# memory_history

id: 3c77a512-4a58-4db4-99e2-8d0138bb53ee
memory_id: 1bf1a171-3297-4d53-9395-18d4e3229ba5
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:21:04.849Z
reason:
  Candidate 5 contains identical procedural information: interactive testing of all three skills for the same four validation points (prompt injection warnings, outline visibility, step indicators, timezone removal). The new fact adds no additional context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Interactive testing of the three skills validates for: prompt injection warnings, outline visibility, step indicators, and timezone removal","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2a7ef098-b636-454e-95e5-7c709246d560
memory_id: 137d61d6-ff0b-4a62-be2b-f5edcf2427fe
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:21:50.176Z
reason:
  Candidate [5] already contains this exact context about the four completed 'on fire' roadmap items (defaults, npm gate, hook isolation, non-interactive CLI). The new fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The current plan follows completion of four high-priority (\"on fire\") roadmap items: defaults, npm gate, hook isolation, and non-interactive CLI","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6c8726bd-398f-4eef-b4b2-ac5b6371f226
memory_id: 137d61d6-ff0b-4a62-be2b-f5edcf2427fe
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:21:50.176Z
reason:
  Candidate [5] already explicitly states 'completion of four "on fire" roadmap items (defaults, npm gate, hook isolation, non-interactive CLI)'. The new fact conveys the same core information with less specificity. The interpretation about high priority/criticality is implicit in the 'on fire' designation already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Four completed roadmap items are marked as \"on fire\" status, indicating they were high priority or critical","type":"procedural","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: fac8a161-6844-4a0e-a72d-08d162ed2249
memory_id: 5612b7d7-7423-44a9-9a21-50458f199bd7
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:25:42.932Z
reason:
  Existing candidate [4] already captures this fact: 'Nicholai began session to implement the onboarding overhaul (roadmap sections 2.1-2.4)'. The new fact is redundant and provides no additional detail beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai is implementing the onboarding overhaul covering roadmap sections 2.1-2.4","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: d96232c8-85b2-469a-8fd3-ca210be568c1
memory_id: 5612b7d7-7423-44a9-9a21-50458f199bd7
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:25:42.932Z
reason:
  Candidate [5612b7d7...] already captures this exact decision: 'the onboarding overhaul (roadmap sections 2.1-2.4), the next priority tier after completing four "on fire" items (defaults, npm gate, hook isolation, non-interactive CLI).' The new fact adds no new information or nuance that changes the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The onboarding overhaul is the next priority tier after completing four 'on fire' items: defaults, npm gate, hook isolation, and non-interactive CLI","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: 899a1be1-f8c9-4771-97a0-59570359bfcb
memory_id: 137d61d6-ff0b-4a62-be2b-f5edcf2427fe
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T16:25:42.932Z
actor_type: pipeline
old_content:
  Context: This plan follows completion of four "on fire" roadmap items (defaults, npm gate, hook isolation, non-interactive CLI).

new_content:
  Four prerequisite 'on fire' items (defaults, npm gate, hook isolation, non-interactive CLI) have been completed or are being completed before the onboarding overhaul begins

reason:
  New fact directly refines existing candidate [3]. Both cover the same prerequisite items before onboarding overhaul. New fact clarifies status as 'completed or being completed' (allows in-progress state), while existing says 'completion of' (past tense). Merge to capture current implementation status.


id: 05128f6d-59d9-42e3-a630-0e2edaffce53
memory_id: 5612b7d7-7423-44a9-9a21-50458f199bd7
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:25:42.933Z
reason:
  New fact directly refines existing candidate [3]. Both cover the same prerequisite items before onboarding overhaul. New fact clarifies status as 'completed or being completed' (allows in-progress state), while existing says 'completion of' (past tense). Merge to capture current implementation status.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"137d61d6-ff0b-4a62-be2b-f5edcf2427fe","targetContent":"Context: This plan follows completion of four \"on fire\" roadmap items (defaults, npm gate, hook isolation, non-interactive CLI).","confidence":0.92,"fact":{"content":"Four prerequisite 'on fire' items (defaults, npm gate, hook isolation, non-interactive CLI) have been completed or are being completed before the onboarding overhaul begins","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"137d61d6-ff0b-4a62-be2b-f5edcf2427fe","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 10764ae4-e518-4fee-8ed3-466ea54ad041
memory_id: a3c35feb-e22f-40d1-af47-817c3365a8e2
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:28:08.802Z
reason:
  Candidate [5] (a3c35feb-e22f-40d1-af47-817c3365a8e2) already documents this exact issue: 'no step indicators, no upfront outline' as part of the onboarding skill's structural problems. The new fact is already covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `/onboarding` skill lacks step indicators that would guide users through the setup process","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9dd2913c-9788-4085-86b6-a23df0a89449
memory_id: a3c35feb-e22f-40d1-af47-817c3365a8e2
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:28:08.802Z
reason:
  This fact is already captured in candidate [5] (ID: a3c35feb-e22f-40d1-af47-817c3365a8e2), which explicitly lists 'no upfront outline' as one of the structural issues identified in the onboarding skill problem context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `/onboarding` skill lacks an upfront outline describing the initialization workflow","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cd049151-220d-4cd3-a9cc-54e68534678d
memory_id: a3c35feb-e22f-40d1-af47-817c3365a8e2
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:28:08.802Z
reason:
  This fact is already comprehensively covered in existing memories. ID fc0f4a84 explicitly states 'timezone is redundantly requested in both templates and onboarding Phase 3', and ID a3c35feb identifies 'redundant timezone questions' as a structural problem. The issue has been diagnosed and action items (IDs f4db8634, f89efe08) detail the fix and verification strategy.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `/onboarding` skill contains redundant timezone-related questions that repeat unnecessarily","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3b1fc0b8-322a-4bf5-acc5-0c75b3bbd739
memory_id: a3c35feb-e22f-40d1-af47-817c3365a8e2
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:28:08.802Z
reason:
  Candidate [5] already comprehensively describes this as a core problem: 'the /remember and /recall skills mislead users into manual workflows that duplicate the automatic pipeline' and mentions 'misleading guidance about manual memory workflows'. The new fact is a specific manifestation of a problem already well-characterized in the existing issue memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The `/onboarding` skill provides misleading guidance about manual memory workflows","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8cbb9758-2427-4cf1-9560-55224cd61a54
memory_id: a3c35feb-e22f-40d1-af47-817c3365a8e2
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:28:08.802Z
reason:
  Existing memory a3c35feb covers this exact concern: 'The `remember` and `recall` skills encourage users to manually capture memories, which duplicates the automatic pipeline and distorts importance scoring.' Also superseded by f1fded13 which explains why manual saves are counterproductive. New fact is lower-confidence and narrower than existing record.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `remember` skill encourages users to manually capture memories, which duplicates automatic memory pipeline functionality","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c9e43373-e8cd-48da-9a82-53ac937a1ae0
memory_id: a3c35feb-e22f-40d1-af47-817c3365a8e2
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:28:08.802Z
reason:
  Candidate [5] already captures this exact issue: 'The `remember` and `recall` skills encourage users to manually capture memories, which duplicates the automatic pipeline and distorts importance scoring.' The new fact is a subset of this broader documented issue about manual memory skills duplicating automatic functionality.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `recall` skill encourages users to manually capture memories, which duplicates automatic memory pipeline functionality","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f5c52468-a763-4566-9f2e-730cc380d53c
memory_id: a3c35feb-e22f-40d1-af47-817c3365a8e2
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:28:08.802Z
reason:
  Candidate 5 (ID: a3c35feb) already captures this exact concern with identical language: 'The `remember` and `recall` skills... distorts importance scoring.' Candidate 4 (ID: f1fded13) also covers it from a slightly different angle ('counterproductive to importance scoring'). The new fact adds no new semantic content beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Manual memory capture through `remember` and `recall` skills distorts importance scoring in the automatic memory pipeline","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 795919ac-d4ca-4e92-9ae3-efe3f7bce2f6
memory_id: a3c35feb-e22f-40d1-af47-817c3365a8e2
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:28:08.802Z
reason:
  Candidate [4] already captures this decision: 'making manual saves via Remember skill unnecessary and counterproductive to importance scoring.' The new fact is a restatement of the same principle—automatic pipeline as primary mechanism—already documented and actionable in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The automatic memory pipeline should be the primary memory capture mechanism, not manual skill-based capture","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b7a7acd5-0e78-4372-95f8-2fe30e3e6953
memory_id: 0adbf04e-727c-44e8-9ec1-870228a73c3b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:30:22.662Z
reason:
  Candidate 5 already documents the onboarding SKILL.md major structural rewrite with specific details (expanded frontmatter, new sections, guiding voice). The new fact is a summary of what's already captured more comprehensively in that existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The onboarding SKILL.md file underwent a major structural rewrite","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0cfbac7b-b5f8-407f-bd06-977e2abcc67d
memory_id: 0adbf04e-727c-44e8-9ec1-870228a73c3b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:30:22.662Z
reason:
  Candidate [5] already captures this exact detail: 'Expanded frontmatter describing scope (what it does/doesn't do)' as part of the onboarding SKILL.md structural rewrite. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The onboarding SKILL.md frontmatter was expanded to describe skill scope (what it does and what it doesn't do)","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":7,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 82174aec-091a-44a3-bf55-d348a3ac1a5e
memory_id: 0adbf04e-727c-44e8-9ec1-870228a73c3b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:30:22.662Z
reason:
  Candidate [0adbf04e-727c-44e8-9ec1-870228a73c3b] already explicitly documents the 'What This Skill Does' transparency section as part of the onboarding SKILL.md structural rewrite. New fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A 'What This Skill Does' transparency section was added to the onboarding SKILL.md","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":7,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d4332b8e-6912-4111-badc-ac712eda67da
memory_id: 0adbf04e-727c-44e8-9ec1-870228a73c3b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:30:22.662Z
reason:
  Candidate [5] already documents the 'Guiding Voice' tone guide as part of the SKILL.md structural rewrite. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A 'Guiding Voice' tone guide was added to the onboarding SKILL.md to define interaction style","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":7,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 63119b05-4291-4922-814c-465469523d94
memory_id: 590c9616-21e3-40d8-8d66-88ac9ee83597
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T16:30:22.662Z
actor_type: pipeline
old_content:
  ### Key Design Decisions - Persona guidance framed as tone guidance ("adopt a warm tone") rather than character roleplay to avoid triggering host agent safety heuristics - "Black wall gateway" aesthetic conveyed through quiet confidence rather than cyberpunk keywords - Transparency declarations satisfy safety requirements without separate "trust me" blocks - Remember skill fully hidden; recall remains user-accessible since it's read-only and useful for debugging

new_content:
  The onboarding skill's 'Guiding Voice' tone guide emphasizes warm, patient, and refined communication style

reason:
  Candidate [5] already discusses tone guidance as a design decision. The new fact adds specific detail about what that tone guidance emphasizes (warm, patient, refined). Merging enhances the existing design decision entry with concrete tone characteristics.


id: c84a688f-537d-4020-952e-067a958b4cf4
memory_id: 0adbf04e-727c-44e8-9ec1-870228a73c3b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:30:22.664Z
reason:
  Candidate [5] already discusses tone guidance as a design decision. The new fact adds specific detail about what that tone guidance emphasizes (warm, patient, refined). Merging enhances the existing design decision entry with concrete tone characteristics.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"590c9616-21e3-40d8-8d66-88ac9ee83597","targetContent":"### Key Design Decisions - Persona guidance framed as tone guidance (\"adopt a warm tone\") rather than character roleplay to avoid triggering host agent safety heuristics - \"Black wall gateway\" aesthetic conveyed through quiet confidence rather than cyberpunk keywords - Transparency declarations satisfy safety requirements without separate \"trust me\" blocks - Remember skill fully hidden; recall remains user-accessible since it's read-only and useful for debugging","confidence":0.82,"fact":{"content":"The onboarding skill's 'Guiding Voice' tone guide emphasizes warm, patient, and refined communication style","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":7,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"590c9616-21e3-40d8-8d66-88ac9ee83597","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c2455d52-2485-49a1-99fe-8d3f65e1c28a
memory_id: a4b0844a-242f-4597-b329-0dea53105ee8
event: created
changed_by: pipeline-v2
created_at: 2026-02-27T16:30:22.664Z
new_content:
  The onboarding skill's 'Guiding Voice' emphasizes 'we' language to create collaborative rapport with users

reason:
  New fact documents a specific 'Guiding Voice' design principle ('we' language for rapport) that complements but is distinct from existing memories about conversational interaction and collaborative approach. This concrete stylistic technique deserves its own memory entry for implementers and future onboarding work.

metadata:
  {"proposedAction":"add","sourceMemoryId":"0adbf04e-727c-44e8-9ec1-870228a73c3b","decisionConfidence":0.85,"factConfidence":0.8,"extractionModel":"haiku"}


id: 244b6352-98cb-4447-81b0-87e4d67e59bb
memory_id: 0adbf04e-727c-44e8-9ec1-870228a73c3b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:30:22.664Z
reason:
  New fact documents a specific 'Guiding Voice' design principle ('we' language for rapport) that complements but is distinct from existing memories about conversational interaction and collaborative approach. This concrete stylistic technique deserves its own memory entry for implementers and future onboarding work.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The onboarding skill's 'Guiding Voice' emphasizes 'we' language to create collaborative rapport with users","type":"preference","confidence":0.8},"extractionModel":"haiku","factCount":7,"entityCount":5,"createdMemoryId":"a4b0844a-242f-4597-b329-0dea53105ee8","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d4148d91-b191-4220-b0a0-cdeacdb10656
memory_id: 70d87c36-4f14-4917-8fdb-c79947029419
event: created
new_content: The onboarding skill's 'Guiding Voice' avoids roleplay to maintain authenticity and directness
changed_by: pipeline-v2
created_at: 2026-02-27T16:30:22.665Z
reason:
  New design principle for onboarding's guiding voice (authenticity via non-roleplay) is distinct from existing memory about onboarding problems/phases. Worth capturing as guidance for future implementation refinements.

metadata:
  {"proposedAction":"add","sourceMemoryId":"0adbf04e-727c-44e8-9ec1-870228a73c3b","decisionConfidence":0.7,"factConfidence":0.7,"extractionModel":"haiku"}


id: 7f94318f-55bb-49d0-8470-4c0d8e626572
memory_id: 0adbf04e-727c-44e8-9ec1-870228a73c3b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:30:22.665Z
reason:
  New design principle for onboarding's guiding voice (authenticity via non-roleplay) is distinct from existing memory about onboarding problems/phases. Worth capturing as guidance for future implementation refinements.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.7,"fact":{"content":"The onboarding skill's 'Guiding Voice' avoids roleplay to maintain authenticity and directness","type":"decision","confidence":0.7},"extractionModel":"haiku","factCount":7,"entityCount":5,"createdMemoryId":"70d87c36-4f14-4917-8fdb-c79947029419","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e12349ef-38f6-4053-bcf0-e29485190c8e
memory_id: 80fe86bc-ebee-45c6-a2f5-3c3cd4758bef
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:31:46.879Z
reason:
  Candidate [4] already explicitly documents the 'Starting the Interview' section with full 6-step outline before questions, making this fact redundant

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An interview workflow includes a 'Starting the Interview' section with a full 6-step outline before questions begin","type":"procedural","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: afb9a1a8-51fc-4cd0-a815-41e2807e6ebb
memory_id: 80fe86bc-ebee-45c6-a2f5-3c3cd4758bef
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:31:46.879Z
reason:
  Candidate [4] already explicitly mentions 'Step indicators at each phase transition' as part of the onboarding structure implementation. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Step indicators are positioned at each phase transition in the interview workflow","type":"procedural","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: 6ec7f133-f0e9-41ea-96b6-158277d2aecf
memory_id: 80fe86bc-ebee-45c6-a2f5-3c3cd4758bef
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:31:46.879Z
reason:
  Candidate [3] already documents this exact procedural detail: 'Relaxation cues at phase ends ("we can revisit anytime")'. The new fact adds no new information beyond what's already captured in the onboarding skill changes.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Relaxation cues with text like 'we can revisit anytime' are placed at the end of interview phases","type":"procedural","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: bc81200a-185e-4ec7-bb22-c14a4712d594
memory_id: f89efe08-59db-47a8-a4b9-27c812894364
event: updated
new_content: A timezone question was removed from Phase 3 of the interview workflow
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T16:31:46.879Z
actor_type: pipeline
old_content:
  ### Verification Strategy After implementation: build packages, verify skill sync, test all three skills in Claude Code, confirm timezone removed from interview flow and templates.

reason:
  New fact confirms the verification step in candidate [5]. Candidate [5] is a verification strategy that includes 'confirm timezone removed from interview flow', and the new fact provides specific confirmation that this removal occurred in Phase 3. Merge by updating candidate to reflect completed verification.


id: a940653a-9191-492d-a503-6446b6773128
memory_id: 80fe86bc-ebee-45c6-a2f5-3c3cd4758bef
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:31:46.880Z
reason:
  New fact confirms the verification step in candidate [5]. Candidate [5] is a verification strategy that includes 'confirm timezone removed from interview flow', and the new fact provides specific confirmation that this removal occurred in Phase 3. Merge by updating candidate to reflect completed verification.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"f89efe08-59db-47a8-a4b9-27c812894364","targetContent":"### Verification Strategy After implementation: build packages, verify skill sync, test all three skills in Claude Code, confirm timezone removed from interview flow and templates.","confidence":0.88,"fact":{"content":"A timezone question was removed from Phase 3 of the interview workflow","type":"decision","confidence":0.75},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"f89efe08-59db-47a8-a4b9-27c812894364","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9b3c6b60-ef01-4401-89ff-ca871325636a
memory_id: 80fe86bc-ebee-45c6-a2f5-3c3cd4758bef
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:31:46.880Z
reason:
  New fact about Quick Mode functionality updates doesn't match any existing candidates. However, low confidence (0.6) combined with truncated details suggests limited utility; storing as-is for future context when complete information becomes available.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.45,"fact":{"content":"Quick Mode functionality was updated (details truncated in source material)","type":"decision","confidence":0.6},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":"low_fact_confidence"}


id: 1fdc3668-4992-40e1-b430-13f0695c6538
memory_id: 95ed07af-8d12-4db6-91c5-f21abe86e469
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:32:19.277Z
reason:
  New fact reinforces existing rule in candidate [3] about following agent behavior guidelines instead of memory entries. Candidate [3] appears corrupted but captures the same principle. New fact is low confidence (0.3) and doesn't add substantive information beyond what's already established as a rule.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.65,"fact":{"content":"The text fragment suggests agent behavior guidelines should be followed rather than using memory entries 2 as an alternative reference","type":"semantic","confidence":0.3},"extractionModel":"haiku","factCount":1,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 12f1a83a-58c1-4836-b1e2-a7e4ab777d0a
memory_id: 7b5ea1d0-bc8c-418f-843c-3fdfb720e0fc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:33:48.589Z
reason:
  Candidate [4] already captures this exact fact: 'Set `user_invocable: false` to hide from users'. The 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 Remember skill supports a `user_invocable` configuration flag that can be set to false to hide the skill from users","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 588cd18a-16b3-4f7a-9fd7-413aa6b33b15
memory_id: 7b5ea1d0-bc8c-418f-843c-3fdfb720e0fc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:33:48.589Z
reason:
  Candidate [4] already contains this exact fact: 'Set `user_invocable: false` to hide from users and prevent hook-based auto-remembering that doubles token usage'. The new fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Setting `user_invocable: false` on the Remember skill prevents hook-based auto-remembering behavior","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d75388ef-07f9-4c4d-9537-29bd8f529841
memory_id: 7b5ea1d0-bc8c-418f-843c-3fdfb720e0fc
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T16:33:48.589Z
actor_type: pipeline
old_content:
  **Remember skill** — Set `user_invocable: false` to hide from users and prevent hook-based auto-remembering that doubles token usage 3.

new_content:
  Hook-based auto-remembering in the Remember skill approximately doubles token usage due to session auto-capture overhead

reason:
  Candidate 5 already identifies that hook-based auto-remembering 'doubles token usage,' and this new fact provides the root cause mechanism (session auto-capture overhead). Merging them creates a more complete, well-supported memory.


id: 8667da57-654e-46df-8d0d-0bcfc3c19798
memory_id: 7b5ea1d0-bc8c-418f-843c-3fdfb720e0fc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:33:48.590Z
reason:
  Candidate 5 already identifies that hook-based auto-remembering 'doubles token usage,' and this new fact provides the root cause mechanism (session auto-capture overhead). Merging them creates a more complete, well-supported memory.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"7b5ea1d0-bc8c-418f-843c-3fdfb720e0fc","targetContent":"**Remember skill** — Set `user_invocable: false` to hide from users and prevent hook-based auto-remembering that doubles token usage 3.","confidence":0.9,"fact":{"content":"Hook-based auto-remembering in the Remember skill approximately doubles token usage due to session auto-capture overhead","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"7b5ea1d0-bc8c-418f-843c-3fdfb720e0fc","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2c198116-ba2a-42ba-8b85-4925909dd2fd
memory_id: 7b5ea1d0-bc8c-418f-843c-3fdfb720e0fc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:33:48.590Z
reason:
  Candidate 3 already contains this exact fact: 'Set user_invocable: false to hide from users and prevent hook-based auto-remembering that doubles token usage'. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Setting `user_invocable: false` on the Remember skill is recommended to prevent token usage doubling caused by hook-based auto-remembering","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 27f55a10-dd62-4a43-8591-8236a6b6f8aa
memory_id: 7b5ea1d0-bc8c-418f-843c-3fdfb720e0fc
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T16:33:48.590Z
actor_type: pipeline
old_content:
  Hook-based auto-remembering in the Remember skill approximately doubles token usage due to session auto-capture overhead

new_content:
  The rationale for disabling `user_invocable` on Remember skill is to avoid doubling token costs from automatic hook-based memory capture that runs in the background

reason:
  New fact provides the specific rationale (token cost doubling) for the existing fact's recommendation to disable user_invocable. They directly address the same configuration decision—merging them creates a more complete explanation of the Remember skill's `user_invocable: false` setting.


