.323Z
reason:
  Candidate #4 already explicitly covers this exact information: 'Keeper selection uses a weighted scoring algorithm... with special protection for pinned and manually-overridden memories.' No new or refined information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Manually-overridden memories receive special protection in the keeper selection process","type":"fact","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: fc500c9a-6cc6-4369-8fd2-950dcbc712c4
memory_id: 437a05ac-992b-48ec-8913-7285e0d8b0b4
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:45:39.323Z
reason:
  Existing candidate [5] already documents tag merging of comma-separated strings as part of keeper selection logic. The new fact refines the scope (multiple records → unified) but the core concept is already covered. No separate storage needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Memory tag merging combines comma-separated tag strings from multiple memory records into unified tags","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: 78a3f493-de87-409a-a252-0d7c1713e7d7
memory_id: 437a05ac-992b-48ec-8913-7285e0d8b0b4
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:45:39.323Z
reason:
  New fact is already comprehensively covered by candidate [4], which explicitly states 'all changes are soft-deletes with full audit trails.' No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The memory system uses soft-deletes for all changes rather than permanent deletion, preserving historical data","type":"decision","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: d165ddc0-d0c4-47e4-b735-8b7de89927b9
memory_id: 437a05ac-992b-48ec-8913-7285e0d8b0b4
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T14:45:39.324Z
actor_type: pipeline
old_content:
  Keeper selection uses a weighted scoring algorithm (importance × 3, normalized access/update counts, recency tiebreaker) with special protection for pinned and manually-overridden memories. Tag merging combines comma-separated strings, and all changes are soft-deletes with full audit trails.

new_content:
  All memory changes are tracked with full audit trails for accountability, debugging, and recovery purposes

reason:
  New fact directly complements candidate [5] which already mentions 'full audit trails' for soft-deletes. The new fact adds the 'why' (accountability, debugging, recovery). Merge them to create a more complete memory about audit trail principles and implementation.


id: 1acb9e28-4996-496c-81cf-57f1e9717274
memory_id: 437a05ac-992b-48ec-8913-7285e0d8b0b4
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:45:39.325Z
reason:
  New fact directly complements candidate [5] which already mentions 'full audit trails' for soft-deletes. The new fact adds the 'why' (accountability, debugging, recovery). Merge them to create a more complete memory about audit trail principles and implementation.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"437a05ac-992b-48ec-8913-7285e0d8b0b4","targetContent":"Keeper selection uses a weighted scoring algorithm (importance × 3, normalized access/update counts, recency tiebreaker) with special protection for pinned and manually-overridden memories. Tag merging combines comma-separated strings, and all changes are soft-deletes with full audit trails.","confidence":0.85,"fact":{"content":"All memory changes are tracked with full audit trails for accountability, debugging, and recovery purposes","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":"437a05ac-992b-48ec-8913-7285e0d8b0b4","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0c8167da-5df0-4593-b484-7744b76d9ddf
memory_id: bd3d29a1-cfa9-4e13-84b6-5c53294fe4e7
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:46:23.285Z
reason:
  New fact is already captured in candidate [5], which explicitly states: 'Configuration adds four new fields to PipelineRepairConfig (cooldown, hourly budget, semantic threshold 0.92, batch size 100).' The information is identical and fully covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"PipelineRepairConfig now includes four new configuration fields: cooldown, hourly budget, semantic threshold (value: 0.92), and batch size (value: 100)","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fbfbf48c-285b-477c-bbcf-46dae1a1ad91
memory_id: bd3d29a1-cfa9-4e13-84b6-5c53294fe4e7
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:46:23.285Z
reason:
  Candidate bd3d29a1 already contains this exact information: 'Diagnostics gains a DuplicateHealth metric tracking excess dupes and duplicate ratio, wired into the composite health score at 0.04 weight.' The new fact adds no additional context beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Diagnostics module includes a new DuplicateHealth metric that tracks excess duplicates and duplicate ratio in the memory system","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 98218b55-3fb6-4bcf-9969-03ac596791e1
memory_id: bd3d29a1-cfa9-4e13-84b6-5c53294fe4e7
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:46:23.285Z
reason:
  New fact is already fully covered by candidate [5], which explicitly states 'DuplicateHealth metric tracking excess dupes and duplicate ratio, wired into the composite health score at 0.04 weight.' No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"DuplicateHealth metric is integrated into the composite health score with a weight of 0.04","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 75953658-3c4b-4d76-b3d1-7341f2912d62
memory_id: e24fbd92-7970-43f2-8530-da2b0bf70e3d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:48:15.782Z
reason:
  New fact is already comprehensively covered by candidate [5], which explicitly states the same maintenance worker dedup behavior and includes additional context about HTTP endpoints and repair operation details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The maintenance worker adds dedup recommendations when the duplicate ratio exceeds 5%","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: ce6d325c-a875-42e3-8ba9-de98e6f360e5
memory_id: e24fbd92-7970-43f2-8530-da2b0bf70e3d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:48:15.782Z
reason:
  Candidate [4] already documents 'Two HTTP endpoints expose stats and execution (GET/POST `/api/repair/dedup-stats` and `/api/repair/deduplicate`)'. The new fact about GET `/api/repair/dedup-stats` exposing dedup statistics is already captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The GET `/api/repair/dedup-stats` HTTP endpoint exposes deduplication statistics from the daemon's repair API","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: 08ad2989-98de-4a3c-a9db-2bf2c71cdf81
memory_id: e24fbd92-7970-43f2-8530-da2b0bf70e3d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:48:15.782Z
reason:
  Candidate [4] already documents the POST /api/repair/deduplicate endpoint as part of the dedup feature pair (GET /api/repair/dedup-stats and POST /api/repair/deduplicate), noting it executes deduplication operations with rate-limiting and transactional guarantees. New fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The POST `/api/repair/deduplicate` HTTP endpoint executes deduplication operations in the daemon's repair API","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: a5f24c29-e1ec-4987-a93c-0c0d8ef6fe86
memory_id: e24fbd92-7970-43f2-8530-da2b0bf70e3d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:48:15.782Z
reason:
  Candidate [4] already states 'All repair operations are rate-limited' as part of a comprehensive fact about repair operation properties. The new fact is already covered by this existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"All repair operations in the daemon are rate-limited to prevent resource exhaustion","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: ad9472d9-aa64-417f-8906-5be3d54b18b6
memory_id: abd0afc5-a214-48e7-b579-d6cd0dde4097
event: created
new_content: All repair operations in the daemon are policy-gated for access control enforcement
changed_by: pipeline-v2
created_at: 2026-02-25T14:48:15.783Z
reason:
  New fact describes a specific daemon architectural decision (repair operation policy-gating) that complements but is distinct from candidate 2's general mechanism (cryptographic signing). Worth storing separately as operational security guidance for daemon modifications.

metadata:
  {"proposedAction":"add","sourceMemoryId":"e24fbd92-7970-43f2-8530-da2b0bf70e3d","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: 53a00035-afef-4502-a24e-95f225c746a7
memory_id: e24fbd92-7970-43f2-8530-da2b0bf70e3d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:48:15.783Z
reason:
  New fact describes a specific daemon architectural decision (repair operation policy-gating) that complements but is distinct from candidate 2's general mechanism (cryptographic signing). Worth storing separately as operational security guidance for daemon modifications.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"All repair operations in the daemon are policy-gated for access control enforcement","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":"abd0afc5-a214-48e7-b579-d6cd0dde4097","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2b894b22-b96f-470c-98d3-2db4be150ea7
memory_id: ffc3376c-3a84-41ec-a959-69f0e66fc1bc
event: created
new_content: All repair operations in the daemon are idempotent and can be safely retried without side effects
changed_by: pipeline-v2
created_at: 2026-02-25T14:48:15.784Z
reason:
  New fact is a general architectural principle about repair operations being idempotent and safely retriable. Candidate [4] is a specific implementation task (orphan cleanup function). These are related but distinct - the principle is broad design knowledge that applies to all repair operations, while the candidate is one specific procedural task. Should be stored separately as architectural context.

metadata:
  {"proposedAction":"add","sourceMemoryId":"e24fbd92-7970-43f2-8530-da2b0bf70e3d","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: d197380f-f618-44f3-a549-befefe93a9e4
memory_id: e24fbd92-7970-43f2-8530-da2b0bf70e3d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:48:15.785Z
reason:
  New fact is a general architectural principle about repair operations being idempotent and safely retriable. Candidate [4] is a specific implementation task (orphan cleanup function). These are related but distinct - the principle is broad design knowledge that applies to all repair operations, while the candidate is one specific procedural task. Should be stored separately as architectural context.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"All repair operations in the daemon are idempotent and can be safely retried without side effects","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":"ffc3376c-3a84-41ec-a959-69f0e66fc1bc","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6b5bd947-12ba-41ec-b2af-0febd1feddc1
memory_id: e24fbd92-7970-43f2-8530-da2b0bf70e3d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:48:15.785Z
reason:
  Candidate [5] already contains the exact statement: 'All repair operations are...transactional per cluster.' New fact does not add new information beyond what is already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"All repair operations in the daemon are transactional per cluster to ensure data consistency","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: efa683e2-c76e-4d05-a4e2-81fdf464bb5b
memory_id: 746c6baf-7f55-434b-8527-80bf07d781fb
event: updated
old_content: A dry-run mode allows preview before execution.
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T14:48:42.837Z
actor_type: pipeline
new_content:
  A dry-run mode allows users to preview the results or effects of an operation before executing it permanently

reason:
  New fact is a more detailed elaboration of existing memory [5]. Both describe dry-run mode allowing preview before execution. Merge into expanded version with additional context about users and permanence.


id: c0efbb7a-d67c-4894-bbe4-7b6fb80a3a87
memory_id: 746c6baf-7f55-434b-8527-80bf07d781fb
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:48:42.839Z
reason:
  New fact is a more detailed elaboration of existing memory [5]. Both describe dry-run mode allowing preview before execution. Merge into expanded version with additional context about users and permanence.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"746c6baf-7f55-434b-8527-80bf07d781fb","targetContent":"A dry-run mode allows preview before execution.","confidence":0.92,"fact":{"content":"A dry-run mode allows users to preview the results or effects of an operation before executing it permanently","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":1,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":"746c6baf-7f55-434b-8527-80bf07d781fb","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 50f85b4f-234a-46e6-b1a1-b2953e29df45
memory_id: e793a6e1-4833-4d62-88a3-fbb9336ffa13
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:49:19.674Z
reason:
  Candidate #3 (ID: e793a6e1) already captures the core fact: 'Nicholai tasked Claude to find and fix bugs in the signetai codebase during a bug hunt session.' The new fact is procedurally identical to existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai tasked Claude to identify and fix bugs in the signetai codebase during a bug hunt session","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: dda0b097-8e63-4c72-8c33-1b8a15ba5f06
memory_id: e793a6e1-4833-4d62-88a3-fbb9336ffa13
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T14:49:19.674Z
actor_type: pipeline
old_content:
  ## Bug Hunt Session Initiated Nicholai tasked Claude to find and fix bugs in the signetai codebase, prioritizing issues that break functionality.

new_content:
  The bug hunt prioritizes issues that break core functionality over other improvements or technical debt

reason:
  New fact clarifies the prioritization strategy for the ongoing bug hunt session. Merge to provide complete context: bug hunt prioritizes issues breaking core functionality over improvements/technical debt.


id: 3f6e4782-77ae-4c59-98d1-ef6b017398b1
memory_id: e793a6e1-4833-4d62-88a3-fbb9336ffa13
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:49:19.675Z
reason:
  New fact clarifies the prioritization strategy for the ongoing bug hunt session. Merge to provide complete context: bug hunt prioritizes issues breaking core functionality over improvements/technical debt.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"e793a6e1-4833-4d62-88a3-fbb9336ffa13","targetContent":"## Bug Hunt Session Initiated Nicholai tasked Claude to find and fix bugs in the signetai codebase, prioritizing issues that break functionality.","confidence":0.9,"fact":{"content":"The bug hunt prioritizes issues that break core functionality over other improvements or technical debt","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"e793a6e1-4833-4d62-88a3-fbb9336ffa13","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: debc881b-6eab-485a-a7e9-6add95221a6d
memory_id: fdb54c7a-8b80-4b90-badf-c6a96347e524
event: updated
old_content: `types.ts` — McpServerConfig, McpClientManager interface
new_content: The LlmProvider interface is defined in `packages/core/src/types.ts`
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T14:50:18.613Z
actor_type: pipeline
reason:
  New fact expands existing memory about types.ts. Merge to: `types.ts` — McpServerConfig, McpClientManager, LlmProvider interfaces


id: cde16216-df49-4be9-be80-6d1b59a6d5cb
memory_id: 4bc92009-95a9-4a31-88da-5e87b6d4d0d9
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:50:18.614Z
reason:
  New fact expands existing memory about types.ts. Merge to: `types.ts` — McpServerConfig, McpClientManager, LlmProvider interfaces

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"fdb54c7a-8b80-4b90-badf-c6a96347e524","targetContent":"`types.ts` — McpServerConfig, McpClientManager interface","confidence":0.92,"fact":{"content":"The LlmProvider interface is defined in `packages/core/src/types.ts`","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"fdb54c7a-8b80-4b90-badf-c6a96347e524","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 16d55a54-4b52-425d-b0c9-08a40e06da2e
memory_id: 4bc92009-95a9-4a31-88da-5e87b6d4d0d9
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:50:18.614Z
reason:
  Candidate [5] already explicitly documents 'pipeline configuration types in `packages/core/src/types.ts`' as part of the core types exploration. The new fact is redundant with existing memory coverage.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Pipeline configuration types 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: 30e4d144-fea7-4ec5-8d4b-2ceeda8ca558
memory_id: 4bc92009-95a9-4a31-88da-5e87b6d4d0d9
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:50:18.614Z
reason:
  Candidate [4] already captures this exact fact: initial exploration of LlmProvider interface and pipeline config types in types.ts, with additional context about plan mode. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An initial exploration began by examining the core types system, specifically the LlmProvider interface and pipeline configuration types in `packages/core/src/types.ts`","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: 8b28cabd-8fed-465b-9a4c-0c3206e074c6
memory_id: aa8df859-e2df-4925-8b1d-560fa2582594
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T14:50:18.614Z
actor_type: pipeline
old_content:
  Plan mode was chosen for the disk cleanup session because it prevents execution of destructive operations, allowing diagnostic exploration to proceed safely before remediation is proposed

new_content:
  Plan mode was used at the start of the session to scope the investigation before proceeding with implementation work

reason:
  New fact generalizes the existing procedural pattern. Current memory is specific to disk cleanup; new fact establishes that plan mode is a general practice for scoping investigations before implementation across different domains.


id: 2c7fbf4f-76a7-4dd5-9467-1bf39b26af81
memory_id: 4bc92009-95a9-4a31-88da-5e87b6d4d0d9
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:50:18.615Z
reason:
  New fact generalizes the existing procedural pattern. Current memory is specific to disk cleanup; new fact establishes that plan mode is a general practice for scoping investigations before implementation across different domains.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"aa8df859-e2df-4925-8b1d-560fa2582594","targetContent":"Plan mode was chosen for the disk cleanup session because it prevents execution of destructive operations, allowing diagnostic exploration to proceed safely before remediation is proposed","confidence":0.85,"fact":{"content":"Plan mode was used at the start of the session to scope the investigation before proceeding with implementation work","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"aa8df859-e2df-4925-8b1d-560fa2582594","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f15e41b1-6231-481d-8f65-7c41fb4d712c
memory_id: a3e9543a-a87d-4b12-ae27-9cc683be8d4e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:51:31.458Z
reason:
  Candidate [4] (a3e9543a-a87d-4b12-ae27-9cc683be8d4e) already captures this fact — it documents the OpenClaw context overflow investigation and traces how context is assembled through the Signet daemon. The new fact is a summary statement of what's already explicitly covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Agents running on OpenClaw/ClawdBot experience context overflow issues","type":"fact","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: 27018f34-cde8-431a-beaf-d1853ac388b5
memory_id: a3e9543a-a87d-4b12-ae27-9cc683be8d4e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:51:31.458Z
reason:
  New fact is already captured in candidate [4] (ID: a3e9543a-a87d-4b12-ae27-9cc683be8d4e), which explicitly documents Nicholai's investigation into OpenClaw/ClawdBot context overflow issues with details about tracing context flow through the daemon.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai initiated an investigation into context overflow issues affecting OpenClaw/ClawdBot agents","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: ebc5bb66-a202-4ada-bec1-6548fcdcd21c
memory_id: a3e9543a-a87d-4b12-ae27-9cc683be8d4e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:51:31.458Z
reason:
  New fact is a high-level summary of the investigation focus. Candidates [2] and [3] already comprehensively cover the investigation scope (three code paths) and investigation areas (memory injection, size limits, session hooks, unbounded sources), which together fully describe what 'tracing context assembly through the daemon' entails. No new information is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The investigation focused on tracing how context is assembled and delivered to agents through the Signet daemon","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: 9be66339-9a2b-409a-9887-c97ccbd08afd
memory_id: ce329a39-623c-4c2b-a4a1-c08ca2dad43a
event: created
changed_by: pipeline-v2
created_at: 2026-02-25T14:51:31.459Z
new_content:
  The Signet daemon is responsible for assembling and delivering context to agents in the OpenClaw/ClawdBot environment

reason:
  New fact captures a specific architectural discovery about the daemon's context assembly/delivery role. While related to the existing investigation issue [a3e9543a], this is a distinct architectural pattern that should be indexed separately for future semantic discovery.

metadata:
  {"proposedAction":"add","sourceMemoryId":"a3e9543a-a87d-4b12-ae27-9cc683be8d4e","decisionConfidence":0.85,"factConfidence":0.8,"extractionModel":"haiku"}


id: 968dc1f1-814d-4a28-a4e4-9fd884a110e6
memory_id: a3e9543a-a87d-4b12-ae27-9cc683be8d4e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:51:31.459Z
reason:
  New fact captures a specific architectural discovery about the daemon's context assembly/delivery role. While related to the existing investigation issue [a3e9543a], this is a distinct architectural pattern that should be indexed separately for future semantic discovery.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The Signet daemon is responsible for assembling and delivering context to agents in the OpenClaw/ClawdBot environment","type":"semantic","confidence":0.8},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":"ce329a39-623c-4c2b-a4a1-c08ca2dad43a","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 86a4569c-950a-4250-875c-317b08946d18
memory_id: 88a1d274-2a8f-43d5-b817-d259fef86252
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:52:26.427Z
reason:
  Candidate [4] already captures this exact information: 'OpenClaw Adapter (packages/adapters/openclaw/src/) — Runtime plugin that handles agent execution'. New fact is redundant with existing comprehensive investigation scope memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The OpenClaw Adapter is located at packages/adapters/openclaw/src/ and is a runtime plugin responsible for handling agent execution","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 03ed2b67-d655-4327-83bf-f3989d91c5b2
memory_id: 88a1d274-2a8f-43d5-b817-d259fef86252
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:52:26.427Z
reason:
  Candidate [5] already captures this exact information: 'OpenClaw Connector (`packages/connector-openclaw/src/`) — Install-time connector that integrates with OpenClaw config'. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The OpenClaw Connector is located at packages/connector-openclaw/src/ and is an install-time connector that integrates with OpenClaw config","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 78859cd4-3b7c-4d1b-965f-ebb35e4b8392
memory_id: 88a1d274-2a8f-43d5-b817-d259fef86252
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:52:26.427Z
reason:
  Candidate [5] already captures this exact information: Daemon Hook Handlers at packages/daemon/src/ with session start and synthesis hooks that assemble context payloads. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Daemon Hook Handlers are located at packages/daemon/src/ and consist of session start and synthesis hooks that assemble context payloads","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b77ba6db-98b6-4483-b7cb-38e12d032424
memory_id: 88a1d274-2a8f-43d5-b817-d259fef86252
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:52:26.427Z
reason:
  Candidate [4] already captures the identical information with greater specificity (directory paths and functional descriptions). New fact is redundant and adds no new semantic content.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Three primary code paths were identified for architectural investigation: OpenClaw Adapter (runtime), OpenClaw Connector (install-time), and Daemon Hook Handlers (session/synthesis hooks)","type":"semantic","confidence":0.92},"extractionModel":"haiku","factCount":4,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 026733f9-46ff-40f8-8613-1248782f5767
memory_id: d59315a1-2535-4fe3-9562-f8fa5253019a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:53:48.602Z
reason:
  The new fact is already covered by existing candidate [1], which explicitly documents 'Memory injection into agent context (what data, how formatted)' and includes additional investigation areas (size limits, truncation, hooks, unbounded sources). No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An investigation examined memory injection into agent context, specifically investigating what data gets injected and how that data is formatted","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: b43aeb98-4695-4e58-a4c1-4d88592a9151
memory_id: 5d4a1f17-2da1-4c34-80a4-3530b67e0aed
event: updated
new_content: An investigation examined size limits and truncation logic in the system
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T14:53:48.602Z
actor_type: pipeline
old_content:
  ## Next Steps Complete the context assembly trace, identify unbounded data sources, and propose size limits or truncation strategies for memory injection.

reason:
  New fact indicates that the 'Next Steps' item [5] has been completed—the investigation examining size limits and truncation logic has been performed. Findings are detailed in candidates [2] and [3]. Update [5] to reflect completion rather than storing redundant summary.


id: 4f265014-10e1-44da-8766-cc17a131717e
memory_id: d59315a1-2535-4fe3-9562-f8fa5253019a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:53:48.602Z
reason:
  New fact indicates that the 'Next Steps' item [5] has been completed—the investigation examining size limits and truncation logic has been performed. Findings are detailed in candidates [2] and [3]. Update [5] to reflect completion rather than storing redundant summary.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"5d4a1f17-2da1-4c34-80a4-3530b67e0aed","targetContent":"## Next Steps Complete the context assembly trace, identify unbounded data sources, and propose size limits or truncation strategies for memory injection.","confidence":0.85,"fact":{"content":"An investigation examined size limits and truncation logic in the system","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"5d4a1f17-2da1-4c34-80a4-3530b67e0aed","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: eecc76d9-7e00-4a84-8d9a-864c593a8c48
memory_id: ed03876d-899a-42e2-9144-c06854dbf027
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T14:53:48.602Z
actor_type: pipeline
old_content:
  ## Initial Findings An Explore agent was spawned to trace the full data flow from hook request to response payload. The session was interrupted before conclusions were reached.

new_content:
  An investigation examined session start hook response payloads as a potential source of context issues

reason:
  New fact refines the investigation focus described in candidate [4]. Both discuss tracing hook-to-response data flow; new fact specifies that session start hook response payloads were identified as the suspected source of context issues. Merge to create a more precise record of what was being investigated.


id: 144f2dd5-585c-4398-83fe-d6d9077a2d57
memory_id: d59315a1-2535-4fe3-9562-f8fa5253019a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:53:48.603Z
reason:
  New fact refines the investigation focus described in candidate [4]. Both discuss tracing hook-to-response data flow; new fact specifies that session start hook response payloads were identified as the suspected source of context issues. Merge to create a more precise record of what was being investigated.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"ed03876d-899a-42e2-9144-c06854dbf027","targetContent":"## Initial Findings An Explore agent was spawned to trace the full data flow from hook request to response payload. The session was interrupted before conclusions were reached.","confidence":0.85,"fact":{"content":"An investigation examined session start hook response payloads as a potential source of context issues","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"ed03876d-899a-42e2-9144-c06854dbf027","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 46824ae1-dcf9-4dfd-98db-b19f6ab639e3
memory_id: d59315a1-2535-4fe3-9562-f8fa5253019a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:53:48.603Z
reason:
  Candidate [4] already captures this exact concern as part of the investigation areas list: 'Unbounded data sources that could grow without limit' is explicitly mentioned in that memory's investigation targets.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Unbounded data sources that could grow without limit were identified during investigation as a system concern","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: 8e7d2ebb-f395-4bf4-a311-d0ebd02d510c
memory_id: ed03876d-899a-42e2-9144-c06854dbf027
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:54:18.824Z
reason:
  Candidate [4] already captures this fact: 'An investigation examined session start hook response payloads as a potential source of context issues'. The new fact is a restatement of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Session start hook response payloads were examined in an investigation to determine if they were a potential source of context issues in the Signet daemon","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: 73ddd04f-51be-412b-9b92-3b67e176d8dc
memory_id: 3b256c85-c388-460e-b842-af2d494a64d9
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:55:39.997Z
reason:
  Candidate [3] already comprehensively covers this rule with a specific example (prop 'state' causing store_rune_conflict) and recommended mitigation. The new fact is a general restatement of what [3] already documents.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Svelte 5 prop names must not conflict with rune names or a compilation error occurs","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: 439413bf-ab40-4808-a771-8077f8353785
memory_id: 3b256c85-c388-460e-b842-af2d494a64d9
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:55:39.997Z
reason:
  New fact is already comprehensively covered by existing memory 3b256c85 (rule: Svelte 5 prop names must not conflict with rune names, specifically 'state' causes store_rune_conflict, solution: rename to nodeState). Existing memory is more actionable with explicit solution.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Naming a component prop 'state' in Svelte 5 causes a store_rune_conflict error because 'state' is a reserved rune name","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: 83086866-6269-419f-ba15-fb4114e3e0d3
memory_id: 3b256c85-c388-460e-b842-af2d494a64d9
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:55:39.997Z
reason:
  Candidate [5] already captures this exact rule: prop names must not conflict with rune names, and the solution is to rename to nodeState or similar. New fact adds no new information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The recommended solution for rune naming conflicts in Svelte 5 is to rename conflicting props to alternative names such as 'nodeState'","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: 925239bd-ce98-4e5c-8f7c-66bf6ab3bf97
memory_id: 624d7f82-b684-49de-8189-0e758f6bbf97
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:56:49.818Z
reason:
  Existing candidate [3] (ID: bc9f88eb...) already captures this exact decision with identical content. No new information is added by the new fact. Candidate [4] and [5] provide additional context about the clarification steps that followed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Nicholai requested bulk deletion of GitHub issues on the Signetai repository","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: 9f1c1c11-e913-49de-b9d3-391c74d1c48b
memory_id: 624d7f82-b684-49de-8189-0e758f6bbf97
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:56:49.818Z
reason:
  Candidate 624d7f82 already documents this fact with greater detail: '18 total issues: 2 closed (issues #1 and #22) and 16 open (issues #7-21)'. The new fact is a subset of existing memory content.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The Signetai repository GitHub issue tracker contains 18 total issues","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: a53b69fe-8eba-4c5a-9b91-d6b2289d9aab
memory_id: 624d7f82-b684-49de-8189-0e758f6bbf97
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:56:49.819Z
reason:
  Candidate #5 (GitHub Issue Inventory) already contains this exact information: 18 total issues with 2 closed (#1, #22) and 16 open

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":1,"fact":{"content":"Of the 18 GitHub issues in the Signetai repository, 2 are closed (issues #1 and #22)","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: 328eb792-e694-4748-ab37-474671106bde
memory_id: 624d7f82-b684-49de-8189-0e758f6bbf97
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:56:49.819Z
reason:
  Existing memory (ID: 624d7f82-b684-49de-8189-0e758f6bbf97) already contains this exact information with greater detail: 18 total issues, 16 open (issues #7-21), 2 closed (issues #1 and #22). New fact adds no additional value.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Of the 18 GitHub issues in the Signetai repository, 16 are open (issues #7-21)","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: 9cbfede7-1baf-492b-a1b7-1ef53e5ca517
memory_id: 624d7f82-b684-49de-8189-0e758f6bbf97
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:56:49.819Z
reason:
  Candidate [5] already documents this procedural step in full, including both the query action and its results (18 total issues: 2 closed, 16 open). No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The assistant queried the Signetai repository's GitHub issue tracker to inventory issues in response to Nicholai's bulk deletion request","type":"procedural","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: b29cfca6-b644-402c-8a52-d9edd9898382
memory_id: af3f55df-fd04-444b-982e-3151676e9f63
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:58:11.822Z
reason:
  Candidate [4] already captures this procedural knowledge: 'New endpoint implementations in the daemon should follow the db-accessor pattern using getDbAccessor().withReadDb() and withWriteDb() methods'. The new fact restates the same pattern without adding detail beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The db-accessor pattern in packages/daemon/src/daemon.ts uses getDbAccessor() to create accessor instances with typed read/write methods","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: 83542171-c726-4d9e-94f4-5d61a9edb7b2
memory_id: af3f55df-fd04-444b-982e-3151676e9f63
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:58:11.823Z
reason:
  Candidate [2] already encodes this procedural knowledge - it explicitly states to use getDbAccessor().withReadDb() for database operations. The new fact is a direct restatement of what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"db-accessor instances expose withReadDb() method for read-only database operations","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: 6ab7c66b-5be6-42da-9bd5-50e7e5848f44
memory_id: dc613154-8fe4-4c98-874a-61358ec639ef
event: updated
new_content: db-accessor instances expose withWriteDb() method for write database operations
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T14:58:11.823Z
actor_type: pipeline
old_content:
  New endpoint implementations in the daemon should follow the db-accessor pattern using getDbAccessor().withReadDb() and withWriteDb() methods

reason:
  The new fact clarifies the db-accessor API surface (withWriteDb() method). Candidate [3] already mentions this method in procedural context but doesn't explicitly state it as an exposed API. Merging makes the memory more complete: 'db-accessor instances expose withReadDb() and withWriteDb() methods. New endpoint implementations should follow this pattern.'


id: 9745fb43-1664-4f8a-8d12-5665917ec5b0
memory_id: af3f55df-fd04-444b-982e-3151676e9f63
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:58:11.824Z
reason:
  The new fact clarifies the db-accessor API surface (withWriteDb() method). Candidate [3] already mentions this method in procedural context but doesn't explicitly state it as an exposed API. Merging makes the memory more complete: 'db-accessor instances expose withReadDb() and withWriteDb() methods. New endpoint implementations should follow this pattern.'