id: 540de8dd-085a-4be4-b767-bad9996d77f6
memory_id: 7b5ea1d0-bc8c-418f-843c-3fdfb720e0fc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:33:48.591Z
reason:
  New fact provides the specific rationale (token cost doubling) for the existing fact's recommendation to disable user_invocable. They directly address the same configuration decision—merging them creates a more complete explanation of the Remember skill's `user_invocable: false` setting.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"7b5ea1d0-bc8c-418f-843c-3fdfb720e0fc","targetContent":"**Remember skill** — Set `user_invocable: false` to hide from users and prevent hook-based auto-remembering that doubles token usage 3.","confidence":0.92,"fact":{"content":"The rationale for disabling `user_invocable` on Remember skill is to avoid doubling token costs from automatic hook-based memory capture that runs in the background","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"7b5ea1d0-bc8c-418f-843c-3fdfb720e0fc","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1a381fcb-bbb4-4a88-9fae-f8478b2a1974
memory_id: f4db8634-5659-4b25-a9cb-b8e45d550960
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:34:58.766Z
reason:
  Candidate [2] already captures this exact task as an issue item: 'Recall skill — Add disclaimer section explaining automatic injection at session start'. The new fact is the same procedural task, already in the memory system.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"A disclaimer section should be added to the Recall skill documentation explaining that automatic injection of relevant memories occurs at session start","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: 9257ed63-083f-4353-beb3-6f8ceebe1ebd
memory_id: f4db8634-5659-4b25-a9cb-b8e45d550960
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:34:58.766Z
reason:
  Candidates 4 and 5 (both labeled as issues) already explicitly specify this exact content: 'Add disclaimer section explaining automatic injection at session start and when manual recall is appropriate (targeted searches, old decisions, debugging)'. The new fact restates the same guidance in slightly different wording and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Recall skill disclaimer should explain when manual recall is appropriate, specifically for: targeted searches, old decisions, and debugging use cases","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: 25bc2e79-2eed-44b1-8dd5-10a00bea260b
memory_id: f4db8634-5659-4b25-a9cb-b8e45d550960
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:34:58.766Z
reason:
  Existing candidate #5 already captures this as an issue item: 'USER.md.template — Remove timezone from line 13'. The new fact is already covered by the existing procedural list.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Timezone information should be removed from line 13 of USER.md.template","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: 5a152242-6dbd-413d-8dbe-13cc303733ab
memory_id: f4db8634-5659-4b25-a9cb-b8e45d550960
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:34:58.766Z
reason:
  New fact is already covered by candidate [5] (ID: f4db8634-5659-4b25-a9cb-b8e45d550960), which explicitly lists 'AGENTS.md.template — Remove timezone from line 60' as task item 5

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Timezone information should be removed from line 60 of AGENTS.md.template","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: f037d042-67e1-4e6a-82ba-e615836fd0f5
memory_id: 590c9616-21e3-40d8-8d66-88ac9ee83597
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:36:10.664Z
reason:
  Candidate [3] already establishes the existence of the 'Guiding Voice' tone guide and its communication standards (warm, patient, refined). Candidates [4] and [5] add further specifics. The new fact is a broader umbrella statement already covered by these existing memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The onboarding skill includes a 'Guiding Voice' tone guide that defines communication standards","type":"semantic","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: 8e61ce0c-c125-452f-a894-3dbeaf84dd5d
memory_id: 590c9616-21e3-40d8-8d66-88ac9ee83597
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:36:10.664Z
reason:
  Candidate [3] already captures this information with additional detail: 'The onboarding skill's Guiding Voice tone guide emphasizes warm, patient, and refined communication style.' The new fact about warm communication is subsumed by the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The 'Guiding Voice' tone guide in the onboarding skill emphasizes warm communication style","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: 9bede67a-3e29-4b11-9efa-79c58279d7f0
memory_id: 590c9616-21e3-40d8-8d66-88ac9ee83597
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:36:10.664Z
reason:
  Candidate [3] already captures this fact: explicitly states the tone guide emphasizes 'patient' communication style as part of the 'warm, patient, and refined' description. New fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The 'Guiding Voice' tone guide in the onboarding skill emphasizes patient communication style","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: dfe4dc83-2b95-4a81-8a67-091c6719369b
memory_id: 590c9616-21e3-40d8-8d66-88ac9ee83597
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:36:10.664Z
reason:
  Candidate [3] already captures this fact: 'The onboarding skill's Guiding Voice tone guide emphasizes warm, patient, and refined communication style.' The new fact about refined communication style is already explicitly covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The 'Guiding Voice' tone guide in the onboarding skill emphasizes refined communication style","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: df3afbbf-2fcd-405c-805d-0c80508a76bc
memory_id: f89efe08-59db-47a8-a4b9-27c812894364
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:36:42.195Z
reason:
  Candidate [5] (ID: f89efe08-59db-47a8-a4b9-27c812894364) contains the identical fact: 'A timezone question was removed from Phase 3 of the interview workflow'. No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A timezone question was removed from Phase 3 of the interview workflow","type":"decision","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: 91896d00-d5a1-49ba-a217-e7e8b4c92b4f
memory_id: 34cc6dd5-39b3-4cfc-8d0b-36157047b317
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:59:24.592Z
reason:
  New fact is already covered by candidate [5] (Tailnet Connectivity Setup Request). The existing memory captures the same information - user requesting Tailnet connectivity assistance for remote work - with additional context (coffee shop location, no implementation completed). No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"A user requested technical assistance with connecting to their Tailnet for remote work purposes","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: 6b3e1d54-db9f-4a4c-92c0-b43ebc81049c
memory_id: 34cc6dd5-39b3-4cfc-8d0b-36157047b317
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:59:24.592Z
reason:
  Candidate #5 (34cc6dd5-39b3-4cfc-8d0b-36157047b317) already captures this information explicitly: 'User requested assistance with connecting to their Tailnet for remote work at a coffee shop.' The new fact adds no additional context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The user's remote work context was at a coffee shop","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: 56005478-ed52-423c-9d57-9cee66af6c2f
memory_id: 34cc6dd5-39b3-4cfc-8d0b-36157047b317
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:59:24.592Z
reason:
  Candidate [5] already captures the key details: session initiated with user query and screenshot attachment, no implementation work completed. The new fact is a generic restatement of information already in memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The session was initiated with a user query and screenshot attachment, but no implementation work was completed","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: 823671f1-100c-4aac-8451-8177992ab953
memory_id: 34cc6dd5-39b3-4cfc-8d0b-36157047b317
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:59:24.592Z
reason:
  Candidate [5] already documents Tailscale/Tailnet connectivity setup and troubleshooting as a session topic with additional context (user scenario, coffee shop remote work, screenshot attachment). New fact is subsumed by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The session purpose involved Tailscale connectivity setup and troubleshooting","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: 6946586c-595a-4ea4-b29f-76baca6ff406
memory_id: 9f89b2e8-5e4f-4ba6-9d15-af30e3038a03
event: updated
new_content: Signet initializes development sessions via a hook system that automatically loads project context
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T17:47:17.038Z
actor_type: pipeline
old_content:
  Claude Code sessions are initialized via a SessionStart hook that automatically loads the memory system and agent identity configuration

reason:
  New fact is a general architectural principle about Signet's hook system for session initialization. Candidate 1 describes the same pattern but scoped to Claude Code specifically. Merging them into a broader statement about Signet's session initialization architecture avoids duplication while preserving both the general principle and the Claude Code-specific implementation detail.


id: 5debbdbf-4bfc-46dc-93cd-2690ce8b613d
memory_id: 423740f0-a713-4c01-8e25-f5d7347ac632
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:47:17.039Z
reason:
  New fact is a general architectural principle about Signet's hook system for session initialization. Candidate 1 describes the same pattern but scoped to Claude Code specifically. Merging them into a broader statement about Signet's session initialization architecture avoids duplication while preserving both the general principle and the Claude Code-specific implementation detail.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"9f89b2e8-5e4f-4ba6-9d15-af30e3038a03","targetContent":"Claude Code sessions are initialized via a SessionStart hook that automatically loads the memory system and agent identity configuration","confidence":0.8,"fact":{"content":"Signet initializes development sessions via a hook system that automatically loads project context","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":"9f89b2e8-5e4f-4ba6-9d15-af30e3038a03","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1b3deab2-0811-4bf6-9e87-5cf9e3a9f1f4
memory_id: 423740f0-a713-4c01-8e25-f5d7347ac632
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:47:17.039Z
reason:
  Candidate [4] already establishes that Nicholai uses Claude Code as the development environment for signetai. The new fact restates this relationship without adding substantive new information about development practices, tooling, or project-specific context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The signetai monorepo is actively developed in Claude Code","type":"fact","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: 61b73c49-e903-41a6-9769-4c9ce12c5139
memory_id: 27a76ca5-4acf-4043-96ed-7e2430663918
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:48:11.574Z
reason:
  Existing candidate [4] (ID: 27a76ca5-4acf-4043-96ed-7e2430663918) already captures this preference: 'Nicholai requested Linux system tray/menu bar support for Signet, expressing strong preference for this feature.' The new fact is duplicate/redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Nicholai requested Linux system tray/menu bar support for Signet","type":"preference","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: 09fd8a83-e300-48bc-bda2-4e9d37323f94
memory_id: 27a76ca5-4acf-4043-96ed-7e2430663918
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:48:11.574Z
reason:
  Candidate [3] (ID: 27a76ca5...) already captures this preference: 'Nicholai requested Linux system tray/menu bar support for Signet, expressing strong preference for this feature.' The new fact is redundant and adds no additional detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai has expressed a strong preference for Linux system tray/menu bar integration with Signet","type":"preference","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: c3a504d9-bb50-44e7-9d48-54e7fdb3d5a0
memory_id: 27a76ca5-4acf-4043-96ed-7e2430663918
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:48:11.574Z
reason:
  Candidate [3] already captures the investigation activity with fuller context: it documents both Nicholai's request for Linux system tray support AND the assistant's investigation to assess implementation effort. The new fact only describes the investigation component, which is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An investigation of the Signet codebase was conducted to assess the implementation effort required for Linux system tray/menu bar support","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 33b20b4b-8514-4e83-8289-ea2271b9cb65
memory_id: 03b1276e-ed67-4ddb-9f2e-880cfee21264
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:49:03.922Z
reason:
  New fact is already covered by candidate [4], which specifically documents that packages/tray/ exists with Tauri-based implementation (both Rust and TypeScript components). Candidate [5] further details the package structure. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet monorepo contains a packages/tray/ package implementing a Tauri-based desktop application","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: 5b10299c-9250-4242-9942-8b92a90f5c8b
memory_id: 03b1276e-ed67-4ddb-9f2e-880cfee21264
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:49:03.922Z
reason:
  Candidate 4 already covers this fact: it explicitly states the `packages/tray/` package includes Rust components at `src-tauri/src/`. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The packages/tray/ directory includes Rust components located at src-tauri/src/","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: 8473477b-364e-4cb8-a3a1-3293f118fb74
memory_id: 03b1276e-ed67-4ddb-9f2e-880cfee21264
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:49:03.922Z
reason:
  Candidate [4] already explicitly documents that the packages/tray/ package includes TypeScript components at src-ts/. The new fact is redundant and already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The packages/tray/ directory includes TypeScript components located at src-ts/","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: 20bb70c7-2922-4071-b80d-e7ab1b6a06f7
memory_id: 29a650dd-b416-44f6-92b9-a38198cf3033
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:50:18.679Z
reason:
  Candidate 5 already covers this fact in detail, explicitly mentioning platform-specific code including `platform/autostart.rs` as part of the tray package structure.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The tray package contains platform-specific code located at `platform/autostart.rs`","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: aa757167-86b8-4323-881e-99bbeafb673e
memory_id: 29a650dd-b416-44f6-92b9-a38198cf3033
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:50:18.680Z
reason:
  Candidate [4] (ID: 29a650dd...) already comprehensively documents the tray package structure, explicitly mentioning 'commands layer (`commands.rs`)' as part of a complete inventory of tray package components. The new fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The tray package includes a commands layer implemented in `commands.rs`","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: b71303aa-d0e3-4e22-9469-45d41fb34643
memory_id: 29a650dd-b416-44f6-92b9-a38198cf3033
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:50:18.680Z
reason:
  Candidate [4] already documents that the tray package includes 'menu definitions (`menu.ts`)'. The new fact is already covered by this existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The tray package defines menu structures in `menu.ts`","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: f42608e5-0447-4645-b497-3e14202e3867
memory_id: 29a650dd-b416-44f6-92b9-a38198cf3033
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:50:18.680Z
reason:
  Candidate [29a650dd...] already documents that the tray package includes 'Tauri configuration (tauri.conf.json)'. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The tray package uses Tauri configuration from `tauri.conf.json`","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: 32d30484-d404-4f88-8085-5994c090d45b
memory_id: 29a650dd-b416-44f6-92b9-a38198cf3033
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:50:18.680Z
reason:
  Candidate [5] already explicitly states that tray package documentation exists at `docs/TRAY.md` as part of a comprehensive summary. New fact is fully covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":1,"fact":{"content":"Documentation for the tray package exists at `docs/TRAY.md`","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: 9a28fe65-7f90-4e53-bfbf-7c848d9bf29a
memory_id: 694d90bb-6020-472f-8a46-b6099e6d9426
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:51:25.002Z
reason:
  Candidate [5] already captures this exact fact: 'The initial investigation was incomplete—assistant was gathering context on existing infrastructure to scope the Linux implementation work.' The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The initial investigation into Linux implementation work was incomplete","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cbd05ed8-e356-4a42-8e28-644f5449d75e
memory_id: bae124de-2bf8-48f4-87aa-7555e7781dbc
event: created
changed_by: pipeline-v2
created_at: 2026-02-27T17:51:25.002Z
new_content:
  The assistant was gathering context on existing infrastructure to scope the Linux implementation work

reason:
  New fact describes gathering context for Linux implementation work - a new initiative not covered in existing memories. While procedurally similar to candidate [2] (general principle of discovery-first approach), this is specific to a new work stream that should be tracked separately.

metadata:
  {"proposedAction":"add","sourceMemoryId":"694d90bb-6020-472f-8a46-b6099e6d9426","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: b90e3989-2211-414b-af66-cb87d60310e0
memory_id: 694d90bb-6020-472f-8a46-b6099e6d9426
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:51:25.002Z
reason:
  New fact describes gathering context for Linux implementation work - a new initiative not covered in existing memories. While procedurally similar to candidate [2] (general principle of discovery-first approach), this is specific to a new work stream that should be tracked separately.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The assistant was gathering context on existing infrastructure to scope the Linux implementation work","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":"bae124de-2bf8-48f4-87aa-7555e7781dbc","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0cc6eb37-00ed-48c6-8a82-3a57c96df812
memory_id: 694d90bb-6020-472f-8a46-b6099e6d9426
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:51:25.003Z
reason:
  Candidate [3] already captures this principle as a procedural memory: 'Discovery and context-gathering work should precede implementation work to ensure proposals are well-informed and grounded in existing codebase patterns'. The new fact is a rationale that justifies the existing procedural rule and is already well-covered by it.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Gathering context on existing infrastructure is necessary to properly scope Linux implementation work","type":"rationale","confidence":0.8},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ee454f28-e8bd-4884-95c9-3196dea9ede4
memory_id: 119420e8-cdfc-446e-a5dd-1a840669ded9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:52:07.457Z
reason:
  The new fact is already covered by memory ID 119420e8-cdfc-446e-a5dd-1a840669ded9 which explicitly states 'The onboarding Overhaul Plan (Roadmap 2.1-2.4)'. Memory ID 5612b7d7 also confirms the same roadmap connection. No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"An onboarding overhaul plan exists as part of Roadmap versions 2.1-2.4","type":"fact","confidence":0.7},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f7e9655e-0c71-4a68-8c80-14dd7079e836
memory_id: 119420e8-cdfc-446e-a5dd-1a840669ded9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:52:07.457Z
reason:
  Candidate [5] (ID: 119420e8-cdfc-446e-a5dd-1a840669ded9) already captures this fact exactly: 'Session started with presentation of a comprehensive implementation plan for the onboarding overhaul.' New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A session included a presentation of a comprehensive implementation plan for the onboarding overhaul","type":"procedural","confidence":0.6},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 75b27144-6b68-4599-91df-1110b6e6a452
memory_id: c8f662f6-7066-4d34-a30c-7ee7441461f1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:54:13.315Z
reason:
  Candidate [5] already captures this exact information with slightly more detail (mentions conflict with automatic pipeline). The new fact is a restatement of the same four foundational issues without adding new content.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The onboarding initiative addresses four foundational issues: (1) lack of structure with no step indicators or outline, (2) missing persona guidance, (3) redundant timezone questions, (4) misleading remember/recall skills that encourage manual workflows","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0b3b8afe-a100-48a1-9001-5dd921458c50
memory_id: c8f662f6-7066-4d34-a30c-7ee7441461f1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:54:13.315Z
reason:
  Existing candidates [3] and [5] already explicitly document this issue: candidate [3] states 'no step indicators, no upfront outline' and candidate [5] mentions 'lack of structure (no step indicators or outline)' as part of the broader onboarding structural problems. The new fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The onboarding process currently lacks step indicators or visual outline structure to guide users through setup","type":"fact","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: 5fef0dc5-b460-4179-b447-7cb5601c663a
memory_id: fa3356db-f548-4c35-bf72-cbb15f50b663
event: updated
new_content: The onboarding process currently lacks guidance on agent persona and identity configuration
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T17:54:13.315Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 230 characters]

reason:
  New fact identifies a gap in the current implementation of the onboarding skill's Agent Identity phase. Candidate 3 describes the intended design; merging reveals the discrepancy between design and actual guidance quality.


id: c25bf3e6-b9ea-4022-a50d-d822a8377096
memory_id: c8f662f6-7066-4d34-a30c-7ee7441461f1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:54:13.316Z
reason:
  New fact identifies a gap in the current implementation of the onboarding skill's Agent Identity phase. Candidate 3 describes the intended design; merging reveals the discrepancy between design and actual guidance quality.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"fa3356db-f548-4c35-bf72-cbb15f50b663","targetContent":"## Onboarding Skill Overview The onboarding skill walks users through four phases of agent personalization: 1. **Agent Identity (IDENTITY.md)** - Character definition including name, creature type, origin story, visual identity 2.","confidence":0.85,"fact":{"content":"The onboarding process currently lacks guidance on agent persona and identity configuration","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"fa3356db-f548-4c35-bf72-cbb15f50b663","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ba803d71-0832-4bb3-aa7d-1a807fa11813
memory_id: c8f662f6-7066-4d34-a30c-7ee7441461f1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:54:13.316Z
reason:
  This fact is already captured in existing memories. Candidate 1 explicitly states 'timezone is redundantly requested in both templates and onboarding Phase 3', and candidates 2 & 4 both identify redundant timezone questions as a core problem. Candidates 3 & 5 document the fix already applied.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The onboarding process includes redundant timezone questions that repeat unnecessarily","type":"fact","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: 90109a63-dbac-4be5-8be4-fdf770461999
memory_id: c8f662f6-7066-4d34-a30c-7ee7441461f1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:54:13.316Z
reason:
  New fact is already comprehensively covered by existing memories: candidates [3] and [4] identify the exact problem (remember/recall providing misleading guidance that conflicts with automatic pipeline), and candidate [5] documents the implemented solution (hiding remember skill, adding recall disclaimer)

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The remember and recall skills provide misleading guidance encouraging manual memory management workflows","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 274b0276-324c-428f-b5ee-35d58d70e6f0
memory_id: c8f662f6-7066-4d34-a30c-7ee7441461f1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:54:13.316Z
reason:
  Candidate [5] already captures this exact concept: 'The automatic memory pipeline handles memory capture automatically, making manual saves via Remember skill unnecessary.' Candidate [1] also covers the automatic extraction as part of the comprehensive architecture. The new fact is a summary of what's already in memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signet implements an automatic memory pipeline that manages memory extraction and updates without requiring user intervention via remember/recall commands","type":"semantic","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: c5ee5d41-ebf8-4e0f-a6f2-938093a3614f
memory_id: c8f662f6-7066-4d34-a30c-7ee7441461f1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:54:13.316Z
reason:
  Candidate [3] already captures this rationale: manual saves via Remember skill are unnecessary and counterproductive to the automatic pipeline's importance scoring. The new fact states the same core conflict at a higher level of abstraction but adds no new semantic content beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.88,"fact":{"content":"Manual memory management workflows encouraged by remember/recall skill documentation conflict with Signet's automatic memory pipeline architecture design","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3e9ba5d3-576b-4a19-a0d6-ccdee0bafea5
memory_id: 86178630-969f-47e4-b29f-b0a10df68adc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:55:08.542Z
reason:
  Candidate [5] already covers this fact with specific details: 'The plan spans five files: three skill templates (onboarding, remember, recall) and two manifest templates (USER.md, AGENTS.md).' The new fact is a less-detailed restatement of the same information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The plan spans five files total","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: 2f6030d6-7000-47aa-9a07-de0c85b3cbb7
memory_id: 86178630-969f-47e4-b29f-b0a10df68adc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:55:08.542Z
reason:
  Candidate [4] already documents that the plan includes 'three skill templates (onboarding, remember, recall)' alongside two manifest templates. New fact is a restatement of information already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Three of the files in the plan are skill templates: onboarding, remember, and recall","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: 647621b8-3730-4707-8fed-63cd3820eeda
memory_id: 86178630-969f-47e4-b29f-b0a10df68adc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:55:08.542Z
reason:
  Candidate 3 already captures this exact information: 'The plan spans five files: three skill templates (onboarding, remember, recall) and two manifest templates (USER.md, AGENTS.md).' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Two of the files in the plan are manifest templates: USER.md and AGENTS.md","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: 3464ed22-0f69-45c3-b5a1-ac949c5e44b2
memory_id: 2023d90e-7d49-4f74-bf88-8cb34e7c2095
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:56:34.330Z
reason:
  New fact is already comprehensively covered by candidates [3] and [5], which both document the onboarding skill rewrite with specific structural changes (outline declarations, progress indicators, Guiding Voice section, relaxation cues). The new fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.88,"fact":{"content":"The onboarding skill underwent a rewrite with major structural changes","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: 6a8678c7-fcff-44e0-a2ab-1727055d6365
memory_id: 2023d90e-7d49-4f74-bf88-8cb34e7c2095
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:56:34.330Z
reason:
  Existing candidate [5] already comprehensively covers upfront outline declarations as part of the onboarding skill rewrite, along with other structural changes (6-step progress indicators, Guiding Voice section, relaxation cues). New fact is redundant detail already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The rewritten onboarding skill includes upfront outline declarations as a structural component","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 75f54362-6836-40de-b3f3-7daa90c240f3
memory_id: 2023d90e-7d49-4f74-bf88-8cb34e7c2095
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:56:34.330Z
reason:
  Existing candidate [5] already documents '6-step progress indicators' as a core component of the onboarding rewrite. This fact is fully covered by the existing memory and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The rewritten onboarding skill includes 6-step progress indicators to track user progression","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1f456502-babf-4bec-acff-058ac7809dea
memory_id: 2023d90e-7d49-4f74-bf88-8cb34e7c2095
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:56:34.330Z
reason:
  Candidate [5] already captures this exact information: 'Guiding Voice' section replaces 'Interview Philosophy' as part of the onboarding skill rewrite. New fact adds no additional detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The onboarding skill's 'Guiding Voice' section replaces the previous 'Interview Philosophy' section","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9f9b24b8-88ae-41cb-aec8-3a8067d5b421
memory_id: 2023d90e-7d49-4f74-bf88-8cb34e7c2095
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T17:56:34.330Z
actor_type: pipeline
old_content:
  The onboarding skill rewrite includes major structural changes—adding upfront outline declarations, 6-step progress indicators, a "Guiding Voice" section to replace "Interview Philosophy", and brief relaxation cues between phases.