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"dc613154-8fe4-4c98-874a-61358ec639ef","targetContent":"New endpoint implementations in the daemon should follow the db-accessor pattern using getDbAccessor().withReadDb() and withWriteDb() methods","confidence":0.8,"fact":{"content":"db-accessor instances expose withWriteDb() method for write database operations","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"dc613154-8fe4-4c98-874a-61358ec639ef","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 506ade29-5bc6-4b4c-88b9-be32d35b5ff5
memory_id: af3f55df-fd04-444b-982e-3151676e9f63
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:58:11.824Z
reason:
  Candidate [1] already captures this fact with identical scope and content: 'Blob-to-vector conversions are implemented in packages/daemon/src/daemon.ts for embedding operations'. No new information to merge or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"packages/daemon/src/daemon.ts uses blob-to-vector conversion utilities for embedding data handling","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: da96c12a-afcd-442a-a2a8-a43c2fbefa6e
memory_id: af3f55df-fd04-444b-982e-3151676e9f63
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:58:11.824Z
reason:
  Candidates [4] and [5] already document the planned embedding health check feature with explicit mention of implementation location immediately after /api/embeddings/status in daemon.ts. New fact restates existing plan without adding detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"A new endpoint is planned to be implemented in packages/daemon/src/daemon.ts immediately after the /api/embeddings/status endpoint","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: 303a66bf-a376-49a7-9654-1b8fa21245ba
memory_id: 84a27117-44e7-4d7d-906c-ad02908412f2
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:58:59.564Z
reason:
  Candidate [1] already captures this exact decision: removing `as any` assertions and replacing with proper TypeScript interfaces for pdf-parse v2 API. The new fact adds no new information beyond what's already tracked.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The PDF parser currently uses `as any` type assertions for the pdf-parse v2 API and should be refactored to define proper TypeScript interfaces instead","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ffe171ee-d72e-4ccc-9e74-7c19db09ea7a
memory_id: 84a27117-44e7-4d7d-906c-ad02908412f2
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:58:59.565Z
reason:
  Candidate [5] already explicitly documents this item: 'Non-null assertions: Replace `!` with explicit guards in slack-parser.ts'. The new fact is already covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The slack-parser.ts file contains non-null assertion operators (`!`) that should be replaced with explicit null/undefined guards for better type safety","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3163ac76-cd09-447f-a5df-5e03a0dd8d77
memory_id: 84a27117-44e7-4d7d-906c-ad02908412f2
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:58:59.565Z
reason:
  Exact match already exists in memory. Candidate 5 contains the identical decision/fact about silent memory insert failures needing warn-level error logging.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"1094dfbb-43e4-49ee-9bdd-25590fd4b66b","targetContent":"Silent memory insert failures currently have no logging and should have warn-level error logging added for improved observability and debugging","confidence":1,"fact":{"content":"Silent memory insert failures currently have no logging and should have warn-level error logging added for improved observability and debugging","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 745cf095-1941-455b-96a5-157ee448990c
memory_id: 0f98f026-5080-4512-82f1-4a4d7231277a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:59:57.817Z
reason:
  Candidate #4 (0f98f026-5080-4512-82f1-4a4d7231277a) already captures this exact Compass codebase analysis scope: schema coupling, server actions, components, libraries, agent tools, route structure, and environment configuration. New fact restates already-documented exploration scope.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Compass codebase analysis scope includes: schema coupling between core and construction-specific tables, server actions separation patterns, component organization structure, library modules, agent tools categorization, route structure, and environment configuration","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: 08036cb6-9dcf-43ef-ab42-8eb06cc409e1
memory_id: 0f98f026-5080-4512-82f1-4a4d7231277a
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T14:59:57.817Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 374 characters]

new_content:
  Codebase structure analysis is a prerequisite step before Compass refactoring strategy can be planned

reason:
  New fact directly reinforces existing memory about Compass codebase structure analysis. Candidate [5] already documents the codebase exploration initiative for Compass refactoring planning; new fact clarifies the prerequisite relationship explicitly. Merging would strengthen the clarity that structure analysis must complete before strategy planning.


id: fd2a0887-64f8-4b6e-bdba-48e4eaebe055
memory_id: 0f98f026-5080-4512-82f1-4a4d7231277a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:59:57.818Z
reason:
  New fact directly reinforces existing memory about Compass codebase structure analysis. Candidate [5] already documents the codebase exploration initiative for Compass refactoring planning; new fact clarifies the prerequisite relationship explicitly. Merging would strengthen the clarity that structure analysis must complete before strategy planning.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"0f98f026-5080-4512-82f1-4a4d7231277a","targetContent":"Assistant began comprehensive codebase exploration to map: - Schema coupling (core vs construction-specific tables) - Server actions separation - Component organization - Library modules - Agent tools categorization - Route structure - Environment configuration Exploration agent was queued to analyze the Compass codebase structure before planning the refactoring strategy.","confidence":0.88,"fact":{"content":"Codebase structure analysis is a prerequisite step before Compass refactoring strategy can be planned","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"0f98f026-5080-4512-82f1-4a4d7231277a","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 307dfbfd-9502-4235-be57-f5b26703b4b8
memory_id: 0f98f026-5080-4512-82f1-4a4d7231277a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T14:59:57.818Z
reason:
  Candidate [5] already captures this exact procedural fact: 'Exploration agent was queued to analyze the Compass codebase structure before planning the refactoring strategy.' The new fact is redundant and already covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"An exploration agent has been queued to analyze Compass codebase structure","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: ab87cde5-003a-4385-b9d4-5c21450c12ec
memory_id: e934c5c9-488e-45d5-9cc0-2b14fb3b6a59
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:00:34.755Z
reason:
  Candidate [5] (e934c5c9-488e-45d5-9cc0-2b14fb3b6a59) already covers this fact exactly: 'The session was interrupted during the diagnostic phase before root cause analysis or remediation steps were completed.' The new fact is redundant and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"A session was interrupted while in the diagnostic phase, before root cause analysis could be completed","type":"fact","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: 4c56fef6-139f-423b-bae4-c6bea87f1009
memory_id: e934c5c9-488e-45d5-9cc0-2b14fb3b6a59
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:00:34.755Z
reason:
  Candidate [5] already captures this fact: 'The session was interrupted during the diagnostic phase before root cause analysis or remediation steps were completed.' The new fact is semantically equivalent and doesn't add new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Remediation steps were not completed due to session interruption during the diagnostic phase","type":"fact","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: 5b74c1b2-2264-4970-984a-729d465bb919
memory_id: e5f3cbed-79c5-418c-891c-f6df3065bb2d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:01:26.367Z
reason:
  Existing memory (ID: e5f3cbed-79c5-418c-891c-f6df3065bb2d) already documents that @ODDCORP/ contains SVGs/ subdirectory for vector graphics. New fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The @ODDCORP/ directory contains an SVGs/ subdirectory for vector graphics assets","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: a72f9054-9788-46d8-b2e0-dc730803942a
memory_id: e5f3cbed-79c5-418c-891c-f6df3065bb2d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:01:26.367Z
reason:
  Candidate [5] already explicitly documents that @ODDCORP/ contains a 'font/ subdirectory (typography assets)'. New fact is redundant and fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The @ODDCORP/ directory contains a font/ subdirectory for typography assets","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: a2b02574-520d-42c8-a049-69f4fa5ffe88
memory_id: e5f3cbed-79c5-418c-891c-f6df3065bb2d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:01:26.367Z
reason:
  Candidate [5] already documents that @ODDCORP/ directory contains 'WEBSITE_assets.docx (8.8K design document)' as part of the comprehensive directory inventory. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The @ODDCORP/ directory contains WEBSITE_assets.docx, an 8.8KB design document","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: aa838627-43d0-4743-aad0-13c1aa7067a1
memory_id: e5f3cbed-79c5-418c-891c-f6df3065bb2d
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:01:26.367Z
reason:
  Exact match already exists in memory. Candidate [4] contains the identical fact about the @ODDCORE Press Kit/ directory with 27MB of marketing materials.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"947ff649-7f84-44fa-9444-9201125430b8","targetContent":"@ODDCORE Press Kit/ directory contains extensive game marketing materials totaling 27MB","confidence":0.98,"fact":{"content":"The @ODDCORE Press Kit/ directory contains extensive game marketing materials totaling 27MB","type":"fact","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: c3d5c818-35d1-4fde-ab72-07f1cee0a5fe
memory_id: 5159c258-c718-47f2-ae22-eff0788f01ed
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:02:20.488Z
reason:
  Candidate 5 (ID: 5159c258-c718-47f2-ae22-eff0788f01ed) already captures this exact fact with minimal variance in wording. Both describe the same behavior pattern: beta testers embedding 10K-100K+ character files as single memory entries.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Beta testers of OpenClaw agents were manually embedding entire files (ranging from 10K to 100K+ characters) as single memory entries","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: 54af72d3-88c0-428d-9b3e-2f0cdc16ec06
memory_id: 5159c258-c718-47f2-ae22-eff0788f01ed
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:02:20.488Z
reason:
  Candidate [3] already captures this fact with greater specificity. It documents both the behavior (manually embedding entire large files as single memories) and the consequences (database bloating and context window destruction). The new fact is a generalized restatement of information already present in the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Embedding large files as individual memory entries caused database bloating in the memory system","type":"fact","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: 2b1ec26f-7275-44b6-b198-53db9122c6d1
memory_id: 5159c258-c718-47f2-ae22-eff0788f01ed
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:02:20.488Z
reason:
  Candidate [5] already captures this exact problem with good specificity: 'demolishing context windows on recall' directly matches the context window exhaustion described in the new fact. The new fact is a less specific restatement of what's already well-documented in [5].

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Embedding large files as single memory entries caused context window exhaustion problems during memory recall operations","type":"fact","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: 845d08c6-da14-4850-a076-c30bd65435c9
memory_id: fc57533d-fa0d-4b89-adfb-16b1195dacac
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:02:57.291Z
reason:
  Candidate [5] already captures this exact procedural detail: 'It initializes visibility state synchronously from sessionStorage (checking 'oddcorp-loader-seen')'. New fact is a minor restatement with identical core information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A component initializes its visibility state synchronously from sessionStorage by checking for the 'oddcorp-loader-seen' key","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: ceedd50f-54f4-402b-9017-50c074eb89dc
memory_id: fc57533d-fa0d-4b89-adfb-16b1195dacac
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:02:57.291Z
reason:
  New fact is redundant with existing memory ID fc57533d-fa0d-4b89-adfb-16b1195dacac (fact type), which already captures the synchronous sessionStorage initialization with the 'oddcorp-loader-seen' key and its purpose of preventing overlay on repeat visits. The new fact adds only minor elaboration ('reducing redundant overlay exposure') that's implicit in the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Synchronous sessionStorage check for 'oddcorp-loader-seen' prevents the overlay from displaying on repeat visits, reducing redundant overlay exposure to returning users","type":"rationale","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: b33d3ca0-396e-4b09-91b4-2d9d37f628d0
memory_id: 25fb4e37-02b4-4175-a8ad-ea05c84289b2
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:04:53.269Z
reason:
  New fact is already comprehensively covered by candidate [5], which explicitly states 'Deploy subagents to comprehensively review the oddcore-website codebase' with additional context about extracting best practices and creating skill documentation. No new information to add or merge.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The chosen approach uses 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: feb7b526-c108-4eb9-9164-d9080acd7899
memory_id: 25fb4e37-02b4-4175-a8ad-ea05c84289b2
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:04:53.269Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 264 characters]

new_content:
  Subagents reviewing oddcore-website extract procedural knowledge, design patterns, component conventions, and best practices

reason:
  New fact directly confirms the existing procedural memory about subagents reviewing oddcore-website. Both describe the same activity: extracting procedural knowledge, design patterns, component conventions, and best practices. The new fact is more concise; candidate [5] is already comprehensive and covers this.


id: 6d60f533-0627-409e-b997-bfb4e7a320a4
memory_id: 25fb4e37-02b4-4175-a8ad-ea05c84289b2
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:04:53.270Z
reason:
  New fact directly confirms the existing procedural memory about subagents reviewing oddcore-website. Both describe the same activity: extracting procedural knowledge, design patterns, component conventions, and best practices. The new fact is more concise; candidate [5] is already comprehensive and covers this.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"25fb4e37-02b4-4175-a8ad-ea05c84289b2","targetContent":"Approach: Deploy subagents to comprehensively review the oddcore-website codebase and extract all procedural knowledge, design patterns, component conventions, and best practices into skill documentation. This creates a reference guide for future website projects.","confidence":0.95,"fact":{"content":"Subagents reviewing oddcore-website extract procedural knowledge, design patterns, component conventions, and best practices","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"25fb4e37-02b4-4175-a8ad-ea05c84289b2","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4d6a68af-e4cf-4f95-8dd9-4c37e5132f11
memory_id: 25fb4e37-02b4-4175-a8ad-ea05c84289b2
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:04:53.270Z
reason:
  Candidate [5] already captures this concept comprehensively: 'extract all procedural knowledge, design patterns, component conventions, and best practices into skill documentation.' The new fact about knowledge being organized into skill documentation is already subsumed by this existing procedural memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Extracted knowledge from oddcore-website review is organized into skill documentation","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: c9cbf665-0ddf-439c-b08d-16ca691e4433
memory_id: 25fb4e37-02b4-4175-a8ad-ea05c84289b2
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:04:53.270Z
reason:
  Candidate [25fb4e37] already captures the core concept: skill documentation serves as a reference guide for future website projects. The new fact emphasizes knowledge reuse and faster development benefits, which are implicit in the existing memory about creating a reference guide. No new substantive information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Skill documentation created from oddcore-website knowledge extraction serves as a reference guide for future website projects to enable knowledge reuse and faster development","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: cb9f22ba-12ad-4ed3-8b62-30d656b291d9
memory_id: ec86ffbc-6188-4a10-89dc-bffb12367318
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:06:18.610Z
reason:
  Candidate [5] already captures this information: it states the mobile-design skill loaded 'its complete Mobile Design System documentation' with 'platform-specific considerations' for iOS and Android. The new fact is subsumed by the broader description in [5]. Candidate [2] also covers the iOS/Android implementation details. No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The mobile-design skill documentation includes the Mobile Design System with comprehensive references on iOS and Android design patterns","type":"fact","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: e96014c7-6d6a-4844-8d9b-94c0dc196715
memory_id: ec86ffbc-6188-4a10-89dc-bffb12367318
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:06:18.610Z
reason:
  The exact same information about mandatory reference reading requirements (mobile-design-thinking.md, touch-psychology.md, mobile-performance.md) is already captured in candidate [5], which comprehensively documents the skill's documentation structure including these mandatory references

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The mobile-design skill documentation requires mandatory reference reading: mobile-design-thinking.md, touch-psychology.md, and mobile-performance.md","type":"fact","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: 2adfc16c-7364-48b8-a9b5-d75298bf1a1b
memory_id: ec86ffbc-6188-4a10-89dc-bffb12367318
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:06:18.610Z
reason:
  Candidate [5] already comprehensively covers this fact - it explicitly mentions the Mobile Feasibility & Risk Index (MFRI) framework as part of the mobile-design skill's complete documentation. No new information or update needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The mobile-design skill documentation includes the Mobile Feasibility & Risk Index (MFRI) framework for assessing mobile design decisions","type":"fact","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: e443b47e-6d15-4e1f-8a38-19547b70a58f
memory_id: ec86ffbc-6188-4a10-89dc-bffb12367318
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:06:18.610Z
reason:
  Candidate [2] already captures this fact: 'The mobile-design skill documentation includes platform-specific considerations for iOS and Android implementations.' The new fact is semantically identical (development ≈ implementations). No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The mobile-design skill documentation includes platform-specific considerations for iOS and Android development","type":"fact","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: a602fc48-aede-49f0-ba96-67538bc16e82
memory_id: ec86ffbc-6188-4a10-89dc-bffb12367318
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:06:18.610Z
reason:
  Candidate [3] already captures this fact with more detail: 'performance doctrine describing performance optimization strategies and best practices'. New fact is redundant and fully covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The mobile-design skill documentation includes mobile performance doctrine covering optimization strategies","type":"fact","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: 232d708b-fd91-4443-b535-82b4e45c12ec
memory_id: 2cfa03ac-f1b0-4d17-9410-7ae1c0e29c62
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:07:22.391Z
reason:
  Candidate [4] (ID: 3708106f...) already captures this exact decision: 'Guidance was added to the AGENTS.md file to standardize component selection for dashboard UI development and prevent custom implementations'. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Guidance standardizing component selection should be added to the AGENTS.md file","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: 9c05cfe3-470f-4d96-80b3-48c288cc4e55
memory_id: 2cfa03ac-f1b0-4d17-9410-7ae1c0e29c62
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:07:22.391Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 159 characters]

new_content:
  The component selection guidance specifies that shadcn-svelte alternatives should be preferred over custom implementations

reason:
  New fact is a direct procedural statement of the component selection guidance that candidate [5] describes. Merging into [5] makes it a clear, actionable rule rather than a description of past intent. The new fact has higher confidence (0.9) and is more explicit about the actual guideline.


id: aad4d4e2-e531-4c5d-98ac-d1667fa99d43
memory_id: 2cfa03ac-f1b0-4d17-9410-7ae1c0e29c62
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:07:22.391Z
reason:
  New fact is a direct procedural statement of the component selection guidance that candidate [5] describes. Merging into [5] makes it a clear, actionable rule rather than a description of past intent. The new fact has higher confidence (0.9) and is more explicit about the actual guideline.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"2cfa03ac-f1b0-4d17-9410-7ae1c0e29c62","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":0.85,"fact":{"content":"The component selection guidance specifies that shadcn-svelte alternatives should be preferred over custom implementations","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"2cfa03ac-f1b0-4d17-9410-7ae1c0e29c62","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e1ca10ff-e186-4921-94eb-7156566edc28
memory_id: d5533d07-5ad6-4a46-8f99-86f47288cd92
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:07:22.391Z
actor_type: pipeline
old_content:
  The decision to standardize on shadcn-svelte in AGENTS.md was made to prevent duplication and reduce custom component development efforts in the dashboard

new_content:
  The rationale for standardizing component selection via AGENTS.md is to prevent developers from building custom Svelte components when established shadcn-svelte alternatives already exist

reason:
  New fact is the same rationale as candidate [2], expressed more specifically. It clarifies that the goal is preventing custom Svelte component development when established shadcn-svelte alternatives already exist. Merge to strengthen the rationale entry.


id: 60a992b0-ee21-411e-9729-648e19690780
memory_id: 2cfa03ac-f1b0-4d17-9410-7ae1c0e29c62
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:07:22.392Z
reason:
  New fact is the same rationale as candidate [2], expressed more specifically. It clarifies that the goal is preventing custom Svelte component development when established shadcn-svelte alternatives already exist. Merge to strengthen the rationale entry.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"d5533d07-5ad6-4a46-8f99-86f47288cd92","targetContent":"The decision to standardize on shadcn-svelte in AGENTS.md was made to prevent duplication and reduce custom component development efforts in the dashboard","confidence":0.9,"fact":{"content":"The rationale for standardizing component selection via AGENTS.md is to prevent developers from building custom Svelte components when established shadcn-svelte alternatives already exist","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"d5533d07-5ad6-4a46-8f99-86f47288cd92","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 810752e1-85a6-400e-99d1-9054fd6b8811
memory_id: ce42d4e2-99a2-44e9-9b76-73e63666972c
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:08:22.576Z
reason:
  Candidate 5 already captures this exact session fact with additional context (user context loaded, agent identity, no work performed). The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The signetai repository session started at 14:31 UTC on the main branch","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: 45682c4f-17aa-4802-9a1b-63112d22ea87
memory_id: ce42d4e2-99a2-44e9-9b76-73e63666972c
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:08:22.576Z
reason:
  Candidate [4] already captures this exact procedural detail: 'User context was loaded from Signet memory system including agent identity, project configuration, and active project status.' New fact contains no additional information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"User context including agent identity, project configuration, and active project status was automatically loaded from the Signet memory system at session start","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: 24f182e6-64a5-4569-b302-acab3e2b1ad2
memory_id: ce42d4e2-99a2-44e9-9b76-73e63666972c
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:08:22.576Z
reason:
  Candidate [4] 'No code changes or architectural decisions were made during this session.' already covers this fact comprehensively. The new fact is a minor restatement of the same observation (code work = code changes, decisions already mentioned).

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"No code work or decisions were made during this session window","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: cb3965c5-616a-411b-ac11-3812ed78a113
memory_id: edf62f2b-8865-47d5-8155-5de7802a45f5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:10:17.808Z
reason:
  Existing memory candidate [5] already documents this fact: 'Uses OpenClaw's plugin API pattern: api.registerTool() for tools and api.on() for lifecycle hooks'. The new fact is redundant with this existing, more comprehensive architectural note.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The OpenClaw adapter uses `api.registerTool()` from OpenClaw's plugin API pattern to register tools with the runtime","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: 01f926a6-5c1a-4914-a2a7-887afe1c5c39
memory_id: edf62f2b-8865-47d5-8155-5de7802a45f5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:10:17.808Z
reason:
  Candidate 5 (edf62f2b-8865-47d5-8155-5de7802a45f5) already documents that the OpenClaw adapter uses `api.on()` for lifecycle hooks as part of its plugin API pattern. The new fact is a specific instance of information already captured in that architectural summary.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The OpenClaw adapter uses `api.on()` from OpenClaw's plugin API pattern to register lifecycle hooks","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: 8edbfacb-296c-4a78-af1b-8fba50c85413
memory_id: edf62f2b-8865-47d5-8155-5de7802a45f5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:10:17.808Z
reason:
  Candidates [3] and [5] already capture this fact: HTTP routing to localhost:3850 (configurable) is documented in existing memories. Candidate [3] is a clean, standalone statement of this exact principle. Candidate [5] includes it in OpenClaw-specific architectural findings. The new fact adds minor specificity about the OpenClaw adapter context, but doesn't materially expand on what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"All daemon operations in the OpenClaw adapter route through HTTP to http://localhost:3850, which is a configurable endpoint","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: 987ef4ea-6170-4a55-98b4-d65a15ab4124
memory_id: edf62f2b-8865-47d5-8155-5de7802a45f5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:10:17.808Z
reason:
  Candidate [5] already explicitly documents this fact: 'Session tracking enforces "plugin" runtime path for dedup safety'. The new fact is a restatement/refinement of information already captured in that memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The session tracking system enforces the 'plugin' runtime path for deduplication safety in the OpenClaw adapter","type":"fact","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: c376db19-71a2-4d10-9437-ff96be7298fd
memory_id: edf62f2b-8865-47d5-8155-5de7802a45f5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:10:17.808Z
reason:
  The 5000ms read timeout for HTTP requests to the daemon is already documented in candidate [4] (general HTTP communication timeouts) and candidate [5] (OpenClaw adapter-specific architectural findings). The new fact is a subset of information already captured in these existing memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"HTTP requests from the OpenClaw adapter to the daemon have a read timeout of 5000ms","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: 2c63618d-65b7-4618-8dbb-c49d631708fa
memory_id: edf62f2b-8865-47d5-8155-5de7802a45f5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:10:17.808Z
reason:
  The write timeout of 10000ms for HTTP requests to the daemon is already documented in candidates [4] and [5]. Candidate [4] explicitly states '10000ms write timeout' and candidate [5] includes identical timeout information in architectural findings. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"HTTP requests from the OpenClaw adapter to the daemon have a write timeout of 10000ms","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: 0871a686-ad82-4aac-8110-3922ce28a985
memory_id: e4fb1c82-2dd0-4791-9c9c-66b11141afd0
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:10:17.808Z
actor_type: pipeline
old_content:
  ## OpenClaw Plugin Tool Exploration Session started with user asking what Signet tools are available to OpenClaw through the plugin runtime. The assistant began investigating the OpenClaw adapter implementation located at `packages/adapters/openclaw/src/` to answer this question.

new_content:
  The investigation into the OpenClaw adapter's available tools is incomplete; a full compiled list of available tools has not yet been created

reason:
  New fact directly describes the status of the investigation mentioned in candidate [3]. They are about the same OpenClaw adapter tool exploration task. Merging provides continuity: investigation began → remains incomplete, no full list created yet.


id: f51cddc8-f04c-4492-8a7f-c772cd56822a
memory_id: edf62f2b-8865-47d5-8155-5de7802a45f5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:10:17.809Z
reason:
  New fact directly describes the status of the investigation mentioned in candidate [3]. They are about the same OpenClaw adapter tool exploration task. Merging provides continuity: investigation began → remains incomplete, no full list created yet.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"e4fb1c82-2dd0-4791-9c9c-66b11141afd0","targetContent":"## OpenClaw Plugin Tool Exploration Session started with user asking what Signet tools are available to OpenClaw through the plugin runtime. The assistant began investigating the OpenClaw adapter implementation located at `packages/adapters/openclaw/src/` to answer this question.","confidence":0.85,"fact":{"content":"The investigation into the OpenClaw adapter's available tools is incomplete; a full compiled list of available tools has not yet been created","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"e4fb1c82-2dd0-4791-9c9c-66b11141afd0","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1d9351d0-9bce-4c86-a42e-7d05455d25db
memory_id: 1d65c1ff-20da-4715-bcd6-184f2dac9da7
event: created
new_content: Signet is an open standard for portable AI agent identity with spec version 0.2.1-draft
changed_by: pipeline-v2
reason: No existing memories match this fact
created_at: 2026-02-25T15:15:58.591Z
metadata:
  {"proposedAction":"add","sourceMemoryId":"f11b66de-65f6-43ac-80bf-5c92a966e30a","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: ca53c040-8490-4b57-a958-bbb2b7feb2cc
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
reason: No existing memories match this fact
created_at: 2026-02-25T15:15:58.591Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signet is an open standard for portable AI agent identity with spec version 0.2.1-draft","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":"1d65c1ff-20da-4715-bcd6-184f2dac9da7","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fd20f288-aaa9-4992-a1de-9a4b1ebca709
memory_id: 52ca4eb1-709d-4af1-8ea3-ae5acfd46134
event: updated
old_content: The planned development roadmap for 0.3.x includes wallet authentication
new_content: Signet authentication is built on ERC-8128 wallet-based signatures
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:15:58.592Z
actor_type: pipeline
reason:
  New fact describes current implementation (ERC-8128 wallet signatures) while candidate describes planned wallet auth. The new fact is more specific and current; existing memory should be updated to reflect that wallet authentication is already implemented with ERC-8128, not just planned.


id: a38e5246-a217-4559-bf55-5549bc93b990
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.593Z
reason:
  New fact describes current implementation (ERC-8128 wallet signatures) while candidate describes planned wallet auth. The new fact is more specific and current; existing memory should be updated to reflect that wallet authentication is already implemented with ERC-8128, not just planned.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"52ca4eb1-709d-4af1-8ea3-ae5acfd46134","targetContent":"The planned development roadmap for 0.3.x includes wallet authentication","confidence":0.85,"fact":{"content":"Signet authentication is built on ERC-8128 wallet-based signatures","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":"52ca4eb1-709d-4af1-8ea3-ae5acfd46134","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e97bb016-57d8-4045-af7a-eb2e8c603b2f
memory_id: f9995490-a448-4f64-ae7e-f57a7abcc9c9
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:15:58.593Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 290 characters]

new_content:
  The primary Signet implementation (signetai/) is a bun workspace monorepo located at /home/nicholai/signet/signetai/

reason:
  New fact adds explicit location path (/home/nicholai/signet/signetai/) and 'bun workspace monorepo' designation to existing monorepo structure candidate, making it more complete and location-aware without redundancy


id: ac9ffd4f-a38c-463e-8fc3-560fcf110ec6
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.594Z
reason:
  New fact adds explicit location path (/home/nicholai/signet/signetai/) and 'bun workspace monorepo' designation to existing monorepo structure candidate, making it more complete and location-aware without redundancy

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"f9995490-a448-4f64-ae7e-f57a7abcc9c9","targetContent":"## Monorepo Structure (~/signetai)\n\n```\npackages/\n├── cli/     # @signet/cli - signet init/status/migrate/search\n├── core/    # @signet/core - database, types, search\n├── sdk/     # @signet/sdk - integration SDK + React components\n└── daemon/  # @signet/daemon - background file watcher\n```","confidence":0.9,"fact":{"content":"The primary Signet implementation (signetai/) is a bun workspace monorepo located at /home/nicholai/signet/signetai/","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":"f9995490-a448-4f64-ae7e-f57a7abcc9c9","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bda0767a-d772-4983-9786-d996e5c6840d
memory_id: ea79fd89-710d-45bf-b332-8e5568e34743
event: updated
new_content: Signet daemon runs on port 3850 by default
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:15:58.594Z
actor_type: pipeline
old_content:
  All daemon operations communicate through HTTP to http://localhost:3850, where the port is configurable

reason:
  New fact directly complements existing memory about daemon HTTP communication. Should merge to clarify that 3850 is the default port (emphasizing 'default' as explicit context) while retaining the configurability note.


id: f5004ac7-652a-436e-aa07-32be9851c2ae
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.594Z
reason:
  New fact directly complements existing memory about daemon HTTP communication. Should merge to clarify that 3850 is the default port (emphasizing 'default' as explicit context) while retaining the configurability note.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"ea79fd89-710d-45bf-b332-8e5568e34743","targetContent":"All daemon operations communicate through HTTP to http://localhost:3850, where the port is configurable","confidence":0.95,"fact":{"content":"Signet daemon runs on port 3850 by default","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":"ea79fd89-710d-45bf-b332-8e5568e34743","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d427435e-baaa-4b1a-b2f2-b7fc68796456
memory_id: 4977fe0c-164d-4e63-8acf-8aafce5da87b
event: created
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.594Z
new_content:
  All user data in Signet is stored at ~/.agents/ including agent.yaml, AGENTS.md, SOUL.md, IDENTITY.md, USER.md, MEMORY.md, and agent.db

reason:
  New fact is accurate and specific about Signet's current data structure at ~/.agents/. Candidate [1] refers to a different project structure (myopenagent with agent/ subdirectory). Candidate [2] is incomplete/potentially misleading (mentions files exist at ~/.agents/ but 'don't match' accessible versions, which obscures the connector sync mechanism). New fact deserves independent storage as clear reference documentation.

metadata:
  {"proposedAction":"add","sourceMemoryId":"f11b66de-65f6-43ac-80bf-5c92a966e30a","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 998799f3-f993-4fef-86b4-6415c19cac97
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.594Z
reason:
  New fact is accurate and specific about Signet's current data structure at ~/.agents/. Candidate [1] refers to a different project structure (myopenagent with agent/ subdirectory). Candidate [2] is incomplete/potentially misleading (mentions files exist at ~/.agents/ but 'don't match' accessible versions, which obscures the connector sync mechanism). New fact deserves independent storage as clear reference documentation.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"All user data in Signet is stored at ~/.agents/ including agent.yaml, AGENTS.md, SOUL.md, IDENTITY.md, USER.md, MEMORY.md, and agent.db","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":"4977fe0c-164d-4e63-8acf-8aafce5da87b","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 884ca847-2f7c-4f1e-bae6-2b7785d1c30d
memory_id: 18663d23-ccaa-4fb1-9393-55e5a6bd3669
event: deleted
changed_by: pipeline-v2
metadata: {"force":false,"ifVersion":null}
created_at: 2026-02-25T15:15:58.594Z
actor_type: pipeline
old_content:
  The package manager fallback order in Signetai prioritizes npm over bun, which conflicts with the project standard of using bun as the primary package manager

reason:
  Candidate [2] directly contradicts the new fact and the established project standard documented in CLAUDE.md. The statement that npm is prioritized is invalid. The new fact is well-established across all project guidelines and should replace this incorrect memory.


id: 8970124e-587e-4203-b919-c61e56bd2376
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.594Z
reason:
  Candidate [2] directly contradicts the new fact and the established project standard documented in CLAUDE.md. The statement that npm is prioritized is invalid. The new fact is well-established across all project guidelines and should replace this incorrect memory.

metadata:
  {"shadow":false,"proposedAction":"delete","targetMemoryId":"18663d23-ccaa-4fb1-9393-55e5a6bd3669","targetContent":"The package manager fallback order in Signetai prioritizes npm over bun, which conflicts with the project standard of using bun as the primary package manager","confidence":0.95,"fact":{"content":"Signet uses bun as the package manager across all packages","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":"18663d23-ccaa-4fb1-9393-55e5a6bd3669","dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4c7288c9-c3d4-4963-b04f-e509b65fffcc
memory_id: 2ec3c3b7-2a0e-492f-b314-7ca36aa47c0b
event: created
new_content: Signet uses Biome for linting and formatting with no biome.json config file (uses defaults)
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.594Z
reason:
  New fact documents a design decision for the main signetai workspace (no biome.json, uses defaults), while existing candidates [2-4] document errors in reference/supermemory packages. These are related to Biome but address different scopes and purposes—one is architectural guidance, the others are reference package issues. Worth storing separately as a standalone principle.

metadata:
  {"proposedAction":"add","sourceMemoryId":"f11b66de-65f6-43ac-80bf-5c92a966e30a","decisionConfidence":0.8,"factConfidence":0.95,"extractionModel":"haiku"}


id: fb34b991-0e5d-4898-a6cf-fb122a22f8bb
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.594Z
reason:
  New fact documents a design decision for the main signetai workspace (no biome.json, uses defaults), while existing candidates [2-4] document errors in reference/supermemory packages. These are related to Biome but address different scopes and purposes—one is architectural guidance, the others are reference package issues. Worth storing separately as a standalone principle.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.8,"fact":{"content":"Signet uses Biome for linting and formatting with no biome.json config file (uses defaults)","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":"2ec3c3b7-2a0e-492f-b314-7ca36aa47c0b","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: df530107-5f95-4615-9578-577e99f703d3
memory_id: a1adc25c-d1b4-411a-832e-f5eedff9567c
event: created
new_content: Signet follows conventional commit style (feat:, fix:, docs:, etc.) for commit messages
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.595Z
reason:
  New procedural fact about commit style conventions. Candidate [3] relates to parsing these commits for changelog generation (specific task), not the general procedure itself. This deserves its own standalone memory for easy reference during development and code review.

metadata:
  {"proposedAction":"add","sourceMemoryId":"f11b66de-65f6-43ac-80bf-5c92a966e30a","decisionConfidence":0.92,"factConfidence":0.95,"extractionModel":"haiku"}


id: 4efb9628-3035-42d1-ba34-4b715341ef7f
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.595Z
reason:
  New procedural fact about commit style conventions. Candidate [3] relates to parsing these commits for changelog generation (specific task), not the general procedure itself. This deserves its own standalone memory for easy reference during development and code review.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Signet follows conventional commit style (feat:, fix:, docs:, etc.) for commit messages","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":"a1adc25c-d1b4-411a-832e-f5eedff9567c","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bbe28cea-d5bf-4aff-98b2-d261e6716a9d
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.595Z
reason:
  This architectural fact (SQLite + FTS5 + hybrid search) is already comprehensively documented in CLAUDE.md under @signet/core description and does not need duplication in memory. The existing candidates [2], [3], [4] cover the practical implementation details of this architecture. New memories should focus on transient, context-dependent information rather than foundational architecture already in version-controlled docs.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Signet core uses SQLite as the database with FTS5 and hybrid (vector + keyword) search capabilities","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6a593d2f-8377-4f49-a7a3-4a8b02ea407d
memory_id: 0bc80ab8-1384-45a3-a234-1b80e5bec5cd
event: created
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.595Z
new_content:
  Signet memory extraction pipeline at packages/daemon/src/pipeline/ uses Ollama with model qwen3:4b by default

reason:
  New fact specifies the LLM model (qwen3:4b) for the daemon's memory extraction pipeline (packages/daemon/src/pipeline/). Candidate [3] covers the ingestion pipeline in packages/core/src/ingest/, which is a different component. This new fact adds specific model configuration details not covered elsewhere.

metadata:
  {"proposedAction":"add","sourceMemoryId":"f11b66de-65f6-43ac-80bf-5c92a966e30a","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: 0771e2ad-dfb9-4f25-80f0-2303a41d2d4f
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.595Z
reason:
  New fact specifies the LLM model (qwen3:4b) for the daemon's memory extraction pipeline (packages/daemon/src/pipeline/). Candidate [3] covers the ingestion pipeline in packages/core/src/ingest/, which is a different component. This new fact adds specific model configuration details not covered elsewhere.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Signet memory extraction pipeline at packages/daemon/src/pipeline/ uses Ollama with model qwen3:4b by default","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":"0bc80ab8-1384-45a3-a234-1b80e5bec5cd","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5d1e6841-7dc3-4b62-8a34-412384c19a67
memory_id: ee72deef-eaeb-4b97-b47c-629cece9f722
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:15:58.595Z
actor_type: pipeline
old_content:
  The Signet dashboard (packages/cli/dashboard) is built with Svelte 5, Tailwind v4, bits-ui, CodeMirror 6, and 3d-force-graph

new_content:
  Signet dashboard is built with Svelte 5 + Tailwind v4 + bits-ui + CodeMirror 6 + 3d-force-graph as static files served by daemon at /

reason:
  New fact is a refinement of candidate [5], adding the deployment detail (static files served at /). Merge: 'The Signet dashboard (packages/cli/dashboard) is built with Svelte 5, Tailwind v4, bits-ui, CodeMirror 6, and 3d-force-graph. Built to static files, served by daemon at /'


id: 6633942d-8976-4148-b7b3-6dbc91eb4b10
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.595Z
reason:
  New fact is a refinement of candidate [5], adding the deployment detail (static files served at /). Merge: 'The Signet dashboard (packages/cli/dashboard) is built with Svelte 5, Tailwind v4, bits-ui, CodeMirror 6, and 3d-force-graph. Built to static files, served by daemon at /'

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"ee72deef-eaeb-4b97-b47c-629cece9f722","targetContent":"The Signet dashboard (packages/cli/dashboard) is built with Svelte 5, Tailwind v4, bits-ui, CodeMirror 6, and 3d-force-graph","confidence":0.95,"fact":{"content":"Signet dashboard is built with Svelte 5 + Tailwind v4 + bits-ui + CodeMirror 6 + 3d-force-graph as static files served by daemon at /","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":"ee72deef-eaeb-4b97-b47c-629cece9f722","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 64170034-fa07-414c-b319-8ccf66bbf6bb
memory_id: bf5ce8e9-e943-443c-ba7b-a897bbf852c1
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:15:58.595Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 291 characters]

new_content:
  All Signet dashboard UI work must use components from shadcn-svelte (https://www.shadcn-svelte.com) rather than custom implementations

reason:
  New fact establishes the definitive policy that candidate [5] was requesting. Both are about enforcing shadcn-svelte use for all dashboard UI work. Updating consolidates this into a clear, actionable principle rather than keeping it as a request.


id: 93183a00-d32a-4b3d-aec3-bb600269f5d4
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.595Z
reason:
  New fact establishes the definitive policy that candidate [5] was requesting. Both are about enforcing shadcn-svelte use for all dashboard UI work. Updating consolidates this into a clear, actionable principle rather than keeping it as a request.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"bf5ce8e9-e943-443c-ba7b-a897bbf852c1","targetContent":"## Dashboard UI Component Standards User requested adding guidance to AGENTS.md to enforce the use of shadcn-svelte components for all dashboard UI work. The session involved retrieving shadcn-svelte documentation from the LLMs reference and reading the current AGENTS.md configuration file.","confidence":0.9,"fact":{"content":"All Signet dashboard UI work must use components from shadcn-svelte (https://www.shadcn-svelte.com) rather than custom implementations","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":"bf5ce8e9-e943-443c-ba7b-a897bbf852c1","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1c4a2891-654d-47c4-bd95-a54d0923719d
memory_id: 689991f3-df2c-4390-b181-cbc677a04dbb
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:15:58.595Z
actor_type: pipeline
old_content:
  The Astro website at signetai-web/ is deployed to Cloudflare Pages via wrangler and was previously configured for automatic deployment on every push to main

new_content:
  Signet marketing website (signetai-web/) is built with Astro + Starlight and deployed to Cloudflare Pages

reason:
  New fact adds Starlight detail to existing memory about signetai-web/ deployment. Candidate [2] already covers Astro + Cloudflare Pages; merging to include Starlight framework specification.


id: 486c3897-1de3-42bf-aa3b-6e6a8e491cca
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.596Z
reason:
  New fact adds Starlight detail to existing memory about signetai-web/ deployment. Candidate [2] already covers Astro + Cloudflare Pages; merging to include Starlight framework specification.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"689991f3-df2c-4390-b181-cbc677a04dbb","targetContent":"The Astro website at signetai-web/ is deployed to Cloudflare Pages via wrangler and was previously configured for automatic deployment on every push to main","confidence":0.95,"fact":{"content":"Signet marketing website (signetai-web/) is built with Astro + Starlight and deployed to Cloudflare Pages","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":"689991f3-df2c-4390-b181-cbc677a04dbb","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d4807203-bb9f-4a90-85d5-c4a54a3f25ff
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.596Z
reason:
  Fact is already documented in existing memories: USER.md (role, timezone) and SOUL.md sections are loaded in context

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai (user) is a developer, AI researcher, and artist in timezone America/Denver","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 69b687cb-ab80-47dc-b13c-978117d3dfaa
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.596Z
reason:
  Candidate [2] (ID: 7e97959a-108d-4a5f-bb5f-0478b5f58d6e) already captures this exact preference as rationale: 'Manual website deployment was chosen over automatic CI/CD deployment because Nicholai requires explicit control and intentionality over when the website goes live.' The new fact is a direct restatement of this existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai prefers manual control over website deployments rather than auto-deployment","type":"preference","confidence":0.85},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 36ddf90d-6f26-46db-ad13-d1cad27ddf7b
memory_id: ca9f1a7e-3461-42d9-a33f-d6b293651aff
event: created
new_content: Hard rule: Never delete production database without backup first
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.596Z
reason:
  Critical procedural safety rule with no matching candidate. Existing memories cover architecture, cache invalidation, git commits, and issue management - none address database deletion safety. This rule deserves dedicated storage to prevent data loss.

metadata:
  {"proposedAction":"add","sourceMemoryId":"f11b66de-65f6-43ac-80bf-5c92a966e30a","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 80846a26-8b63-46f8-afde-ed4aae9083c7
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.596Z
reason:
  Critical procedural safety rule with no matching candidate. Existing memories cover architecture, cache invalidation, git commits, and issue management - none address database deletion safety. This rule deserves dedicated storage to prevent data loss.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Hard rule: Never delete production database without backup first","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":"ca9f1a7e-3461-42d9-a33f-d6b293651aff","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8f4d4a01-fa7d-4ed9-b188-ce8209669b7a
memory_id: 2abe6d6a-a173-4001-b434-3ef91da9332b
event: created
new_content: Hard rule: Do not delegate UI work to subagents - implement directly
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.596Z
reason:
  Hard rule about UI delegation is not covered by existing memories. Should be stored as a new pinned rule for consistent enforcement.

metadata:
[cell repeats an earlier one in this file: 154 characters]


id: 26c1ef62-7638-4908-b97f-ad7468151493
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.596Z
reason:
  Hard rule about UI delegation is not covered by existing memories. Should be stored as a new pinned rule for consistent enforcement.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Hard rule: Do not delegate UI work to subagents - implement directly","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":"2abe6d6a-a173-4001-b434-3ef91da9332b","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a7af7857-0cec-451b-97ae-7c9806339d34
memory_id: 753ca5c8-94a3-478c-a591-853f18fec828
event: updated
new_content: Signet agent profile location is ~/.agents/ not ~/.signet/
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:15:58.596Z
actor_type: pipeline
old_content:
  Signet source files are located at `~/.agents/` but do not match the files accessible to Claude Code and OpenCode systems

reason:
  New fact clarifies and supersedes the existing candidate. The agent profile location is definitively ~/.agents/ (not ~/.signet/). Should replace the confused/contradictory phrasing about 'not matching' files accessible to Claude Code/OpenCode systems.


id: 7dddd3dd-7b12-4247-a451-929002be2368
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.597Z
reason:
  New fact clarifies and supersedes the existing candidate. The agent profile location is definitively ~/.agents/ (not ~/.signet/). Should replace the confused/contradictory phrasing about 'not matching' files accessible to Claude Code/OpenCode systems.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"753ca5c8-94a3-478c-a591-853f18fec828","targetContent":"Signet source files are located at `~/.agents/` but do not match the files accessible to Claude Code and OpenCode systems","confidence":0.95,"fact":{"content":"Signet agent profile location is ~/.agents/ not ~/.signet/","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":"753ca5c8-94a3-478c-a591-853f18fec828","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 06370b7b-31f3-4a7c-8084-a8b84bb2e41d
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.597Z
reason:
  This procedural rule is already explicitly documented in the user's CLAUDE.md instructions under 'Operational Settings > External actions' and should not be duplicated in persistent memory per memory guidelines that state 'Anything that duplicates or contradicts existing CLAUDE.md instructions' should not be saved. The principle is anchored in durable documentation rather than transient memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Always ask before taking external or public-facing actions (emails, messages, deployments, posts)","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8b30a604-c79d-4a69-8740-b56082d46b96
memory_id: c1632fbe-5b58-44a2-9a04-5e797974cef6
event: created
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.597Z
new_content:
  Build order for bun run build is: build:core → build:connector-base → build:deps (parallel) → build:signetai

reason:
  New fact is Signetai-specific build order (build:core → build:connector-base → build:deps parallel → build:signetai), while existing candidate covers a different project (engage). Worth capturing for quick reference across sessions.

metadata:
  {"proposedAction":"add","sourceMemoryId":"f11b66de-65f6-43ac-80bf-5c92a966e30a","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"haiku"}


id: b9c02fa0-64d2-4062-9b55-eac3e602efe4
memory_id: f11b66de-65f6-43ac-80bf-5c92a966e30a
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:15:58.597Z
reason:
  New fact is Signetai-specific build order (build:core → build:connector-base → build:deps parallel → build:signetai), while existing candidate covers a different project (engage). Worth capturing for quick reference across sessions.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Build order for bun run build is: build:core → build:connector-base → build:deps (parallel) → build:signetai","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":20,"entityCount":10,"createdMemoryId":"c1632fbe-5b58-44a2-9a04-5e797974cef6","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1f972d19-79d8-4a59-b782-c8034709374f
memory_id: b535cb36-8c00-4662-baea-502a3604cb5e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:16:51.606Z
reason:
  Candidate [5] already contains this exact information: 'Ingest Pipeline Refactoring in progress at packages/core/src/ingest/' as part of active project status

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Ingest Pipeline Refactoring project is currently in progress at packages/core/src/ingest/","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 51bb3282-d90e-4c3f-8217-eebeb648ef8c
memory_id: b535cb36-8c00-4662-baea-502a3604cb5e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:16:51.606Z
reason:
  Candidate [4] already documents dashboard development status at packages/cli/dashboard with additional technical details (Svelte 5 + Tailwind v4). New fact is fully subsumed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Dashboard development is currently active at packages/cli/dashboard","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8b36885c-aa17-47d4-8cb1-e72c86a48076
memory_id: b535cb36-8c00-4662-baea-502a3604cb5e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:16:51.606Z
reason:
  This fact is already comprehensively covered by candidate #4 (ee72deef-eaeb-4b97-b47c-629cece9f722), which specifies the dashboard uses Svelte 5 + Tailwind v4 plus additional tech details (bits-ui, CodeMirror 6, 3d-force-graph). No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The dashboard in packages/cli/dashboard uses Svelte 5 and Tailwind v4 for development","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d0a431c5-ddba-41a1-9e1b-d22a80a3da3d
memory_id: c70b1fa1-cae3-47cd-b5eb-a5bca5b1dfbd
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:17:48.506Z
actor_type: pipeline
old_content:
  The SessionStart hook successfully loads Signet agent configuration including memory database and identity files at session initialization

new_content:
  Signet daemon session initialization loads project context, memory artifacts, and identity configuration from the ~/.agents/ directory

reason:
  New fact refines existing procedural memory [3] with greater specificity about ~/.agents/ directory as the source and clearer terminology (project context, memory artifacts) describing the same session initialization pattern


id: caeee15a-6a3f-4274-990e-4bc9e180a5f5
memory_id: b4ae5757-bcaa-414e-9288-83f9139d8ba7
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:17:48.507Z
reason:
  New fact refines existing procedural memory [3] with greater specificity about ~/.agents/ directory as the source and clearer terminology (project context, memory artifacts) describing the same session initialization pattern

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"c70b1fa1-cae3-47cd-b5eb-a5bca5b1dfbd","targetContent":"The SessionStart hook successfully loads Signet agent configuration including memory database and identity files at session initialization","confidence":0.85,"fact":{"content":"Signet daemon session initialization loads project context, memory artifacts, and identity configuration from the ~/.agents/ directory","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"c70b1fa1-cae3-47cd-b5eb-a5bca5b1dfbd","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e7b161e7-599d-4b98-b9f5-fa965223d7a1
memory_id: b4ae5757-bcaa-414e-9288-83f9139d8ba7
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:17:48.507Z
reason:
  Candidate [1] already establishes that signetai is a bun workspace monorepo. The new fact about modular packages and daemon component is already well-documented in project CLAUDE.md files and is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signet is a monorepo project (signetai) with modular packages including a daemon component","type":"fact","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: 3043f9f3-cd54-4da5-9f6d-de60527b8ab5
memory_id: 67634173-4f1f-45a0-ae7c-2af429d330f9
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:19:08.422Z
reason:
  Candidate #1 already captures this exact information: 'utility extraction tasks are part of the Signet ingest pipeline refactoring effort to eliminate code duplication and standardize LLM provider integration.' The new fact restates the same scope without adding new details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The Ingest Pipeline Refactoring work item involves extracting common utilities and standardizing LLM provider integration across the Signetai ingest pipeline","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: 7c80d319-30a2-441f-bef8-d5e5f3a2c452
memory_id: 67634173-4f1f-45a0-ae7c-2af429d330f9
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:19:08.422Z
reason:
  Candidate [5] already explicitly covers this fact: 'ProtonMail MCP Server Setup—completed, awaiting Claude Code session restart' is mentioned as an active project context item. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"ProtonMail MCP Server Setup has been completed but awaits a Claude Code session restart to activate the MCP integration","type":"decision","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: 8d9114ae-b35d-491e-a339-560bdff6255b
memory_id: 42829efe-4745-407f-ba42-6e8ea8613bbc
event: created
changed_by: pipeline-v2
created_at: 2026-02-25T15:19:08.423Z
new_content:
  Ingestion Pipeline PR #25 cherry-pick has had fixes applied to chat parsers, database interfaces, and PDF/Slack parsers, with a migration script pending creation and testing

reason:
  New fact documents PR #25 cherry-pick status (fixes applied, migration pending). Candidates cover related but distinct topics: Candidate 1 is about planned chat utilities refactoring architecture, Candidate 2 is about DB access patterns. None directly capture this PR status information.