new_content:
  The rewritten onboarding skill includes brief relaxation cues inserted between phases to reduce cognitive load

reason:
  Candidate [5] already documents relaxation cues between phases as part of the rewrite. New fact adds context about their purpose (reducing cognitive load), refining understanding of the design rationale.


id: 3fca13a9-7345-4138-a6d4-dc0f3f167a03
memory_id: 2023d90e-7d49-4f74-bf88-8cb34e7c2095
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:56:34.331Z
reason:
  Candidate [5] already documents relaxation cues between phases as part of the rewrite. New fact adds context about their purpose (reducing cognitive load), refining understanding of the design rationale.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"2023d90e-7d49-4f74-bf88-8cb34e7c2095","targetContent":"The onboarding skill rewrite includes major structural changes—adding upfront outline declarations, 6-step progress indicators, a \"Guiding Voice\" section to replace \"Interview Philosophy\", and brief relaxation cues between phases.","confidence":0.95,"fact":{"content":"The rewritten onboarding skill includes brief relaxation cues inserted between phases to reduce cognitive load","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"2023d90e-7d49-4f74-bf88-8cb34e7c2095","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a26cb96f-37f6-44b8-a3a2-a8ffbf7f7f66
memory_id: f43e7f5e-7475-4212-b10e-6b77f52b1139
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:57:48.723Z
reason:
  New fact is already covered by candidate [5] which explicitly states 'The remember skill will be hidden from users (user_invocable: false)...' The new fact restates this same decision in more technical terms (referencing the standard skills list visibility mechanism). Candidate [3] also provides the rationale for this decision.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The remember skill has user_invocable set to false, hiding it from the standard user-facing skills list","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: 7107e064-9c18-4eaf-aab1-83b1b89c9aa2
memory_id: f43e7f5e-7475-4212-b10e-6b77f52b1139
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:57:48.724Z
reason:
  Candidate [5] already captures this fact verbatim: 'The remember skill will be hidden from users (user_invocable: false) to discourage manual saves that distort importance scoring.' New fact adds only minor clarification about 'automatic importance scoring system used by the memory pipeline' which is already implied.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The remember skill is hidden from users to discourage manual saves that would distort the automatic importance scoring system used by the memory pipeline","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: 2cb59ce9-7280-45e0-9906-f3da9da1fec2
memory_id: f43e7f5e-7475-4212-b10e-6b77f52b1139
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:57:48.724Z
reason:
  Candidate [4] already captures this fact comprehensively: 'The recall skill gains a disclaimer explaining automatic injection at session start and when manual /recall is appropriate.' The new fact is a subset of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The recall skill includes a disclaimer explaining that memories are automatically injected into session context at the start of each session","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: d4d8be40-c84b-47ca-9a80-b2e599929f08
memory_id: f43e7f5e-7475-4212-b10e-6b77f52b1139
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:57:48.724Z
reason:
  Candidate [5] already captures this as a fact: 'The recall skill gains a disclaimer explaining automatic injection at session start and when manual /recall is appropriate.' The new fact elaborates on what that disclaimer covers but doesn't add materially new information beyond what's already recorded.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The recall skill disclaimer explains when manual /recall usage is appropriate versus relying on automatic memory injection","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: 2e1de7b0-014f-47c0-87b7-791a5d341a37
memory_id: 01f5ff8c-818e-48cc-af24-5603ea1b0d06
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:59:29.281Z
reason:
  Candidate [5] already captures this: 'Both timezone references are removed from templates (USER.md line 13, AGENTS.md line 60).' The new fact is a specific instance of the broader memory about template timezone removal.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Timezone reference at USER.md line 13 is being deleted as a one-line template deletion","type":"decision","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: c360a62d-04a0-46c0-aa33-019e805a93e1
memory_id: 01f5ff8c-818e-48cc-af24-5603ea1b0d06
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:59:29.281Z
reason:
  Candidate [5] already captures that timezone references at AGENTS.md line 60 (and USER.md line 13) are removed from templates as one-line deletions, with implementation sequence specified

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Timezone reference at AGENTS.md line 60 is being deleted as a one-line template deletion","type":"decision","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: 01ce326b-3285-4aec-a7be-bf6f2fa09db7
memory_id: 01f5ff8c-818e-48cc-af24-5603ea1b0d06
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:59:29.281Z
reason:
  Candidates [2] and [3] already establish that skills implementation (second phase) involves additive disclaimers. New fact is redundant with existing procedural memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Remember and recall skills are updated with additive disclaimers as the second step in the implementation sequence","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3ae81c94-a6cb-4f51-bbda-eeb4788169cc
memory_id: 01f5ff8c-818e-48cc-af24-5603ea1b0d06
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:59:29.281Z
reason:
  Candidate [2] (ID: 1431d8d4) already documents this exact sequence: 'templates first, then skills (additive disclaimers), then main onboarding rewrite.' The new fact restates the same implementation order without adding new information. Candidate [3] also confirms onboarding rewrite as the final phase.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"A full onboarding skill rewrite is performed as the final step after template deletions and skill disclaimer updates","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f82e37c2-49ea-4eeb-938b-2cee680337e4
memory_id: 01f5ff8c-818e-48cc-af24-5603ea1b0d06
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T17:59:29.281Z
reason:
  Candidate [01f5ff8c...] already captures the exact implementation sequence: templates first (one-line deletions), remember/recall skills (additive disclaimers), then full onboarding rewrite. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The implementation sequence for timezone reference removal is ordered as: (1) template deletions (USER.md, AGENTS.md), (2) additive disclaimer updates to remember and recall skills, (3) full onboarding rewrite","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4934adc9-0131-47fa-8f71-41e746842386
memory_id: 02c0c21c-ed93-4277-83c2-290100612485
event: updated
new_content: Onboarding skill verification includes build confirmation as a prerequisite step
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T18:01:13.670Z
actor_type: pipeline
old_content:
  Verification includes build confirmation, skill sync validation, and testing via /onboarding invocation to ensure no prompt injection warnings, proper outline rendering, and timezone removal.

reason:
  New fact clarifies that build confirmation is a prerequisite step (must happen first) in onboarding skill verification. Candidate 5 already captures build confirmation as part of verification but doesn't explicitly emphasize the prerequisite/ordering aspect. Merging adds clarity about the required sequence.


id: 8fd86887-f867-4804-9dcd-2d0ea6b0adb5
memory_id: 02c0c21c-ed93-4277-83c2-290100612485
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:01:13.672Z
reason:
  New fact clarifies that build confirmation is a prerequisite step (must happen first) in onboarding skill verification. Candidate 5 already captures build confirmation as part of verification but doesn't explicitly emphasize the prerequisite/ordering aspect. Merging adds clarity about the required sequence.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"02c0c21c-ed93-4277-83c2-290100612485","targetContent":"Verification includes build confirmation, skill sync validation, and testing via /onboarding invocation to ensure no prompt injection warnings, proper outline rendering, and timezone removal.","confidence":0.85,"fact":{"content":"Onboarding skill verification includes build confirmation as a prerequisite step","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"02c0c21c-ed93-4277-83c2-290100612485","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 209b83fc-1f30-457c-b4dd-f8214bff82d4
memory_id: 02c0c21c-ed93-4277-83c2-290100612485
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:01:13.672Z
reason:
  Candidate #4 (1bf1a171-3297-4d53-9395-18d4e3229ba5) already captures this fact: it explicitly states 'skill sync check' is part of onboarding verification, alongside rebuild and interactive testing. The new fact is a subset of existing coverage.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Onboarding skill verification includes skill sync validation","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 10395161-c3fc-4064-be72-d58751bca1d0
memory_id: 02c0c21c-ed93-4277-83c2-290100612485
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:01:13.672Z
reason:
  Candidate [5] already comprehensively covers this: it explicitly mentions 'testing via /onboarding invocation' and includes specific validation goals (prompt injection warnings, outline rendering, timezone removal). The new fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Onboarding skill verification includes testing via /onboarding invocation to validate functionality","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 56f2f3e8-64e3-4e69-a884-bb1c8f9b92e9
memory_id: 02c0c21c-ed93-4277-83c2-290100612485
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:01:13.672Z
reason:
  Candidate #5 (02c0c21c-ed93-4277-83c2-290100612485) already captures this exact requirement: 'testing via /onboarding invocation to ensure no prompt injection warnings' as part of verification checklist. New fact is redundant and less comprehensive.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Testing via /onboarding invocation must confirm that no prompt injection warnings appear","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4e333265-5597-4ca7-a5de-fdee3c30ebb1
memory_id: 02c0c21c-ed93-4277-83c2-290100612485
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:01:13.672Z
reason:
  Existing memory [5] (ID: 02c0c21c-ed93-4277-83c2-290100612485) already captures this procedural requirement: 'testing via /onboarding invocation to ensure... proper outline rendering.' The new fact is a specific detail already covered by the broader verification checklist.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Testing via /onboarding invocation must confirm that outline rendering displays properly","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9f862cd5-008e-40c2-bd0c-059287437a35
memory_id: 02c0c21c-ed93-4277-83c2-290100612485
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:01:13.672Z
reason:
  Candidate 02c0c21c already captures this requirement: 'Verification includes...testing via /onboarding invocation to ensure...timezone removal.' The new fact is a specific restatement of an existing broader verification requirement.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Testing via /onboarding invocation must confirm that timezone removal is applied correctly","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3a233a08-cb70-41eb-8fd2-4df2a52e2525
memory_id: 4101b68d-20cc-4592-a281-03e87ea522c9
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T18:11:29.959Z
actor_type: pipeline
old_content:
  ## DataFetcher SQLite Migration Plan Session began with a detailed plan to refactor the data fetcher in the pm-kalshi crate to write trades directly to SQLite (`historical.db`) instead of CSV. The backtester now loads from SQLite but the database has 3.5M markets with zero trades because the fetcher never populated it.

new_content:
  The data fetcher in the pm-kalshi crate was refactored to write trades directly to SQLite (historical.db) instead of CSV

reason:
  New fact confirms the DataFetcher refactoring plan (candidate [2]) was successfully executed. Candidate [2] describes the plan with unresolved state (3.5M markets with zero trades). New fact confirms the refactoring is complete. Should merge to reflect completion status while retaining context about the blockers still needing resolution.


id: 54b443cc-5b1a-423f-809f-db22421e1cc6
memory_id: 4101b68d-20cc-4592-a281-03e87ea522c9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:11:29.961Z
reason:
  New fact confirms the DataFetcher refactoring plan (candidate [2]) was successfully executed. Candidate [2] describes the plan with unresolved state (3.5M markets with zero trades). New fact confirms the refactoring is complete. Should merge to reflect completion status while retaining context about the blockers still needing resolution.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"4101b68d-20cc-4592-a281-03e87ea522c9","targetContent":"## DataFetcher SQLite Migration Plan Session began with a detailed plan to refactor the data fetcher in the pm-kalshi crate to write trades directly to SQLite (`historical.db`) instead of CSV. The backtester now loads from SQLite but the database has 3.5M markets with zero trades because the fetcher never populated it.","confidence":0.92,"fact":{"content":"The data fetcher in the pm-kalshi crate was refactored to write trades directly to SQLite (historical.db) instead of CSV","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"4101b68d-20cc-4592-a281-03e87ea522c9","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 329a0f01-3b7e-40d7-9876-4534fb876678
memory_id: 4101b68d-20cc-4592-a281-03e87ea522c9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:11:29.961Z
reason:
  Candidate [4] already captures that the backtester loads from SQLite instead of CSV. The new fact restates this but adds no new information beyond what's already documented in the DataFetcher SQLite Migration Plan memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The pm-kalshi backtester was updated to load trade data from SQLite instead of CSV","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: 4e052097-aba8-4a95-8b91-c2220139685f
memory_id: 4101b68d-20cc-4592-a281-03e87ea522c9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:11:29.961Z
reason:
  Candidate 3 already captures this exact fact: 'the database has 3.5M markets with zero trades because the fetcher never populated it.' The new fact is a restatement of existing knowledge about the historical.db state.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The historical.db database in pm-kalshi contains 3.5 million markets but has zero trades across all markets","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: 69c276e5-1dfb-4761-a652-8b741ec7ffba
memory_id: 4101b68d-20cc-4592-a281-03e87ea522c9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:11:29.961Z
reason:
  Candidate [2] already captures this diagnosis: 'the database has 3.5M markets with zero trades because the fetcher never populated it.' The new fact is a restatement of the same root cause analysis.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The data fetcher in pm-kalshi has not yet populated the historical.db database with trades, which is the root cause of the zero-trade state","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 898dc049-d964-450b-b178-36451b33e57b
memory_id: 4101b68d-20cc-4592-a281-03e87ea522c9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:11:29.961Z
reason:
  Candidate #4 already comprehensively covers the DataFetcher SQLite migration plan for pm-kalshi, including the problem statement (3.5M markets with zero trades), the goal (write trades directly to SQLite for historical.db), and the context. The new fact merely restates that the plan is 'in progress' without adding new details, scope changes, blockers, or implementation specifics that would warrant an update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"A migration plan is in progress to refactor the pm-kalshi data fetcher to write trades directly to SQLite (historical.db) to complete the backtester's transition from CSV to database-backed data loading","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: 0552a052-06e9-48b8-a195-22052052725a
memory_id: 36f3b200-029a-43f4-b2ae-077753fa162b
event: created
changed_by: pipeline-v2
created_at: 2026-02-27T18:12:56.107Z
new_content:
  The DataFetcher struct is being modified to add an Arc<SqliteStore> field to enable database-backed storage access

reason:
  New fact is a specific implementation detail about DataFetcher struct modification for database access. No existing candidate covers this architectural change. Candidates address broader pipeline config restructuring, OpenClaw memory schemas, and general architecture, but not this specific storage layer enhancement.

metadata:
  {"proposedAction":"add","sourceMemoryId":"23e2592d-535a-43bb-9c68-f71863acba98","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"haiku"}


id: 6feecdbe-335c-414e-b4c4-4da6e5ff9392
memory_id: 23e2592d-535a-43bb-9c68-f71863acba98
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:12:56.107Z
reason:
  New fact is a specific implementation detail about DataFetcher struct modification for database access. No existing candidate covers this architectural change. Candidates address broader pipeline config restructuring, OpenClaw memory schemas, and general architecture, but not this specific storage layer enhancement.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The DataFetcher struct is being modified to add an Arc<SqliteStore> field to enable database-backed storage access","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":"36f3b200-029a-43f4-b2ae-077753fa162b","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: edbf11b9-5ec3-497c-a3cd-c272ad77e9c6
memory_id: 23e2592d-535a-43bb-9c68-f71863acba98
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:12:56.108Z
reason:
  Candidate [3] already captures this exact change as part of the detailed implementation strategy: 'Replace `append_trades_csv()` method with `insert_trades_batch()` that calls the store's batch insert method'. The new fact is a restatement of what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The append_trades_csv() method in DataFetcher is being replaced with insert_trades_batch() that delegates to the store's batch insert method","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: 1d29f36c-db05-4d5a-9c92-4860e106b1cc
memory_id: 0bcbbf86-dfb3-4de6-81db-c91f5be8f695
event: created
changed_by: pipeline-v2
created_at: 2026-02-27T18:12:56.108Z
new_content:
  CSV file operations are being removed from the fetch_range() method as part of migrating to database-backed storage

reason:
  New fact documents a specific refactoring task (CSV removal from fetch_range() during database migration) that is distinct from existing candidates about DB access patterns, migrations registration, or CLI changes. Should be stored as a separate procedural/decision memory.

metadata:
  {"proposedAction":"add","sourceMemoryId":"23e2592d-535a-43bb-9c68-f71863acba98","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"haiku"}


id: 10479096-bfe8-4901-a5fb-2160141eab2e
memory_id: 23e2592d-535a-43bb-9c68-f71863acba98
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:12:56.108Z
reason:
  New fact documents a specific refactoring task (CSV removal from fetch_range() during database migration) that is distinct from existing candidates about DB access patterns, migrations registration, or CLI changes. Should be stored as a separate procedural/decision memory.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"CSV file operations are being removed from the fetch_range() method as part of migrating to database-backed storage","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":"0bcbbf86-dfb3-4de6-81db-c91f5be8f695","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 141be64a-3563-49b5-82f4-8264f0395c72
memory_id: 23e2592d-535a-43bb-9c68-f71863acba98
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:12:56.108Z
reason:
  Candidate [5] already captures this refactoring in detail—same six coordinated changes for CSV-to-SQLite transition. The new fact is a high-level summary of existing memory content.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The refactoring involves six coordinated changes to transition from CSV-based to SQLite database-backed trade data storage","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: a8cec938-3b85-4e92-8b9b-49e471637690
memory_id: 4101b68d-20cc-4592-a281-03e87ea522c9
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T18:12:56.108Z
actor_type: pipeline
old_content:
  The data fetcher in the pm-kalshi crate was refactored to write trades directly to SQLite (historical.db) instead of CSV

new_content:
  The architectural change moves trade data persistence from CSV files to a relational database accessed via SqliteStore, enabling batch operations and eliminating file I/O overhead

reason:
  New fact provides the rationale/justification for the decision already captured in candidate [3]. The existing memory records the decision (CSV → SQLite refactor) but lacks the architectural reasoning. Merging enriches the decision with context about why: batch operations and I/O overhead elimination.


id: 7e077ee0-19ca-43d5-a5fc-a12892d5daee
memory_id: 23e2592d-535a-43bb-9c68-f71863acba98
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:12:56.109Z
reason:
  New fact provides the rationale/justification for the decision already captured in candidate [3]. The existing memory records the decision (CSV → SQLite refactor) but lacks the architectural reasoning. Merging enriches the decision with context about why: batch operations and I/O overhead elimination.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"4101b68d-20cc-4592-a281-03e87ea522c9","targetContent":"The data fetcher in the pm-kalshi crate was refactored to write trades directly to SQLite (historical.db) instead of CSV","confidence":0.85,"fact":{"content":"The architectural change moves trade data persistence from CSV files to a relational database accessed via SqliteStore, enabling batch operations and eliminating file I/O overhead","type":"rationale","confidence":0.8},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"4101b68d-20cc-4592-a281-03e87ea522c9","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0c4ac3a6-c135-42ae-a0a1-e4c93f9666e6
memory_id: c2cf64ca-e2c5-4b72-8293-63cb5ed2cedf
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:13:56.285Z
reason:
  This decision is already captured in candidate [3], which explicitly states 'Update `get_available_data()` to query `historical_trades` table instead of scanning files'. The new fact is a restatement of the same architectural decision with no additional detail or refinement.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `get_available_data()` function should be updated to query the `historical_trades` table in a SQLite database instead of scanning files on disk","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: ca91c6aa-2420-4355-bbcd-e3336d1a730c
memory_id: c2cf64ca-e2c5-4b72-8293-63cb5ed2cedf
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:13:56.285Z
reason:
  Candidate [4] already explicitly covers this procedural task: 'Update DataFetcher construction in AppState and main.rs to create and share a SqliteStore for historical.db'. The new fact is already documented in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"DataFetcher construction in both AppState and main.rs needs to be updated to create and share a SqliteStore instance for accessing historical.db","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: 03da1c66-ae4b-40ee-8a21-265dc89e4359
memory_id: c2cf64ca-e2c5-4b72-8293-63cb5ed2cedf
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:13:56.285Z
reason:
  Candidate [4] already covers this fact—it explicitly mentions 'create and share a SqliteStore for historical.db' as part of the technical implementation. The new fact is a simpler statement of what's already documented in the existing memory about the database file and its purpose.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The application uses a SQLite database file named historical.db to store historical trades data","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: 6dd59525-e14a-4e46-9782-550a902e3335
memory_id: 8d54690a-2b70-4fee-92da-5928b6397f4b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:15:00.226Z
reason:
  Candidate [5] (ID: 8d54690a-2b70-4fee-92da-5928b6397f4b) already captures this exact decision: updating the backtest handler to use a shared historical_store instead of per-request connections. The new fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The backtest handler is being updated to use a shared historical_store for database connections instead of opening a new connection for each request","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 878c23d6-ddf1-473c-b4c3-dcba237c98a6
memory_id: 8d54690a-2b70-4fee-92da-5928b6397f4b
event: updated
new_content: The current backtest handler pattern opens a new database connection for each request
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T18:15:00.226Z
actor_type: pipeline
old_content:
  Update backtest handler to use the shared historical_store instead of opening a new connection per request

reason:
  New fact describes the current problematic pattern that candidate 5 addresses as a fix. Merge them: state the problem (opens new connection per request) and solution (use shared historical_store) together for complete context.


id: 9469b83f-bf2b-417c-8d0b-801d2afd0122
memory_id: 8d54690a-2b70-4fee-92da-5928b6397f4b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:15:00.228Z
reason:
  New fact describes the current problematic pattern that candidate 5 addresses as a fix. Merge them: state the problem (opens new connection per request) and solution (use shared historical_store) together for complete context.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"8d54690a-2b70-4fee-92da-5928b6397f4b","targetContent":"Update backtest handler to use the shared historical_store instead of opening a new connection per request","confidence":0.9,"fact":{"content":"The current backtest handler pattern opens a new database connection for each request","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":"8d54690a-2b70-4fee-92da-5928b6397f4b","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 68333ded-c437-4a2b-bdf4-5735acacb1c8
memory_id: 8d54690a-2b70-4fee-92da-5928b6397f4b
event: updated
old_content: The current backtest handler pattern opens a new database connection for each request
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T18:15:00.228Z
actor_type: pipeline
new_content:
  Using a shared historical_store reduces connection overhead and resource consumption compared to per-request connection creation

reason:
  New fact provides the design rationale for candidate 5's implementation pattern. Merging them creates a more complete memory that includes both the action and its justification (reduced connection overhead and resource consumption).


id: 5ae74752-d2e4-4bd6-b11c-060e7c81ce83
memory_id: 8d54690a-2b70-4fee-92da-5928b6397f4b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:15:00.228Z
reason:
  New fact provides the design rationale for candidate 5's implementation pattern. Merging them creates a more complete memory that includes both the action and its justification (reduced connection overhead and resource consumption).

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"8d54690a-2b70-4fee-92da-5928b6397f4b","targetContent":"Update backtest handler to use the shared historical_store instead of opening a new connection per request","confidence":0.85,"fact":{"content":"Using a shared historical_store reduces connection overhead and resource consumption compared to per-request connection creation","type":"rationale","confidence":0.8},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":"8d54690a-2b70-4fee-92da-5928b6397f4b","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 903f6c30-a3bc-44c0-90c2-0686c1010644
memory_id: 83e1c490-7e02-4f1b-b5db-43c291309002
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:16:32.372Z
reason:
  Candidate [1] already documents the exact trade tuple format (timestamp, ticker, price, volume, side) as strings/i64. New fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Trade data tuples consist of five fields: timestamp (string/i64), ticker (string/i64), price (string/i64), volume (string/i64), and side (string/i64)","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 30ee15fd-054d-419a-b953-3a02adf68107
memory_id: 83e1c490-7e02-4f1b-b5db-43c291309002
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:16:32.372Z
reason:
  Candidate [3] already contains this exact detail: 'Price conversion: yes_price is in cents (integer), divide by 100.0 for decimal format.' The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Price values in trade tuples are stored as integer cents and must be divided by 100.0 to convert to decimal format","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cd04df7a-2e09-4201-8030-6cdbb90b1ed9
memory_id: 83e1c490-7e02-4f1b-b5db-43c291309002
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:16:32.373Z
reason:
  Candidate [5] already captures this fact verbatim: 'Batch size: 10,000 trades per batch (reusing existing batch size constant)'. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Historical trades are processed in batches of 10,000 trades per batch size, reusing an existing batch size constant","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cb8e505c-98f0-4536-8945-c845fc27f5b0
memory_id: 83e1c490-7e02-4f1b-b5db-43c291309002
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:16:32.373Z
reason:
  New fact is already documented in candidate [5] (Technical Details), which explicitly lists 'SqliteStore API methods: `insert_historical_trades_batch()` and `count_historical_trades()`'

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"SqliteStore API provides insert_historical_trades_batch() method for inserting batches of historical trades","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 84524c5b-b292-4693-b582-5336b30bc977
memory_id: 83e1c490-7e02-4f1b-b5db-43c291309002
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:16:32.373Z
reason:
  Candidate 5 already captures this detail in its Technical Details section, explicitly listing SqliteStore API methods: `insert_historical_trades_batch()` and `count_historical_trades()`. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"SqliteStore API provides count_historical_trades() method for counting stored historical trades","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8aecdb4f-97a6-45b5-b170-7e56dcf3032e
memory_id: b34eb186-3496-4111-975b-87614ce053a0
event: created
changed_by: pipeline-v2
created_at: 2026-02-27T18:16:32.373Z
new_content:
  Implementation requires source code modifications to four files: fetcher.rs, web/mod.rs, main.rs, and web/handlers.rs

reason:
  New fact specifies four Rust files requiring modification (fetcher.rs, web/mod.rs, main.rs, web/handlers.rs). Candidate [5] mentions 'five files' but is incomplete and appears to reference a different project context (TypeScript extractors vs. Rust implementation). New fact is precise, procedural, and deserves independent entry.

metadata:
  {"proposedAction":"add","sourceMemoryId":"83e1c490-7e02-4f1b-b5db-43c291309002","decisionConfidence":0.88,"factConfidence":0.9,"extractionModel":"haiku"}


id: 6246238e-d2c3-40b6-9048-49543bd63c06
memory_id: 83e1c490-7e02-4f1b-b5db-43c291309002
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:16:32.373Z
reason:
  New fact specifies four Rust files requiring modification (fetcher.rs, web/mod.rs, main.rs, web/handlers.rs). Candidate [5] mentions 'five files' but is incomplete and appears to reference a different project context (TypeScript extractors vs. Rust implementation). New fact is precise, procedural, and deserves independent entry.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.88,"fact":{"content":"Implementation requires source code modifications to four files: fetcher.rs, web/mod.rs, main.rs, and web/handlers.rs","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":10,"createdMemoryId":"b34eb186-3496-4111-975b-87614ce053a0","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5a331ca5-e220-4d67-9774-e4046a7fb885
memory_id: 191b8682-b8d0-48f2-8a10-456ee0491ecb
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:17:14.486Z
reason:
  Candidate [5] already captures this exact state: 'Plan documented and ready for implementation. No code changes have been made yet.' The new fact adds no additional detail or nuance beyond what's already recorded.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A plan has been documented and is ready for implementation","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a91a582b-8e37-4186-a59d-9219e19f212e
memory_id: 191b8682-b8d0-48f2-8a10-456ee0491ecb
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:17:14.487Z
reason:
  Candidate 2 already contains the exact statement 'No code changes have been made yet' with additional context about the plan being documented and ready. The new fact is redundant and fully covered.

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


id: fef1cdb2-7f34-48a6-9e45-76f2490196d6
memory_id: 9a2b39de-34eb-4d9c-a87f-c3a9c6d2a433
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:22:06.981Z
reason:
  Candidate [5] documents the 5:10 AM MT session start. New fact generalizes this into an emerging pattern. Merge to evolve the memory from single observation to behavioral pattern note.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"9a2b39de-34eb-4d9c-a87f-c3a9c6d2a433","targetContent":"## Session Overview Brief greeting session with no coding work. User checked in early morning (5:10 AM MT), exchanged casual conversation about the time and whether they were staying up late or waking up early. No tasks, code changes, or technical discussions occurred. Session ended without substantive work.","confidence":0.4,"fact":{"content":"User sometimes initiates sessions in early morning hours (5:10 AM MT)","type":"procedural","confidence":0.4},"extractionModel":"haiku","factCount":1,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":"low_fact_confidence"}


id: 0af8ab5a-afe6-46eb-8987-988f4ce67d5d
memory_id: 7e393409-3d7f-487d-8ed0-ca499565e880
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:23:43.488Z
reason:
  New fact is already comprehensively covered by candidate [2], which explicitly describes Signet as a portable identity and memory layer working across Claude Code, OpenCode, and OpenClaw, including architectural context about stateless platforms and context reinjection.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signet is a portable identity and memory layer designed to work across multiple AI coding platforms including Claude Code, OpenCode, and OpenClaw","type":"semantic","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: 8c18261d-4906-48a4-ac60-8398b15c6d76
memory_id: 7e393409-3d7f-487d-8ed0-ca499565e880
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:23:43.488Z
reason:
  Candidate [4] explicitly captures this same insight: 'Signet provides the stateful layer they all lack. Each tool is stateless and forgets between sessions; Signet captures context and reinjects it.' The new fact is a more concise restatement of the core architectural principle already documented in that memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signet provides a stateful layer of functionality that Claude Code, OpenCode, and OpenClaw lack natively","type":"decision","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: c4676839-0a7b-4de1-8578-eadb9825acaa
memory_id: 7e393409-3d7f-487d-8ed0-ca499565e880
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:23:43.488Z
reason:
  Existing memory [2] (Signet Architecture Overview) already explicitly states: 'Each tool is stateless and forgets between sessions; Signet captures context and reinjects it regardless of which frontend is used.' The new fact is a direct restatement of this existing memory and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Claude Code, OpenCode, and OpenClaw are individually stateless tools that lose user context and memory between sessions","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: cb464808-1a75-470f-a250-3d40979a931e
memory_id: 7e393409-3d7f-487d-8ed0-ca499565e880
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:23:43.488Z
reason:
  Candidate 7e393409... already captures this exact concept: 'Signet captures context and reinjects it regardless of which frontend is used.' The new fact is semantically duplicate with no additional detail or nuance beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Signet captures context from user sessions and reinjects it into the active frontend regardless of which AI coding platform is being used","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: 38732074-56d9-4d7f-9f38-1237faef66ee
memory_id: 7e393409-3d7f-487d-8ed0-ca499565e880
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T18:23:43.488Z
actor_type: pipeline
old_content:
  ## Signet Architecture Overview Nicholai asked how Signet connects Claude Code, OpenCode, and OpenClaw. The conversation focused on Signet's role as a portable identity and memory layer that works across multiple AI coding platforms. Key architectural insight: Signet doesn't replace any of these tools—it provides the stateful layer they all lack. Each tool is stateless and forgets between sessions; Signet captures context and reinjects it regardless of which frontend is used.

new_content:
  Signet is designed as a complementary layer to existing AI coding tools rather than as a replacement for them

reason:
  New fact directly reinforces and clarifies existing memory about Signet's architecture. Current memory states 'Signet doesn't replace any of these tools—it provides the stateful layer they all lack.' New fact explicitly positions this as intentional complementary design rather than replacement. Merging strengthens the architectural positioning.


id: 404488cd-3882-4ce9-8140-24a01c0cb7d2
memory_id: 7e393409-3d7f-487d-8ed0-ca499565e880
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:23:43.490Z
reason:
  New fact directly reinforces and clarifies existing memory about Signet's architecture. Current memory states 'Signet doesn't replace any of these tools—it provides the stateful layer they all lack.' New fact explicitly positions this as intentional complementary design rather than replacement. Merging strengthens the architectural positioning.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"7e393409-3d7f-487d-8ed0-ca499565e880","targetContent":"## Signet Architecture Overview Nicholai asked how Signet connects Claude Code, OpenCode, and OpenClaw. The conversation focused on Signet's role as a portable identity and memory layer that works across multiple AI coding platforms. Key architectural insight: Signet doesn't replace any of these tools—it provides the stateful layer they all lack. Each tool is stateless and forgets between sessions; Signet captures context and reinjects it regardless of which frontend is used.","confidence":0.9,"fact":{"content":"Signet is designed as a complementary layer to existing AI coding tools rather than as a replacement for them","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"7e393409-3d7f-487d-8ed0-ca499565e880","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 01ea301e-a26e-4f5f-97c9-7c8241a68e48
memory_id: 490ad80c-8089-43de-83ef-7907829bbb73
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:25:41.661Z
reason:
  Candidate 3 already captures this fact with greater detail, explicitly stating 'Single Source of Truth: All configuration lives at ~/.agents/' and explaining the auto-generation mechanism for platform-specific configs

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"All Signet configuration lives at ~/.agents/, which is the single source of truth","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b7c05727-b5af-49c4-9b02-17a0b8e49f7c
memory_id: 490ad80c-8089-43de-83ef-7907829bbb73
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:25:41.661Z
reason:
  Candidate [5] already comprehensively covers this fact, explicitly stating 'The AGENTS.md file is canonical' and explaining the auto-generation relationship with CLAUDE.md. New fact is a subset of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"490ad80c-8089-43de-83ef-7907829bbb73","targetContent":"## Core Connection Mechanisms **Single Source of Truth**: All configuration lives at `~/.agents/`. The AGENTS.md file is canonical; Signet auto-generates CLAUDE.md for Claude Code (with header \"AUTO-GENERATED from ~/.agents/AGENTS.md\"). OpenCode and OpenClaw read from the same directory.","confidence":0.95,"fact":{"content":"AGENTS.md at ~/.agents/ is the canonical configuration file for Signet","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 746fab13-be57-4f56-aa14-4a5d7155c11f
memory_id: 490ad80c-8089-43de-83ef-7907829bbb73
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:25:41.661Z
reason:
  Candidate [4] already covers this exact fact: 'Signet auto-generates CLAUDE.md for Claude Code (with header AUTO-GENERATED from ~/.agents/AGENTS.md)'. The new fact is a restatement of existing memory with the same core information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signet auto-generates CLAUDE.md at ~/.agents/ for the Claude Code platform from the canonical AGENTS.md","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: 6d789542-b086-4a97-bec2-63f598f70932
memory_id: 490ad80c-8089-43de-83ef-7907829bbb73
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:25:41.661Z
reason:
  Candidate [5] already documents this exact fact: it explicitly states that Signet auto-generates CLAUDE.md for Claude Code with the header 'AUTO-GENERATED from ~/.agents/AGENTS.md'. No new information is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The auto-generated CLAUDE.md file includes a header comment 'AUTO-GENERATED from ~/.agents/AGENTS.md'","type":"procedural","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: dc594391-63ad-4252-8159-2330a2f5fa61
memory_id: 490ad80c-8089-43de-83ef-7907829bbb73
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:25:41.661Z
reason:
  Existing candidate [3] already explicitly states that OpenCode reads from ~/.agents/, covering this fact comprehensively as part of the core connection mechanisms documentation.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"OpenCode platform reads Signet configuration from ~/.agents/","type":"fact","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: d6532ab8-7e0b-4e70-a9f9-fefd91a3a727
memory_id: 490ad80c-8089-43de-83ef-7907829bbb73
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:25:41.661Z
reason:
  Candidate [3] already explicitly states that OpenClaw reads from ~/.agents/ as part of the core connection mechanisms. New fact is fully covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"OpenClaw platform reads Signet configuration from ~/.agents/","type":"fact","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: cb441aae-42d0-4d81-a97a-e632df1e98b9
memory_id: 490ad80c-8089-43de-83ef-7907829bbb73
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:25:41.661Z
reason:
  Candidate [1] already captures this concept: AGENTS.md is canonical, platform-specific files (CLAUDE.md, etc.) are auto-generated. The new fact restates the same architectural principle in more abstract terms. No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Signet implements a single-source-of-truth architecture where AGENTS.md is canonical and platform-specific files (like CLAUDE.md) are auto-generated derivatives","type":"semantic","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: fc0b9a30-df4b-42ea-a873-f7f38a157048
memory_id: 68467e4a-8d2d-4485-9cc1-ff8341fde017
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:26:37.450Z
reason:
  Candidate [5] already covers this fact comprehensively, stating 'The Signet daemon runs independently and provides memory through MCP tools (memory_search, memory_store, etc.)' with additional context about MCP protocol-agnosticism. New fact is a subset of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet daemon runs independently and exposes memory functionality through MCP tools including memory_search and memory_store","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a578b31c-2d33-4264-a926-7f23d98f2c71
memory_id: 68467e4a-8d2d-4485-9cc1-ff8341fde017
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:26:37.450Z
reason:
  The new fact about MCP being protocol-agnostic is already explicitly covered in candidate [1], which states 'Since MCP is protocol-agnostic, any tool supporting MCP servers gets access to the same memory database.' No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"MCP (Model Context Protocol) is protocol-agnostic, enabling cross-platform compatibility for memory access","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c04815e1-b8b4-406a-869a-ab73efd7dd8b
memory_id: 68467e4a-8d2d-4485-9cc1-ff8341fde017
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:26:37.450Z
reason:
  Candidate [5] already captures this concept: 'Since MCP is protocol-agnostic, any tool supporting MCP servers gets access to the same memory database.' The new fact restates the same principle with slightly different wording but adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Any tool or platform that supports MCP servers can access the unified memory database provided by the Signet daemon","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2191b3bd-104c-437f-b75a-068fd78f3123
memory_id: 90c9d0d0-5ac4-4d34-ad85-319d19991d06
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:28:24.761Z
reason:
  Candidate [5] already captures this exact concept: 'Sessions are summarized post-completion, facts are extracted and scored by importance, then embedded for hybrid search.' The new fact is a generalized restatement of information already present in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Sessions are summarized post-completion for memory extraction and knowledge capture","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: d8db8043-a6ce-4108-abe9-dcc223a184e5
memory_id: f43e7f5e-7475-4212-b10e-6b77f52b1139
event: updated
new_content: Extracted facts from sessions are scored by importance to determine retention and prioritization
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T18:28:24.761Z
actor_type: pipeline
old_content:
  The remember skill will be hidden from users (user_invocable: false) to discourage manual saves that distort importance scoring. The recall skill gains a disclaimer explaining automatic injection at session start and when manual /recall is appropriate.

reason:
  New fact directly explains the mechanism behind the importance scoring mentioned in candidate #5. Merging creates a complete picture: facts are scored by importance for retention/prioritization, and remember skill is hidden to avoid manual saves that distort this scoring.


id: f67f599c-af0f-418a-9183-850eed29e3d1
memory_id: 90c9d0d0-5ac4-4d34-ad85-319d19991d06
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:28:24.763Z
reason:
  New fact directly explains the mechanism behind the importance scoring mentioned in candidate #5. Merging creates a complete picture: facts are scored by importance for retention/prioritization, and remember skill is hidden to avoid manual saves that distort this scoring.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"f43e7f5e-7475-4212-b10e-6b77f52b1139","targetContent":"The remember skill will be hidden from users (user_invocable: false) to discourage manual saves that distort importance scoring. The recall skill gains a disclaimer explaining automatic injection at session start and when manual /recall is appropriate.","confidence":0.88,"fact":{"content":"Extracted facts from sessions are scored by importance to determine retention and prioritization","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"f43e7f5e-7475-4212-b10e-6b77f52b1139","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5336caff-0066-4d2d-a044-0ac00595e5d3
memory_id: 90c9d0d0-5ac4-4d34-ad85-319d19991d06
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:28:24.763Z
reason:
  Candidate [5] already captures this procedural detail: 'facts are extracted and scored by importance, then embedded for hybrid search.' The new fact is a restatement of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Session facts are embedded using vector embeddings to enable hybrid search (keyword + semantic)","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: cd91310a-3f1a-45f1-b65c-90b271e5d802
memory_id: 90c9d0d0-5ac4-4d34-ad85-319d19991d06
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:28:24.763Z
reason:
  Candidate [3] already documents that 'Secrets stored once in Signet's vault, injected as env vars via secret_list and secret_exec MCP tools at runtime'. The new fact restates this principle (central storage vs scattered config) without adding substantive new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Secrets are stored centrally in Signet's vault rather than scattered across individual harness configurations","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: f2fec865-9c8b-4c06-bb25-3aec9acee14b
memory_id: 90c9d0d0-5ac4-4d34-ad85-319d19991d06
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:28:24.763Z
reason:
  This procedural fact is already comprehensively covered by candidate 5 (ID: 1a855832-dd1c-4e1b-8e1d-84d8083b12d8), which explicitly describes the complete workflow of using secret_list for discovery and secret_exec for environment variable injection during command execution.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Secrets are injected as environment variables at runtime via secret_list and secret_exec MCP tools","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: b7784ccd-aad3-40b5-a7a6-a2b870cc1000
memory_id: 90c9d0d0-5ac4-4d34-ad85-319d19991d06
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:28:24.763Z
reason:
  Candidate 3 (ID: ff3a8b11-23cd-45a0-abca-39bf11ebbf9a) already covers this exact procedural detail: 'secret_exec MCP tool is used in Signet to execute shell commands with secrets injected as environment variables, with output automatically redacted'. 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":"Secret values are automatically redacted from output and logs when injected via MCP secret tools","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: 0d617ece-e9a8-485e-824e-b75ea8b4acf7
memory_id: d3bd48ba-8b31-4606-a0b5-f1788f6c4108
event: created
new_content: Signet is designed to work across all three harness platforms (Claude Code, OpenClaw, and OpenCode)
changed_by: pipeline-v2
created_at: 2026-02-27T18:29:34.517Z
reason:
  New fact expresses an architectural design principle (cross-platform support) that is distinct from existing memories. Candidates 3-4 describe implementation details (wizard restrictions), and candidate 1 describes implementation tasks (harness adapters). This new fact is the overarching principle that justifies those decisions and should be stored as foundational context.

metadata:
  {"proposedAction":"add","sourceMemoryId":"f462d220-f134-4bf4-b0c7-91b6a7da1b42","decisionConfidence":0.9,"factConfidence":0.85,"extractionModel":"haiku"}


id: ad7b249b-a757-4e58-b19b-06973358577e
memory_id: f462d220-f134-4bf4-b0c7-91b6a7da1b42
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:29:34.517Z
reason:
  New fact expresses an architectural design principle (cross-platform support) that is distinct from existing memories. Candidates 3-4 describe implementation details (wizard restrictions), and candidate 1 describes implementation tasks (harness adapters). This new fact is the overarching principle that justifies those decisions and should be stored as foundational context.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Signet is designed to work across all three harness platforms (Claude Code, OpenClaw, and OpenCode)","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":"d3bd48ba-8b31-4606-a0b5-f1788f6c4108","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: db78f487-f586-4998-912c-fafd5f842e1a
memory_id: f462d220-f134-4bf4-b0c7-91b6a7da1b42
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T18:29:34.517Z
actor_type: pipeline
old_content:
  Works across all three platforms. **Tool-Agnostic Design**: The user began asking about how Signet works regardless of MCP or skills support (the hooks-based fallback approach), but the conversation was cut short before that explanation was provided.

new_content:
  Signet implements a tool-agnostic design approach that provides a hooks-based fallback mechanism for operation when MCP or skills support are unavailable

reason:
  New fact completes the incomplete memory about tool-agnostic design. The existing candidate explicitly mentions hooks-based fallback for MCP/skills unavailability, but was marked as incomplete. The new fact provides a clear, complete statement of this architectural principle.


id: d2958c0a-47d0-40fc-8690-83d58d21bdfe
memory_id: f462d220-f134-4bf4-b0c7-91b6a7da1b42
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:29:34.519Z
reason:
  New fact completes the incomplete memory about tool-agnostic design. The existing candidate explicitly mentions hooks-based fallback for MCP/skills unavailability, but was marked as incomplete. The new fact provides a clear, complete statement of this architectural principle.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"f462d220-f134-4bf4-b0c7-91b6a7da1b42","targetContent":"Works across all three platforms. **Tool-Agnostic Design**: The user began asking about how Signet works regardless of MCP or skills support (the hooks-based fallback approach), but the conversation was cut short before that explanation was provided.","confidence":0.85,"fact":{"content":"Signet implements a tool-agnostic design approach that provides a hooks-based fallback mechanism for operation when MCP or skills support are unavailable","type":"procedural","confidence":0.75},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"f462d220-f134-4bf4-b0c7-91b6a7da1b42","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5b2e68c3-35fc-4ba4-8f71-6323001f2082
memory_id: 7e393409-3d7f-487d-8ed0-ca499565e880
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T18:29:34.519Z
actor_type: pipeline
old_content:
  Signet is designed as a complementary layer to existing AI coding tools rather than as a replacement for them

new_content:
  Signet's tool-agnostic architecture allows it to function across different platforms and varying levels of tooling support

reason:
  New fact provides the technical architectural basis for the existing strategic decision. Merging them creates a more complete understanding: Signet's tool-agnostic design is what enables it to function as a complementary layer across platforms with varying tooling support.