metadata:
  {"proposedAction":"add","sourceMemoryId":"67634173-4f1f-45a0-ae7c-2af429d330f9","decisionConfidence":0.85,"factConfidence":0.85,"extractionModel":"haiku"}


id: c9cc0dc1-250b-4a00-966f-c443cb249230
memory_id: 67634173-4f1f-45a0-ae7c-2af429d330f9
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:19:08.423Z
reason:
  New fact documents PR #25 cherry-pick status (fixes applied, migration pending). Candidates cover related but distinct topics: Candidate 1 is about planned chat utilities refactoring architecture, Candidate 2 is about DB access patterns. None directly capture this PR status information.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Ingestion Pipeline PR #25 cherry-pick has had fixes applied to chat parsers, database interfaces, and PDF/Slack parsers, with a migration script pending creation and testing","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":"42829efe-4745-407f-ba42-6e8ea8613bbc","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 94444d44-2ce7-45d1-9a4f-df17b00a8616
memory_id: 67634173-4f1f-45a0-ae7c-2af429d330f9
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:19:08.423Z
reason:
  Candidate #5 (ID: 67634173...) already captures this exact fact in detail: it explicitly lists the three ongoing work items (Ingest Pipeline Refactoring, ProtonMail MCP Server Setup, Ingestion Pipeline PR #25) and states that no progress was made on any of them during the session. The new fact is a more abstract version of information already fully documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Three ongoing work items from previous sessions were recognized but no progress was made on any of them during the current session","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: 87425bcb-df48-4d94-939e-c92f7753812e
memory_id: 4beb4ac7-81a2-431d-9b9d-a31f2805ab0f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:20:42.362Z
reason:
  Candidate [1] already captures this fact with near-identical specificity: 'Rust-based cross-attention model that trains locally on each user's memory-session interactions.' The 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":"The Signet Predictive Memory Scorer is a Rust-based cross-attention model that trains locally on each user's memory-session interactions","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: 82586343-f15d-40d0-b39c-59a319db0e25
memory_id: 4beb4ac7-81a2-431d-9b9d-a31f2805ab0f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:20:42.362Z
reason:
  New fact is already covered by candidate [3], which explicitly states the Predictive Memory Scorer's purpose as predicting which memories to surface, along with architectural details (Rust-based, cross-attention model, local training). No additional information requires a new memory or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The Signet Predictive Memory Scorer's purpose is to predict which memories should be surfaced to the user in the memory pipeline","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: 0216d707-3451-485d-8e77-62df21bcb503
memory_id: 4beb4ac7-81a2-431d-9b9d-a31f2805ab0f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:20:42.362Z
reason:
  Existing candidates [2], [4], and [5] already comprehensively capture this fact. Candidate [4] is particularly explicit: 'trains locally with no cloud infrastructure or shared weights.' The new fact is a restatement of core architectural principle already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet Predictive Memory Scorer trains locally on individual user data rather than using a centralized global model","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: 87115fa9-d202-494c-a5e3-e5bf6769ef35
memory_id: 4beb4ac7-81a2-431d-9b9d-a31f2805ab0f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:20:42.363Z
reason:
  Candidate [4] already comprehensively covers this fact - it explicitly describes the Predictive Memory Scorer as a north-star component and documents its architecture (Rust-based cross-attention model trained on user memory-session interactions). The new fact is subsumed by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet Predictive Memory Scorer is designated as a north-star (strategic priority) component in the memory pipeline architecture","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: 564ffc66-7737-4720-bfcd-d09c63218932
memory_id: c65f5d0c-386c-4320-b4c3-bdc085c587d4
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:20:42.363Z
actor_type: pipeline
old_content:
  The predictive-memory-scorer.md captures this elegantly: a per-user model trained on interaction history that learns what makes memories relevant, what temporal patterns matter, and which memories actually helped. Critically, this model trains locally with no cloud infrastructure or shared weights.

new_content:
  Local per-user training was chosen for the Predictive Memory Scorer to enable personalized memory prediction and adaptation to individual memory-session interaction patterns

reason:
  New fact provides explicit rationale for local per-user training design choice (personalization + adaptation to interaction patterns). Candidate 5 already describes the local training approach but lacks the motivational framing. Merging adds completeness by capturing both implementation and design rationale.


id: e5002cde-90ec-453b-a596-4c71ce8e9541
memory_id: 4beb4ac7-81a2-431d-9b9d-a31f2805ab0f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:20:42.365Z
reason:
  New fact provides explicit rationale for local per-user training design choice (personalization + adaptation to interaction patterns). Candidate 5 already describes the local training approach but lacks the motivational framing. Merging adds completeness by capturing both implementation and design rationale.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"c65f5d0c-386c-4320-b4c3-bdc085c587d4","targetContent":"The predictive-memory-scorer.md captures this elegantly: a per-user model trained on interaction history that learns what makes memories relevant, what temporal patterns matter, and which memories actually helped. Critically, this model trains locally with no cloud infrastructure or shared weights.","confidence":0.88,"fact":{"content":"Local per-user training was chosen for the Predictive Memory Scorer to enable personalized memory prediction and adaptation to individual memory-session interaction patterns","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"c65f5d0c-386c-4320-b4c3-bdc085c587d4","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: dff36f0c-4f5c-40ca-a957-90ac8c9451c1
memory_id: 0d3ac915-7cf3-4aff-9e97-5bf8e50d8451
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:22:22.132Z
reason:
  Existing memory [3] (ID: 0d3ac915-7cf3-4aff-9e97-5bf8e50d8451) already explicitly documents RRF ranking fusion as a key decision and contrasts it with linear blending. The new fact is fully covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"RRF (Reciprocal Rank Fusion) ranking fusion is used instead of linear blending for combining ranked results","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: 0ea368fd-53e4-4498-95e9-cfd2d948eec1
memory_id: 0d3ac915-7cf3-4aff-9e97-5bf8e50d8451
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:22:22.133Z
reason:
  Candidate [5] already covers this fact explicitly: 'NDCG-based success tracking where the predictor earns its influence by proving it beats the baseline'. The new fact restates an existing key decision already documented in the preferences.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"0d3ac915-7cf3-4aff-9e97-5bf8e50d8451","targetContent":"Key decisions: RRF ranking fusion (not linear blending), NDCG-based success tracking where the predictor earns its influence by proving it beats the baseline, listwise ranking loss, real-time agent preference signals (unicode + JSON tag), and a session_memories join table prerequisite (currently missing from the codebase).","confidence":0.95,"fact":{"content":"NDCG (Normalized Discounted Cumulative Gain) is used as the success metric for tracking ranking predictor performance","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: 0899f153-d139-44c0-8061-caeee78ce5ee
memory_id: 0d3ac915-7cf3-4aff-9e97-5bf8e50d8451
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:22:22.133Z
reason:
  Candidate [4] already explicitly captures this concept: 'NDCG-based success tracking where the predictor earns its influence by proving it beats the baseline.' The new fact is a restatement of existing memory content.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The ranking predictor earns influence over results by demonstrating it outperforms the baseline, evaluated via NDCG","type":"rationale","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: 7c4f6b6a-9e66-4784-9331-2ba279a848fc
memory_id: 0d3ac915-7cf3-4aff-9e97-5bf8e50d8451
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:22:22.133Z
reason:
  Listwise ranking loss is already documented in candidate [4] as a key decision for the Predictive Memory Scorer training objective. 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":"Listwise ranking loss is used as the training objective for the ranking predictor model","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: 3db332c4-02bd-42fd-96b7-4cd37a0d24af
memory_id: 0d3ac915-7cf3-4aff-9e97-5bf8e50d8451
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:22:22.133Z
actor_type: pipeline
old_content:
  Key decisions: RRF ranking fusion (not linear blending), NDCG-based success tracking where the predictor earns its influence by proving it beats the baseline, listwise ranking loss, real-time agent preference signals (unicode + JSON tag), and a session_memories join table prerequisite (currently missing from the codebase).

new_content:
  Real-time agent preference signals are captured using unicode characters and JSON tags as the encoding format

reason:
  New fact directly refines the existing preference entry about real-time agent preference signals. The new fact specifies the encoding mechanism (unicode characters and JSON tags) for what's already documented as a key decision. Merge these for a more complete record.


id: cc93cc91-4ee7-4f19-b3fa-52a0cc98f69f
memory_id: 0d3ac915-7cf3-4aff-9e97-5bf8e50d8451
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:22:22.134Z
reason:
  New fact directly refines the existing preference entry about real-time agent preference signals. The new fact specifies the encoding mechanism (unicode characters and JSON tags) for what's already documented as a key decision. Merge these for a more complete record.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"0d3ac915-7cf3-4aff-9e97-5bf8e50d8451","targetContent":"Key decisions: RRF ranking fusion (not linear blending), NDCG-based success tracking where the predictor earns its influence by proving it beats the baseline, listwise ranking loss, real-time agent preference signals (unicode + JSON tag), and a session_memories join table prerequisite (currently missing from the codebase).","confidence":0.92,"fact":{"content":"Real-time agent preference signals are captured using unicode characters and JSON tags as the encoding format","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":"0d3ac915-7cf3-4aff-9e97-5bf8e50d8451","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 89ae7d3c-0b05-434a-9d93-31f2f1da8ee1
memory_id: 0d3ac915-7cf3-4aff-9e97-5bf8e50d8451
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:22:22.134Z
reason:
  Candidate [1] already contains this exact fact as part of the key architectural decisions for the ranking system. The session_memories join table prerequisite is documented there with the same context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The session_memories join table is a required prerequisite for the ranking system but is currently missing from the codebase","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: 22824ff8-f205-4c4d-b738-f3316ad1b352
memory_id: 5b49778e-ae07-448c-bf20-ad09fdcd87a1
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:23:37.276Z
reason:
  Candidate [4] already documents this fact explicitly: 'Plan includes 8 delegated agents with explicit acceptance criteria.' The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The predictive memory scorer plan includes 8 delegated agents, each with explicit acceptance criteria","type":"decision","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: 86d65ca9-c906-4a2a-a187-74bae7a52c0f
memory_id: 5b49778e-ae07-448c-bf20-ad09fdcd87a1
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:23:37.276Z
reason:
  New fact is already captured in candidate [5], which explicitly states 'ACAN reference cloned to references/acan/'. No additional memory needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"ACAN reference code has been cloned to the references/acan/ directory","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: 5ed9cf74-36c6-4f68-aca9-5251905ac61f
memory_id: 5b49778e-ae07-448c-bf20-ad09fdcd87a1
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:23:37.276Z
reason:
  Candidate [3] already captures this exact information: 'Memory-R1 paper analyzed (no public code)'. The new fact is redundant with existing memory content.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Memory-R1 paper has been analyzed for the predictive memory scorer plan and does not have publicly available code","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: 753c6ed8-db7b-463f-a094-5cc84cdac7ac
memory_id: dc156795-3ecb-43d7-86e7-a0ff8d6ed902
event: created
new_content: The predictive memory scorer plan is documented at docs/wip/predictive-memory-scorer.md
changed_by: pipeline-v2
created_at: 2026-02-25T15:23:37.277Z
reason:
  New fact provides specific file location/path for predictive memory scorer documentation. Existing candidates [3-5] cover the concept, vision, and gap analysis, but none store the concrete path. This is actionable reference information worth capturing separately.

metadata:
  {"proposedAction":"add","sourceMemoryId":"5b49778e-ae07-448c-bf20-ad09fdcd87a1","decisionConfidence":0.85,"factConfidence":0.95,"extractionModel":"haiku"}


id: f9e28c45-bf72-4f06-8721-1d19b875b891
memory_id: 5b49778e-ae07-448c-bf20-ad09fdcd87a1
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:23:37.277Z
reason:
  New fact provides specific file location/path for predictive memory scorer documentation. Existing candidates [3-5] cover the concept, vision, and gap analysis, but none store the concrete path. This is actionable reference information worth capturing separately.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The predictive memory scorer plan is documented at docs/wip/predictive-memory-scorer.md","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":"dc156795-3ecb-43d7-86e7-a0ff8d6ed902","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3e30ce1d-a3fc-4caa-bbd9-06a8af748d9f
memory_id: a94f48d1-ad74-4bc4-bb7c-a32dbc6aa6ad
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:24:08.314Z
reason:
  Existing memories [2] and [3] already capture this exact north star definition: 'the difference between a tool that remembers and a mind that persists.' The new fact restates the same concept with slightly different framing (emphasizing 'persistent identity and continuity') but adds no new semantic content.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Signet's north star feature is conceptualized as 'the difference between a tool that remembers and a mind that persists', representing the core architectural vision of achieving persistent identity and continuity rather than mere information retention","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":1,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 499a1189-605e-4e17-8e3c-0ddfec0b6d40
memory_id: 751bf9ac-a028-4e2c-a6b9-4f5afb2926a1
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:24:59.558Z
reason:
  Candidate [3] directly describes this exact concept: Signet's core mechanism as 'a memory prediction algorithm that learns to surface the most relevant memories based on context, sentiment, and moment.' The new fact is a condensed restatement of existing memory with no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signet's core mechanism is a memory prediction algorithm that learns to identify and surface the most relevant memories based on available context","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":2,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c7faaf6a-f5dd-4e95-829b-a2980d41a3d8
memory_id: 751bf9ac-a028-4e2c-a6b9-4f5afb2926a1
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:24:59.559Z
reason:
  Candidate #3 (751bf9ac...) already captures the core concept: the memory prediction algorithm learns to surface memories based on context, sentiment, and moment. The new fact restates these three factors in more explicit/structured form, but the information is already present in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The Signet memory prediction algorithm determines memory relevance by considering three key factors: (1) context, (2) sentiment, and (3) moment/temporal context","type":"procedural","confidence":0.8},"extractionModel":"haiku","factCount":2,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f519f02c-03c1-4ef2-b828-09c38a856528
memory_id: 6f6af659-333c-4417-b165-d65d5c7847e7
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:25:46.626Z
reason:
  Candidate [3] already captures this exact concept: 'The conversation framed Signet not as a static memory system but as an inference engine that predicts optimal recall strategies.' New fact is a restatement of the core reconceptualization already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Signet is being reconceptualized from a static memory system to an inference engine that predicts optimal recall strategies for each user","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":2,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 54e40ab0-56ed-48ee-a180-9e2885a4766f
memory_id: 6f6af659-333c-4417-b165-d65d5c7847e7
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:25:46.627Z
reason:
  New fact is already captured in existing memory [3], which explicitly states: 'Key proposal: implement a Rust-based transformer model trained locally and unique per user.' Related implementation details are further detailed in [1], [4], and [5]. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A proposal exists to implement a Rust-based transformer model for Signet that would be trained locally and unique per user to optimize recall strategy prediction","type":"decision","confidence":0.8},"extractionModel":"haiku","factCount":2,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 48963f02-9595-49f8-8b45-4a0c47a49cea
memory_id: 43cacb81-afc2-4503-aadd-8e9d37e6861b
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:26:58.509Z
reason:
  Candidate [3] (43cacb81) already captures this exact fact: 'This model would train progressively on accumulated memories and session histories, making real-time memory injection predictions at two critical moments: session start and on user prompt submit events.'

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The memory injection model trains progressively on accumulated memories and session histories","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: 02757da1-a0f1-4d26-a054-c7a9d6e20c9c
memory_id: 43cacb81-afc2-4503-aadd-8e9d37e6861b
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:26:58.510Z
reason:
  Candidate [4] already states: 'making real-time memory injection predictions at two critical moments: session start and on user prompt submit events.' The new fact is a subset of existing knowledge about the Predictive Memory Scorer's injection timing.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Real-time memory injection predictions are generated at session start","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: d9202a11-1de0-449c-adff-53866959faed
memory_id: 43cacb81-afc2-4503-aadd-8e9d37e6861b
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:26:58.510Z
reason:
  New fact is already covered in candidate [3] (ID: 43cacb81-afc2-4503-aadd-8e9d37e6861b), which explicitly states: 'making real-time memory injection predictions at two critical moments: session start and on user prompt submit events.' No update or new storage needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Real-time memory injection predictions are generated on user prompt submit events","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: bd5dd987-1f8a-4b60-a648-4e19a594c7fe
memory_id: 43cacb81-afc2-4503-aadd-8e9d37e6861b
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:26:58.510Z
reason:
  Candidate [4] already captures this exact fact in its final sentence: 'The inference pipeline pattern from MicroGPT was referenced as a potential design guide.' No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The MicroGPT inference pipeline pattern was referenced as a design guide for implementing the real-time memory injection prediction system","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: 7c13dfdc-7a31-4dd4-8874-b9282cb802a6
memory_id: 81fe60e7-6184-44a7-8c11-7007519bcd82
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:27:43.109Z
reason:
  Existing memories [2] and [4] already contain the identical core insight: Signet's north star is persistent memory/mind functionality ('the difference between a tool that remembers and a mind that persists'). New fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signet's vision positions persistent memory/mind functionality as its north star feature—the core differentiator that defines the project","type":"semantic","confidence":0.8},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c623b5ce-6549-43de-8456-a0b374469d28
memory_id: a94f48d1-ad74-4bc4-bb7c-a32dbc6aa6ad
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:27:43.109Z
actor_type: pipeline
old_content:
  This feature is the north star for Signet - "the difference between a tool that remembers and a mind that persists."

new_content:
  Signet conceptually distinguishes between a tool that remembers (episodic recall of facts) and a mind that persists (continuous agent identity with contextual continuity)

reason:
  New fact is a more detailed articulation of the same core distinction already captured in [2]. Merging adds valuable specificity: episodic recall (tool function) vs continuous identity (agent persistence). This strengthens the north star concept with clearer operational definitions.


id: 2e9c3a32-20b0-4ed9-b282-38eb12cbfeac
memory_id: 81fe60e7-6184-44a7-8c11-7007519bcd82
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:27:43.111Z
reason:
  New fact is a more detailed articulation of the same core distinction already captured in [2]. Merging adds valuable specificity: episodic recall (tool function) vs continuous identity (agent persistence). This strengthens the north star concept with clearer operational definitions.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"a94f48d1-ad74-4bc4-bb7c-a32dbc6aa6ad","targetContent":"This feature is the north star for Signet - \"the difference between a tool that remembers and a mind that persists.\"","confidence":0.85,"fact":{"content":"Signet conceptually distinguishes between a tool that remembers (episodic recall of facts) and a mind that persists (continuous agent identity with contextual continuity)","type":"semantic","confidence":0.75},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":"a94f48d1-ad74-4bc4-bb7c-a32dbc6aa6ad","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4cb64806-3a8e-407a-823e-f5d521722f87
memory_id: e709db27-aef4-45c1-9981-af8af0c58fff
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:28:45.754Z
reason:
  Existing memory [5] (ID: e709db27-aef4-45c1-9981-af8af0c58fff) already captures this exact scenario: 'Nicholai tasked Claude to find and fix bugs in the signetai codebase'. The new fact provides no additional information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai has tasked Claude with finding and fixing bugs in the signetai codebase","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: 6426b183-26b9-4ffe-b6e1-241a5fc1e786
memory_id: e709db27-aef4-45c1-9981-af8af0c58fff
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:28:45.754Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 145 characters]

new_content:
  Bug fixes in the signetai codebase should prioritize issues that break functionality over non-critical or cosmetic issues

reason:
  New fact expresses the same prioritization strategy (functionality-breaking issues over cosmetic ones) that was established during the bug hunt session. Should be reframed as an ongoing preference rather than session-specific task.


id: db29f251-516a-4b33-ae34-5bcf082fbb91
memory_id: e709db27-aef4-45c1-9981-af8af0c58fff
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:28:45.754Z
reason:
  New fact expresses the same prioritization strategy (functionality-breaking issues over cosmetic ones) that was established during the bug hunt session. Should be reframed as an ongoing preference rather than session-specific task.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"e709db27-aef4-45c1-9981-af8af0c58fff","targetContent":"## Bug Hunt Session Initiated Nicholai tasked Claude to find and fix bugs in the signetai codebase, prioritizing issues that break functionality.","confidence":0.85,"fact":{"content":"Bug fixes in the signetai codebase should prioritize issues that break functionality over non-critical or cosmetic issues","type":"preference","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"e709db27-aef4-45c1-9981-af8af0c58fff","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5e8c4c90-eb81-468a-b39a-b23954d295b4
memory_id: e709db27-aef4-45c1-9981-af8af0c58fff
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:28:45.754Z
reason:
  Existing memory [5] already captures that a bug hunt session is active, with details about prioritizing functionality fixes. New fact is redundant and already covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"A bug hunt session is currently active for the signetai project","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: ffea0b34-2311-4955-8e64-bc959814bd47
memory_id: 147826fa-e0ea-4410-b029-53e06172aaae
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:30:01.988Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 278 characters]

new_content:
  Signet implements unified search that combines skills.sh API search with client-side filtering of a cached ClawHub catalog

reason:
  New fact is a cleaner, self-contained restatement of the architectural decision already captured in candidate [5]. Candidate [5] appears truncated; the new fact provides the same information in complete, memorable form.


id: a8aec151-2c0a-4505-8a54-1c8d1c07cae9
memory_id: 147826fa-e0ea-4410-b029-53e06172aaae
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:30:01.988Z
reason:
  New fact is a cleaner, self-contained restatement of the architectural decision already captured in candidate [5]. Candidate [5] appears truncated; the new fact provides the same information in complete, memorable form.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"147826fa-e0ea-4410-b029-53e06172aaae","targetContent":"**Unified search** (skills.sh API search + client-side filtering of cached ClawHub catalog) **Execution Order**: 1. Backend: Add ClawHub cache + fetch logic in `packages/daemon/src/daemon.ts` 2. Backend: Update `/api/skills/browse` and `/api/skills/search` to merge providers 3.","confidence":0.92,"fact":{"content":"Signet implements unified search that combines skills.sh API search with client-side filtering of a cached ClawHub catalog","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"147826fa-e0ea-4410-b029-53e06172aaae","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 09e1feea-7469-4067-ace4-d22ffbd43da6
memory_id: 147826fa-e0ea-4410-b029-53e06172aaae
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:30:01.988Z
reason:
  Candidate [2] (ID: 45d2876f-0159-4acc-a6c4-f5f790554bcf) already states the identical fact: 'ClawHub cache and fetch logic is added to packages/daemon/src/daemon.ts as part of the unified skills search implementation'. The new fact is a restatement with no additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"ClawHub cache and fetch logic is implemented in packages/daemon/src/daemon.ts","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: 188cce66-d75d-47fe-bd73-5f34673eeccd
memory_id: 147826fa-e0ea-4410-b029-53e06172aaae
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:30:01.988Z
reason:
  Candidate 3 (ID: 455cb002...) already covers this exact information: '/api/skills/browse' and '/api/skills/search' endpoints are updated to merge multiple skill provider sources. The new fact is redundant and less specific than the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The /api/skills/browse endpoint is updated to merge multiple skill provider sources","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: d50737ff-0700-4e89-a622-8a49867ca062
memory_id: 147826fa-e0ea-4410-b029-53e06172aaae
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:30:01.988Z
reason:
  Candidate [3] (ID: 455cb002-2fed-425d-b691-d9de42e7a4b0) already comprehensively covers this: 'The `/api/skills/browse` and `/api/skills/search` endpoints are updated to merge multiple skills provider sources (skills.sh and ClawHub)'. The new fact about `/api/skills/search` merging multiple providers is already fully captured by this existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The /api/skills/search endpoint is updated to merge multiple skill provider sources","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: be482e53-2185-45c0-8c02-426f26d629c6
memory_id: 4b4daedf-3d1e-4012-a8d5-14b5a90cdfad
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:31:04.515Z
reason:
  New fact is already comprehensively covered by candidate [5], which describes the same action (launching Explore agent for context gathering on navigation structure, site architecture, tech stack, design aesthetic) with additional session context. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"4b4daedf-3d1e-4012-a8d5-14b5a90cdfad","targetContent":"The assistant began the session by launching an Explore agent to understand the current navigation structure, site architecture, tech stack, and existing design aesthetic before proposing a redesign. The session focused on discovery and context-gathering rather than implementation.","confidence":0.92,"fact":{"content":"The assistant launched an Explore agent to gather context on site navigation structure, architecture, tech stack, and existing design aesthetic prior to proposing a redesign","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ec791447-02d4-497a-8403-e1d569be1595
memory_id: 4b4daedf-3d1e-4012-a8d5-14b5a90cdfad
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:31:04.515Z
reason:
  Candidate [5] already explicitly captures this exact insight: 'The session focused on discovery and context-gathering rather than implementation.' The new fact is a restatement of existing memory content with high overlap.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The session prioritized discovery and context-gathering over immediate implementation","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7e1a9a05-a81d-4560-8753-8be5c1722fbf
memory_id: 4b4daedf-3d1e-4012-a8d5-14b5a90cdfad
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:31:04.515Z
reason:
  Candidate [4] (ID: 4ef135b0...) already captures this exact rationale: 'Context-first approach was chosen for the redesign workflow: gather information about navigation structure, site architecture, tech stack, and design aesthetic before implementation'. The new fact is semantically equivalent and adds no new information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Context-gathering on navigation structure, architecture, tech stack, and design aesthetic should precede redesign proposals","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f422fce9-2bdc-426d-ab69-a3c8be4fc738
memory_id: b28ceb05-4bb9-4bc3-8dab-a7d4555d6402
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:32:24.401Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 140 characters]

new_content:
  The GitHub Actions release workflow (.github/workflows/release.yml) was modified to automatically generate a CHANGELOG.md file during the CI release process using scripts/changelog.ts

reason:
  New fact refines existing candidate [5] with specific implementation details (scripts/changelog.ts, .github/workflows/release.yml path). Both describe the same changelog generation feature in the release CI workflow. Update to include specifics.


id: 1afa2a80-4665-4340-a85a-ceefa6d3c61c
memory_id: b28ceb05-4bb9-4bc3-8dab-a7d4555d6402
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:32:24.401Z
reason:
  New fact refines existing candidate [5] with specific implementation details (scripts/changelog.ts, .github/workflows/release.yml path). Both describe the same changelog generation feature in the release CI workflow. Update to include specifics.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"b28ceb05-4bb9-4bc3-8dab-a7d4555d6402","targetContent":"CI workflow modification adds changelog generation to release process, appending CHANGELOG.md to the release commit alongside version bumps.","confidence":0.92,"fact":{"content":"The GitHub Actions release workflow (.github/workflows/release.yml) was modified to automatically generate a CHANGELOG.md file during the CI release process using scripts/changelog.ts","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"b28ceb05-4bb9-4bc3-8dab-a7d4555d6402","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2ec3be14-d175-49ae-97f5-0c28cac51fb7
memory_id: b28ceb05-4bb9-4bc3-8dab-a7d4555d6402
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:32:24.401Z
reason:
  Candidate [5] already captures this exact procedural knowledge: 'CI workflow modification adds changelog generation to release process, appending CHANGELOG.md to the release commit alongside version bumps.' The new fact restates the same behavior with minor wording differences.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The generated CHANGELOG.md file is appended to the release commit alongside automatic version bumps across all package.json files","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: c2d3b41f-53a9-4511-972b-ceb9d5b6abc9
memory_id: d505afb4-a80f-4a32-bfec-81ef307ce372
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:32:24.401Z
actor_type: pipeline
old_content:
  The GitHub Actions release.yml workflow automatically commits version bumps and pushes them back to the repository with git tags

new_content:
  The CI release workflow follows a 5-step sequence: (1) build all packages, (2) bump patch version, (3) generate changelog, (4) publish to npm, (5) commit version bump and push with tags

reason:
  New fact provides comprehensive 5-step procedural sequence that substantially expands the existing brief statement about version bumps and tags. Includes the npm publishing step and full workflow ordering, making it a more complete and useful memory.


id: 86fcf79c-4415-463b-9393-139e85e6f62f
memory_id: b28ceb05-4bb9-4bc3-8dab-a7d4555d6402
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:32:24.402Z
reason:
  New fact provides comprehensive 5-step procedural sequence that substantially expands the existing brief statement about version bumps and tags. Includes the npm publishing step and full workflow ordering, making it a more complete and useful memory.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"d505afb4-a80f-4a32-bfec-81ef307ce372","targetContent":"The GitHub Actions release.yml workflow automatically commits version bumps and pushes them back to the repository with git tags","confidence":0.85,"fact":{"content":"The CI release workflow follows a 5-step sequence: (1) build all packages, (2) bump patch version, (3) generate changelog, (4) publish to npm, (5) commit version bump and push with tags","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"d505afb4-a80f-4a32-bfec-81ef307ce372","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f4e10a7f-0ffd-4630-bc7a-03fbe89ed2d9
memory_id: db7d4cf2-4c58-44e3-a5a3-3cde59d89233
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:33:26.824Z
reason:
  Candidate 5 (ID: db7d4cf2-4c58-44e3-a5a3-3cde59d89233) already captures this exact interest with greater specificity. Both refer to discovering Steam API endpoints beyond store pages for integrating live data (version numbers, release dates, update status, player counts). The new fact is a restatement of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai is interested in discovering Steam API endpoints beyond basic store page data for integrating live, dynamic content into his website","type":"preference","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: 6341d1ba-a06e-4ab2-a9bf-55c7f941f0e9
memory_id: db7d4cf2-4c58-44e3-a5a3-3cde59d89233
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:33:26.824Z
reason:
  New fact is nearly identical to candidate [4], which already captures Nicholai's preference to integrate Steam metadata (version numbers, release dates, update status, player counts) into his website. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai wants to surface Steam game metadata including version numbers, release dates, update status, and player counts as live data on his website","type":"preference","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: 29968ae7-9334-464a-b040-d176cc5dc280
memory_id: db7d4cf2-4c58-44e3-a5a3-3cde59d89233
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:33:26.824Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 212 characters]

new_content:
  Steam provides API endpoints that expose game metadata beyond simple store pages (version numbers, release dates, update status, player counts)

reason:
  New fact directly confirms and resolves the question in candidate 5. Merge to create complete record: Steam API does expose the metadata endpoints (version numbers, release dates, update status, player counts) that Nicholai wanted to integrate into his website.


id: af858e66-1e70-48c8-b767-4d760e225cf4
memory_id: db7d4cf2-4c58-44e3-a5a3-3cde59d89233
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:33:26.825Z
reason:
  New fact directly confirms and resolves the question in candidate 5. Merge to create complete record: Steam API does expose the metadata endpoints (version numbers, release dates, update status, player counts) that Nicholai wanted to integrate into his website.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"db7d4cf2-4c58-44e3-a5a3-3cde59d89233","targetContent":"Nicholai was interested in discovering what Steam endpoints are available beyond simple store pages that could feed live data into the website (version numbers, release dates, update status, player counts, etc.).","confidence":0.95,"fact":{"content":"Steam provides API endpoints that expose game metadata beyond simple store pages (version numbers, release dates, update status, player counts)","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"db7d4cf2-4c58-44e3-a5a3-3cde59d89233","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ece34d6e-48de-450e-8f50-c9718c27001d
memory_id: c5bbd75c-036b-4c94-b6e2-e60167e75c88
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:34:36.322Z
reason:
  Candidate #5 (c5bbd75c-036b-4c94-b6e2-e60167e75c88) already captures this exact comprehensive exploration with identical scope: schema coupling, server actions, component organization, library modules, agent tools, route structure, and environment configuration. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"A comprehensive codebase exploration was initiated for the Compass project to analyze schema coupling between core and construction-specific tables, server actions separation, component organization, library modules, agent tools categorization, route structure, and environment configuration","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: 7e031c55-5f0e-41ac-89bc-0098ff4d6fc1
memory_id: c5bbd75c-036b-4c94-b6e2-e60167e75c88
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:34:36.322Z
reason:
  The new fact reinforces what's already captured: candidate [2] states the principle that exploration is necessary before design decisions, and candidate [5] describes the specific action taken for Compass. This decision validates the existing approach without adding new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The Compass codebase exploration is preparatory work required before planning a refactoring strategy","type":"decision","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: f8ee3704-cfd5-4677-a378-1404bb800fce
memory_id: c5bbd75c-036b-4c94-b6e2-e60167e75c88
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:34:36.322Z
reason:
  New fact is already comprehensively covered by candidate [c5bbd75c-036b-4c94-b6e2-e60167e75c88], which explicitly documents the queuing of an Explore agent for Compass codebase analysis with schema coupling as a primary focus. The existing memory is more detailed and self-contained.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An exploration agent was queued to analyze the Compass codebase structure and identify coupled schemas between core and construction-specific database tables","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: 020dee54-1ac0-4b8b-b5da-fefc214ab30f
memory_id: c7a5b88a-4283-4b82-bed8-7a220f4a9906
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:35:41.922Z
reason:
  Candidate [3] already documents this feature: 'The feature addresses legacy databases that accumulated memories without the extraction pipeline' - same core concept with additional context about content_hash deduplication constraints

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A feature is being developed to address legacy databases that accumulated memories without processing through the extraction pipeline","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: 5b69841f-2005-461c-9416-c9426b7f5776
memory_id: c7a5b88a-4283-4b82-bed8-7a220f4a9906
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:35:41.922Z
reason:
  New fact is substantially identical to existing candidate 4 (rationale: write-time deduplication via content_hash, not retroactive) and candidate 5 (fact: exact duplicates caught at write time via content_hash constraints). The technical core is already captured in memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The current memory deduplication system catches only exact duplicates at write time using content_hash uniqueness constraints in the database","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3a168576-e404-43a1-b7e7-d7abb270f18d
memory_id: c7a5b88a-4283-4b82-bed8-7a220f4a9906
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:35:41.922Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 196 characters]

new_content:
  Legacy databases contain accumulated memories that bypassed the extraction pipeline, leaving them vulnerable to duplicate detection gaps beyond exact matches

reason:
  New fact refines existing candidate [5] by clarifying the nature of the vulnerability: legacy databases have duplicate detection gaps that extend beyond exact hash matches (fuzzy/semantic duplicates), not just accumulated without extraction pipeline oversight.


id: 5f28eea7-c13d-4988-a679-6072d9aa19de
memory_id: c7a5b88a-4283-4b82-bed8-7a220f4a9906
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:35:41.922Z
reason:
  New fact refines existing candidate [5] by clarifying the nature of the vulnerability: legacy databases have duplicate detection gaps that extend beyond exact hash matches (fuzzy/semantic duplicates), not just accumulated without extraction pipeline oversight.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"c7a5b88a-4283-4b82-bed8-7a220f4a9906","targetContent":"The feature addresses legacy databases that accumulated memories without the extraction pipeline, which currently only catch exact duplicates at write time via content_hash uniqueness constraints.","confidence":0.85,"fact":{"content":"Legacy databases contain accumulated memories that bypassed the extraction pipeline, leaving them vulnerable to duplicate detection gaps beyond exact matches","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"c7a5b88a-4283-4b82-bed8-7a220f4a9906","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 33ee3634-a422-4093-b10b-bb49ae71cbe3
memory_id: bff6bd87-3b3c-4e28-b686-14959395c208
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:37:32.166Z
reason:
  Candidate 5 already captures this fact with greater detail: it specifies the 6-file span AND the two-phase repair action architecture (hash clustering → semantic KNN). New fact is subsumed by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The repair action plan implementation spans 6 files","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f9099fa7-d56e-4a6e-a0a1-6abc1903f835
memory_id: bff6bd87-3b3c-4e28-b686-14959395c208
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:37:32.166Z
reason:
  Candidate 5 (bff6bd87) already covers this fact comprehensively: 'introduces a two-phase repair action: exact hash clustering (cheap SQL GROUP BY) followed by optional semantic clustering via KNN'. The new fact is a less detailed restatement of the same concept.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.88,"fact":{"content":"The repair action implements a two-phase clustering approach: exact hash clustering (phase 1) followed by optional semantic clustering (phase 2)","type":"decision","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: 490ed4c4-e6ff-477f-91e9-8f3e104818bd
memory_id: bff6bd87-3b3c-4e28-b686-14959395c208
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:37:32.166Z
reason:
  Candidate [5] already captures this exact detail: 'Phase 1... exact hash clustering (cheap SQL GROUP BY)'. The new fact adds no new information beyond what's already documented in that memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 1 of the repair action uses exact hash clustering implemented via SQL GROUP BY for efficient grouping","type":"procedural","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: b16accb7-95ef-4163-a537-02bf7996a7d5
memory_id: bff6bd87-3b3c-4e28-b686-14959395c208
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:37:32.166Z
reason:
  Candidate 4 (bff6bd87-3b3c-4e28-b686-14959395c208) already contains this exact procedural detail: 'optional semantic clustering via KNN on embedded memories' as Phase 2. The new fact adds no novel information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 2 of the repair action optionally applies semantic clustering using KNN (k-nearest neighbors) on embedded memories","type":"procedural","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: 76478780-0452-42e6-96ba-c8c5a45883fd
memory_id: bff6bd87-3b3c-4e28-b686-14959395c208
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:37:32.166Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 178 characters]

new_content:
  The two-phase repair approach uses SQL GROUP BY for phase 1 because it is computationally cheap, while phase 2 semantic clustering via KNN is optional to allow for more expensive ML-based refinement when needed

reason:
  New fact provides the architectural rationale for the two-phase repair design already documented in [5]. Merging adds the 'why' (computational cost trade-off) to the structural 'what' (GROUP BY vs KNN), creating a more complete and insightful memory.


id: fbd0b0ea-9cd8-4016-aa29-cdc0636a8b72
memory_id: bff6bd87-3b3c-4e28-b686-14959395c208
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:37:32.167Z
reason:
  New fact provides the architectural rationale for the two-phase repair design already documented in [5]. Merging adds the 'why' (computational cost trade-off) to the structural 'what' (GROUP BY vs KNN), creating a more complete and insightful memory.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"bff6bd87-3b3c-4e28-b686-14959395c208","targetContent":"The plan spans 6 files and introduces a two-phase repair action: exact hash clustering (cheap SQL GROUP BY) followed by optional semantic clustering via KNN on embedded memories.","confidence":0.9,"fact":{"content":"The two-phase repair approach uses SQL GROUP BY for phase 1 because it is computationally cheap, while phase 2 semantic clustering via KNN is optional to allow for more expensive ML-based refinement when needed","type":"rationale","confidence":0.8},"extractionModel":"haiku","factCount":5,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"bff6bd87-3b3c-4e28-b686-14959395c208","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 714c4266-d90e-4dc0-aa72-d35b3f19ac4c
memory_id: 109914c1-c762-4335-968f-302169de4d4f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:38:45.390Z
reason:
  Candidate [4] already contains the exact same keeper selection algorithm details (importance × 3, normalized access/update counts, recency tiebreaker), plus additional context about pinned memories and soft-deletes. New fact is fully covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Keeper selection uses a weighted scoring algorithm that multiplies importance by 3, normalizes access/update counts, and uses recency as a tiebreaker","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 87b78473-0131-42f9-9717-d6e0ba6dadbb
memory_id: 109914c1-c762-4335-968f-302169de4d4f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:38:45.390Z
reason:
  Candidate [3] already captures this fact: 'Keeper selection uses a weighted scoring algorithm... with special protection for pinned and manually-overridden memories.' The new fact is redundant and fully covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Pinned memories and manually-overridden memories receive special protection in the keeper selection algorithm to prevent accidental replacement","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9a5d3390-6569-407d-8d04-9a900d893898
memory_id: 109914c1-c762-4335-968f-302169de4d4f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:38:45.390Z
reason:
  Candidate [3] already captures this procedural detail: 'Tag merging combines comma-separated strings'. The new fact is essentially the same information with minor clarification about source (multiple versions). No update needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Tag merging in the memory system combines comma-separated tag strings from multiple memory versions","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4ca584ba-727e-4b3a-be20-2526c5f5c032
memory_id: 109914c1-c762-4335-968f-302169de4d4f
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:38:45.390Z
reason:
  Candidate [5] already comprehensively covers this architectural decision: 'all changes are soft-deletes with full audit trails.' The new fact restates the same principle without adding new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"All memory changes in the keeper system are implemented as soft-deletes rather than hard deletions, with full audit trails retained","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5f7d791f-2c18-47c8-bd23-448ee7ac6061
memory_id: cc4e067b-cd71-4561-97ca-7a9e36c041e6
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:39:18.590Z
reason:
  Candidate 4 (ID: 746c6baf-7f55-434b-8527-80bf07d781fb) already covers this concept with greater detail, stating 'A dry-run mode allows users to preview the results or effects of an operation before executing it permanently'. 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":"A dry-run mode allows users to preview the effects of an operation before executing it","type":"procedural","confidence":0.7},"extractionModel":"haiku","factCount":1,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: dc3def5e-d36c-4ed5-8b59-0776793f9875
memory_id: 37473cdc-06ef-4139-8d06-289cc05eb9d6
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:40:07.788Z
reason:
  Candidate [5] already documents this exact fact: 'Nicholai implemented a multi-layer guard mechanism to prevent infinite recursive extraction loops in the Signet daemon scheduler.' Content is identical, no update or addition needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.99,"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":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b3a36bb9-af81-4120-847a-7caf7baf3dd7
memory_id: 37473cdc-06ef-4139-8d06-289cc05eb9d6
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:40:07.788Z
reason:
  Candidate [5] already documents the multi-layer guard mechanism for preventing recursive extraction loops in the daemon. The new fact restates/elaborates the same concept without introducing substantially new information—it clarifies the mechanism uses 'defensive layers' (which 'multi-layer' already implies) in the 'memory extraction pipeline' (vs 'scheduler' in the existing memory). The existing candidate adequately covers this topic.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The multi-layer guard mechanism uses multiple defensive layers to protect against recursive extraction loops in the daemon's memory extraction pipeline","type":"procedural","confidence":0.8},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a4c37263-1565-442c-91a1-2fef5622269f
memory_id: d460c2ce-184b-41aa-9884-a3d6e1bb173e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:41:26.419Z
reason:
  Candidate [4] already fully captures this fact: 'The scheduler spawns full Claude Code/OpenCode agent sessions that inherit the environment...' The new fact is a subset of existing memory and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet scheduler spawns full Claude Code and OpenCode agent sessions that inherit the parent environment configuration","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: 58f5691a-36d2-49aa-b5bd-ba0a2444ae9e
memory_id: d460c2ce-184b-41aa-9884-a3d6e1bb173e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:41:26.419Z
reason:
  Candidate [5] already covers this with greater specificity: it explicitly states that spawned sessions (via scheduler) fire session-start/end hooks and includes context about consequences (summary jobs, memory extraction). New fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Spawned agent sessions trigger Signet's session-start and session-end lifecycle hooks","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: 09bce2cf-2284-44f0-aa3b-3a46fa5ec626
memory_id: d460c2ce-184b-41aa-9884-a3d6e1bb173e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:41:26.419Z
reason:
  Existing candidate [5] already captures this procedural knowledge: 'fire Signet's session-start/end hooks, triggering summary jobs and memory extraction.' The new fact is a general statement of the same relationship, already documented in context of the scheduler's agent spawning behavior.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Signet's session-start and session-end hooks trigger summary jobs and memory extraction processes","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: 862bd854-41ef-4691-800d-b4ffa535ee1a
memory_id: d460c2ce-184b-41aa-9884-a3d6e1bb173e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:41:26.419Z
reason:
  Candidate [5] already comprehensively describes this exact concern: the scheduler spawning sessions that inherit environment, fire hooks, trigger memory extraction, creating a potentially infinite expensive loop. The new fact restates the same problem without adding substantive new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The cascade of scheduler spawning sessions that fire hooks triggering memory extraction can create a potentially infinite and computationally expensive loop","type":"semantic","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: 09f757dd-3ec6-4e3c-bcc6-9fb5f4a172b8
memory_id: 3db0f089-46bf-4089-8cc0-da7cb2c18adc
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:43:02.638Z
reason:
  Candidate 4 (3db0f089) already covers this fact in detail: it describes the CLI Hook Guard in packages/cli/src/cli.ts with the preAction hook on hookCmd, including implementation specifics (exits silently, prevents hook subcommands in spawned contexts). New fact is a subset of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The CLI Hook Guard feature is implemented in packages/cli/src/cli.ts by adding a preAction hook to the hookCmd command","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: 6d2e01ac-7ca5-4608-8421-61967b05ffda
memory_id: 3db0f089-46bf-4089-8cc0-da7cb2c18adc
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:43:02.638Z
reason:
  New fact is already comprehensively covered by candidate [4] (ID: 3db0f089-46bf-4089-8cc0-da7cb2c18adc), which documents the exact same CLI Hook Guard implementation: preAction hook on hookCmd that exits silently with exit code 0 when the sentinel is set.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The hookCmd preAction hook exits silently with exit code 0 when a sentinel is set","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: a6432359-0be0-4df1-9c08-47c9e96cd2dc
memory_id: 3db0f089-46bf-4089-8cc0-da7cb2c18adc
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:43:02.638Z
reason:
  New fact is already documented in candidate 5 (ID: 3db0f089-46bf-4089-8cc0-da7cb2c18adc), which specifically describes the CLI Hook Guard's preAction hook preventing hook subcommands in spawned contexts. Both statements are equivalent.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The preAction hook prevents all hook subcommands from executing in spawned agent contexts","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: b606e3ba-a391-4a87-82fd-3d7a0a633eae
memory_id: 37473cdc-06ef-4139-8d06-289cc05eb9d6
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:43:02.638Z
actor_type: pipeline
old_content:
  ## Recursive Extraction Loop Prevention Implementation Nicholai implemented a multi-layer guard mechanism to prevent infinite recursive extraction loops in the Signet daemon scheduler.

new_content:
  The sentinel-based hook guard prevents recursive extraction loops by suppressing hooks in spawned contexts where they would otherwise re-trigger extraction

reason:
  New fact provides a clear, specific rationale for how the sentinel mechanism works. Candidate [2] describes the multi-layer guard mechanism at a high level; merging with this new fact gives both the overview and the specific mechanism explanation (suppressing hooks in spawned contexts to prevent loops).


id: 43d7f981-4fb6-48d3-bcfa-09e0f2cabfa2
memory_id: 3db0f089-46bf-4089-8cc0-da7cb2c18adc
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:43:02.640Z
reason:
  New fact provides a clear, specific rationale for how the sentinel mechanism works. Candidate [2] describes the multi-layer guard mechanism at a high level; merging with this new fact gives both the overview and the specific mechanism explanation (suppressing hooks in spawned contexts to prevent loops).

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"37473cdc-06ef-4139-8d06-289cc05eb9d6","targetContent":"## Recursive Extraction Loop Prevention Implementation Nicholai implemented a multi-layer guard mechanism to prevent infinite recursive extraction loops in the Signet daemon scheduler.","confidence":0.87,"fact":{"content":"The sentinel-based hook guard prevents recursive extraction loops by suppressing hooks in spawned contexts where they would otherwise re-trigger extraction","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"37473cdc-06ef-4139-8d06-289cc05eb9d6","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 53432a24-ee03-44fc-9db6-e84cf732aab8
memory_id: 8a929ca7-9ea8-4262-9520-f1c0fed7fdd9
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:43:50.775Z
reason:
  Candidate #5 already captures this fact: Scheduler Spawn injects SIGNET_NO_HOOKS='1' into the child process environment when spawning agents. 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":"The Scheduler Spawn module at packages/daemon/src/scheduler/spawn.ts injects the SIGNET_NO_HOOKS environment variable set to '1' when spawning child agent processes","type":"fact","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: 1638a56d-baf7-48fc-b7c4-d1dda2a16a8b
memory_id: 8a929ca7-9ea8-4262-9520-f1c0fed7fdd9
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:43:50.776Z
reason:
  The new fact is a high-level summary of the mechanism already documented across multiple existing memories: candidate [2] explains the rationale (sentinel prevents recursion), and candidates [4] and [5] describe the specific implementation points where SIGNET_NO_HOOKS is injected. The new fact synthesizes these but adds no new actionable information not already covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Setting SIGNET_NO_HOOKS='1' in child process environment prevents spawned agents from recursively triggering extraction hooks and inheriting the sentinel","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: 57d6f326-3c66-4d7c-b445-8648a6fe70c0
memory_id: cd9a5f27-6c58-48ca-9594-9a7754c46b2e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:44:59.138Z
reason:
  New fact is already captured verbatim in candidate [5], which documents Pipeline Provider adding SIGNET_NO_HOOKS to ClaudeCodeProvider's child environment. No new information to merge.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The Pipeline Provider in `packages/daemon/src/pipeline/provider.ts` adds the environment variable `SIGNET_NO_HOOKS: \"1\"` to the ClaudeCodeProvider's child environment","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: e8398745-2c12-4719-a894-f15ced730b18
memory_id: cd9a5f27-6c58-48ca-9594-9a7754c46b2e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:44:59.138Z
reason:
  Candidate [5] (cd9a5f27-6c58-48ca-9594-9a7754c46b2e) already contains this exact detail: it explicitly mentions 'existing `CLAUDECODE` stripping' as part of the ClaudeCodeProvider's child environment configuration in the Pipeline Provider context. No new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The ClaudeCodeProvider's child environment has existing `CLAUDECODE` variable stripping as part of its configuration","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: feda6846-c191-4cdc-8d9b-dbd20c749918
memory_id: cd9a5f27-6c58-48ca-9594-9a7754c46b2e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:44:59.138Z
reason:
  Candidate [5] already captures this exact rationale: it explicitly states that SIGNET_NO_HOOKS and CLAUDECODE stripping are added 'as belt-and-suspenders defense'. The new fact is a restatement of the same conceptual relationship already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The `SIGNET_NO_HOOKS` variable addition and `CLAUDECODE` stripping serve as a redundant (belt-and-suspenders) defense mechanism to prevent recursive hook extraction in spawned agents","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: bf79c80a-824a-47b9-8f35-5bbf63d11cf1
memory_id: b1a34daa-b416-47ab-ace0-2ec50464a357
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:46:10.221Z
reason:
  Candidate [5] already documents the isInternalCall() helper addition to daemon.ts with full implementation details (header check, hook route guards). New fact is a duplicate of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"A new `isInternalCall()` helper function was added to packages/daemon/src/daemon.ts","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: 7ff4b7f3-bc13-4758-9305-a2b0ac8ef463
memory_id: b1a34daa-b416-47ab-ace0-2ec50464a357
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:46:10.221Z
reason:
  Candidate 5 (b1a34daa-b416-47ab-ace0-2ec50464a357) already documents this implementation detail: 'Added an `isInternalCall()` helper that checks for `x-signet-no-hooks: 1` header' in daemon.ts. The new fact is a more concise restatement of information already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The `isInternalCall()` helper checks for the `x-signet-no-hooks: 1` HTTP header to identify internal calls","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: cbe7f7ad-246c-4bdd-bfd1-4637a0357285
memory_id: b1a34daa-b416-47ab-ace0-2ec50464a357
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:46:10.221Z
reason:
  Candidate [5] already captures this fact in detail: it describes the `isInternalCall()` helper, the header check, and explicitly lists the same three hook routes with early returns. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `isInternalCall()` helper has early returns when invoked on hook routes: /api/hooks/session-start, /api/hooks/user-prompt-submit, /api/hooks/session-end","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: 38ce810f-6a80-4cd7-8633-b16b4292a577
memory_id: b1a34daa-b416-47ab-ace0-2ec50464a357
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:46:10.221Z
reason:
  Candidate [5] already documents the isInternalCall() guard mechanism and its purpose of preventing direct HTTP API calls from bypassing the CLI. The new fact is a restatement of the same concept.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `isInternalCall()` guard prevents direct HTTP API calls from bypassing the CLI when accessing daemon hook routes","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: 9be2cb6a-8760-4686-8ed8-eb4999e51c24
memory_id: 9f8752ed-f260-4599-822a-ec97f86506b3
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:47:46.077Z
reason:
  Existing candidate 9f8752ed (and candidates 3607672f and b4ccc03e) already comprehensively cover non-breaking backward compatibility with specific implementation details. The new fact is a restatement of the same core principle without additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The implementation is non-breaking and maintains backward compatibility with existing systems","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: 0fb1e118-b806-4c95-8bb8-3c6d8aafa8d3
memory_id: 9f8752ed-f260-4599-822a-ec97f86506b3
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:47:46.078Z
reason:
  Candidate [5] already comprehensively covers this fact: 'normal user sessions are unaffected (env var not set)' is explicitly stated as part of the broader non-breaking implementation claim. The new fact is a restatement of an existing memory element.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Normal user sessions remain unaffected by the implementation when the triggering environment variable is not set","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: 5da01ba9-1ec7-47c7-a688-278b448dc98e
memory_id: 9f8752ed-f260-4599-822a-ec97f86506b3
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:47:46.078Z
reason:
  Candidate 5 already comprehensively captures this fact as part of its statement that 'existing safe code paths remain unchanged.' The new fact is a restatement of an already-documented aspect of the non-breaking implementation.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"All existing safe code paths remain unchanged by the implementation","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: fef1db09-d5ed-4470-b1eb-06230f8fb728
memory_id: 9f8752ed-f260-4599-822a-ec97f86506b3
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:47:46.078Z
reason:
  Candidate [4] already comprehensively covers this fact: it explicitly states 'no schema/API changes are introduced' as part of its non-breaking implementation description. The new fact is a specific subset of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The implementation introduces no database schema changes","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: b7f92966-f462-4324-a017-a4b61d283d83
memory_id: 5ea88c36-ee30-4271-9812-f8af429ca33d
event: created
new_content: The implementation introduces no API changes
changed_by: pipeline-v2
created_at: 2026-02-25T15:47:46.078Z
reason:
  New decision about API stability (no changes) is distinct from existing memories. Candidate 1 is a specific fact about batch REST operations, candidate 3 is about no implementation changes (different scope), and candidates 2 & 4 are unrelated. This merits its own memory entry.

metadata:
  {"proposedAction":"add","sourceMemoryId":"9f8752ed-f260-4599-822a-ec97f86506b3","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: a05ee043-6a67-46a0-90a1-1ffcd0cad988
memory_id: 9f8752ed-f260-4599-822a-ec97f86506b3
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:47:46.078Z
reason:
  New decision about API stability (no changes) is distinct from existing memories. Candidate 1 is a specific fact about batch REST operations, candidate 3 is about no implementation changes (different scope), and candidates 2 & 4 are unrelated. This merits its own memory entry.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The implementation introduces no API changes","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":"5ea88c36-ee30-4271-9812-f8af429ca33d","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d5f8e413-99a9-4dc7-b479-2e2af37c62ce
memory_id: 8e5ccd65-f3e6-4c0c-a955-90f624c6531b
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:48:43.789Z
reason:
  New fact is already covered by existing candidate [5] which explicitly states 'Verification includes full build, 396+ tests, typecheck' and candidate [3] which mentions 'build passes, typecheck, testing'. The automated build, typecheck, and test suite execution are already documented in these procedural memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The verification process includes automated build, typecheck, and test suite 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: edc866c0-3205-4e92-ac7b-19077f0b15d7
memory_id: 8e5ccd65-f3e6-4c0c-a955-90f624c6531b
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:48:43.789Z
reason:
  New fact is already covered by candidate [5] (ID: 8e5ccd65-f3e6-4c0c-a955-90f624c6531b), which explicitly states 'manual testing of the hook suppression behavior' as part of verification. The existing memory is more comprehensive, including additional verification details (build/typecheck/test validation, daemon logging).