id: 35ddcd10-77c2-4068-b53c-336ee8cc48bd
memory_id: f462d220-f134-4bf4-b0c7-91b6a7da1b42
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:29:34.520Z
reason:
  New fact provides the technical architectural basis for the existing strategic decision. Merging them creates a more complete understanding: Signet's tool-agnostic design is what enables it to function as a complementary layer across platforms with varying tooling support.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"7e393409-3d7f-487d-8ed0-ca499565e880","targetContent":"Signet is designed as a complementary layer to existing AI coding tools rather than as a replacement for them","confidence":0.75,"fact":{"content":"Signet's tool-agnostic architecture allows it to function across different platforms and varying levels of tooling support","type":"semantic","confidence":0.8},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"7e393409-3d7f-487d-8ed0-ca499565e880","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e0584829-480d-4449-b7c6-4c82ffb78c3f
memory_id: 76b85828-831e-49ab-9341-821588ef4f86
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:30:45.411Z
reason:
  Candidate [5] already captures this exact pattern: session initiated in /home/nicholai with Signet daemon hook system active. New fact is a duplicate of existing memory covering the same event type.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"A session was initiated in the /home/nicholai directory with Signet daemon hook system active","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: 8f55b715-ddd1-4230-89c4-9f595c40d219
memory_id: 76b85828-831e-49ab-9341-821588ef4f86
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:30:45.411Z
reason:
  Candidate [3] 'No implementation changes were made during this session' covers this fact. 'Development work' and 'implementation changes' are synonymous in this context; adding would create redundancy.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"No development work was conducted during this session","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: 04164ea7-b360-4f22-a654-1d29b47d357b
memory_id: 76b85828-831e-49ab-9341-821588ef4f86
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:30:45.411Z
reason:
  Fact is already well-covered by existing memories. Candidate 5 (76b85828) explicitly documents the same session-start hook (-H claude-code) successful execution. Candidates 1 and 4 also cover successful hook initialization. No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The session-start hook with claude-code harness parameter (-H claude-code) executed successfully","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: 34e4c5eb-0d58-489c-9a98-9c254a024f35
memory_id: 76b85828-831e-49ab-9341-821588ef4f86
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T18:30:45.411Z
reason:
  Hook system operational status is already evidenced by existing memories showing successful hook firing in specific sessions (candidates 1 and 5). The new general statement would be redundant with documented evidence.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Signet daemon hook system is operational and responsive to session lifecycle events","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0824f5d5-17f1-4eba-b203-44bee139b5e0
memory_id: b5620b4d-f0e6-44c2-92b0-1b5cc7d47411
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:19:48.485Z
reason:
  New fact captures a procedural/architectural understanding (session hooks trigger automatically at init) distinct from existing candidates, which describe specific session events where hooks executed. This is a system mechanism worth documenting separately from session-specific events.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.65,"fact":{"content":"The signetai monorepo session hook is triggered automatically at session initialization","type":"procedural","confidence":0.6},"extractionModel":"haiku","factCount":1,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":"low_fact_confidence"}


id: a9f5e6a5-232d-4e9c-b59e-7874ecdfc3e5
memory_id: 331d9070-c8e5-4cc0-a0f7-aba8fac9a0bc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:21:29.565Z
reason:
  Candidate [5] already comprehensively captures this procedural step as part of the plan structure, including the DEFAULT_PIPELINE_V2 update with full scope (pipeline, graph, reranker, autonomous, and maintenance mode change). No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The DEFAULT_PIPELINE_V2 constant in packages/daemon/src/memory-config.ts must be updated to enable pipeline, graph, reranker, and autonomous features","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: 31b49f22-3636-4e7f-bfeb-97abcc58fea2
memory_id: 331d9070-c8e5-4cc0-a0f7-aba8fac9a0bc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:21:29.565Z
reason:
  Existing candidate [5] already captures this exact requirement as Step 1 of the fix plan: 'change maintenance mode from "observe" to "execute"' in DEFAULT_PIPELINE_V2. New fact is redundant and lower-fidelity than the comprehensive plan already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The maintenance mode setting in DEFAULT_PIPELINE_V2 must change from 'observe' to 'execute'","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: ed595fab-eb8e-44dd-805c-98c25fe39785
memory_id: 331d9070-c8e5-4cc0-a0f7-aba8fac9a0bc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:21:29.565Z
reason:
  New fact is already comprehensively covered by existing candidates 3 and 5. Candidate 5 provides detailed plan structure explicitly stating the six-step fix across four files with DEFAULT_PIPELINE_V2 as Step 1. Storing this as a separate memory would be redundant duplication.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"This configuration update to DEFAULT_PIPELINE_V2 is the first step in a six-step fix plan affecting four files in the codebase","type":"procedural","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: 813afc0f-bf7a-4118-a13c-a1991eb8521d
memory_id: b74e8c35-43db-4501-9d8f-46a827363b0f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:23:04.360Z
reason:
  Candidate [4] (ID: b74e8c35-43db-4501-9d8f-46a827363b0f) already comprehensively covers this fact with specific details about the structural changes (outline declarations, 6-step indicators, Guiding Voice section, relaxation cues). No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The onboarding skill is undergoing a rewrite that includes major structural changes","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: 2fe8c6cb-c4e2-4f74-82b3-38de706d5c11
memory_id: b74e8c35-43db-4501-9d8f-46a827363b0f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:23:04.360Z
reason:
  Candidate 4 (b74e8c35-43db-4501-9d8f-46a827363b0f) already explicitly mentions 'adding upfront outline declarations' as part of the onboarding skill rewrite. The new fact is a subset detail already captured in this existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The rewritten onboarding skill includes upfront outline declarations as a new structural element","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: fbf1ba6c-dd7c-4366-9877-a63a287d1452
memory_id: b74e8c35-43db-4501-9d8f-46a827363b0f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:23:04.360Z
reason:
  Candidate [4] already explicitly documents that 'The onboarding skill rewrite includes major structural changes—adding upfront outline declarations, 6-step progress indicators, a "Guiding Voice" section to replace "Interview Philosophy", and brief relaxation cues between phases.' The new fact about 6-step progress indicators is already captured as part of this comprehensive record.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The rewritten onboarding skill includes 6-step progress indicators","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: 5c0ed1fa-3a87-4bb2-af05-3a4082106d24
memory_id: b74e8c35-43db-4501-9d8f-46a827363b0f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:23:04.360Z
reason:
  Candidate [5] already contains this exact detail: 'a "Guiding Voice" section to replace "Interview Philosophy"'. The new fact is already adequately covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The rewritten onboarding skill replaces the 'Interview Philosophy' section with a 'Guiding Voice' section","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: d375bd2b-c638-4c43-9eec-6f8a1d8aae68
memory_id: b74e8c35-43db-4501-9d8f-46a827363b0f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:23:04.360Z
reason:
  This fact is already comprehensively covered by candidate [4] (ID: 2023d90e-7d49-4f74-bf88-8cb34e7c2095), which states the exact same information with additional context about reducing cognitive load. Also included in candidate [5]'s comprehensive fact list.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The rewritten onboarding skill includes brief relaxation cues positioned between phases","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: 02b9ab47-531a-4a5a-8fce-4df55f0e21a6
memory_id: 25a841b8-95be-44a9-9df1-61d02ff4bead
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:24:14.915Z
reason:
  Candidate [3] (ID: 25a841b8-95be-44a9-9df1-61d02ff4bead) already captures this exact decision: the remember skill hidden via user_invocable: false specifically to prevent manual saves that distort importance scoring. New fact is semantically identical with no additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The remember skill is configured with user_invocable: false to hide it from user-facing documentation and prevent manual usage that distorts automatic importance scoring","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: cde729f2-718f-4d5b-ace7-9037e20b4c03
memory_id: f1fded13-e680-4854-860e-1d69414ed85d
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:24:14.915Z
actor_type: pipeline
old_content:
  The automatic memory pipeline handles memory capture automatically, making manual saves via Remember skill unnecessary and counterproductive to importance scoring

new_content:
  Manual saves to the remember skill distort the automatic importance scoring system that determines which facts are prioritized and injected into sessions

reason:
  New fact is a more precise articulation of the same rationale. Candidate [1] covers the same concept (manual saves distort importance scoring), but the new fact's explanation of *how* (distorts the system that determines prioritization and injection) is clearer. Merge into [1] for specificity.


id: b627e573-97bc-4d25-83a5-37e81fbf8cad
memory_id: 25a841b8-95be-44a9-9df1-61d02ff4bead
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:24:14.917Z
reason:
  New fact is a more precise articulation of the same rationale. Candidate [1] covers the same concept (manual saves distort importance scoring), but the new fact's explanation of *how* (distorts the system that determines prioritization and injection) is clearer. Merge into [1] for specificity.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"f1fded13-e680-4854-860e-1d69414ed85d","targetContent":"The automatic memory pipeline handles memory capture automatically, making manual saves via Remember skill unnecessary and counterproductive to importance scoring","confidence":0.95,"fact":{"content":"Manual saves to the remember skill distort the automatic importance scoring system that determines which facts are prioritized and injected into sessions","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"f1fded13-e680-4854-860e-1d69414ed85d","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ade05096-da16-499b-92e8-f1d1f2fe6e69
memory_id: 25a841b8-95be-44a9-9df1-61d02ff4bead
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:24:14.917Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 252 characters]

new_content:
  The recall skill includes a disclaimer explaining that memory is automatically injected at session start and when manual /recall commands are appropriate

reason:
  New fact confirms the planned recall skill disclaimer has been implemented. Candidate [5] already covers this concept but states it as a plan ("gains"). Update to reflect completion: change to present tense and note it's now an accomplished fact rather than a decision.


id: 7ca77e50-2bf5-466e-8dc2-80a56639a2d7
memory_id: 25a841b8-95be-44a9-9df1-61d02ff4bead
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:24:14.918Z
reason:
  New fact confirms the planned recall skill disclaimer has been implemented. Candidate [5] already covers this concept but states it as a plan ("gains"). Update to reflect completion: change to present tense and note it's now an accomplished fact rather than a decision.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"25a841b8-95be-44a9-9df1-61d02ff4bead","targetContent":"The remember skill will be hidden from users (user_invocable: false) to discourage manual saves that distort importance scoring. The recall skill gains a disclaimer explaining automatic injection at session start and when manual /recall is appropriate.","confidence":0.95,"fact":{"content":"The recall skill includes a disclaimer explaining that memory is automatically injected at session start and when manual /recall commands are appropriate","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"25a841b8-95be-44a9-9df1-61d02ff4bead","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a5f01595-47ea-4953-8e1d-2882c00e76e9
memory_id: dc38f4bd-08b8-47fc-8e60-f08e4de3916e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:25:47.051Z
reason:
  New fact is already covered by existing candidates. Candidate 5 (dc38f4bd) explicitly states 'Verification includes build confirmation, skill sync validation...' and candidate 3 (ec40e23c) includes 'full build' in its comprehensive verification list. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The verification process includes build confirmation as a component","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5e44eb8a-3fd6-43da-9300-98ccc42ddbe9
memory_id: dc38f4bd-08b8-47fc-8e60-f08e4de3916e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:25:47.051Z
reason:
  Candidate 5 (dc38f4bd-08b8-47fc-8e60-f08e4de3916e) already captures this exact fact: 'Verification includes build confirmation, skill sync validation, and testing...' The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The verification process includes skill sync validation as a component","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: dd62cf31-d8e3-4816-88dd-6bae969e1133
memory_id: dc38f4bd-08b8-47fc-8e60-f08e4de3916e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:25:47.051Z
reason:
  Candidate 5 already explicitly states 'testing via /onboarding invocation' as part of the verification process. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"dc38f4bd-08b8-47fc-8e60-f08e4de3916e","targetContent":"Verification includes build confirmation, skill sync validation, and testing via /onboarding invocation to ensure no prompt injection warnings, proper outline rendering, and timezone removal.","confidence":0.95,"fact":{"content":"The verification process includes testing via /onboarding invocation","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 03bd9fb6-6642-4457-abe5-df8b4448735f
memory_id: dc38f4bd-08b8-47fc-8e60-f08e4de3916e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:25:47.051Z
reason:
  New fact is already well-covered by existing memories [3] and [5], which explicitly document that verification includes testing for prompt injection warnings. The new fact restates this principle generically without adding specific methodology or context beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Verification testing ensures no prompt injection warnings are present in the output","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5aae7d49-b129-4c7e-9184-e19008c7dfcb
memory_id: dc38f4bd-08b8-47fc-8e60-f08e4de3916e
event: updated
new_content: Verification testing ensures proper outline rendering functionality
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:25:47.051Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 191 characters]

reason:
  New fact directly aligns with existing candidate [5] which already documents outline rendering as part of verification testing. Both cover verification procedures; merging consolidates outline rendering validation details.


id: 6b8baa70-8f75-4e2d-aa37-e225198f10df
memory_id: dc38f4bd-08b8-47fc-8e60-f08e4de3916e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:25:47.053Z
reason:
  New fact directly aligns with existing candidate [5] which already documents outline rendering as part of verification testing. Both cover verification procedures; merging consolidates outline rendering validation details.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"dc38f4bd-08b8-47fc-8e60-f08e4de3916e","targetContent":"Verification includes build confirmation, skill sync validation, and testing via /onboarding invocation to ensure no prompt injection warnings, proper outline rendering, and timezone removal.","confidence":0.85,"fact":{"content":"Verification testing ensures proper outline rendering functionality","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"dc38f4bd-08b8-47fc-8e60-f08e4de3916e","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 71081d6f-b61d-4f5a-8326-695965b756c0
memory_id: dc38f4bd-08b8-47fc-8e60-f08e4de3916e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:25:47.053Z
reason:
  Candidate 1 (1bf1a171...) already states that verification includes timezone removal testing as part of comprehensive verification. The new fact adds no new information—it's a subset of what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Verification testing ensures timezone removal is working correctly","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bd0d60a9-1ee6-4f56-842d-87f517e79ad7
memory_id: f501ea92-384d-44a3-bd4c-2ced225c615e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:27:33.087Z
reason:
  Candidate [1] already captures the core factual content (restructuring five files across template and skills system). Candidate [5] provides comprehensive coverage including both the restructuring and the structural issues being addressed. The new fact is a restatement that doesn't add unique information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The onboarding overhaul restructures five files across the template and skills system to address structural issues","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8296e201-cf17-41ae-8240-5ecf5b207517
memory_id: f501ea92-384d-44a3-bd4c-2ced225c615e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:27:33.087Z
reason:
  Candidate [4] already comprehensively covers this fact, explicitly stating the solution: 'adding upfront outline declarations, 6-step progress indicators'. The new fact is a detail subsumed by this existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The onboarding overhaul adds missing step indicators to the onboarding flow","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: da259eaa-5d84-4587-8457-a41ae071f39f
memory_id: f501ea92-384d-44a3-bd4c-2ced225c615e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:27:33.087Z
reason:
  The new fact is already well-covered by existing candidates. Candidate [5] explicitly lists 'missing outline' as a structural issue being fixed, and candidate [4] specifically mentions 'adding upfront outline declarations' as part of the structural changes. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The onboarding overhaul adds a missing outline to the onboarding documentation","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d5f018f3-35d0-4f14-8d52-fac998d0c171
memory_id: f501ea92-384d-44a3-bd4c-2ced225c615e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:27:33.087Z
reason:
  Candidate [5] already comprehensively documents the onboarding overhaul plan, which explicitly includes 'add persona guidance' as one of the restructuring tasks. The new fact is a specific implementation detail of this already-documented overhaul, making it redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The onboarding overhaul adds persona guidance to clarify user roles and expectations during setup","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 87bd247b-ee6e-4df0-9c82-109467d51e76
memory_id: f501ea92-384d-44a3-bd4c-2ced225c615e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:27:33.087Z
reason:
  New fact is already covered by candidate [5], which explicitly lists 'eliminate timezone redundancy' as a key action in the onboarding overhaul. The problem context (candidate [1]) and the solution approach (candidate [5]) are both already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The onboarding overhaul eliminates timezone redundancy from the configuration to reduce duplication","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d7fd4b83-9f28-4155-8dcc-e3c997a5769e
memory_id: f501ea92-384d-44a3-bd4c-2ced225c615e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:27:33.087Z
reason:
  New fact matches existing candidate [1] nearly verbatim—both capture the same decision that the onboarding overhaul clarifies the relationship between manual memory saves and the automatic pipeline. Candidate [1] is already stored and sufficient.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"401f623a-8a44-446f-9ee0-776a65a3ce31","targetContent":"The onboarding overhaul clarifies the relationship between manual memory saves (/remember and /recall commands) and the automatic memory pipeline","confidence":0.95,"fact":{"content":"The onboarding overhaul clarifies the relationship between manual memory saves (/remember, /recall commands) and the automatic memory pipeline","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1e169191-bbac-4c89-a926-4ee583aa47ae
memory_id: 916680c3-b8b5-486d-8fd2-f5f2cd3b8dae
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:29:38.589Z
reason:
  Candidate 4 already captures this fact with greater specificity, detailing the exact structural changes made (outline declarations, 6-step progress indicators, 'Guiding Voice' section, relaxation cues). The new fact is a general summary that is subsumed by the more detailed existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The onboarding skill underwent a major structural rewrite including reorganization of workflow and user guidance","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0e1e1d6c-b6bd-498f-af18-a7bd7b555cbe
memory_id: 916680c3-b8b5-486d-8fd2-f5f2cd3b8dae
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:29:38.589Z
reason:
  Candidate [5] already comprehensively covers this fact—it explicitly mentions 'adding upfront outline declarations, 6-step progress indicators' as part of the onboarding skill rewrite. The new fact is the same specific detail (6-step outline displayed upfront) and adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.88,"fact":{"content":"The onboarding skill displays a 6-step outline to users upfront before beginning the workflow","type":"procedural","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: e14fdf84-7115-422b-9479-eff39608df5d
memory_id: 70d87c36-4f14-4917-8fdb-c79947029419
event: updated
old_content: The onboarding skill's 'Guiding Voice' avoids roleplay to maintain authenticity and directness
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:29:38.589Z
actor_type: pipeline
new_content:
  The onboarding skill's guiding voice uses a warm and patient tone, intentionally framed as style guidance rather than roleplay

reason:
  New fact refines existing memory about roleplay avoidance by specifying it's intentionally framed as style guidance. Updates [5] to be more precise about the framing approach while preserving the core insight about authenticity.


id: ec9d3c5c-c03e-4688-96e5-a0d3682830a9
memory_id: 916680c3-b8b5-486d-8fd2-f5f2cd3b8dae
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:29:38.591Z
reason:
  New fact refines existing memory about roleplay avoidance by specifying it's intentionally framed as style guidance. Updates [5] to be more precise about the framing approach while preserving the core insight about authenticity.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"70d87c36-4f14-4917-8fdb-c79947029419","targetContent":"The onboarding skill's 'Guiding Voice' avoids roleplay to maintain authenticity and directness","confidence":0.88,"fact":{"content":"The onboarding skill's guiding voice uses a warm and patient tone, intentionally framed as style guidance rather than roleplay","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"70d87c36-4f14-4917-8fdb-c79947029419","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 929006c9-8ba5-47e5-9fb0-6bb7512a79ac
memory_id: b74e8c35-43db-4501-9d8f-46a827363b0f
event: updated
new_content: Step indicators are displayed at each phase of the onboarding skill to show user progress
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:29:38.591Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 230 characters]

reason:
  New fact provides implementation detail for existing candidate [4]. The candidate already mentions '6-step progress indicators' as part of the rewrite; the new fact clarifies that these indicators are actively displayed at each phase to show progress. Merging creates a more complete picture.


id: 01cba39f-517c-464e-92f7-11e1cec41de4
memory_id: 916680c3-b8b5-486d-8fd2-f5f2cd3b8dae
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:29:38.592Z
reason:
  New fact provides implementation detail for existing candidate [4]. The candidate already mentions '6-step progress indicators' as part of the rewrite; the new fact clarifies that these indicators are actively displayed at each phase to show progress. Merging creates a more complete picture.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"b74e8c35-43db-4501-9d8f-46a827363b0f","targetContent":"The onboarding skill rewrite includes major structural changes—adding upfront outline declarations, 6-step progress indicators, a \"Guiding Voice\" section to replace \"Interview Philosophy\", and brief relaxation cues between phases.","confidence":0.85,"fact":{"content":"Step indicators are displayed at each phase of the onboarding skill to show user progress","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"b74e8c35-43db-4501-9d8f-46a827363b0f","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 385ee62c-8e73-45cb-8f35-87a40d3a5b97
memory_id: f501ea92-384d-44a3-bd4c-2ced225c615e
event: updated
new_content: Timezone collection was removed from the onboarding skill workflow
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:29:38.592Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 325 characters]

reason:
  New fact is the concrete decision that implements the timezone redundancy fix mentioned in candidate 5. Should merge to show both the identified problem and the actual decision made.