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The verification process includes manual testing of hook suppression behavior","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: 0ecafa77-93ca-44dc-82ea-703166b36f9c
memory_id: 8e5ccd65-f3e6-4c0c-a955-90f624c6531b
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:48:43.790Z
reason:
  Candidate [5] (8e5ccd65-f3e6-4c0c-a955-90f624c6531b) already covers this fact, explicitly listing 'daemon logging' as part of the verification process alongside build/typecheck/test validation and manual testing. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The verification process includes testing and validation of daemon logging functionality","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: 2373df8f-fa67-4212-90ce-6ba6f2882bf8
memory_id: 72aec19a-10b9-491b-9e61-ac9d4a80bd67
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:49:46.443Z
reason:
  Candidate [2] 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 a restatement with no additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai identified a potential gap between the technical plan documented in predictive-memory-scorer.md and the high-level vision concepts in VISION.md","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: c833013a-40c6-4efb-8b57-641dffedec05
memory_id: 72aec19a-10b9-491b-9e61-ac9d4a80bd67
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:49:46.443Z
reason:
  Existing memory [3] (ID: 72aec19a) already captures this exact observation: 'Nicholai identified a potential gap between the predictive-memory-scorer.md technical plan and the high-level vision document, asking whether new concepts should be elevated to VISION.md.' The new fact is identical in substance.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The gap analysis raises a question about whether new concepts introduced in technical planning documents (like predictive-memory-scorer.md) should be elevated to and reflected in the high-level VISION.md document","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: 69ccc12d-941b-4c66-a802-d64abac77026
memory_id: 72aec19a-10b9-491b-9e61-ac9d4a80bd67
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:49:46.443Z
actor_type: pipeline
old_content:
  ## VISION.md Gap Analysis and Enhancement Nicholai identified a potential gap between the predictive-memory-scorer.md technical plan and the high-level vision document, asking whether new concepts should be elevated to VISION.md.

new_content:
  There is uncertainty about the appropriate document hierarchy and concept promotion process between high-level vision (VISION.md) and detailed technical plans (predictive-memory-scorer.md)

reason:
  New fact clarifies the systemic issue underlying the existing gap: the document hierarchy and concept promotion process between VISION.md and technical plans like predictive-memory-scorer.md. Merging enriches the existing memory with more precise language about the architectural question.


id: bcf4ab9e-bb50-4f10-b583-cbf27d931599
memory_id: 72aec19a-10b9-491b-9e61-ac9d4a80bd67
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:49:46.444Z
reason:
  New fact clarifies the systemic issue underlying the existing gap: the document hierarchy and concept promotion process between VISION.md and technical plans like predictive-memory-scorer.md. Merging enriches the existing memory with more precise language about the architectural question.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"72aec19a-10b9-491b-9e61-ac9d4a80bd67","targetContent":"## VISION.md Gap Analysis and Enhancement Nicholai identified a potential gap between the predictive-memory-scorer.md technical plan and the high-level vision document, asking whether new concepts should be elevated to VISION.md.","confidence":0.85,"fact":{"content":"There is uncertainty about the appropriate document hierarchy and concept promotion process between high-level vision (VISION.md) and detailed technical plans (predictive-memory-scorer.md)","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"72aec19a-10b9-491b-9e61-ac9d4a80bd67","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f41cdb76-a7e9-49a1-b0c5-9cd24d1eea85
memory_id: 283b2f70-043a-4b72-860e-182ad56cd122
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:50:32.450Z
reason:
  Existing memory ID 283b2f70-043a-4b72-860e-182ad56cd122 already captures this exact fact: 'Claude identified one significant conceptual gap: learned adaptation' from reviewing documents. New fact is redundant and fully covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Claude identified a significant conceptual gap in reviewed documents relating to learned adaptation","type":"fact","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: fd67e0fa-cba9-4977-962d-91208df52710
memory_id: 283b2f70-043a-4b72-860e-182ad56cd122
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:50:32.450Z
reason:
  This fact is already captured in candidate [4] which explicitly states 'Claude identified one significant conceptual gap: **learned adaptation**.' The new fact restates the same identified gap without adding new information or context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The identified conceptual gap concerns the topic of learned adaptation","type":"semantic","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: cc781bbb-29c5-41cf-9d9c-68da6fb3797c
memory_id: 6f949a22-2af2-4828-81a6-e906f6fc95d0
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:51:58.293Z
reason:
  Candidate [4] already captures this exact observation: 'VISION.md discusses memory and coherence as static capabilities' and explicitly notes the gap between current presentation and the learning-based vision. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"VISION.md presents Signet's memory and coherence as static capabilities rather than as evolving or learning-based capabilities","type":"fact","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: d13285c5-318e-4b0b-85fe-04daf2b0488f
memory_id: 6f949a22-2af2-4828-81a6-e906f6fc95d0
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:51:58.293Z
reason:
  Candidate [4] already documents the exact same phrases ('Signet gives agents coherence' and 'a mind that persists') and provides deeper context by analyzing their implications. New fact adds no novel information beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"VISION.md uses the phrases 'Signet gives agents coherence' and 'a mind that persists' to characterize memory and coherence capabilities","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: b76fd9ab-bdd1-4325-9bcd-245c879d55d5
memory_id: 6f949a22-2af2-4828-81a6-e906f6fc95d0
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:51:58.294Z
reason:
  Candidate [3] already documents this exact observation: VISION.md discusses memory/coherence as static but doesn't explain improvement over time. Candidates [4] and [5] indicate this gap was identified, a solution was proposed, and applied to VISION.md. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"VISION.md does not explain that Signet's system improves over time by learning from user interaction patterns","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6ecab9b9-e997-4ddc-978c-86768802733d
memory_id: 6f949a22-2af2-4828-81a6-e906f6fc95d0
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:51:58.294Z
reason:
  Candidate [2] already documents the exact gap: VISION.md treats memory/coherence as static capabilities without explaining the learning/improvement aspect. New fact restates this observation without adding new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Signet system has the capability to improve over time through learning from interaction patterns, but this learning behavior is not documented in VISION.md","type":"semantic","confidence":0.75},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a70c0e74-5dd2-4cea-b647-ea55207e2761
memory_id: c65f5d0c-386c-4320-b4c3-bdc085c587d4
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:52:45.361Z
reason:
  New fact is already comprehensively documented in candidates [3], [4], and [5]. Candidate [4] explicitly captures the rationale for local per-user training in the Predictive Memory Scorer. Candidate [3] frames the architectural approach, and [5] contextualizes it in VISION.md. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Predictive Memory Scorer uses local per-user training instead of centralized training","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: 6c7dde76-53a6-4737-8453-9e4f320e2272
memory_id: c65f5d0c-386c-4320-b4c3-bdc085c587d4
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:52:45.361Z
actor_type: pipeline
old_content:
  Local per-user training was chosen for the Predictive Memory Scorer to enable personalized memory prediction and adaptation to individual memory-session interaction patterns

new_content:
  Local per-user training was chosen for the Predictive Memory Scorer to enable: (1) personalized memory prediction tailored to individual users, (2) adaptation to individual memory-session interaction patterns and behaviors. This tradeoff prioritizes personalization over centralized model consistency.

reason:
  New fact expands and refines existing rationale with explicit enumeration of benefits and adds the key tradeoff insight (personalization vs centralized consistency). Both describe the same design decision but new version is more comprehensive and self-contained.


id: 34e7241e-8b26-4927-a8c9-b6c7e607bec5
memory_id: c65f5d0c-386c-4320-b4c3-bdc085c587d4
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:52:45.362Z
reason:
  New fact expands and refines existing rationale with explicit enumeration of benefits and adds the key tradeoff insight (personalization vs centralized consistency). Both describe the same design decision but new version is more comprehensive and self-contained.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"c65f5d0c-386c-4320-b4c3-bdc085c587d4","targetContent":"Local per-user training was chosen for the Predictive Memory Scorer to enable personalized memory prediction and adaptation to individual memory-session interaction patterns","confidence":0.95,"fact":{"content":"Local per-user training was chosen for the Predictive Memory Scorer to enable: (1) personalized memory prediction tailored to individual users, (2) adaptation to individual memory-session interaction patterns and behaviors. This tradeoff prioritizes personalization over centralized model consistency.","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"c65f5d0c-386c-4320-b4c3-bdc085c587d4","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9da087ab-0c1d-4060-a244-3b2ab8d7d019
memory_id: 53824992-9cec-4a2e-a64d-107e48294e52
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:54:45.503Z
reason:
  New fact is a high-level restatement of what's already comprehensively documented in candidates 1, 3, 4, and 5. The core concept—adaptive learning that determines what to remember based on user interaction patterns—is explicitly covered in the Predictive Memory Scorer design (candidate 1), the inference engine framing (candidate 3), the per-user training rationale (candidate 4), and the vision statement (candidate 5). No new information is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Signet implements an adaptive learning mechanism that determines what information to remember for each user, based on their individual interaction patterns, rather than passively storing all information","type":"semantic","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: a3ae7f4d-8784-4a2f-be6d-9f9ac7137a65
memory_id: 53824992-9cec-4a2e-a64d-107e48294e52
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:54:45.503Z
reason:
  New fact is a generalization already comprehensively covered by existing candidates [1], [2], and [5], which detail the Predictive Memory Scorer architecture, its per-user local training approach, and the design rationale. No new information or specificity is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Each user in Signet has a machine learning model that is unique to them and trained on their personal interaction history","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: c56f664c-f325-4fba-a740-07d2a834bfc0
memory_id: 53824992-9cec-4a2e-a64d-107e48294e52
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:54:45.503Z
actor_type: pipeline
old_content:
  Proposed addition to VISION.md's continuity section: "Signet doesn't just remember — it learns what to remember. A model unique to each user, trained on their own interaction patterns, that gets sharper the longer you use it. No cloud. No shared weights.

new_content:
  The user-specific ML model in Signet improves in quality and sharpness the longer the system is used by that user

reason:
  New fact confirms and operationalizes the vision statement in [5]. Candidate [5] proposes the vision; new fact validates it as implemented behavior. Merge into single comprehensive memory: the user-specific model is both the design goal AND the confirmed procedural outcome.


id: c4b0b3e6-6251-4f6d-bb52-444bd5fb7414
memory_id: 53824992-9cec-4a2e-a64d-107e48294e52
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:54:45.504Z
reason:
  New fact confirms and operationalizes the vision statement in [5]. Candidate [5] proposes the vision; new fact validates it as implemented behavior. Merge into single comprehensive memory: the user-specific model is both the design goal AND the confirmed procedural outcome.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"53824992-9cec-4a2e-a64d-107e48294e52","targetContent":"Proposed addition to VISION.md's continuity section: \"Signet doesn't just remember — it learns what to remember. A model unique to each user, trained on their own interaction patterns, that gets sharper the longer you use it. No cloud. No shared weights.","confidence":0.92,"fact":{"content":"The user-specific ML model in Signet improves in quality and sharpness the longer the system is used by that user","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"53824992-9cec-4a2e-a64d-107e48294e52","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f45ee963-0714-44bb-9956-2c22a5575a9d
memory_id: 53824992-9cec-4a2e-a64d-107e48294e52
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:54:45.504Z
reason:
  Candidate [5] already covers this fact explicitly: 'A model unique to each user... No cloud. No shared weights.' The new fact about on-device, no-cloud architecture is directly stated in the existing VISION.md proposal. No additional memory needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Signet's user-specific learning model runs entirely on-device without requiring cloud infrastructure or external services","type":"decision","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: 203eb3d8-0e39-49e9-bc83-b45bda2596df
memory_id: 53824992-9cec-4a2e-a64d-107e48294e52
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:54:45.504Z
reason:
  New fact is already adequately captured by candidates [4] and [5]. Candidate [5] explicitly states 'A model unique to each user...No shared weights' as a system principle. Candidate [4] provides the rationale for per-user training. The new fact adds no novel information beyond these existing memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Signet uses individual model weights per user rather than shared model weights across the user base","type":"decision","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: 872c58ef-5cca-49c0-9487-b07f4118f36a
memory_id: c65f5d0c-386c-4320-b4c3-bdc085c587d4
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:54:45.504Z
actor_type: pipeline
old_content:
  Local per-user training was chosen for the Predictive Memory Scorer to enable: (1) personalized memory prediction tailored to individual users, (2) adaptation to individual memory-session interaction patterns and behaviors. This tradeoff prioritizes personalization over centralized model consistency.

new_content:
  The on-device and individual-weights design for Signet's learning model prioritizes user privacy, ownership, and personalization over centralized training efficiency

reason:
  New fact provides the philosophical rationale for candidate [4]'s design decision. It adds explicit values (privacy, ownership) and terminology (on-device, individual-weights) that deepen understanding of why local per-user training was chosen over centralized approaches. These should be merged into a complete rationale.


id: 2e726420-b383-45b9-b362-653a72684bb9
memory_id: 53824992-9cec-4a2e-a64d-107e48294e52
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:54:45.505Z
reason:
  New fact provides the philosophical rationale for candidate [4]'s design decision. It adds explicit values (privacy, ownership) and terminology (on-device, individual-weights) that deepen understanding of why local per-user training was chosen over centralized approaches. These should be merged into a complete rationale.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"c65f5d0c-386c-4320-b4c3-bdc085c587d4","targetContent":"Local per-user training was chosen for the Predictive Memory Scorer to enable: (1) personalized memory prediction tailored to individual users, (2) adaptation to individual memory-session interaction patterns and behaviors. This tradeoff prioritizes personalization over centralized model consistency.","confidence":0.85,"fact":{"content":"The on-device and individual-weights design for Signet's learning model prioritizes user privacy, ownership, and personalization over centralized training efficiency","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"c65f5d0c-386c-4320-b4c3-bdc085c587d4","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 937e9576-39b3-4c95-b994-ebadc7a9fb57
memory_id: fa08b18e-05cc-4f17-8143-6f8253efbba5
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:56:06.569Z
actor_type: pipeline
old_content:
  Your patterns, running locally." This reinforces the decentralization thesis already in VISION.md while grounding it in a concrete, time-improving capability. The addition was accepted and applied.

new_content:
  The capability of running patterns locally reinforces the decentralization thesis documented in VISION.md

reason:
  New fact provides explicit articulation of the decentralization principle already captured in candidate [2]. Merging creates a more complete, self-contained memory that clearly states the relationship between local pattern execution and Signet's decentralization thesis.


id: 45dee27e-1824-45c7-89cb-f3c4c7db8560
memory_id: fa08b18e-05cc-4f17-8143-6f8253efbba5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:56:06.570Z
reason:
  New fact provides explicit articulation of the decentralization principle already captured in candidate [2]. Merging creates a more complete, self-contained memory that clearly states the relationship between local pattern execution and Signet's decentralization thesis.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"fa08b18e-05cc-4f17-8143-6f8253efbba5","targetContent":"Your patterns, running locally.\" This reinforces the decentralization thesis already in VISION.md while grounding it in a concrete, time-improving capability. The addition was accepted and applied.","confidence":0.92,"fact":{"content":"The capability of running patterns locally reinforces the decentralization thesis documented in VISION.md","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"fa08b18e-05cc-4f17-8143-6f8253efbba5","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c6b5df21-0413-4561-b48e-d1b320562459
memory_id: fa08b18e-05cc-4f17-8143-6f8253efbba5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:56:06.570Z
reason:
  Candidate [4] already captures this exact fact: 'Your patterns, running locally' grounding it as 'a concrete, time-improving capability.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Running patterns locally is described as a concrete, time-improving capability","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d3f4b546-6df6-46d8-90ff-40bd6649a29c
memory_id: fa08b18e-05cc-4f17-8143-6f8253efbba5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:56:06.570Z
reason:
  Candidate 5 (fa08b18e-05cc-4f17-8143-6f8253efbba5) already captures this fact: it explicitly mentions 'Your patterns, running locally' and states 'The addition was accepted and applied.' The new fact is a restatement of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"An addition related to running patterns locally was accepted and applied to the codebase","type":"decision","confidence":0.8},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 14251be2-ac3a-43d1-acc2-c31aa997a4bf
memory_id: fa08b18e-05cc-4f17-8143-6f8253efbba5
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:56:06.570Z
actor_type: pipeline
old_content:
  The capability of running patterns locally reinforces the decentralization thesis documented in VISION.md

new_content:
  The decentralization thesis is a core philosophy documented in VISION.md that guides Signetai development decisions

reason:
  Candidate 5 already references the decentralization thesis in VISION.md but is incomplete/garbled. The new fact provides clearer, more explicit information about it being a core philosophy that guides development decisions. Merging improves memory clarity and consolidates related knowledge.


id: eac050e1-297b-43f7-b565-5997b999d552
memory_id: fa08b18e-05cc-4f17-8143-6f8253efbba5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:56:06.570Z
reason:
  Candidate 5 already references the decentralization thesis in VISION.md but is incomplete/garbled. The new fact provides clearer, more explicit information about it being a core philosophy that guides development decisions. Merging improves memory clarity and consolidates related knowledge.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"fa08b18e-05cc-4f17-8143-6f8253efbba5","targetContent":"Your patterns, running locally.\" This reinforces the decentralization thesis already in VISION.md while grounding it in a concrete, time-improving capability. The addition was accepted and applied.","confidence":0.82,"fact":{"content":"The decentralization thesis is a core philosophy documented in VISION.md that guides Signetai development decisions","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"fa08b18e-05cc-4f17-8143-6f8253efbba5","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 29994291-0c65-4303-81ba-78be35c173c3
memory_id: 60847383-6490-4667-9374-e11dd78630ee
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:57:23.608Z
reason:
  This fact is already captured by existing memory ID 60847383-6490-4667-9374-e11dd78630ee, which documents the Refactoring Exploration Initiative where Nicholai asked what areas could be refactored and exploration agents were spawned. The new fact adds no new information beyond what's already recorded.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai asked for guidance on which areas of the signetai codebase could benefit from refactoring","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: 7c15862a-c0ee-4787-9983-f774ee734754
memory_id: 60847383-6490-4667-9374-e11dd78630ee
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:57:23.608Z
reason:
  This fact is already comprehensively covered by candidate 4 (ID: 60847383-6490-4667-9374-e11dd78630ee), which explicitly states that 'Rather than diving in directly, two parallel exploration agents were spawned to systematically identify refactoring targets.' The new fact adds no additional information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Two parallel exploration agents were spawned instead of beginning refactoring work directly to systematically identify refactoring targets","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: 791d9a2f-bd67-4700-9d94-364ee6af334e
memory_id: 60847383-6490-4667-9374-e11dd78630ee
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:57:23.608Z
reason:
  Candidate [4] (60847383...) already captures this fact: 'two parallel exploration agents were spawned to systematically identify refactoring targets.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The parallel exploration agents were tasked with systematically identifying refactoring targets across the signetai codebase","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: c0687c10-0460-4161-8848-ed864141ab31
memory_id: 60847383-6490-4667-9374-e11dd78630ee
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T15:57:23.608Z
actor_type: pipeline
old_content:
  ## Refactoring Exploration Initiative Nicholai asked what areas of the signetai codebase could be refactored. Rather than diving in directly, two parallel exploration agents were spawned to systematically identify refactoring targets.

new_content:
  Parallel exploration is the preferred approach for scoping refactoring work rather than diving directly into implementation

reason:
  New fact expresses the working principle behind the pattern already captured in candidate [5]. Elevate from specific event ('spawned agents for this task') to methodology preference ('parallel exploration is the preferred approach'). Merge to create a principle-focused memory with concrete example grounding.


id: 308f49b8-08b2-431b-9406-f30d778706df
memory_id: 60847383-6490-4667-9374-e11dd78630ee
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:57:23.609Z
reason:
  New fact expresses the working principle behind the pattern already captured in candidate [5]. Elevate from specific event ('spawned agents for this task') to methodology preference ('parallel exploration is the preferred approach'). Merge to create a principle-focused memory with concrete example grounding.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"60847383-6490-4667-9374-e11dd78630ee","targetContent":"## Refactoring Exploration Initiative Nicholai asked what areas of the signetai codebase could be refactored. Rather than diving in directly, two parallel exploration agents were spawned to systematically identify refactoring targets.","confidence":0.9,"fact":{"content":"Parallel exploration is the preferred approach for scoping refactoring work rather than diving directly into implementation","type":"preference","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"60847383-6490-4667-9374-e11dd78630ee","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: eee50327-2529-44dd-aa5f-0c822966d2d7
memory_id: f68b7877-1e58-49fc-b488-aeab05340bfd
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:58:49.224Z
reason:
  Candidate #3 (ID: f68b7877-1e58-49fc-b488-aeab05340bfd) already documents the exploration task scope for finding large files and mixed concerns across the codebase with specific focus areas. The new fact restates this existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An exploration task has been defined to scan the signetai codebase for large files and mixed concerns","type":"procedural","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: eaee66f1-e059-46a0-886e-aa6ec2bfb445
memory_id: f68b7877-1e58-49fc-b488-aeab05340bfd
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:58:49.224Z
reason:
  Candidate [3] (f68b7877-1e58-49fc-b488-aeab05340bfd) already explicitly documents this exact threshold: 'Files over 500 LOC' with the example 'packages/cli/src/cli.ts known to be ~4600 LOC'. The new fact is already captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The exploration scope targets files over 500 lines of code (LOC) as the threshold for large files","type":"procedural","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: 585ca1a5-48f5-4934-9950-0f0c6c745b91
memory_id: f68b7877-1e58-49fc-b488-aeab05340bfd
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:58:49.224Z
reason:
  Candidate 5 (ID: f68b7877-1e58-49fc-b488-aeab05340bfd) already documents this exact fact: 'packages/cli/src/cli.ts known to be ~4600 LOC' as part of the exploration scope

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"packages/cli/src/cli.ts is known to contain approximately 4600 lines of code","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: e0001717-4072-43b9-97c3-6d8ffb44c626
memory_id: f68b7877-1e58-49fc-b488-aeab05340bfd
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:58:49.224Z
reason:
  New fact is already covered by existing memory candidate [5] (ID: f68b7877-1e58-49fc-b488-aeab05340bfd), which explicitly states the exploration scope includes 'specific focus on packages/daemon/src/, packages/core/src/, and packages/cli/src/'. No new information is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The exploration task specifically focuses on three package directories: packages/daemon/src/, packages/core/src/, and packages/cli/src/","type":"procedural","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: 66a09f61-04fa-4f59-936a-11ca14a7f749
memory_id: f68b7877-1e58-49fc-b488-aeab05340bfd
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T15:58:49.224Z
reason:
  Candidate [5] already explicitly documents the exploration scope including 'Mixed concerns and code smell detection' alongside file size analysis (Files over 500 LOC). New fact provides confirmation/clarification of what is already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The exploration task includes detection of code smell (mixed concerns and quality issues) in addition to file size analysis","type":"procedural","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: 3a0c465c-0080-43d8-98c5-318601104de9
memory_id: 68063194-c3be-45bb-9b4f-ab01589ef216
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:00:24.040Z
reason:
  Candidate 4 already documents that a second agent is tasked with detecting TypeScript discipline violations and code duplication, with specific details about what it scans for (as assertions, any types, ! operators). New fact is a broader restatement of the same task already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"An agent is tasked with detecting TypeScript discipline violations and code duplication in the signetai project","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: 73c480e6-b879-4770-a72a-555759a5eca5
memory_id: 68063194-c3be-45bb-9b4f-ab01589ef216
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:00:24.040Z
reason:
  New fact is already captured in candidate [1] which explicitly lists 'no `as`' as a TypeScript discipline rule, and is documented in the CLAUDE.md file provided in context. No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The signetai project prohibits `as` type assertions in code (violates TypeScript discipline convention per CLAUDE.md)","type":"decision","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: 007adba2-6a2d-4c0f-a374-bedf7fd375be
memory_id: 3d7dc90b-1371-4a4c-9cae-6ad6827c8de0
event: created
changed_by: pipeline-v2
created_at: 2026-02-25T16:00:24.040Z
new_content:
  The signetai project prohibits `any` types; developers must use `unknown` with explicit type narrowing instead (per CLAUDE.md style & conventions)

reason:
  New TypeScript discipline rule specific to signetai project. Not covered by existing memories. Important for enforcing code quality and should be preserved for future development sessions.

metadata:
  {"proposedAction":"add","sourceMemoryId":"68063194-c3be-45bb-9b4f-ab01589ef216","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 98668677-effe-49f0-b1ab-f2404e9fdcac
memory_id: 68063194-c3be-45bb-9b4f-ab01589ef216
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:00:24.040Z
reason:
  New TypeScript discipline rule specific to signetai project. Not covered by existing memories. Important for enforcing code quality and should be preserved for future development sessions.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The signetai project prohibits `any` types; developers must use `unknown` with explicit type narrowing instead (per CLAUDE.md style & conventions)","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":"3d7dc90b-1371-4a4c-9cae-6ad6827c8de0","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f357c48b-8828-4ec5-806d-6fabbd82d60b
memory_id: 21f30c9e-6f89-445d-b333-0c36463eef54
event: created
changed_by: pipeline-v2
created_at: 2026-02-25T16:00:24.040Z
new_content:
  The signetai project prohibits `!` non-null assertions; developers must use explicit null checks instead (per CLAUDE.md style & conventions)

reason:
  New fact states a project-wide style rule from CLAUDE.md (prohibits `!` non-null assertions). Existing candidates are task items, agent objectives, or implementation rationales—none document the rule itself as a standalone convention. This should be preserved as a reference for future development.

metadata:
  {"proposedAction":"add","sourceMemoryId":"68063194-c3be-45bb-9b4f-ab01589ef216","decisionConfidence":0.9,"factConfidence":0.95,"extractionModel":"haiku"}


id: 0f0e5699-6892-4470-9896-099b686907fe
memory_id: 68063194-c3be-45bb-9b4f-ab01589ef216
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:00:24.040Z
reason:
  New fact states a project-wide style rule from CLAUDE.md (prohibits `!` non-null assertions). Existing candidates are task items, agent objectives, or implementation rationales—none document the rule itself as a standalone convention. This should be preserved as a reference for future development.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The signetai project prohibits `!` non-null assertions; developers must use explicit null checks instead (per CLAUDE.md style & conventions)","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":"21f30c9e-6f89-445d-b333-0c36463eef54","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5ac0523c-0f36-41b4-9ae8-73c5f1bedd89
memory_id: 68063194-c3be-45bb-9b4f-ab01589ef216
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:00:24.040Z
actor_type: pipeline
old_content:
  Second agent tasked with detecting TypeScript discipline violations and duplication: - Scanning for `as` type assertions (violates project convention) - Detecting `any` types (should use `unknown` with narrowing per CLAUDE.md) - Finding `!` non-null assertions (should be explicit null checks) - Id

new_content:
  The code review/linting agent scans for `as` type assertions, `any` types, and `!` non-null assertions as part of TypeScript discipline validation

reason:
  New fact directly refines and completes candidate [5], which was partially documented. Both describe the same TypeScript discipline validation procedure (scanning for `as`, `any`, `!`). Merging provides a cleaner, complete statement of this procedural knowledge.


id: 1e5e7c44-3f60-4a20-9aa1-a16c44054b9d
memory_id: 68063194-c3be-45bb-9b4f-ab01589ef216
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:00:24.041Z
reason:
  New fact directly refines and completes candidate [5], which was partially documented. Both describe the same TypeScript discipline validation procedure (scanning for `as`, `any`, `!`). Merging provides a cleaner, complete statement of this procedural knowledge.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"68063194-c3be-45bb-9b4f-ab01589ef216","targetContent":"Second agent tasked with detecting TypeScript discipline violations and duplication: - Scanning for `as` type assertions (violates project convention) - Detecting `any` types (should use `unknown` with narrowing per CLAUDE.md) - Finding `!` non-null assertions (should be explicit null checks) - Id","confidence":0.95,"fact":{"content":"The code review/linting agent scans for `as` type assertions, `any` types, and `!` non-null assertions as part of TypeScript discipline validation","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"68063194-c3be-45bb-9b4f-ab01589ef216","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a02390fa-8278-4be1-bb76-b357b4dde31b
memory_id: 1d65c1ff-20da-4715-bcd6-184f2dac9da7
event: updated
old_content: Signet is an open standard for portable AI agent identity with spec version 0.2.1-draft
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:04:23.796Z
actor_type: pipeline
new_content:
  Signet is an open standard for portable AI agent identity with spec version 0.2.1-draft, auth built on ERC-8128 wallet-based signatures

reason:
  New fact enriches candidate [3] by adding the ERC-8128 wallet-based signature authentication detail. Candidate [1] becomes redundant after this update.


id: ebeb353a-33d7-4de3-a73f-ab4ce685885b
memory_id: 4ec63b7b-6559-45b3-ad9d-6cd974ca4dd8
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:04:23.797Z
reason:
  New fact enriches candidate [3] by adding the ERC-8128 wallet-based signature authentication detail. Candidate [1] becomes redundant after this update.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"1d65c1ff-20da-4715-bcd6-184f2dac9da7","targetContent":"Signet is an open standard for portable AI agent identity with spec version 0.2.1-draft","confidence":0.95,"fact":{"content":"Signet is an open standard for portable AI agent identity with spec version 0.2.1-draft, auth built on ERC-8128 wallet-based signatures","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":13,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":"1d65c1ff-20da-4715-bcd6-184f2dac9da7","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4a90b451-1a12-4f12-98e9-0c78ea057ae0
memory_id: 4ec63b7b-6559-45b3-ad9d-6cd974ca4dd8
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:04:23.797Z
reason:
  New fact is already covered by existing candidates: [1] contains the build sequence, [2] contains the bun workspace monorepo information. No new information to add or merge.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The signetai repository is organized as a bun workspace monorepo with ordered build sequence: build:core → build:connector-base → build:deps (parallel) → build:signetai","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":13,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fceb090c-0be0-4f5d-8ced-63f4fc703cc4
memory_id: 4977fe0c-164d-4e63-8acf-8aafce5da87b
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:04:23.797Z
actor_type: pipeline
old_content:
  All user data in Signet is stored at ~/.agents/ including agent.yaml, AGENTS.md, SOUL.md, IDENTITY.md, USER.md, MEMORY.md, and agent.db

new_content:
  All user data lives at ~/.agents/ containing agent.yaml (configuration), AGENTS.md (identity), SOUL.md (personality), MEMORY.md (working memory), memory/ (SQLite database), skills/, and .secrets/

reason:
  New fact adds directory structure details (memory/, skills/, .secrets/) and clarifies database location (memory/ dir vs agent.db). Merge into candidate [1] which already covers identity files. Result should list complete ~/.agents/ structure with all files and subdirectories.


id: 1f90f321-d3f0-4056-bc68-717e271e6add
memory_id: 4ec63b7b-6559-45b3-ad9d-6cd974ca4dd8
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:04:23.797Z
reason:
  New fact adds directory structure details (memory/, skills/, .secrets/) and clarifies database location (memory/ dir vs agent.db). Merge into candidate [1] which already covers identity files. Result should list complete ~/.agents/ structure with all files and subdirectories.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"4977fe0c-164d-4e63-8acf-8aafce5da87b","targetContent":"All user data in Signet is stored at ~/.agents/ including agent.yaml, AGENTS.md, SOUL.md, IDENTITY.md, USER.md, MEMORY.md, and agent.db","confidence":0.92,"fact":{"content":"All user data lives at ~/.agents/ containing agent.yaml (configuration), AGENTS.md (identity), SOUL.md (personality), MEMORY.md (working memory), memory/ (SQLite database), skills/, and .secrets/","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":13,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":"4977fe0c-164d-4e63-8acf-8aafce5da87b","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f31f23d5-81b5-4181-b934-5d6cee879f1a
memory_id: ea79fd89-710d-45bf-b332-8e5568e34743
event: updated
old_content: Signet daemon runs on port 3850 by default
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:04:23.797Z
actor_type: pipeline
new_content:
  The daemon runs on port 3850 and provides HTTP API endpoints at /api/*, file watching with debounced sync (5s for commits, 2s for harness sync), and memory pipeline with stages: extraction → decision → knowledge graph → retention decay → document ingest → maintenance → session summary

reason:
  New fact comprehensively refines candidate [5] which only mentions the port. The new fact adds critical architectural details: HTTP API endpoints structure, debounced file watching behavior (5s commits, 2s sync), and the complete memory pipeline stages. Merging creates a more useful, self-contained architectural fact.


id: 9b3bec0a-726a-4a0f-8ea8-7f677425016c
memory_id: 4ec63b7b-6559-45b3-ad9d-6cd974ca4dd8
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:04:23.797Z
reason:
  New fact comprehensively refines candidate [5] which only mentions the port. The new fact adds critical architectural details: HTTP API endpoints structure, debounced file watching behavior (5s commits, 2s sync), and the complete memory pipeline stages. Merging creates a more useful, self-contained architectural fact.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"ea79fd89-710d-45bf-b332-8e5568e34743","targetContent":"Signet daemon runs on port 3850 by default","confidence":0.92,"fact":{"content":"The daemon runs on port 3850 and provides HTTP API endpoints at /api/*, file watching with debounced sync (5s for commits, 2s for harness sync), and memory pipeline with stages: extraction → decision → knowledge graph → retention decay → document ingest → maintenance → session summary","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":13,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":"ea79fd89-710d-45bf-b332-8e5568e34743","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 335919e1-6bfd-494a-8708-0ad621e897d5
memory_id: 2b85243f-4def-4dd5-a537-f5e247242f03
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:04:23.797Z
actor_type: pipeline
old_content:
  Session tracking enforces the 'plugin' runtime path to prevent concurrent writes and ensure consistency

new_content:
  The memory pipeline is plugin-first with connectors sending hook requests with x-signet-runtime-path header (plugin or legacy), enforcing one active path per session with 409 on conflict

reason:
  New fact provides the technical implementation details of how the session tracking enforcement works (x-signet-runtime-path header, plugin/legacy routing, 409 on conflict). Candidate [5] references the same mechanism but is vague. Merge into a more complete technical description.


id: 196f3752-8cbb-4b53-8f48-1600fe61cd48
memory_id: 4ec63b7b-6559-45b3-ad9d-6cd974ca4dd8
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:04:23.798Z
reason:
  New fact provides the technical implementation details of how the session tracking enforcement works (x-signet-runtime-path header, plugin/legacy routing, 409 on conflict). Candidate [5] references the same mechanism but is vague. Merge into a more complete technical description.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"2b85243f-4def-4dd5-a537-f5e247242f03","targetContent":"Session tracking enforces the 'plugin' runtime path to prevent concurrent writes and ensure consistency","confidence":0.85,"fact":{"content":"The memory pipeline is plugin-first with connectors sending hook requests with x-signet-runtime-path header (plugin or legacy), enforcing one active path per session with 409 on conflict","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":13,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":"2b85243f-4def-4dd5-a537-f5e247242f03","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3aa1e6b5-d1f9-42c1-9bab-2a024700df4a
memory_id: 81d6b7cc-be07-4d1d-9526-9dee2b8025f3
event: updated
new_content: SQLite uses runtime detection: bun:sqlite under Bun runtime, better-sqlite3 under Node.js runtime
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:04:23.798Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 268 characters]

reason:
  New fact provides the complete runtime detection strategy (bun:sqlite vs better-sqlite3) that supplements the existing architecture memory which only mentions bun:sqlite in daemon context. Merging gives fuller implementation detail.


id: 3769d935-ce8a-4fa6-9365-cd061536a772
memory_id: 4ec63b7b-6559-45b3-ad9d-6cd974ca4dd8
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:04:23.799Z
reason:
  New fact provides the complete runtime detection strategy (bun:sqlite vs better-sqlite3) that supplements the existing architecture memory which only mentions bun:sqlite in daemon context. Merging gives fuller implementation detail.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"81d6b7cc-be07-4d1d-9526-9dee2b8025f3","targetContent":"### Architecture\n\n- CLI: `packages/cli/` - Commander-based, bundled with bun targeting node\n- Daemon: `packages/daemon/` - Hono HTTP server, bundled targeting bun (uses bun:sqlite)\n- Package: `packages/signetai/` - Combined package with bin, dist, dashboard, templates","confidence":0.9,"fact":{"content":"SQLite uses runtime detection: bun:sqlite under Bun runtime, better-sqlite3 under Node.js runtime","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":13,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":"81d6b7cc-be07-4d1d-9526-9dee2b8025f3","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ec0a23d0-ddfa-450f-9218-01b40361e96a
memory_id: 98832682-fb8b-4116-8c08-13929475aeac
event: created
changed_by: pipeline-v2
created_at: 2026-02-25T16:04:23.799Z
new_content:
  Development conventions enforce: no 'any' types (use 'unknown' with narrowing), no 'as' assertions (fix types instead), no '!' null assertions (check explicitly), discriminated unions over optional properties, readonly everywhere mutation isn't intended, no enums (use as const + union types), explicit return types on exports, result types over exceptions, effect-free module scope

reason:
  New fact comprehensively consolidates all TypeScript discipline rules from CLAUDE.md (8 rules total). Existing candidates [3] and [4] only cover individual rules (any, !). Candidate [2] is incomplete and embedded in other context. A unified memory covering the full discipline set is more useful than fragmented decisions.

metadata:
  {"proposedAction":"add","sourceMemoryId":"4ec63b7b-6559-45b3-ad9d-6cd974ca4dd8","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"haiku"}


id: 7730bdbd-98d2-43fd-9353-6d502ccc4d39
memory_id: 4ec63b7b-6559-45b3-ad9d-6cd974ca4dd8
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:04:23.799Z
reason:
  New fact comprehensively consolidates all TypeScript discipline rules from CLAUDE.md (8 rules total). Existing candidates [3] and [4] only cover individual rules (any, !). Candidate [2] is incomplete and embedded in other context. A unified memory covering the full discipline set is more useful than fragmented decisions.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Development conventions enforce: no 'any' types (use 'unknown' with narrowing), no 'as' assertions (fix types instead), no '!' null assertions (check explicitly), discriminated unions over optional properties, readonly everywhere mutation isn't intended, no enums (use as const + union types), explicit return types on exports, result types over exceptions, effect-free module scope","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":13,"entityCount":13,"createdMemoryId":"98832682-fb8b-4116-8c08-13929475aeac","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 28565b53-f4f3-47d1-8ec3-3326785bc552
memory_id: 4ec63b7b-6559-45b3-ad9d-6cd974ca4dd8
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:04:23.799Z
reason:
  This architectural fact about auth middleware (token-based protection, policy rules, rate limiting at /api/*) is already documented in the project's CLAUDE.md under 'Key Files' section. Memories should capture patterns and insights beyond project documentation, not duplicate documented architecture. If this becomes a working pattern or insight during development, it can be captured then.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Auth middleware at packages/daemon/src/auth/ includes token-based protection with policy rules and rate limiting for routes under /api/*","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":13,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d65cb573-074d-4020-ae9c-d5e0b3bf7e85
memory_id: c4b03938-7a70-4e16-9132-8e75558972e6
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:04:23.799Z
actor_type: pipeline
old_content:
  Signet database migrations are stored as numbered .ts files in packages/core/src/migrations/ directory (numbered sequentially such as 009-summary-jobs.ts) and run automatically on daemon startup

new_content:
  Database migrations at packages/core/src/migrations/ contain numbered migrations (001-baseline through 010-umap-cache) that run automatically on daemon startup

reason:
  New fact provides specific migration range (001-baseline through 010-umap-cache) that refines candidate [4], which already covers the core concept (numbered .ts files, automatic startup execution, location). Updating adds concrete examples while preserving the general pattern.


id: adadbe96-b281-4038-bd62-80130fc2386a
memory_id: 4ec63b7b-6559-45b3-ad9d-6cd974ca4dd8
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:04:23.800Z
reason:
  New fact provides specific migration range (001-baseline through 010-umap-cache) that refines candidate [4], which already covers the core concept (numbered .ts files, automatic startup execution, location). Updating adds concrete examples while preserving the general pattern.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"c4b03938-7a70-4e16-9132-8e75558972e6","targetContent":"Signet database migrations are stored as numbered .ts files in packages/core/src/migrations/ directory (numbered sequentially such as 009-summary-jobs.ts) and run automatically on daemon startup","confidence":0.88,"fact":{"content":"Database migrations at packages/core/src/migrations/ contain numbered migrations (001-baseline through 010-umap-cache) that run automatically on daemon startup","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":13,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":"c4b03938-7a70-4e16-9132-8e75558972e6","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3e2bc10e-3add-46ad-8a29-79a65902de40
memory_id: 4ec63b7b-6559-45b3-ad9d-6cd974ca4dd8
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:04:23.800Z
reason:
  Candidate [5] already documents the exact work: examining packages/daemon/src/hooks.ts to identify duplicated logic patterns in fetch calls, error handling, and database queries. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Current work involves examining packages/daemon/src/hooks.ts to identify and eliminate duplicated logic patterns in fetch calls, error handling, and database queries","type":"procedural","confidence":0.8},"extractionModel":"haiku","factCount":13,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c65eaae4-a24c-4049-a8ab-0f260c5575e8
memory_id: 47905083-e8af-4874-b4e1-9045467ec414
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:04:23.800Z
actor_type: pipeline
old_content:
  These config unification and utility extraction tasks are part of the Signet ingest pipeline refactoring effort to eliminate code duplication and standardize LLM provider integration

new_content:
  The ingest pipeline refactoring aims to eliminate duplication and standardize LLM provider integration by extracting common utilities (git-utils.ts, chat-utils.ts) and migrating LlmProvider interface from daemon to core

reason:
  New fact refines existing rationale with specific implementation details (git-utils.ts, chat-utils.ts extraction). Both discuss eliminating duplication and standardizing LLM integration. Merging adds actionable specificity to the broader rationale.


id: 2e281f66-58da-4612-98ca-46ca507ce55c
memory_id: 4ec63b7b-6559-45b3-ad9d-6cd974ca4dd8
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:04:23.800Z
reason:
  New fact refines existing rationale with specific implementation details (git-utils.ts, chat-utils.ts extraction). Both discuss eliminating duplication and standardizing LLM integration. Merging adds actionable specificity to the broader rationale.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"47905083-e8af-4874-b4e1-9045467ec414","targetContent":"These config unification and utility extraction tasks are part of the Signet ingest pipeline refactoring effort to eliminate code duplication and standardize LLM provider integration","confidence":0.88,"fact":{"content":"The ingest pipeline refactoring aims to eliminate duplication and standardize LLM provider integration by extracting common utilities (git-utils.ts, chat-utils.ts) and migrating LlmProvider interface from daemon to core","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":13,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":"47905083-e8af-4874-b4e1-9045467ec414","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c066c4bf-99ec-4011-87db-c8606218d8c7
memory_id: 4ec63b7b-6559-45b3-ad9d-6cd974ca4dd8
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:04:23.800Z
reason:
  New fact is functionally identical to existing candidates 4 (decision type) and 5 (procedural type), which already establish the rule that shadcn-svelte components must be preferred over custom implementations. No new information or refinement is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Dashboard development must use components from shadcn-svelte (https://www.shadcn-svelte.com) rather than custom implementations","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":13,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f5a7a7aa-5a19-4db9-bd29-04a79fce0cb4
memory_id: 4e21d3fc-8fc1-4825-9bb1-2f1dfd7e093b
event: created
changed_by: pipeline-v2
created_at: 2026-02-25T16:04:23.800Z
new_content:
  Connector packages (cli, opencode, openclaw) are idempotent and safe to run install multiple times without side effects

reason:
  Distinct architectural principle about connector safety/idempotence not explicitly covered in existing candidates. While candidate [3] describes connector functionality, none state the idempotence guarantee explicitly. This is an important operational guideline worth storing for reference.

metadata:
  {"proposedAction":"add","sourceMemoryId":"4ec63b7b-6559-45b3-ad9d-6cd974ca4dd8","decisionConfidence":0.92,"factConfidence":0.85,"extractionModel":"haiku"}


id: d4689d42-bd34-4849-8359-e663343b2fd0
memory_id: 4ec63b7b-6559-45b3-ad9d-6cd974ca4dd8
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:04:23.800Z
reason:
  Distinct architectural principle about connector safety/idempotence not explicitly covered in existing candidates. While candidate [3] describes connector functionality, none state the idempotence guarantee explicitly. This is an important operational guideline worth storing for reference.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Connector packages (cli, opencode, openclaw) are idempotent and safe to run install multiple times without side effects","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":13,"entityCount":13,"createdMemoryId":"4e21d3fc-8fc1-4825-9bb1-2f1dfd7e093b","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 488fd8ad-1437-40e6-a865-0bdfa27ab8a4
memory_id: 2ca59459-1cb3-4144-93dc-ea8522373ac0
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:05:41.861Z
reason:
  Candidate [5] already captures this fact with more specificity: 'Exploration agents were dispatched and awaiting results.' The new fact is a more generic restatement of information already recorded in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Exploration agents were dispatched to investigate and gather information during the current 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: 119431fd-f4b9-4ea5-9a95-61dd0703913a
memory_id: 2ca59459-1cb3-4144-93dc-ea8522373ac0
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:05:41.862Z
reason:
  Candidate [5] already captures this exact state: 'Exploration agents were dispatched and awaiting results.' The new fact adds no additional information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The dispatched exploration agents are currently in a waiting state pending results","type":"fact","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: ab225ae6-788a-4b4b-81c8-50d3d9319252
memory_id: 2ca59459-1cb3-4144-93dc-ea8522373ac0
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:05:41.862Z
reason:
  Candidate 5 already covers this fact with additional context (agents dispatched, reconnaissance focus). The new fact is less comprehensive than the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"No refactoring actions were taken during the current session","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: 7adb77ba-5c74-4d6f-befc-585fe6a7d17e
memory_id: 2ca59459-1cb3-4144-93dc-ea8522373ac0
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:05:41.862Z
reason:
  Candidate #5 already comprehensively captures this fact: 'No refactoring actions taken yet—this session was focused on reconnaissance and prioritization.' The new fact is essentially a restatement of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The current session prioritized reconnaissance and prioritization work over implementation or refactoring actions","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: c2627ad8-4ba7-46bf-994e-bd84dc444e0a
memory_id: 0adee576-dfde-4160-ab34-f7172b180c29
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:06:45.713Z
reason:
  Candidate [3] already captures this exact decision: 'Nicholai requested adding a real-time, interactive visualization of the memory pipeline to the Signet dashboard.' This memory is well-established with supporting context in candidates [4] and [5] covering exploration and goal details.

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":3,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fff0b172-5961-4c9a-8a4e-8336870109ef
memory_id: 0adee576-dfde-4160-ab34-f7172b180c29
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:06:45.714Z
actor_type: pipeline
old_content:
  ## Pipeline Visualization Feature Planning Nicholai requested adding a real-time, interactive visualization of the memory pipeline to the Signet dashboard—converting the static diagrams (public/memory-loop-v2.jpg and docs/memory-loop.mmd) into a live component showing data flowing through extraction workers, database operations, and retention systems.

new_content:
  The Signet dashboard currently references static memory pipeline diagrams at public/memory-loop-v2.jpg and docs/memory-loop.mmd

reason:
  New fact confirms the exact file locations of the static diagrams mentioned in the Pipeline Visualization Feature Planning memory, providing current state details that ground the existing feature plan


id: 7fd7ce0a-9236-4dad-8d11-2bb3ec6f4cdd
memory_id: 0adee576-dfde-4160-ab34-f7172b180c29
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:06:45.715Z
reason:
  New fact confirms the exact file locations of the static diagrams mentioned in the Pipeline Visualization Feature Planning memory, providing current state details that ground the existing feature plan

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"0adee576-dfde-4160-ab34-f7172b180c29","targetContent":"## Pipeline Visualization Feature Planning Nicholai requested adding a real-time, interactive visualization of the memory pipeline to the Signet dashboard—converting the static diagrams (public/memory-loop-v2.jpg and docs/memory-loop.mmd) into a live component showing data flowing through extraction workers, database operations, and retention systems.","confidence":0.85,"fact":{"content":"The Signet dashboard currently references static memory pipeline diagrams at public/memory-loop-v2.jpg and docs/memory-loop.mmd","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"0adee576-dfde-4160-ab34-f7172b180c29","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7b67f99d-1ee8-49ac-b5a8-1da297ac799e
memory_id: 0adee576-dfde-4160-ab34-f7172b180c29
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:06:45.715Z
reason:
  Candidate 0adee576 already explicitly documents the visualization requirements, including 'showing data flowing through extraction workers, database operations, and retention systems.' The new fact restates existing planning information without adding new details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The requested memory pipeline visualization should display data flowing through extraction workers, database operations, and retention systems","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d124713f-0645-42ea-b03b-86a9e2ead51a
memory_id: ee72deef-eaeb-4b97-b47c-629cece9f722
event: updated
new_content: The dashboard codebase is located at packages/cli/dashboard/ within the @signet/cli package
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:07:40.233Z
actor_type: pipeline
old_content:
  Signet dashboard is built with Svelte 5 + Tailwind v4 + bits-ui + CodeMirror 6 + 3d-force-graph as static files served by daemon at /

reason:
  New fact complements existing memory about dashboard tech stack. Merging location info with tech stack creates a more complete, actionable memory about the Signet dashboard codebase.


id: fb055f5c-7af9-45bc-b6e0-e38d875ef141
memory_id: db98b006-7618-4bb2-97cc-f22090218ab5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:07:40.234Z
reason:
  New fact complements existing memory about dashboard tech stack. Merging location info with tech stack creates a more complete, actionable memory about the Signet dashboard codebase.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"ee72deef-eaeb-4b97-b47c-629cece9f722","targetContent":"Signet dashboard is built with Svelte 5 + Tailwind v4 + bits-ui + CodeMirror 6 + 3d-force-graph as static files served by daemon at /","confidence":0.95,"fact":{"content":"The dashboard codebase is located at packages/cli/dashboard/ within the @signet/cli package","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":"ee72deef-eaeb-4b97-b47c-629cece9f722","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5c7113a7-301c-46f7-b84a-88477fcc6bd0
memory_id: db98b006-7618-4bb2-97cc-f22090218ab5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:07:40.234Z
reason:
  The new fact is already well-covered by existing memories: candidate [5] documents the tech stack (Svelte 5, Tailwind v4, bits-ui, CodeMirror 6, 3d-force-graph), candidate [4] establishes the shadcn-svelte component policy, and candidate [1] provides specific component examples. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The dashboard is built with Svelte 5, Tailwind v4, bits-ui, CodeMirror 6, and 3d-force-graph, and uses shadcn-svelte components for UI","type":"semantic","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: 9dfa0348-ce64-4945-92c6-b9dbc04af51a
memory_id: aac51630-fa33-48ec-8c6e-6779db4dbd9c
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:09:51.231Z
reason:
  Candidate [5] already comprehensively covers the tech stack (Svelte 5, Tailwind v4, bits-ui, 3d-force-graph) and the goal of creating an interactive pipeline visualization with real-time data flow. New fact is a restatement of existing memory with less detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The interactive pipeline visualization leverages existing infrastructure including Svelte 5, Tailwind v4, bits-ui, and 3d-force-graph for implementation","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: b5961796-c199-42b2-a163-71986e94735c
memory_id: d8149318-97f8-4f59-adfc-beb6ba6f69d0
event: created
new_content: The interactive pipeline visualization displays active worker status and job queue state
changed_by: pipeline-v2
created_at: 2026-02-25T16:09:51.231Z
reason:
  New fact about pipeline visualization dashboard feature (active worker status and job queue display). No existing memory covers this dashboard capability.

metadata:
  {"proposedAction":"add","sourceMemoryId":"aac51630-fa33-48ec-8c6e-6779db4dbd9c","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 2fab1aaa-1c82-49ca-874d-601837498f39
memory_id: aac51630-fa33-48ec-8c6e-6779db4dbd9c
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:09:51.232Z
reason:
  New fact about pipeline visualization dashboard feature (active worker status and job queue display). No existing memory covers this dashboard capability.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The interactive pipeline visualization displays active worker status and job queue state","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":"d8149318-97f8-4f59-adfc-beb6ba6f69d0","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 77d796ca-7498-4b63-b03b-77996ef80ce8
memory_id: aac51630-fa33-48ec-8c6e-6779db4dbd9c
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:09:51.232Z
reason:
  Candidate #5 (aac51630-fa33-48ec-8c6e-6779db4dbd9c) already comprehensively covers this: it explicitly states the goal to create 'an interactive pipeline view that displays... Data flow between components in real time.' The new fact is a restatement of existing documented goals.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.88,"fact":{"content":"The interactive pipeline visualization provides real-time display of data flow between components","type":"fact","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: 3854cfc9-e308-4473-a4d7-895857a68c3b
memory_id: aac51630-fa33-48ec-8c6e-6779db4dbd9c
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:09:51.232Z
reason:
  This fact is already comprehensively covered by existing memory ID aac51630-fa33-48ec-8c6e-6779db4dbd9c, which explicitly lists 'Pipeline metrics and throughput' as a key display element for the interactive pipeline visualization goal.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The interactive pipeline visualization displays pipeline metrics and throughput information","type":"fact","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: e8f5f802-87f2-43f5-aa0e-0be6d4663a09
memory_id: aac51630-fa33-48ec-8c6e-6779db4dbd9c
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:09:51.232Z
reason:
  Candidate [5] already explicitly captures this procedural detail: 'Exploration focused on understanding component patterns, existing visualization approaches, and available daemon API endpoints.' The new fact is a restatement of the component pattern analysis that's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Development exploration included analyzing component patterns to understand visualization design requirements","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 67326302-2268-427d-a9ae-8128d5597fa1
memory_id: 68ceefde-6dfa-4103-9a78-1600f4af4e35
event: created
changed_by: pipeline-v2
created_at: 2026-02-25T16:09:51.233Z
new_content:
  Development exploration included reviewing existing visualization approaches to inform implementation strategy

reason:
  New fact is session-specific procedural detail about reviewing visualization approaches before implementation. Related to but distinct from the general exploration preference in [5]—deserves separate memory for future visualization work reference.

metadata:
  {"proposedAction":"add","sourceMemoryId":"aac51630-fa33-48ec-8c6e-6779db4dbd9c","decisionConfidence":0.85,"factConfidence":0.85,"extractionModel":"haiku"}


id: 0fc50ce7-b635-4562-9cc8-668c0581e9f9
memory_id: aac51630-fa33-48ec-8c6e-6779db4dbd9c
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:09:51.233Z
reason:
  New fact is session-specific procedural detail about reviewing visualization approaches before implementation. Related to but distinct from the general exploration preference in [5]—deserves separate memory for future visualization work reference.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Development exploration included reviewing existing visualization approaches to inform implementation strategy","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":"68ceefde-6dfa-4103-9a78-1600f4af4e35","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 17adf56a-c8b4-458d-8c42-5abae009f7e0
memory_id: aac51630-fa33-48ec-8c6e-6779db4dbd9c
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:09:51.233Z
reason:
  Candidate [5] already captures this exact exploration activity: 'Exploration focused on understanding component patterns, existing visualization approaches, and available daemon API endpoints that could power the live visualization.' The new fact is a restatement of the same information without additional details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Development exploration included identifying available daemon API endpoints that could power the live pipeline visualization","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7899a0dd-c61a-4ab8-9faf-28d1d19ddc01
memory_id: 1c4e2cdf-b982-498a-ba90-921cfcca24f5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:10:45.094Z
reason:
  Candidate #4 already captures this fact with more specificity: it documents that Nicholai initiated planning for an OpenClaw upstream contribution focused on either improving their memory pipeline or porting Signet patterns. The new fact is subsumed by the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai initiated planning for a concrete upstream contribution to the OpenClaw project","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: 7e3bda1a-e803-417f-b855-6581ded61853
memory_id: 1c4e2cdf-b982-498a-ba90-921cfcca24f5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:10:45.094Z
reason:
  Candidate [4] already captures this exact concept: the planned OpenClaw contribution will either improve their memory pipeline foundation or port useful patterns from Signet. The new fact is a restatement of existing memory content, not new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The planned upstream contribution to OpenClaw would either improve OpenClaw's memory pipeline foundation or port useful patterns from Signet to OpenClaw","type":"procedural","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: d533f13d-00da-4883-821f-2843b93279e2
memory_id: 15dea7b9-933a-46f5-93ab-a31ff0a5e806
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:12:04.395Z
reason:
  Candidate [5] already captures the essential fact: a session focused on understanding OpenClaw's architecture and contribution protocols. This is a direct match with the new fact, and candidate [5] provides additional context (purpose: to propose a high-impact feature).