id: 69264550-eaea-4c3a-82be-e959716efc9a
memory_id: 916680c3-b8b5-486d-8fd2-f5f2cd3b8dae
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:29:38.593Z
reason:
  New fact is the concrete decision that implements the timezone redundancy fix mentioned in candidate 5. Should merge to show both the identified problem and the actual decision made.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"f501ea92-384d-44a3-bd4c-2ced225c615e","targetContent":"The onboarding overhaul involves restructuring five files across the template and skills system to fix structural issues (missing step indicators, no outline), add persona guidance, eliminate timezone redundancy, and clarify the relationship between manual memory saves (/remember, /recall) and the automatic memory pipeline.","confidence":0.9,"fact":{"content":"Timezone collection was removed from the onboarding skill workflow","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"f501ea92-384d-44a3-bd4c-2ced225c615e","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 67f3dde2-d4fd-420d-b966-78018898ed0a
memory_id: 916680c3-b8b5-486d-8fd2-f5f2cd3b8dae
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:29:38.593Z
reason:
  Candidate [5] already captures this fact: 'The rewritten onboarding skill includes brief relaxation cues inserted between phases to reduce cognitive load' directly matches the new fact about relaxation cues at phase transitions improving user experience.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Relaxation cues were added to the onboarding skill at phase transitions to improve user experience","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0cc1205c-79b1-42ab-b8e3-733ab62e79f0
memory_id: b74e8c35-43db-4501-9d8f-46a827363b0f
event: updated
old_content: Step indicators are displayed at each phase of the onboarding skill to show user progress
new_content: The quick mode feature of the onboarding skill was updated as part of the structural rewrite
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:29:38.593Z
actor_type: pipeline
reason:
  The new fact about quick mode being updated is a specific detail that belongs in the comprehensive list of onboarding rewrite changes. Candidate [4] already covers major structural changes, so this adds a new feature change to that existing knowledge.


id: 0d17328d-9e34-41de-ba5a-fff78ac20c7c
memory_id: 916680c3-b8b5-486d-8fd2-f5f2cd3b8dae
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:29:38.594Z
reason:
  The new fact about quick mode being updated is a specific detail that belongs in the comprehensive list of onboarding rewrite changes. Candidate [4] already covers major structural changes, so this adds a new feature change to that existing knowledge.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"b74e8c35-43db-4501-9d8f-46a827363b0f","targetContent":"The onboarding skill rewrite includes major structural changes—adding upfront outline declarations, 6-step progress indicators, a \"Guiding Voice\" section to replace \"Interview Philosophy\", and brief relaxation cues between phases.","confidence":0.85,"fact":{"content":"The quick mode feature of the onboarding skill was updated as part of the structural rewrite","type":"decision","confidence":0.8},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"b74e8c35-43db-4501-9d8f-46a827363b0f","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 22e6bb0f-6d70-4048-93b1-629665ec63b6
memory_id: 94bd8244-3917-4884-9b6c-dc1420cb73f0
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:30:52.762Z
reason:
  Candidate [4] already captures this exact concept: features are hidden (user_invocable: false) to prevent manual saves from distorting importance scoring in the automatic pipeline. The new fact is a restatement of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"A feature or skill is hidden from users with user_invocable: false to prevent manual saves from distorting the automatic pipeline's importance scoring system","type":"decision","confidence":0.7},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fceb3369-84fc-4154-bcf4-e3d93774349d
memory_id: 94bd8244-3917-4884-9b6c-dc1420cb73f0
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:30:52.762Z
reason:
  Candidate [4] (ID: f1fded13-e680-4854-860e-1d69414ed85d) already captures this exact rationale: manual saves distort the automatic importance scoring system. The new fact is a slightly different phrasing of the same core idea with no new information to merge.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The automatic memory pipeline handles capture of facts and preferences automatically, and manual saving is discouraged because it can distort importance scoring","type":"rationale","confidence":0.7},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 965154e5-4db2-4465-b53b-4256506053ff
memory_id: 94bd8244-3917-4884-9b6c-dc1420cb73f0
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:30:52.762Z
reason:
  Candidate [4] (ID: 25a841b8-95be-44a9-9df1-61d02ff4bead) already captures this exact fact: 'The recall skill includes a disclaimer explaining that memory is automatically injected at session start and when manual /recall commands are appropriate.' The new fact is a minor restatement of the same information with negligible wording variation.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Recall skill includes a disclaimer section that clarifies automatic injection behavior and when /recall is useful","type":"procedural","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: edc5b2b4-873f-4514-8a72-af354c641efa
memory_id: 25a841b8-95be-44a9-9df1-61d02ff4bead
event: updated
new_content: The /recall command is useful for targeted searches and debugging purposes
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:30:52.762Z
actor_type: pipeline
old_content:
  The recall skill includes a disclaimer explaining that memory is automatically injected at session start and when manual /recall commands are appropriate

reason:
  New fact adds specific use cases (/recall for targeted searches and debugging) that complement the existing procedural note about when manual /recall is appropriate. Merge to create more actionable guidance.


id: b6548eab-66ff-420b-b849-89c30022c390
memory_id: 94bd8244-3917-4884-9b6c-dc1420cb73f0
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:30:52.765Z
reason:
  New fact adds specific use cases (/recall for targeted searches and debugging) that complement the existing procedural note about when manual /recall is appropriate. Merge to create more actionable guidance.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"25a841b8-95be-44a9-9df1-61d02ff4bead","targetContent":"The recall skill includes a disclaimer explaining that memory is automatically injected at session start and when manual /recall commands are appropriate","confidence":0.75,"fact":{"content":"The /recall command is useful for targeted searches and debugging purposes","type":"semantic","confidence":0.8},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"25a841b8-95be-44a9-9df1-61d02ff4bead","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 288cafa3-5434-4312-8596-a747a7b2cb26
memory_id: 0b8644c5-55a7-4d9c-8a8a-be800407cd43
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:32:02.979Z
reason:
  Candidate [2] already captures this exact implementation order decision with identical sequencing (templates → skills → onboarding rewrite) plus additional context about risk levels and skill disclaimers. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Implementation order was established: templates first, skills second, main onboarding rewrite third","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: e5836ac6-2f77-416d-8124-cf5ce66b30bd
memory_id: 0b8644c5-55a7-4d9c-8a8a-be800407cd43
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:32:02.979Z
reason:
  This fact is already comprehensively covered by existing memories, particularly [1] which explicitly states templates are 'characterized as low-risk', and [3] which provides the complete implementation sequence including this characterization. No new information or refinement is needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Templates are characterized as low-risk in the implementation sequence","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: 70d02576-3b79-4593-b4e4-ecbf3b6f87a7
memory_id: 0b8644c5-55a7-4d9c-8a8a-be800407cd43
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:32:02.979Z
reason:
  Candidate [3] already captures this exact procedural fact: 'Skills implementation is the second phase and involves additive disclaimers.' New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Skills implementation involves additive disclaimers","type":"procedural","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: 706e12d3-83ff-435f-b811-fc59b9c6a1ac
memory_id: 90be11d9-e477-4b3e-b1bb-21ff577c40a5
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:32:02.979Z
actor_type: pipeline
old_content:
  Templates phase was chosen first because it presents low implementation risk compared to skills and onboarding

new_content:
  The phased implementation order (templates → skills → onboarding rewrite) was chosen to sequence low-risk changes first, allowing higher-risk changes (main onboarding rewrite) to follow after foundational work is complete

reason:
  New fact provides broader strategic rationale for the entire phased approach (risk-based sequencing: low-risk first → high-risk after foundational work), while existing candidate only covers why templates phase was selected. Merging creates more complete understanding of the implementation strategy.


id: e8be43bf-ac88-48bd-9cdf-de21d5a7874e
memory_id: 0b8644c5-55a7-4d9c-8a8a-be800407cd43
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:32:02.980Z
reason:
  New fact provides broader strategic rationale for the entire phased approach (risk-based sequencing: low-risk first → high-risk after foundational work), while existing candidate only covers why templates phase was selected. Merging creates more complete understanding of the implementation strategy.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"90be11d9-e477-4b3e-b1bb-21ff577c40a5","targetContent":"Templates phase was chosen first because it presents low implementation risk compared to skills and onboarding","confidence":0.78,"fact":{"content":"The phased implementation order (templates → skills → onboarding rewrite) was chosen to sequence low-risk changes first, allowing higher-risk changes (main onboarding rewrite) to follow after foundational work is complete","type":"rationale","confidence":0.75},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"90be11d9-e477-4b3e-b1bb-21ff577c40a5","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7968c559-44b7-405a-ac38-24a2cc6d8257
memory_id: d6383910-307a-415a-b660-328cc6d418fe
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:33:05.140Z
reason:
  New fact is already captured by existing candidate 5 (d6383910...) which explicitly states 'completion of four on fire roadmap items (defaults, npm gate, hook isolation, non-interactive CLI)'. Candidates 3 and 4 also reference these same items. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Four roadmap items have been completed: defaults, npm gate, hook isolation, and non-interactive CLI","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c3962f0a-e8ac-45ef-adf5-af3836772624
memory_id: 137d61d6-ff0b-4a62-be2b-f5edcf2427fe
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:33:05.140Z
actor_type: pipeline
old_content:
  Four prerequisite 'on fire' items (defaults, npm gate, hook isolation, non-interactive CLI) have been completed or are being completed before the onboarding overhaul begins

new_content:
  The completed roadmap items (defaults, npm gate, hook isolation, non-interactive CLI) were marked as 'on fire', indicating high-priority status

reason:
  New fact clarifies what 'on fire' status means (high-priority). Candidate [2] already references these four items as 'on fire' prerequisites. Updating it to explicitly define 'on fire' = high-priority makes the memory more self-contained and clearer for future reference.


id: 6f864bd5-729a-49c0-8dd6-f3ee4dac1e01
memory_id: d6383910-307a-415a-b660-328cc6d418fe
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:33:05.141Z
reason:
  New fact clarifies what 'on fire' status means (high-priority). Candidate [2] already references these four items as 'on fire' prerequisites. Updating it to explicitly define 'on fire' = high-priority makes the memory more self-contained and clearer for future reference.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"137d61d6-ff0b-4a62-be2b-f5edcf2427fe","targetContent":"Four prerequisite 'on fire' items (defaults, npm gate, hook isolation, non-interactive CLI) have been completed or are being completed before the onboarding overhaul begins","confidence":0.85,"fact":{"content":"The completed roadmap items (defaults, npm gate, hook isolation, non-interactive CLI) were marked as 'on fire', indicating high-priority status","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":"137d61d6-ff0b-4a62-be2b-f5edcf2427fe","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ce6a6f2d-d2db-4a84-9317-1d76764bc807
memory_id: d6383910-307a-415a-b660-328cc6d418fe
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:33:05.141Z
reason:
  Existing candidates [4] and [5] already explicitly document this same dependency: the current plan (Onboarding Overhaul) follows completion of four 'on fire' roadmap items. Candidate [5] is nearly identical in meaning and provides specific item names (defaults, npm gate, hook isolation, non-interactive CLI). New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The current plan depends on and follows the completion of four high-priority roadmap items as a prerequisite","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bf436799-da64-4186-87dd-9a95f5e2b9c5
memory_id: 92e6955a-241e-425b-b803-3a9badae1d25
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:34:23.171Z
reason:
  New fact is already captured in candidate [5], which explicitly states 'daemon.ts: Add runtime auto-detection of extraction provider (claude, opencode, ollama fallback) after loading config.' No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"daemon.ts should implement runtime auto-detection of the extraction provider (claude, opencode, or ollama as fallback) after loading the configuration file","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: 588df850-db05-458f-8944-ec0e6aef4ec6
memory_id: 92e6955a-241e-425b-b803-3a9badae1d25
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:34:23.171Z
reason:
  Existing candidate [5] already documents this exact decision: 'cli.ts: Implement extraction provider auto-detection in setup wizard'. The new fact adds no novel information and is redundant with established memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"cli.ts should implement extraction provider auto-detection within the setup wizard","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: 05b3d2e5-01ee-47f5-ad81-88ead0bb9a73
memory_id: 691ef083-72d1-4a00-9868-ad331319dcbf
event: updated
new_content: cli.ts should write a complete nested pipelineV2 configuration instead of a minimal flat format
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:34:23.171Z
actor_type: pipeline
old_content:
  ## Plan Review: PipelineV2Config Restructuring Session began with a detailed plan to refactor the flat PipelineV2Config type into a nested structure with semantic sub-objects.

reason:
  New fact is a specific implementation decision directly related to the existing PipelineV2Config restructuring plan. Updating the memory to include this cli.ts behavior decision keeps related context cohesive.


id: f9f7f2fc-2754-4147-aef2-f54aec2e9a85
memory_id: 92e6955a-241e-425b-b803-3a9badae1d25
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:34:23.173Z
reason:
  New fact is a specific implementation decision directly related to the existing PipelineV2Config restructuring plan. Updating the memory to include this cli.ts behavior decision keeps related context cohesive.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"691ef083-72d1-4a00-9868-ad331319dcbf","targetContent":"## Plan Review: PipelineV2Config Restructuring Session began with a detailed plan to refactor the flat PipelineV2Config type into a nested structure with semantic sub-objects.","confidence":0.82,"fact":{"content":"cli.ts should write a complete nested pipelineV2 configuration instead of a minimal flat format","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"691ef083-72d1-4a00-9868-ad331319dcbf","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b41b4c53-6154-4646-afc5-9e715805e18c
memory_id: 92e6955a-241e-425b-b803-3a9badae1d25
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:34:23.173Z
reason:
  New fact is already covered by existing candidates 3 and 5, which explicitly detail the provider hierarchy (claude → opencode → ollama fallback). Candidate 4 also covers the opencode fallback step. The new fact adds no novel information beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The supported extraction providers are: claude, opencode, and ollama (with ollama as the fallback option)","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: fcb05a75-7ffb-473c-9d76-08734dbdbb0e
memory_id: 611a0c7f-6896-4bd1-91fa-cdd494420644
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:35:13.609Z
reason:
  Candidate [2] is a decision memory that already captures this exact fact: the fix was implemented in packages/predictor/src/main.rs at line 79 to reject mismatched candidate_features. The new fact adds no new information and is fully covered by existing memories [2], [3], [4], and [5].

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A fix was implemented in `packages/predictor/src/main.rs` at line 79 to reject mismatched candidate_features","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: 27a3c21d-3530-41b8-888e-53a94115eaad
memory_id: 3b66ffde-f0e9-4c29-a6b5-2ab47a6ed525
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:35:13.609Z
actor_type: pipeline
old_content:
  Rejecting mismatched candidate_features vectors enables upstream bugs to surface, improving visibility into data quality issues and ranking problems

new_content:
  The predictor was silently corrupting data when candidate_features were mismatched; the line 79 fix prevents this by rejecting mismatched values instead of accepting them

reason:
  New fact adds the immediate problem statement (silent data corruption) to complement existing rationale (upstream visibility). Both explain benefits of the line 79 fix—preventing corruption while enabling bug detection. Merge into a single comprehensive rationale.


id: b5da7140-d7c3-4ab9-b430-fec0d26c80fe
memory_id: 611a0c7f-6896-4bd1-91fa-cdd494420644
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:35:13.611Z
reason:
  New fact adds the immediate problem statement (silent data corruption) to complement existing rationale (upstream visibility). Both explain benefits of the line 79 fix—preventing corruption while enabling bug detection. Merge into a single comprehensive rationale.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"3b66ffde-f0e9-4c29-a6b5-2ab47a6ed525","targetContent":"Rejecting mismatched candidate_features vectors enables upstream bugs to surface, improving visibility into data quality issues and ranking problems","confidence":0.9,"fact":{"content":"The predictor was silently corrupting data when candidate_features were mismatched; the line 79 fix prevents this by rejecting mismatched values instead of accepting them","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"3b66ffde-f0e9-4c29-a6b5-2ab47a6ed525","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: dcac823a-c658-44de-becf-c5e1d2381523
memory_id: 611a0c7f-6896-4bd1-91fa-cdd494420644
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:35:13.611Z
reason:
  Fact is already covered by existing candidates [3] and [5], which document the same fix in packages/predictor/src/main.rs (line 79) to reject mismatched candidate_features. No new information is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai implemented the predictor candidate_features validation fix","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: c109151f-aa7d-4582-8678-27e88d142133
memory_id: 188d1a92-93b3-454e-9228-a2bd324d749f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:36:38.006Z
reason:
  New fact is already covered by candidate [5], which contains the exact same statement about silent replacement with all-zero values when candidate_features length mismatches candidate_ids. Also referenced in candidates [2] and [4].

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The code previously silently replaced mismatched `candidate_features` vectors with all-zero values when their length did not match `candidate_ids`","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9ddcf9a2-9841-44e9-b82f-015cd3fb89b6
memory_id: 188d1a92-93b3-454e-9228-a2bd324d749f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:36:38.007Z
reason:
  The new fact describes the core problem (silent replacement masking bugs) which is already comprehensively captured in candidate [5] (the issue description). Candidate [5] provides more detail about the mechanism (all-zero values, degraded ranking quality, length mismatch check) and context. No new information would be gained by storing this fact separately.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Silent replacement of mismatched `candidate_features` vectors masked upstream bugs without signaling the problem","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fde7e532-ba32-4600-85d5-0f7d5a4ec81f
memory_id: 188d1a92-93b3-454e-9228-a2bd324d749f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:36:38.007Z
reason:
  Candidate [5] (188d1a92...) already comprehensively captures this fact: it explicitly states the silent replacement of mismatched candidate_features with all-zero values degraded ranking quality and masked upstream bugs. The new fact is a direct subset of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Silent replacement of mismatched `candidate_features` vectors with all-zero values degraded ranking quality","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 121ad597-da10-4e2b-bf79-ea783bda2e79
memory_id: 188d1a92-93b3-454e-9228-a2bd324d749f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:36:38.007Z
reason:
  Existing candidates already comprehensively cover this fix. Candidates 1, 2, 4, and 5 explicitly document the change from silent replacement to explicit error handling for mismatched candidate_features vectors. Candidate 4 specifically states 'If provided but length mismatches → return explicit error (fixed from silent zero-fill)', which directly matches the new fact. No new information or perspective is being added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A fix was implemented to change the logic for handling mismatched `candidate_features` vectors instead of silently replacing them","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: bcd7c3dc-6d6d-4188-b2be-4a44cdb9ea6e
memory_id: 188d1a92-93b3-454e-9228-a2bd324d749f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:36:38.007Z
reason:
  Candidate [5] already fully captures this content: it describes the silent vector replacement with zeros, notes it masked upstream bugs, and explicitly states it degraded ranking quality without signaling the problem. The new fact is a rationale-framed restatement of the same issue, adding no new information that isn't already covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The original behavior of silently replacing mismatched vectors was problematic because it masked upstream bugs and prevented error detection, while also degrading ranking quality by substituting valid data with zeros","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4952fdb7-0f2c-4b1c-ab00-cac5fa7a648c
memory_id: 10c10e18-965d-432e-aebe-1eabd64b0249
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:37:45.281Z
reason:
  Existing candidate [4] already documents this fact with identical guidance. The new fact adds no new information beyond what's already captured in the existing memory about Remember skill configuration.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Remember skill should be configured with `user_invocable: false` to hide it from users","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3a1697f9-182c-401c-bd62-8a8345f02866
memory_id: 10c10e18-965d-432e-aebe-1eabd64b0249
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:37:45.281Z
reason:
  Candidate [5] already captures this exact fact: 'Set `user_invocable: false` to hide from users and prevent hook-based auto-remembering'. The new fact is a restatement of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Setting `user_invocable: false` on the Remember skill prevents hook-based auto-remembering","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 93194f66-3f11-45c2-9c78-9652c6aa432f
memory_id: 10c10e18-965d-432e-aebe-1eabd64b0249
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:37:45.281Z
reason:
  Candidates [3] and [5] already capture this exact rationale: [3] explicitly states the rationale for disabling user_invocable to avoid doubling token costs from automatic hook-based memory capture, and [5] restates the same fact about preventing hook-based auto-remembering that doubles token usage. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Hook-based auto-remembering of the Remember skill doubles token usage, making it inefficient. Setting `user_invocable: false` should be used to prevent this behavior and reduce token consumption.","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4fb2fb9a-ddd5-4c83-9cf8-3a7f81dab5bc
memory_id: fa3356db-f548-4c35-bf72-cbb15f50b663
event: deleted
old_content: The onboarding process currently lacks guidance on agent persona and identity configuration
changed_by: pipeline-v2
metadata: {"force":false,"ifVersion":null}
created_at: 2026-02-27T20:38:35.001Z
actor_type: pipeline
reason:
  New fact directly contradicts candidate 3. The onboarding skill DOES provide guidance on agent persona and identity as phase 1 of its four-phase personalization framework. Candidate 5 already captures the correct information.


id: a78a9d7b-7013-462d-8294-8b6010756959
memory_id: c333c920-2023-4521-904b-e48e7686e71d
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:38:35.002Z
reason:
  New fact directly contradicts candidate 3. The onboarding skill DOES provide guidance on agent persona and identity as phase 1 of its four-phase personalization framework. Candidate 5 already captures the correct information.

metadata:
  {"shadow":false,"proposedAction":"delete","targetMemoryId":"fa3356db-f548-4c35-bf72-cbb15f50b663","targetContent":"The onboarding process currently lacks guidance on agent persona and identity configuration","confidence":0.95,"fact":{"content":"The onboarding skill guides users through four phases of agent personalization","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":"fa3356db-f548-4c35-bf72-cbb15f50b663","dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2b8ea564-da51-4412-b0aa-657599ec80a2
memory_id: c333c920-2023-4521-904b-e48e7686e71d
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:38:35.002Z
reason:
  Candidate [3] (ID: 4680879f-fb9b-438c-9f22-23df820feaed) already contains this exact procedural information about Agent Identity being the first onboarding phase with identical details (character definition, name, creature type, origin story, visual identity)

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Agent Identity (documented in IDENTITY.md) is the first phase of the onboarding skill and covers character definition including name, creature type, origin story, and visual identity","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8c2b40ad-29ee-4e52-84d4-34585a9dd917
memory_id: 9643cde2-81f1-4b82-807b-a59824fc518e
event: updated
new_content: The backtest handler currently opens a new database connection for each incoming request
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:39:32.217Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 106 characters]

reason:
  New fact describes the current behavior that candidate 3 is trying to fix. They're directly related—new fact establishes the problem state, candidate 3 describes the solution. Merging them creates a complete memory: current behavior + required fix.


id: c6009496-d573-414b-a780-f068935c80c9
memory_id: 9643cde2-81f1-4b82-807b-a59824fc518e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:39:32.219Z
reason:
  New fact describes the current behavior that candidate 3 is trying to fix. They're directly related—new fact establishes the problem state, candidate 3 describes the solution. Merging them creates a complete memory: current behavior + required fix.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"9643cde2-81f1-4b82-807b-a59824fc518e","targetContent":"Update backtest handler to use the shared historical_store instead of opening a new connection per request","confidence":0.95,"fact":{"content":"The backtest handler currently opens a new database connection for each incoming request","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"9643cde2-81f1-4b82-807b-a59824fc518e","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2afb33a7-6ae5-4b1c-99f7-b098f92f0612
memory_id: 9643cde2-81f1-4b82-807b-a59824fc518e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:39:32.219Z
reason:
  Candidate [5] already captures this exact decision: 'Update backtest handler to use the shared historical_store instead of opening a new connection per request'. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The backtest handler should be refactored to use a shared historical_store instead of opening individual connections per request","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 96afd756-69fd-4f7c-a165-767471eaf5fd
memory_id: 8d54690a-2b70-4fee-92da-5928b6397f4b
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:39:32.219Z
actor_type: pipeline
old_content:
  Using a shared historical_store reduces connection overhead and resource consumption compared to per-request connection creation

new_content:
  Using a shared historical_store instead of per-request connections improves resource efficiency and reduces connection overhead in the backtest handler

reason:
  New fact expresses the same rationale as candidate 3 but with added specificity about the backtest handler context. Merge to create a more concrete, location-aware memory entry.


id: a7a94525-3d45-4dac-b687-f0b6daf16c46
memory_id: 9643cde2-81f1-4b82-807b-a59824fc518e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:39:32.220Z
reason:
  New fact expresses the same rationale as candidate 3 but with added specificity about the backtest handler context. Merge to create a more concrete, location-aware memory entry.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"8d54690a-2b70-4fee-92da-5928b6397f4b","targetContent":"Using a shared historical_store reduces connection overhead and resource consumption compared to per-request connection creation","confidence":0.95,"fact":{"content":"Using a shared historical_store instead of per-request connections improves resource efficiency and reduces connection overhead in the backtest handler","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"8d54690a-2b70-4fee-92da-5928b6397f4b","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b34e320d-f3be-4b5f-ae1f-4122addf576a
memory_id: eaa5b6f9-7136-4234-8d48-96ed10f5032f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:40:37.107Z
reason:
  Candidate [2] already captures this fact: 'Signet provides agent identity that travels across different AI platforms (Claude Code, OpenCode, Cursor, etc.)'. The new fact is semantically identical and adds no new information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signet is designed to work across all three platforms (Claude Code, OpenCode, and Cursor)","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: 3c64772d-1264-4136-bbe1-bb721b21ad51
memory_id: eaa5b6f9-7136-4234-8d48-96ed10f5032f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:40:37.107Z
reason:
  Candidates 3, 4, and 5 already comprehensively cover this concept. Candidate 4 is particularly thorough, explicitly stating the tool-agnostic design with hooks-based fallback for when MCP/skills are unavailable. The new fact adds no additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signet implements a tool-agnostic design principle that allows it to operate regardless of MCP or skills framework support","type":"semantic","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: 8c848545-74b2-41cf-bdf5-2e33dfc171a9
memory_id: eaa5b6f9-7136-4234-8d48-96ed10f5032f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:40:37.107Z
reason:
  Candidate [4] already captures this exact fact: 'Signet implements a tool-agnostic design approach that provides a hooks-based fallback mechanism for operation when MCP or skills support are unavailable.' The new fact is a minor restatement of the same concept.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"f462d220-f134-4bf4-b0c7-91b6a7da1b42","targetContent":"Signet implements a tool-agnostic design approach that provides a hooks-based fallback mechanism for operation when MCP or skills support are unavailable","confidence":0.95,"fact":{"content":"Signet provides a hooks-based fallback approach for operation when MCP or skills support is unavailable","type":"procedural","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: ac1da132-9895-48de-a6fd-d5ccd98db3c4
memory_id: eaa5b6f9-7136-4234-8d48-96ed10f5032f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:40:37.107Z
reason:
  Candidate [5] already captures this exact detail: 'The user began asking about how Signet works regardless of MCP or skills support (the hooks-based fallback approach), but the conversation was cut short before that explanation was provided.' The new fact is a less detailed version of what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai was asking about how Signet works independently of MCP or skills framework support when the conversation ended","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: 6eb3d3af-1eb9-4591-b944-24d7033299d1
memory_id: d3f2dbcf-85ea-42f3-b179-1beb56c9452c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:41:10.711Z
reason:
  Candidate [5] is nearly identical to the new fact - both describe Nicholai initiating a brainstorming session to identify impactful features for Signet. Memory already exists and covers this event.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Nicholai initiated a brainstorming session focused on identifying the most impactful new feature to add to the Signet project","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: e16c391f-589b-4806-a7aa-f9a58728211e
memory_id: d3f2dbcf-85ea-42f3-b179-1beb56c9452c
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:41:10.711Z
actor_type: pipeline
old_content:
  ## Brainstorming Session for Signet Features Nicholai initiated a brainstorming session to identify the most impactful new feature to add to the Signet project.

new_content:
  The brainstorming session objective is to evaluate and prioritize potential new features for the Signet project based on their impact

reason:
  New fact refines the existing Signet brainstorming session memory with more specific detail about the session's objective: evaluating and prioritizing multiple features based on impact, rather than just identifying a single impactful feature.


id: c613ebda-bf32-4b0a-9d0f-bbb5ede78221
memory_id: d3f2dbcf-85ea-42f3-b179-1beb56c9452c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:41:10.712Z
reason:
  New fact refines the existing Signet brainstorming session memory with more specific detail about the session's objective: evaluating and prioritizing multiple features based on impact, rather than just identifying a single impactful feature.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"d3f2dbcf-85ea-42f3-b179-1beb56c9452c","targetContent":"## Brainstorming Session for Signet Features Nicholai initiated a brainstorming session to identify the most impactful new feature to add to the Signet project.","confidence":0.9,"fact":{"content":"The brainstorming session objective is to evaluate and prioritize potential new features for the Signet project based on their impact","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"d3f2dbcf-85ea-42f3-b179-1beb56c9452c","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4b7c625e-1e9f-4ccc-9ccc-2688515255fd
memory_id: 4926a9b8-8698-42ec-8fd2-52297865c243
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:42:00.167Z
reason:
  Candidate 5 (ID: 4926a9b8-8698-42ec-8fd2-52297865c243) already captures this exact decision: tasking an Explore agent to audit the codebase and understand what's built, what's half-built, and gaps between vision and reality. New fact is a semantically identical restatement with no additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"An Explore agent was tasked to audit the current codebase to assess what has been built, what is partially built, and identify gaps between the project vision and actual implementation","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f140f5db-eb2e-4bac-99f0-7e6f69317510
memory_id: 4926a9b8-8698-42ec-8fd2-52297865c243
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:42:00.167Z
reason:
  Candidate [5] already captures the identical three-part audit framework (what's been built, what's half-built, gaps between vision and reality). New fact restates the same evaluation structure.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The audit is intended to evaluate three aspects: (1) what has been completed, (2) what is half-built or partially implemented, (3) gaps that exist between the original vision and current reality","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: 5f01d101-21c6-4f67-a98f-09f950854996
memory_id: 4926a9b8-8698-42ec-8fd2-52297865c243
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:42:00.167Z
reason:
  Existing memory [5] already captures this exact rationale: 'Rather than speculating, an Explore agent was tasked to audit the current codebase...' The new fact is the same principle already documented in the knowledge base.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The decision to conduct a codebase audit via an Explore agent was made rather than relying on speculation to understand codebase status","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 146e1434-2ebe-427d-a358-e0ca738b1e6b
memory_id: 62e19eea-53ff-4d53-b7be-0606188e306f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:43:58.544Z
reason:
  Candidate [1] already captures this concept: it explicitly states VISION.md 'describes what Signet is building toward and should anchor all development decisions', which directly encodes the new fact that VISION.md is the north star for system architecture and guidance. Candidate [5] also mentions VISION.md as a 'north star document'. No new information needs to be stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"VISION.md serves as the north star document for system architecture and guidance","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d1ed4e5e-eb59-4113-923b-d22b71de2bb3
memory_id: 62e19eea-53ff-4d53-b7be-0606188e306f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:43:58.544Z
reason:
  This fact is already well-covered by existing candidates. Candidate 5 explicitly mentions 'daemon pipeline and scheduler capabilities' as overlapping areas of exploration. Candidate 4 details the memory pipeline stages. Candidates 2-3 cover scheduler worker integration. No new information is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The daemon includes a pipeline component with scheduler capabilities","type":"semantic","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: 81d92540-140d-4f7b-936b-8cb9321da8e6
memory_id: 7bbfa9ed-506a-406b-9b21-52733c33f159
event: created
new_content: The system includes a predictive memory scorer implementation as a core component
changed_by: pipeline-v2
created_at: 2026-02-27T20:43:58.545Z
reason:
  New fact describes the architectural role/status of the predictive memory scorer (core component status), which is distinct from existing event-based memories about Phase 1 completion and code reviews. This semantic information complements but doesn't duplicate existing records.

metadata:
  {"proposedAction":"add","sourceMemoryId":"62e19eea-53ff-4d53-b7be-0606188e306f","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: 2d7fab5f-14b2-4942-a6f1-90e03feeca2a
memory_id: 62e19eea-53ff-4d53-b7be-0606188e306f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:43:58.545Z
reason:
  New fact describes the architectural role/status of the predictive memory scorer (core component status), which is distinct from existing event-based memories about Phase 1 completion and code reviews. This semantic information complements but doesn't duplicate existing records.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The system includes a predictive memory scorer implementation as a core component","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":"7bbfa9ed-506a-406b-9b21-52733c33f159","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e0c1ca30-e84d-4597-bde4-2882a2f4c0d2
memory_id: 62e19eea-53ff-4d53-b7be-0606188e306f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:43:58.547Z
reason:
  The fact is too generic and lacks specificity (no project/system context). Dashboard components are standard architectural elements. Without knowing which system this refers to, it's not actionable or distinct enough to warrant storage separate from existing architecture notes.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.8,"fact":{"content":"Dashboard functionality is a defined component of the system architecture","type":"semantic","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: a5e76891-3499-47cd-a652-093287130cf9
memory_id: 62e19eea-53ff-4d53-b7be-0606188e306f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:43:58.547Z
reason:
  New fact is a high-level abstraction already implied by existing memories. Candidates [1-4] collectively describe the scheduler's orchestration role through specific implementation details (component hierarchy, daemon integration, routing, documentation). This abstract version adds no new information beyond what's already captured in the detailed memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"A scheduler system manages task execution and pipeline orchestration","type":"semantic","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: d1b2cea1-91b7-4757-936b-65cdebddb7b8
memory_id: 62e19eea-53ff-4d53-b7be-0606188e306f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:43:58.547Z
reason:
  The concept that the system has documented connectors with specific capabilities is already covered by existing memories: candidate [5] explicitly mentions 'supported connectors' with restricted options, and candidate [1] documents MCP tools with specific transport capabilities. The new fact is a general observation that subsumes these specific instances.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The system includes available connectors with specific, documented capabilities","type":"semantic","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: 4131b1f6-9a7c-4aa2-8fe9-6dffcebcf7ad
memory_id: 8c7b9c0a-787d-4ddf-8700-948eda156569
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:44:52.042Z
reason:
  Candidate [5] already captures this exact framing—that VISION.md elevates LLMs from stateless autocomplete to persistent agents with identity, safety, and long-term autonomy. New fact is essentially identical to existing memory, no new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"VISION.md frames Signet as a foundational layer that elevates LLMs from stateless autocomplete to persistent, autonomous agents with identity, safety, and long-term autonomy capabilities","type":"semantic","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: 8b50ca5c-6120-4b9e-8a62-0294955c56d9
memory_id: 8c7b9c0a-787d-4ddf-8700-948eda156569
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:44:52.042Z
reason:
  Candidate [5] already captures this concept explicitly: 'long-term autonomy (days to months without human intervention)' from VISION.md. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signet agents can operate autonomously for days to months without human intervention","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 65500427-fa04-4fab-a653-2a212a7e5ab5
memory_id: 8c7b9c0a-787d-4ddf-8700-948eda156569
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:44:52.042Z
reason:
  New fact is already captured in candidate [3], which explicitly mentions Signet framing identity, safety, and long-term autonomy as core capabilities from VISION.md. New fact provides no additional information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Signet provides three core capabilities to transformed LLM agents: identity, safety, and long-term autonomy","type":"semantic","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: 548b7bb6-ac2d-41e4-a275-d2edb67d2340
memory_id: a9c13625-4103-40a9-be78-8b98a638e716
event: updated
old_content: This vision-to-reality gap analysis would inform feature prioritization.
new_content: Vision-to-reality gap analysis is a method for informing feature prioritization decisions
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:45:17.872Z
actor_type: pipeline
reason:
  New fact formalizes and generalizes the existing memory. Candidate [2] mentions vision-to-reality gap analysis informing feature prioritization; the new fact adds procedural context that it's a method/technique for this purpose. Merging creates a more complete procedural memory.


id: 1b18acf2-7c10-4183-9f67-45d552ee3123
memory_id: a9c13625-4103-40a9-be78-8b98a638e716
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:45:17.874Z
reason:
  New fact formalizes and generalizes the existing memory. Candidate [2] mentions vision-to-reality gap analysis informing feature prioritization; the new fact adds procedural context that it's a method/technique for this purpose. Merging creates a more complete procedural memory.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"a9c13625-4103-40a9-be78-8b98a638e716","targetContent":"This vision-to-reality gap analysis would inform feature prioritization.","confidence":0.8,"fact":{"content":"Vision-to-reality gap analysis is a method for informing feature prioritization decisions","type":"procedural","confidence":0.75},"extractionModel":"haiku","factCount":1,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":"a9c13625-4103-40a9-be78-8b98a638e716","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: aec891f1-74d6-4e7e-9aef-e456be285785
memory_id: e2ee4e00-1436-46cc-afd2-42471f720ca3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:50:29.795Z
reason:
  Candidate #5 already explicitly states the parth-website project is an Astro 5.17.1 application. New fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The parth-website project is built with Astro framework version 5.17.1","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: 9f47b648-7eec-49db-b69f-5743e4bd97f1
memory_id: e2ee4e00-1436-46cc-afd2-42471f720ca3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:50:29.795Z
reason:
  Candidate 5 (shadcn/ui Setup for Portfolio Site) already documents that parth-website is an Astro 5.17.1 application with Tailwind CSS 4.2.1 already configured. The new fact is fully covered by this existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.99,"fact":{"content":"The parth-website project has Tailwind CSS version 4.2.1 already configured","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: 13a9f6d1-25bb-4af6-b301-4298741625eb
memory_id: e2ee4e00-1436-46cc-afd2-42471f720ca3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:50:29.795Z
reason:
  Candidate #3 already captures this fact with additional context: it documents the shadcn/ui setup for parth-website, including project environment details (Astro 5.17.1, Tailwind CSS 4.2.1). The new fact adds no novel information beyond what is already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"shadcn/ui component library was initialized and set up for the parth-website project","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e7c255ae-8c05-4e76-86b3-e53e52ee16fb
memory_id: e2ee4e00-1436-46cc-afd2-42471f720ca3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:50:29.795Z
reason:
  This fact is already well-captured by existing candidates [3] and [5]. Candidate [3] explicitly documents the Astro 5.17.1 + Tailwind CSS 4.2.1 setup for shadcn/ui on the portfolio site, and candidate [5] already notes that 'Tailwind CSS already integrated, providing a good foundation for shadcn components.' The new fact adds no material new information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Astro 5.17.1 with pre-configured Tailwind CSS 4.2.1 provides a compatible foundation for shadcn/ui component integration in portfolio site projects","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: eb5b8e7b-a382-4fab-a3b5-82c1aba36778
memory_id: c661d718-35d0-4dac-82ca-46a6cdb85c08
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:52:09.120Z
reason:
  Candidate #5 (c661d718-35d0-4dac-82ca-46a6cdb85c08) already explicitly states this exact fact: 'Project is a clean Astro module with standard structure (src/components, src/layouts, src/pages)'. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The project is an Astro module with standard directory structure including src/components, src/layouts, and src/pages","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4507a79c-cca4-433a-bfd4-ea3ac33a8e56
memory_id: 8742d43c-07ee-4034-9332-9a43bbe3fc00
event: updated
new_content: Tailwind CSS is already integrated into the Astro project
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:52:09.120Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 178 characters]

reason:
  New fact refines the tech stack details for the same Astro/React project. Tailwind CSS integration is a complementary technical detail that enhances the existing memory about the project's architecture and tooling.


id: e1ca4524-93c6-40c5-9d6f-97170f6e36a5
memory_id: c661d718-35d0-4dac-82ca-46a6cdb85c08
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:52:09.121Z
reason:
  New fact refines the tech stack details for the same Astro/React project. Tailwind CSS integration is a complementary technical detail that enhances the existing memory about the project's architecture and tooling.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"8742d43c-07ee-4034-9332-9a43bbe3fc00","targetContent":"Project is an Astro/React application, likely deployed to Cloudflare based on project context. Session appeared to be in early exploratory phase at conversation truncation point.","confidence":0.88,"fact":{"content":"Tailwind CSS is already integrated into the Astro project","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"8742d43c-07ee-4034-9332-9a43bbe3fc00","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7a47652d-b284-4815-966a-e69a262369c2
memory_id: c661d718-35d0-4dac-82ca-46a6cdb85c08
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:52:09.121Z
reason:
  Candidate [4] (c661d718-35d0-4dac-82ca-46a6cdb85c08) already captures this information with 'Tailwind CSS already integrated, providing a good foundation for shadcn components'. The new fact is redundant and already covered in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Tailwind CSS integration provides a foundation for installing shadcn components into the Astro project","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8c8cd63a-2075-475c-bb41-7cf7bbb3098a
memory_id: c661d718-35d0-4dac-82ca-46a6cdb85c08
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:52:09.121Z
reason:
  Candidate [5] already captures this goal: 'Goal is to install portfolio-relevant components from the shadcn library'. The new fact is redundant with existing memory that explicitly states the portfolio component installation objective.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The goal is to install portfolio-relevant components from the shadcn library into the Astro project","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4040e794-b866-4100-a5d7-08fd1447db72
memory_id: c661d718-35d0-4dac-82ca-46a6cdb85c08
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:52:09.121Z
reason:
  Candidate [5] already captures this exact information with the phrase 'Session was cut short but established baseline understanding needed to proceed with shadcn setup.' The new fact is a generic summary that is fully contained within the existing memory, which provides the specific project context (parth-website, Astro 5.17.1, Tailwind CSS integration).

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"A session was initiated to set up shadcn but was cut short after establishing baseline understanding needed to proceed with shadcn setup","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1b090b74-2ff5-42f3-ad27-c665de8faf91
memory_id: 3b4784ae-e1cc-4c90-9968-3a1818920169
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:52:35.699Z
reason:
  Candidate #5 already captures the brainstorming session objective for Signet - evaluating and prioritizing potential new features based on impact. The new fact is a restatement of the same session.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai initiated a brainstorming session to identify the most impactful new feature to add to the Signet project","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":1,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7674a28a-057c-4aa0-b824-998e47e23292
memory_id: a9c13625-4103-40a9-be78-8b98a638e716
event: updated
old_content: Vision-to-reality gap analysis is a method for informing feature prioritization decisions
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:53:03.602Z
actor_type: pipeline
new_content:
  A vision-to-reality gap analysis is a methodology used to inform and guide feature prioritization decisions

reason:
  New fact refines existing procedural memory about the same methodology. Candidate 2 contains the core concept; new fact adds specificity ('and guide' alongside 'inform') and uses 'methodology'. Candidate 3 is contextual/instance-specific, while candidate 2 is the general definition that should be updated.