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":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ea5380a8-1bd5-4934-b092-b0318af3a8a3
memory_id: 15dea7b9-933a-46f5-93ab-a31ff0a5e806
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:12:04.395Z
reason:
  Candidate [5] already captures this exact insight: 'The session focused on understanding OpenClaw's architecture and contribution protocols to propose a high-impact feature.' The new fact restates this relationship without adding novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The purpose of studying OpenClaw's architecture and contribution protocols was to enable proposing a high-impact feature","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: 50fea0bb-4c49-4ab4-bd48-e0e708e42602
memory_id: e09c9f26-613e-4d81-a9a1-378470dba1f2
event: created
new_content: OpenClaw has documented architecture that can be studied
changed_by: pipeline-v2
created_at: 2026-02-25T16:12:04.395Z
reason:
  New fact about OpenClaw's documented architecture is distinct from existing memories. Candidate 4 covers methodology for studying architecture, but doesn't capture this specific finding. Candidates 2-3 are about sessions where no decisions were made. This is useful context for future reference.

metadata:
  {"proposedAction":"add","sourceMemoryId":"15dea7b9-933a-46f5-93ab-a31ff0a5e806","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: f43d1f6c-972a-4604-9181-c3481355a8cf
memory_id: 15dea7b9-933a-46f5-93ab-a31ff0a5e806
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:12:04.395Z
reason:
  New fact about OpenClaw's documented architecture is distinct from existing memories. Candidate 4 covers methodology for studying architecture, but doesn't capture this specific finding. Candidates 2-3 are about sessions where no decisions were made. This is useful context for future reference.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"OpenClaw has documented architecture that can be studied","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":"e09c9f26-613e-4d81-a9a1-378470dba1f2","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a4783574-8874-4cd6-932f-6e465cbc408a
memory_id: 15dea7b9-933a-46f5-93ab-a31ff0a5e806
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:12:04.396Z
reason:
  Candidate 5 already captures the core concept—the session focused on understanding OpenClaw's contribution protocols, which presupposes they are defined. The new fact is semantically covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"OpenClaw has defined contribution protocols that developers should follow","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: accd39a1-8efb-42e0-bccb-d60e23586ed0
memory_id: 67c75a72-f603-4e85-af53-93839b485f77
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:13:56.804Z
reason:
  Candidate [5] already comprehensively documents the Explore agent deployment with identical scope: memory-lancedb extension, plugin architecture, and contribution guidelines. New fact is a less detailed restatement of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An Explore agent was deployed to research OpenClaw's memory systems, plugin architecture, and contribution process","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 84daca8d-0b4c-462d-afe4-85f85d71b752
memory_id: 67c75a72-f603-4e85-af53-93839b485f77
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:13:56.804Z
reason:
  Candidate [4] already documents this exact research: 'Initially deployed an Explore agent to investigate: - OpenClaw's memory-lancedb extension/plugin implementation (storage, search, creation patterns) - OpenClaw's plugin/extension architecture and registration APIs...' The new fact is a near-duplicate of existing memory content.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The research investigated OpenClaw's memory-lancedb extension/plugin implementation including storage patterns, search mechanisms, and creation patterns","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0bf940fe-7cb2-4ed7-92fe-5b66aa31657b
memory_id: 67c75a72-f603-4e85-af53-93839b485f77
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:13:56.804Z
reason:
  The new fact is already well-covered by existing memories. Candidate 5 (67c75a72) explicitly states that the Explore agent was deployed to investigate 'OpenClaw's plugin/extension architecture and registration APIs.' Candidates 1 and 4 contain detailed technical findings from that investigation. The new fact is a high-level summary of work already documented in these memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"OpenClaw's plugin/extension architecture and registration APIs were examined during the investigation","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6710fb32-3274-42ed-b69f-ee6a336fbfd4
memory_id: 4bc92009-95a9-4a31-88da-5e87b6d4d0d9
event: updated
new_content: Memory-core base interfaces were studied as part of the research
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:13:56.804Z
actor_type: pipeline
old_content:
  Initial exploration began by examining the core types system, particularly the LlmProvider interface and pipeline configuration types in `packages/core/src/types.ts`. The session started in plan mode to scope the investigation before implementation.

reason:
  New fact about studying memory-core base interfaces extends the initial exploration work already documented in candidate [4]. Both relate to codebase investigation and core type system analysis. Merging would create a more complete picture of the exploration phase.


id: 42036dca-fc7e-4265-b572-2f1a7b948ade
memory_id: 67c75a72-f603-4e85-af53-93839b485f77
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:13:56.805Z
reason:
  New fact about studying memory-core base interfaces extends the initial exploration work already documented in candidate [4]. Both relate to codebase investigation and core type system analysis. Merging would create a more complete picture of the exploration phase.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"4bc92009-95a9-4a31-88da-5e87b6d4d0d9","targetContent":"Initial exploration began by examining the core types system, particularly the LlmProvider interface and pipeline configuration types in `packages/core/src/types.ts`. The session started in plan mode to scope the investigation before implementation.","confidence":0.7,"fact":{"content":"Memory-core base interfaces were studied as part of the research","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"4bc92009-95a9-4a31-88da-5e87b6d4d0d9","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d559cf8f-7cc7-4126-91e0-092dd8a493d4
memory_id: 15dea7b9-933a-46f5-93ab-a31ff0a5e806
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:13:56.805Z
actor_type: pipeline
old_content:
  The session focused on understanding OpenClaw's architecture and contribution protocols to propose a high-impact feature.

new_content:
  OpenClaw's contribution guidelines including PR templates and CONTRIBUTING.md were reviewed as part of the investigation

reason:
  New fact adds specific procedural details about what contribution guidelines were examined (PR templates, CONTRIBUTING.md) as part of the OpenClaw architecture investigation mentioned in candidate [5]


id: 85d00c80-1fbe-4146-856e-a25c041a4765
memory_id: 67c75a72-f603-4e85-af53-93839b485f77
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:13:56.805Z
reason:
  New fact adds specific procedural details about what contribution guidelines were examined (PR templates, CONTRIBUTING.md) as part of the OpenClaw architecture investigation mentioned in candidate [5]

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"15dea7b9-933a-46f5-93ab-a31ff0a5e806","targetContent":"The session focused on understanding OpenClaw's architecture and contribution protocols to propose a high-impact feature.","confidence":0.85,"fact":{"content":"OpenClaw's contribution guidelines including PR templates and CONTRIBUTING.md were reviewed as part of the investigation","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"15dea7b9-933a-46f5-93ab-a31ff0a5e806","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 64e89b64-96db-419c-9739-87c67e6caf36
memory_id: 67c75a72-f603-4e85-af53-93839b485f77
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:13:56.805Z
actor_type: pipeline
old_content:
  Initially deployed an Explore agent to investigate: - OpenClaw's memory-lancedb extension/plugin implementation (storage, search, creation patterns) - OpenClaw's plugin/extension architecture and registration APIs - Contribution guidelines (PR templates, CONTRIBUTING.md) - Memory-core base interfaces The research phase aimed to understand OpenClaw's exact memory tool schemas, search implementations, and storage formats before proposing a contribution.

new_content:
  The research phase aimed to understand OpenClaw's memory tool schemas, search implementations, and storage formats before proposing a contribution, to ensure the proposal would be architecturally sound and aligned with OpenClaw's design patterns

reason:
  New fact refines existing memory [5] by adding the explicit rationale and goal of the research phase (architectural soundness and design alignment). The last sentence of [5] already mentions this research aim, but the new fact provides deeper context about the 'why' behind it. Merging enriches the existing memory with clearer motivation.


id: 59aeaa61-3a3a-4223-9358-e0a70de8aee0
memory_id: 67c75a72-f603-4e85-af53-93839b485f77
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:13:56.806Z
reason:
  New fact refines existing memory [5] by adding the explicit rationale and goal of the research phase (architectural soundness and design alignment). The last sentence of [5] already mentions this research aim, but the new fact provides deeper context about the 'why' behind it. Merging enriches the existing memory with clearer motivation.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"67c75a72-f603-4e85-af53-93839b485f77","targetContent":"Initially deployed an Explore agent to investigate: - OpenClaw's memory-lancedb extension/plugin implementation (storage, search, creation patterns) - OpenClaw's plugin/extension architecture and registration APIs - Contribution guidelines (PR templates, CONTRIBUTING.md) - Memory-core base interfaces The research phase aimed to understand OpenClaw's exact memory tool schemas, search implementations, and storage formats before proposing a contribution.","confidence":0.9,"fact":{"content":"The research phase aimed to understand OpenClaw's memory tool schemas, search implementations, and storage formats before proposing a contribution, to ensure the proposal would be architecturally sound and aligned with OpenClaw's design patterns","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"67c75a72-f603-4e85-af53-93839b485f77","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5f9513e9-b6df-4e2b-a40c-18fae58c8232
memory_id: 2192c0c5-6d3d-4eea-87dc-227bf62b7b3e
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:14:24.920Z
reason:
  Candidate 2192c0c5-6d3d-4eea-87dc-227bf62b7b3e contains identical fact already in memory—no action needed

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The session was in early research/planning stages when the conversation data ended","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":1,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8554d237-8a9a-4952-bc36-f8d39d5bb01a
memory_id: 8b614d70-f8d2-45b8-a3f8-cc51af327cef
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:15:11.934Z
reason:
  Candidate [3] already establishes that Predictive Memory Scorer architecture documentation exists and is available for review. The new fact is a restatement of existing knowledge captured in that memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Predictive Memory Scorer has architecture documentation available for review","type":"semantic","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: 4db6210f-2fab-4209-8fb5-b7fa59e37b79
memory_id: 8b614d70-f8d2-45b8-a3f8-cc51af327cef
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:15:11.934Z
reason:
  Candidate [4] already documents that Nicholai requested a comparison on the Predictive Memory Scorer architecture. The new fact adds no additional information and is directly covered by the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai requested a comparison analysis of the Predictive Memory Scorer architecture","type":"procedural","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: e72fb51f-92dc-4a05-a223-8e06c83c5c2d
memory_id: 829f3fcd-710f-41fd-9d3e-7c84fe6ff707
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:16:24.008Z
reason:
  Candidate [3] (ID: 829f3fcd) already covers this fact comprehensively: 'system for training a per-user memory ranking model that evolves from heuristic baseline scoring (decay + BM25)'. The new fact restates existing knowledge without adding novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The per-user memory ranking model system uses heuristic baseline scoring based on decay and BM25 algorithms","type":"fact","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: 070364d0-ba0c-412c-8b10-9c04baca88a7
memory_id: 829f3fcd-710f-41fd-9d3e-7c84fe6ff707
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:16:24.008Z
reason:
  Candidate [3] already captures this exact fact: 'evolves from heuristic baseline scoring (decay + BM25) to learned predictions using a lightweight cross-attention architecture.' No new information or refinement is present.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The memory ranking model evolves from heuristic baseline scoring to learned predictions using a lightweight cross-attention architecture","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: ac806d2e-d404-44b4-bedc-3d70c216ff68
memory_id: 829f3fcd-710f-41fd-9d3e-7c84fe6ff707
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:16:24.009Z
reason:
  Candidate [829f3fcd...] already explicitly covers this fact: 'evolves from heuristic baseline scoring (decay + BM25) to learned predictions using a lightweight cross-attention architecture.' The new fact is already captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The learned prediction component of the memory ranking model uses a cross-attention architecture rather than pure heuristic methods","type":"fact","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: 1cf0a06b-eab6-48cf-99d1-408207b1240a
memory_id: 829f3fcd-710f-41fd-9d3e-7c84fe6ff707
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:16:24.009Z
reason:
  Candidate [4] already explicitly states the cross-attention architecture is lightweight. The new fact provides no additional detail beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The cross-attention architecture used for learned memory ranking predictions is designed to be lightweight","type":"fact","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: 5d55224d-cf8e-42b5-8528-e49b1754908f
memory_id: 2b215fe7-af06-478a-9d59-00a6da24f3c0
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:17:34.582Z
reason:
  New fact already covered by candidate [1] which explicitly describes the Signet reranker as a standalone Rust binary sidecar communicating via JSON-RPC 2.0 stdin/stdout. No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet reranker is implemented as a standalone Rust binary sidecar that communicates with the daemon via JSON-RPC 2.0 over stdin/stdout","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c28ca399-ff4b-4807-83fe-d50811125dbe
memory_id: 829f3fcd-710f-41fd-9d3e-7c84fe6ff707
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:17:34.582Z
actor_type: pipeline
old_content:
  The document outlines a 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.

new_content:
  The reranking model contains approximately 370,000 parameters with an internal embedding dimension of 64

reason:
  New fact provides concrete architectural specifications (370K params, 64-dim embeddings) for the per-user memory ranking model with cross-attention architecture described in the existing memory. Merging adds implementation detail.


id: 38f1028d-2675-46ef-9ed2-fbaab78bc5ad
memory_id: 2b215fe7-af06-478a-9d59-00a6da24f3c0
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:17:34.583Z
reason:
  New fact provides concrete architectural specifications (370K params, 64-dim embeddings) for the per-user memory ranking model with cross-attention architecture described in the existing memory. Merging adds implementation detail.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"829f3fcd-710f-41fd-9d3e-7c84fe6ff707","targetContent":"The document outlines a 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.","confidence":0.85,"fact":{"content":"The reranking model contains approximately 370,000 parameters with an internal embedding dimension of 64","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"829f3fcd-710f-41fd-9d3e-7c84fe6ff707","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0c4e3220-53b9-49a8-bee7-3690eccbf407
memory_id: 829f3fcd-710f-41fd-9d3e-7c84fe6ff707
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:17:34.584Z
actor_type: pipeline
old_content:
  The reranking model contains approximately 370,000 parameters with an internal embedding dimension of 64

new_content:
  The reranking model is trained on per-memory relevance labels generated by the continuity scorer component

reason:
  The new fact specifies the data source (continuity scorer → labels) for the training system described in candidate 1. Merging refines the existing learning memory with this key technical detail about the label generation pipeline.


id: 5167b33c-29e2-44cc-83f4-fc039869a546
memory_id: 2b215fe7-af06-478a-9d59-00a6da24f3c0
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:17:34.584Z
reason:
  The new fact specifies the data source (continuity scorer → labels) for the training system described in candidate 1. Merging refines the existing learning memory with this key technical detail about the label generation pipeline.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"829f3fcd-710f-41fd-9d3e-7c84fe6ff707","targetContent":"The document outlines a 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.","confidence":0.8,"fact":{"content":"The reranking model is trained on per-memory relevance labels generated by the continuity scorer component","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"829f3fcd-710f-41fd-9d3e-7c84fe6ff707","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b421f1bf-2f8f-4d39-858d-a01ead862324
memory_id: 3da8b378-bcda-4214-945b-7cbd1202b68c
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:19:07.840Z
reason:
  Candidate [5] already covers this fact in greater detail: it documents RRF-based ranking with earned influence (α) that adjusts based on session-end NDCG comparison wins, with specific thresholds (10+ sessions, >40% success rate). The new fact is a less specific version of what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The ranking system uses RRF (Reciprocal Rank Fusion) with earned influence (α) parameter that adjusts dynamically during 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: 54a958eb-2e39-4867-8b74-bf7f33eb9923
memory_id: 3da8b378-bcda-4214-945b-7cbd1202b68c
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:19:07.840Z
reason:
  Candidate 5 already contains this exact mechanism: 'earned influence (α) that adjusts based on session-end NDCG comparison wins.' The new fact restates the same technical detail without adding substantive new information beyond what's already captured in the RRF-based ranking fusion description.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The earned influence (α) parameter adjusts based on session-end NDCG comparison wins, allowing the system to learn from ranking performance","type":"procedural","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: 953a06de-dc3b-48c5-ac6b-ed05b4f800f0
memory_id: 3da8b378-bcda-4214-945b-7cbd1202b68c
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:19:07.840Z
reason:
  Candidate 3da8b378 already explicitly documents cold start behavior: 'Cold start with pure baseline fallback, progressing to active prediction after 10+ sessions and >40% success rate threshold.' The new fact is a restatement of existing documented procedure.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"During cold start phase, the ranking system uses pure baseline fallback without learned influence","type":"procedural","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: 350864f8-b39c-4d5b-bb5a-ea74fdfe1439
memory_id: 3da8b378-bcda-4214-945b-7cbd1202b68c
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:19:07.841Z
reason:
  Candidate 4 (3da8b378-bcda-4214-945b-7cbd1202b68c) already captures the exact transition thresholds: '10+ sessions and >40% success rate threshold' for progressing from cold start baseline to active prediction mode. New fact is a restatement of information already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The system transitions from cold start baseline to active prediction mode after satisfying two thresholds: 10 or more sessions AND success rate exceeding 40%","type":"procedural","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: cd09b7c6-7702-4fd4-9e96-60051f5fd7f4
memory_id: 3da8b378-bcda-4214-945b-7cbd1202b68c
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:19:07.841Z
actor_type: pipeline
old_content:
  RRF-based ranking fusion with earned influence (α) that adjusts based on session-end NDCG comparison wins. Cold start with pure baseline fallback, progressing to active prediction after 10+ sessions and >40% success rate threshold.

new_content:
  The earned influence strategy is rationale: NDCG comparison wins at session end provide training signal for the ranking fusion weight, allowing progressive improvement from baseline to learned predictions

reason:
  New fact provides the explicit mechanism/rationale for candidate [5]'s earned influence strategy. NDCG comparison wins as training signal directly explains how the α weight adjusts and enables progressive improvement. Merging creates a complete description of the strategy.


id: cebef024-dba0-4a4a-81a8-806653637113
memory_id: 3da8b378-bcda-4214-945b-7cbd1202b68c
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:19:07.841Z
reason:
  New fact provides the explicit mechanism/rationale for candidate [5]'s earned influence strategy. NDCG comparison wins as training signal directly explains how the α weight adjusts and enables progressive improvement. Merging creates a complete description of the strategy.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"3da8b378-bcda-4214-945b-7cbd1202b68c","targetContent":"RRF-based ranking fusion with earned influence (α) that adjusts based on session-end NDCG comparison wins. Cold start with pure baseline fallback, progressing to active prediction after 10+ sessions and >40% success rate threshold.","confidence":0.92,"fact":{"content":"The earned influence strategy is rationale: NDCG comparison wins at session end provide training signal for the ranking fusion weight, allowing progressive improvement from baseline to learned predictions","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"3da8b378-bcda-4214-945b-7cbd1202b68c","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 630c105a-6c0f-4930-9655-8906f46f564d
memory_id: 3183fb90-8f40-4e23-86db-522c2674efa5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:22:20.700Z
reason:
  Candidate 5 (3183fb90-8f40-4e23-86db-522c2674efa5) already captures this exact implementation plan: 8 sequential phases starting with 'data pipeline prerequisites' and ending with 'documentation'. The new fact is a high-level summary of what's already stored in detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The implementation plan consists of 8 sequentially ordered phases, beginning with data pipeline prerequisites and ending with documentation","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":9,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4b19c1ed-7cc3-49b5-9e52-07efb7828c63
memory_id: 3183fb90-8f40-4e23-86db-522c2674efa5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:22:20.700Z
reason:
  Candidate [5] already captures that Phase 1 includes 'session_memories table + per-memory scoring' as part of data pipeline prerequisites. New fact adds minor detail but no new strategic information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 1 (data pipeline prerequisites) requires creating a session_memories table for storing session memory records","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":9,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0df7b6dd-459c-44d3-a8c9-666458f58f2d
memory_id: 3183fb90-8f40-4e23-86db-522c2674efa5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:22:20.700Z
reason:
  Candidate [4] already documents the full 8-phase plan where Phase 1 explicitly includes 'per-memory scoring' alongside session_memories table. The new fact is a restatement of what's already captured in that memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 1 (data pipeline prerequisites) requires implementing per-memory scoring functionality","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":9,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a3857d69-2efb-46fb-943e-88608dbb8806
memory_id: 3183fb90-8f40-4e23-86db-522c2674efa5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:22:20.701Z
reason:
  Candidate [5] already explicitly documents the 8-phase plan with 'Rust autograd/model core' as the second phase. The new fact confirms what's already stated in that memory, adding no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 2 of the implementation plan focuses on building the Rust autograd/model core","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":9,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fada17e4-e174-4565-a383-149167b1544c
memory_id: 3183fb90-8f40-4e23-86db-522c2674efa5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:22:20.701Z
reason:
  Candidate 5 already captures the full 8-phase plan structure, listing training pipeline as the third phase after Rust autograd/model core. The new fact simply restates this existing information with explicit phase numbering.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 3 of the implementation plan focuses on building the training pipeline","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":9,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7eaeca1e-88b4-4f80-b8b1-ef10d61d8eaa
memory_id: ed8132bd-6722-4823-990c-5177b64b9635
event: created
new_content: Phase 4 of the implementation plan involves daemon integration
changed_by: pipeline-v2
created_at: 2026-02-25T16:22:20.701Z
reason:
  New fact provides phase-level planning context about daemon integration. While [1] describes detailed daemon integration architecture, this fact establishes that daemon integration is Phase 4 of the plan. This planning structure isn't explicitly covered in existing memories and complements the architectural details.

metadata:
  {"proposedAction":"add","sourceMemoryId":"3183fb90-8f40-4e23-86db-522c2674efa5","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: 9a47db46-a0e6-4de0-a613-d6947861e7ba
memory_id: 3183fb90-8f40-4e23-86db-522c2674efa5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:22:20.701Z
reason:
  New fact provides phase-level planning context about daemon integration. While [1] describes detailed daemon integration architecture, this fact establishes that daemon integration is Phase 4 of the plan. This planning structure isn't explicitly covered in existing memories and complements the architectural details.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Phase 4 of the implementation plan involves daemon integration","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":9,"entityCount":9,"createdMemoryId":"ed8132bd-6722-4823-990c-5177b64b9635","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: aba4538a-a92d-4ff7-a644-91e30ce602a4
memory_id: 3183fb90-8f40-4e23-86db-522c2674efa5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:22:20.702Z
reason:
  Candidate [5] already comprehensively documents the 8-phase implementation plan including Phase 5 (observability backend). The new fact is a restatement of information already captured in that memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 5 of the implementation plan involves building an observability backend","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":9,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 95618f1e-dd12-4cee-b98f-6bf2afc09f12
memory_id: 788810d9-85b3-49f8-8e8a-567c79d0f981
event: updated
new_content: Phase 6 of the implementation plan involves building dashboard UI
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-25T16:22:20.702Z
actor_type: pipeline
old_content:
  Implementation is planned in 8 phases: project scaffold, Rust core (main/lib/tray), platform abstraction, IPC commands, TypeScript state/menu builders, polling loop, icons, and build verification. Autostart, notifications, and platform-specific launchd/Windows support are deferred to future phases.

reason:
  New fact specifies phase 6 is dashboard UI, but candidate [2] lists phase 6 as 'polling loop'. The new fact with 0.9 confidence provides more recent/specific information about phase 6 of the implementation plan and should update the existing phase listing.


id: 45a964da-2bb0-4fe1-bc27-eafcfca46cc5
memory_id: 3183fb90-8f40-4e23-86db-522c2674efa5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:22:20.703Z
reason:
  New fact specifies phase 6 is dashboard UI, but candidate [2] lists phase 6 as 'polling loop'. The new fact with 0.9 confidence provides more recent/specific information about phase 6 of the implementation plan and should update the existing phase listing.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"788810d9-85b3-49f8-8e8a-567c79d0f981","targetContent":"Implementation is planned in 8 phases: project scaffold, Rust core (main/lib/tray), platform abstraction, IPC commands, TypeScript state/menu builders, polling loop, icons, and build verification. Autostart, notifications, and platform-specific launchd/Windows support are deferred to future phases.","confidence":0.85,"fact":{"content":"Phase 6 of the implementation plan involves building dashboard UI","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":9,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":"788810d9-85b3-49f8-8e8a-567c79d0f981","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7ac429fc-1dec-48cb-8d03-99d512ba27c4
memory_id: 3183fb90-8f40-4e23-86db-522c2674efa5
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:22:20.703Z
reason:
  Candidate #5 (ID: 3183fb90-8f40-4e23-86db-522c2674efa5) already comprehensively covers this fact—it lists all 8 implementation phases including documentation as the final phase. The new fact adds no new information beyond what's already recorded.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 7 of the implementation plan involves documentation","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":9,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 12b876d2-9b92-4f27-b740-5804e91cdc8e
memory_id: b60ea905-df47-4aa3-8d1a-ef2948a6bcf6
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:23:06.771Z
reason:
  New fact is already well-covered by candidates [5b49778e] and [b60ea905], both of which explicitly state the plan delegates to 8 agents with detailed context (acceptance criteria, document location, security/integration phases). The new fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"An execution plan specifies delegation of work to 8 agents for implementation","type":"procedural","confidence":0.75},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fd735a5f-8cb1-449c-84d3-328f5c8985eb
memory_id: b60ea905-df47-4aa3-8d1a-ef2948a6bcf6
event: none
changed_by: pipeline-v2
created_at: 2026-02-25T16:23:06.771Z
reason:
  Candidate [5] already captures this fact explicitly: 'Full execution plan with delegation to 8 agents specified, with security audit and integration testing phases.' The new fact adds no new information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The execution plan includes security audit and integration testing phases","type":"procedural","confidence":0.75},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