id: 161b8f5f-6c11-4777-b5a8-62e0431d1db4
memory_id: acea2800-508c-4337-9368-8a40d40ebaea
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:53:03.604Z
reason:
  New fact refines existing procedural memory about the same methodology. Candidate 2 contains the core concept; new fact adds specificity ('and guide' alongside 'inform') and uses 'methodology'. Candidate 3 is contextual/instance-specific, while candidate 2 is the general definition that should be updated.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"a9c13625-4103-40a9-be78-8b98a638e716","targetContent":"Vision-to-reality gap analysis is a method for informing feature prioritization decisions","confidence":0.85,"fact":{"content":"A vision-to-reality gap analysis is a methodology used to inform and guide feature prioritization decisions","type":"semantic","confidence":0.7},"extractionModel":"haiku","factCount":1,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":"a9c13625-4103-40a9-be78-8b98a638e716","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 05672bea-677a-4e25-9541-c22b0722b85a
memory_id: f9fbb0ec-5ce6-4281-9ec6-73332c1cfbbc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:54:55.708Z
reason:
  New fact is a general summary already covered in detail by existing candidates, particularly ID f9fbb0ec-5ce6-4281-9ec6-73332c1cfbbc which documents specific structural changes (outline declarations, 6-step indicators, Guiding Voice section, relaxation cues). No new information or refinement present.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The onboarding skill is undergoing a rewrite that includes major structural changes","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 68b4f45d-9a53-45f9-8692-547b964a01f6
memory_id: f9fbb0ec-5ce6-4281-9ec6-73332c1cfbbc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:54:55.708Z
reason:
  Candidate [4] (f9fbb0ec-5ce6-4281-9ec6-73332c1cfbbc) already captures this fact as part of a comprehensive memory about the onboarding skill rewrite, explicitly stating 'adding upfront outline declarations' among other structural changes.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The rewritten onboarding skill adds upfront outline declarations to its structure","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8ba9bf2d-77c5-41be-a6ca-ca0897e2c5c5
memory_id: f9fbb0ec-5ce6-4281-9ec6-73332c1cfbbc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:54:55.708Z
reason:
  Candidate [4] already contains this exact information: 'The onboarding skill rewrite includes major structural changes—adding upfront outline declarations, 6-step progress indicators...' The new fact is fully covered by the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The rewritten onboarding skill includes 6-step progress indicators to guide users through the process","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 33e65c22-33d9-44bb-b857-1188c7457d20
memory_id: f9fbb0ec-5ce6-4281-9ec6-73332c1cfbbc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:54:55.708Z
reason:
  Candidate [5] already comprehensively covers this fact, explicitly stating the onboarding skill rewrite includes 'a "Guiding Voice" section to replace "Interview Philosophy"' as part of major structural changes. The new fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The rewritten onboarding skill introduces a 'Guiding Voice' section to provide narrative guidance","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 97c04269-37e5-4892-9353-5599341dcc74
memory_id: f9fbb0ec-5ce6-4281-9ec6-73332c1cfbbc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:54:55.708Z
reason:
  Candidate [4] already comprehensively covers this exact detail: it explicitly mentions 'a "Guiding Voice" section to replace "Interview Philosophy"' as part of the structural rewrite. The new fact is already captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The 'Guiding Voice' section in the rewritten onboarding skill replaces the 'Interview Philosophy' section from the original version","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e6deeb94-8c4a-4e84-bfea-1c341439c8a5
memory_id: e58f3aa5-6564-4000-b9ec-ca4a383ca818
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:57:22.973Z
reason:
  Candidate [5] already comprehensively covers this information, explicitly stating 'Verification includes build confirmation' as part of the verification process. The new fact adds no novel information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The /onboarding skill verification process includes build confirmation as a test component","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 63d67d88-8e0e-4d0b-967c-3d99f5da0997
memory_id: e58f3aa5-6564-4000-b9ec-ca4a383ca818
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:57:22.973Z
reason:
  Candidate [5] already comprehensively covers this fact, explicitly stating 'Verification includes build confirmation, skill sync validation, and testing via /onboarding invocation...'. The new fact does not add information beyond what is already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The /onboarding skill verification process includes skill sync validation as a test component","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e89ec8df-8af9-4907-92f9-bc9cbe121524
memory_id: e58f3aa5-6564-4000-b9ec-ca4a383ca818
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:57:22.973Z
reason:
  Candidate [5] already explicitly states 'testing via /onboarding invocation' as part of verification, with additional specifics about what the testing checks (prompt injection warnings, outline rendering, timezone removal). New fact is subsumed by existing, more detailed memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The /onboarding skill verification process includes testing via /onboarding invocation as a test component","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 862ccaa1-d42b-4d2f-be21-434dbd611561
memory_id: e58f3aa5-6564-4000-b9ec-ca4a383ca818
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:57:22.973Z
reason:
  New fact is already covered by candidate [5], which explicitly states 'testing via /onboarding invocation to ensure no prompt injection warnings.' Candidate [2] also mentions prompt injection warning testing as part of verification. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The /onboarding skill verification ensures that no prompt injection warnings are triggered during invocation","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6705c52f-c452-4928-a1dc-3111f897ad41
memory_id: e58f3aa5-6564-4000-b9ec-ca4a383ca818
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:57:22.973Z
reason:
  New fact is already covered by existing candidates, particularly [5] which explicitly states 'Verification includes...testing via /onboarding invocation to ensure...proper outline rendering' and [3] which directly addresses outline rendering verification.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The /onboarding skill verification validates that outline rendering is performed correctly","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d7c29706-20d5-4de3-98a5-baa487c330d4
memory_id: e58f3aa5-6564-4000-b9ec-ca4a383ca818
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:57:22.973Z
reason:
  New fact is already comprehensively covered by candidates [1] and [5], both of which explicitly document timezone removal as part of onboarding skill verification. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The /onboarding skill verification validates timezone removal functionality","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 563a15e4-4a37-47ab-bbae-f4b196fd9a5c
memory_id: 5f04310f-1ac0-454c-9505-e4f176efc520
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:58:00.982Z
reason:
  Candidate [4] already captures this exact procedural fact with nearly identical wording. Both describe examining the codebase as a prerequisite for shadcn initialization.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The existing codebase was examined to understand the project layout as a prerequisite for shadcn initialization and component installation","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d693bbf9-3cbe-41bf-8819-2552659573c7
memory_id: 5f04310f-1ac0-454c-9505-e4f176efc520
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:58:00.982Z
reason:
  The new fact is already captured in existing memories. Candidate [4] explicitly states the codebase examination was done 'before proceeding with shadcn initialization and component installation', and candidate [5] notes the baseline understanding was established 'needed to proceed with shadcn setup'. These memories already document that shadcn initialization and component installation are the confirmed next steps after codebase examination.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"shadcn initialization and component installation are the planned next steps after codebase examination","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: bf53ef24-f3f0-44ea-9d0e-247b3be3efcb
memory_id: 190b5047-0897-4dd5-b234-ee2e26a870e4
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:59:06.336Z
reason:
  Existing candidate #5 (190b5047-0897-4dd5-b234-ee2e26a870e4) already captures this exact fact with the same specification (user_invocable: false to hide from users), plus additional context about distorting importance scoring and the recall skill disclaimer. New fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The remember skill will be hidden from users by setting user_invocable to false","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: 50ca899f-7e10-4be6-ad99-35fb7774ee56
memory_id: 190b5047-0897-4dd5-b234-ee2e26a870e4
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:59:06.336Z
reason:
  This fact is already comprehensively covered by existing memory ID: 190b5047-0897-4dd5-b234-ee2e26a870e4, which explicitly states the remember skill is hidden (user_invocable: false) to discourage manual saves that distort importance scoring. No new information or nuance to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The remember skill is hidden from users to discourage manual saves that distort the automatic importance scoring in Signet's memory system","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bce80cf6-f08d-4578-9ec5-3dd89348860e
memory_id: 190b5047-0897-4dd5-b234-ee2e26a870e4
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:59:06.336Z
reason:
  Existing memory [5] already captures this fact: 'The recall skill gains a disclaimer explaining automatic injection at session start and when manual /recall is appropriate.' The new fact restates the same information with no additional details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The recall skill includes a disclaimer explaining automatic memory injection at session start and when manual /recall commands are appropriate","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a59b4d88-a105-46ca-9cfe-9fa6be614743
memory_id: 190b5047-0897-4dd5-b234-ee2e26a870e4
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:59:06.336Z
reason:
  Candidate 3 (f1fded13-e680-4854-860e-1d69414ed85d) already captures this exact fact: 'Manual saves to the remember skill distort the automatic importance scoring system that determines which facts are prioritized and injected into sessions.' The new fact adds no new information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"In Signet's memory system, manual saves via the remember skill can distort automatic importance scoring used for memory prioritization","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6292b6a7-8a96-497a-9f00-7c4e549276de
memory_id: ad00eadb-008c-4db4-b09e-995a84d71cf6
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T20:59:49.853Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 175 characters]

new_content:
  PipelineV2Config is currently implemented as a flat type structure and is planned to be refactored into a nested structure with semantic sub-objects

reason:
  New fact directly refines candidate 4 - both describe the same PipelineV2Config refactoring decision (flat → nested structure). Merging into a single, concise memory eliminates duplication.


id: 78871a44-8f00-41bf-abcf-42e1b61a7d6e
memory_id: ad00eadb-008c-4db4-b09e-995a84d71cf6
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:59:49.854Z
reason:
  New fact directly refines candidate 4 - both describe the same PipelineV2Config refactoring decision (flat → nested structure). Merging into a single, concise memory eliminates duplication.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"ad00eadb-008c-4db4-b09e-995a84d71cf6","targetContent":"## Plan Review: PipelineV2Config Restructuring Session began with a detailed plan to refactor the flat PipelineV2Config type into a nested structure with semantic sub-objects.","confidence":0.9,"fact":{"content":"PipelineV2Config is currently implemented as a flat type structure and is planned to be refactored into a nested structure with semantic sub-objects","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":"ad00eadb-008c-4db4-b09e-995a84d71cf6","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a38914ac-77a6-4a3a-bf36-a38b86db69ff
memory_id: ad00eadb-008c-4db4-b09e-995a84d71cf6
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T20:59:49.854Z
reason:
  Candidate [5] already captures the core idea: refactoring flat PipelineV2Config into a nested structure with semantic sub-objects. The new procedural fact is covered by this existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The PipelineV2Config refactoring plan aims to organize configuration properties into semantically meaningful sub-objects rather than maintaining the current flat structure","type":"procedural","confidence":0.8},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bfbb5f8a-2136-4f24-bed5-1830b00efa36
memory_id: 307af3c0-2473-41a6-b3e8-595284bf516a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:01:35.172Z
reason:
  Candidate [1] is an exact duplicate. Candidate [5] contains this information as part of a more comprehensive issue/decision record that includes the purpose and scope. Fact is already adequately covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The onboarding overhaul restructures five files across the template and skills system","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: 93dd591e-10e0-4f87-8413-03cae6280a58
memory_id: 307af3c0-2473-41a6-b3e8-595284bf516a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:01:35.172Z
reason:
  Existing memory [5] already comprehensively covers this: it states that 'missing step indicators' are part of the structural issues being addressed through the restructuring of five files. The new fact restates the same information without adding new details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The onboarding system currently has missing step indicators that are being added as part of the structural fixes","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d0d3150b-b998-4a24-9cf7-b231c7fa8b96
memory_id: 307af3c0-2473-41a6-b3e8-595284bf516a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:01:35.172Z
reason:
  This fact is already well-covered by existing memories. Candidate [4] explicitly states 'adding upfront outline declarations' as part of the rewrite, and candidate [5] identifies 'no outline' as one of the structural issues being fixed. The new fact adds no new information beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The onboarding system currently lacks an outline that is being added as part of the structural overhaul","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 96dbafe1-f6fa-4aee-a8c3-5a8af120b2e4
memory_id: 307af3c0-2473-41a6-b3e8-595284bf516a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:01:35.172Z
reason:
  Candidate [4] already explicitly mentions that the onboarding overhaul adds persona guidance as part of its restructuring scope. The new fact restates the same element with higher specificity but no new information that would change or refine the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The onboarding overhaul adds persona guidance to clarify agent identity and behavior expectations","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a0c0a976-d556-45cb-830b-b2da8e6b12a1
memory_id: 307af3c0-2473-41a6-b3e8-595284bf516a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:01:35.172Z
reason:
  The timezone redundancy elimination is already explicitly mentioned in candidate [5] as one of the key improvements in the onboarding overhaul. That memory provides more comprehensive context (structural issues, outline additions, persona guidance, and the memory pipeline clarification) so no new storage is needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Timezone redundancy is being eliminated from the onboarding system as part of the restructuring","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9d04fb3f-8b49-4bb5-82ac-1367c09bcdb2
memory_id: 307af3c0-2473-41a6-b3e8-595284bf516a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:01:35.172Z
reason:
  The relationship between manual and automatic memory pipelines is already well-documented across existing memories. [3] captures the decision that clarification happens via onboarding overhaul, [5] specifies implementation details (/remember hidden, /recall disclaimer), and [2] describes the technical architecture. The new fact restates the clarification need but doesn't add new substantive information beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Manual memory save commands (/remember and /recall) need clarification regarding their relationship to and integration with the automatic memory pipeline","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e9a76baa-f0e0-452b-9ae6-41ee253f10b1
memory_id: 9927f50f-a2a2-49a5-b48b-176d6ba87620
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:02:15.917Z
reason:
  Candidate [5] already captures this exact decision: 'Update backtest handler to use the shared historical_store instead of opening a new connection per request'. The new fact is a duplicate with identical content and intent. Supporting context exists in candidates [4] (problem state) and [3] (rationale).

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The backtest handler should be updated to use the shared historical_store instead of opening a new database connection for each request","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 001131bb-be05-4d83-85a3-3f475b99869e
memory_id: 9927f50f-a2a2-49a5-b48b-176d6ba87620
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:02:15.917Z
reason:
  Candidate [3] (ID: 8d54690a) already captures this exact rationale: 'Using a shared historical_store instead of per-request connections improves resource efficiency and reduces connection overhead in the backtest handler'. The new fact is semantically identical, just slightly more general (lacks the 'in the backtest handler' specificity). No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Using a shared historical_store instead of per-request connections reduces connection overhead and improves resource efficiency","type":"rationale","confidence":0.75},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fa35039d-37ff-4b23-bd73-17819d4586c9
memory_id: 8fd073c4-f3dd-4690-8008-8da46a3e2e3f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:05:00.735Z
reason:
  Candidate 4 (ID: 8fd073c4-f3dd-4690-8008-8da46a3e2e3f) already captures the exact same fact: OpenMarketUI frontend design exploration session initiated with frontend-design skill to build out and beautify the website. Candidate 5 provides additional procedural context about the session scope. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"A frontend design exploration session was initiated for the OpenMarketUI website with the goal of building out and beautifying the design","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3c981b09-84cc-4e1f-8d57-18b5134389dd
memory_id: 8fd073c4-f3dd-4690-8008-8da46a3e2e3f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:05:00.736Z
reason:
  Candidate 5 already documents the frontend-design skill invocation for OpenMarketUI website work with more detail (project exploration, beautification goals). New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The frontend-design skill was invoked to guide the OpenMarketUI website design work","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: 678b801e-911a-4376-b004-ee72d6d20fdf
memory_id: 8fd073c4-f3dd-4690-8008-8da46a3e2e3f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:05:00.736Z
reason:
  Candidate 5 (8fd073c4-f3dd-4690-8008-8da46a3e2e3f) already captures this exact information: 'The assistant began by exploring the project structure using Glob to understand the current state of the `/web/` directory.' The new fact is subsumed by the existing, more comprehensive memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Glob tool was used to explore the project structure and understand the current state of the /web/ directory","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c2f5a24f-d3d5-4763-b43b-60246cfd558c
memory_id: 8fd073c4-f3dd-4690-8008-8da46a3e2e3f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:05:00.736Z
reason:
  This fact is already well-covered by existing candidate [5] (OpenMarketUI Frontend Design Exploration Session) and partially by [4] (/web/ Astro landing page). The new fact adds no meaningful new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The /web/ directory contains the OpenMarketUI website codebase that was being assessed for design improvements","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: faec40ff-c5be-4c9a-a15b-32a9d950f6a6
memory_id: ebccc6ee-b727-40ab-aaa8-06227eb11865
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:05:51.501Z
reason:
  Candidate [5] already contains this exact objective statement ('The session was initiated with the goal of creating a distinctive, production-grade frontend interface with a clear aesthetic direction') with additional context about implementation status. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The session objective was to create a distinctive, production-grade frontend interface with a clear aesthetic direction","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 937251b8-498d-40cd-8590-b7d27350f08b
memory_id: ebccc6ee-b727-40ab-aaa8-06227eb11865
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:05:51.501Z
reason:
  New fact is already well-covered by existing candidates, particularly [3] which states 'No implementation changes were made during this session.' Multiple candidates (1, 3, 4, 5) express the same core fact with minor contextual variations. No new information is added.

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


id: 2c319645-aded-4c97-b907-29b45b50d157
memory_id: 1f0e0bbe-8102-4d61-8cd2-56fdcbd42969
event: updated
new_content: Initial codebase exploration was the only work performed during the session
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T21:05:51.501Z
actor_type: pipeline
old_content:
  ## Session Overview This was a brief initialization session where the user greeted and requested a codebase review of the Signetai project. The session attempted to launch an Explore agent to perform a comprehensive review of the project structure, recent commits, and code quality.

reason:
  New fact clarifies session scope: exploration was the only work completed. Existing candidate 2 already covers the initialization and exploration launch; this update adds explicit completion status (exploration-only, no other work).


id: d63320f0-9504-4825-8324-305c832630d1
memory_id: ebccc6ee-b727-40ab-aaa8-06227eb11865
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:05:51.502Z
reason:
  New fact clarifies session scope: exploration was the only work completed. Existing candidate 2 already covers the initialization and exploration launch; this update adds explicit completion status (exploration-only, no other work).

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"1f0e0bbe-8102-4d61-8cd2-56fdcbd42969","targetContent":"## Session Overview This was a brief initialization session where the user greeted and requested a codebase review of the Signetai project. The session attempted to launch an Explore agent to perform a comprehensive review of the project structure, recent commits, and code quality.","confidence":0.9,"fact":{"content":"Initial codebase exploration was the only work performed during the session","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"1f0e0bbe-8102-4d61-8cd2-56fdcbd42969","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 145ad4dc-dffe-498b-a8b9-dc5ab358585b
memory_id: a118cc1e-e253-43da-a6ef-8f1bd4923448
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:07:10.764Z
reason:
  This procedural fact is already well-covered by existing candidates #3 (context-first rationale) and #4 (exploration of site architecture, tech stack, and design aesthetic as foundational steps before implementation). The new fact describes the same methodological approach without adding substantive new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The Astro website redesign work involves analyzing the current Astro setup and component architecture as foundational steps","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 03a8ff35-76a4-4d47-9c9f-c04ffd2140c5
memory_id: a118cc1e-e253-43da-a6ef-8f1bd4923448
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T21:07:10.764Z
actor_type: pipeline
old_content:
  ## Next Steps After understanding the existing structure, the work would involve: - Analyzing current Astro setup and component architecture - Establishing a bold aesthetic direction (typography, color, motion, spatial composition) - Implementing visually striking, cohesive design with intentional creative choices - Avoiding generic "AI slop" aesthetics in favor of distinctive character

new_content:
  The redesign work includes establishing a bold aesthetic direction that encompasses typography, color, motion, and spatial composition

reason:
  New fact confirms and activates the 'establishing a bold aesthetic direction' work previously listed as a next step in candidate [5]. Update should reflect this as current/active work rather than future planning.


id: 3dee9a69-1004-4a00-a52e-41256e7ebf0e
memory_id: a118cc1e-e253-43da-a6ef-8f1bd4923448
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:07:10.766Z
reason:
  New fact confirms and activates the 'establishing a bold aesthetic direction' work previously listed as a next step in candidate [5]. Update should reflect this as current/active work rather than future planning.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"a118cc1e-e253-43da-a6ef-8f1bd4923448","targetContent":"## Next Steps After understanding the existing structure, the work would involve: - Analyzing current Astro setup and component architecture - Establishing a bold aesthetic direction (typography, color, motion, spatial composition) - Implementing visually striking, cohesive design with intentional creative choices - Avoiding generic \"AI slop\" aesthetics in favor of distinctive character","confidence":0.92,"fact":{"content":"The redesign work includes establishing a bold aesthetic direction that encompasses typography, color, motion, and spatial composition","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":"a118cc1e-e253-43da-a6ef-8f1bd4923448","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 91068b36-b35f-4096-9457-f5cda4650e29
memory_id: a118cc1e-e253-43da-a6ef-8f1bd4923448
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:07:10.766Z
reason:
  New fact is already covered by candidate 5 (a118cc1e-e253-43da-a6ef-8f1bd4923448), which explicitly includes 'Implementing visually striking, cohesive design with intentional creative choices' as a stated next step in the design workflow. The new fact reiterates an already-documented design principle without adding new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The design implementation should be visually striking and cohesive with intentional creative choices","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b0a74f07-b18e-40a5-8850-bf73e51b853c
memory_id: a118cc1e-e253-43da-a6ef-8f1bd4923448
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:07:10.766Z
reason:
  Candidate [5] already explicitly states 'Avoiding generic "AI slop" aesthetics in favor of distinctive character' as a core principle. Candidate [2] also captures the same concept. The new fact is a restatement of an existing, well-documented design principle.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Generic 'AI slop' aesthetics are intentionally rejected in the project in favor of designs with distinctive character and personality","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cfc0a800-5def-418b-aea6-f9fba0567fa7
memory_id: a118cc1e-e253-43da-a6ef-8f1bd4923448
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:07:10.766Z
reason:
  Candidate [5] already comprehensively captures this design principle with specific details (bold aesthetic direction, avoiding AI slop, intentional creative choices). The new fact restates the same core rationale at a higher level of abstraction.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The design approach prioritizes avoiding soulless or generic outputs by making bold, intentional creative choices rather than relying on default or algorithmic aesthetics","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 16995bd3-2062-418a-a813-f6986363a0c5
memory_id: e55f99ff-10c9-4b8c-88ca-007f71dc478e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:21:43.174Z
reason:
  Existing memories [4] and [5] already comprehensively cover this race condition. Candidate [4] identifies the exact problem (concurrent PRs #33/#34 triggering simultaneous Release workflows), and candidate [5] details the solution being implemented (concurrency controls, git rebase, version existence checks). The new fact restates the problem at a higher level of abstraction than what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The signetai monorepo's release pipeline contains a race condition that causes version desynchronization when pull requests merge concurrently","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 500f0a78-f46f-41bc-82f8-41ab47f829ad
memory_id: e55f99ff-10c9-4b8c-88ca-007f71dc478e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:21:43.174Z
reason:
  Existing candidate [5] already captures this fact: it documents the simultaneous merge of PRs #33 and #34 in signetai triggering concurrent Release workflows. The new fact is redundant with what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Pull requests #33 and #34 were merged simultaneously into the signetai monorepo, triggering concurrent Release workflow executions","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 72c3c8bb-b9a6-499f-8835-842da86c1405
memory_id: e55f99ff-10c9-4b8c-88ca-007f71dc478e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:21:43.174Z
reason:
  Candidate [5] already captures the CI/CD race condition fix session for the signetai release pipeline. New fact restates the same decision/issue without introducing additional details that would warrant an update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"A fix session was initiated to resolve the CI/CD race condition in the signetai monorepo's release pipeline and prevent version desynchronization","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b8cfdd37-46ca-4b58-a0df-9180600c6a74
memory_id: a8cfd925-6ce8-461f-9168-23f83bf76d22
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:22:39.642Z
reason:
  Candidate [5] already documents that signetai@0.8.3 was published to npm, with additional context about the failed version bump and 403 error. The new fact is a simpler restatement of information already captured in the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"signetai@0.8.3 was published to npm registry","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9debf672-4881-4211-b88d-2e129a0c2593
memory_id: a8cfd925-6ce8-461f-9168-23f83bf76d22
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:22:39.642Z
reason:
  Candidate #2 (a8cfd925-6ce8-461f-9168-23f83bf76d22) already captures this exact issue: version 0.8.3 published to npm but version bump not pushed back to main, leaving main at 0.8.1. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The version bump from 0.8.1 to 0.8.3 was not pushed back to the main branch after npm publication","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e5d04a9b-add0-4225-ac49-8903110299bd
memory_id: a8cfd925-6ce8-461f-9168-23f83bf76d22
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:22:39.642Z
reason:
  Candidate #5 already comprehensively covers this information: it documents the first attempt publishing 0.8.3, the second attempt failing with 403 (version already exists), and the resulting mismatch between npm registry (0.8.3) and main branch (0.8.1). The new fact provides no additional context beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"A second attempt to publish signetai failed with HTTP 403 error because version 0.8.3 already exists in npm registry","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 77ce3e19-ea3b-4fc2-ad1e-4023dd9773ec
memory_id: a8cfd925-6ce8-461f-9168-23f83bf76d22
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:22:39.642Z
reason:
  Candidate [4] already documents this exact version sync issue: npm registry at 0.8.3 while main branch at 0.8.1, with the root cause (failed version bump push and subsequent 403 error). New fact restates existing memory without adding new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"npm registry and main branch are out of sync: npm shows signetai@0.8.3 while main branch contains signetai@0.8.1","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 05bbebf6-bf29-420e-ae13-b38b8fdd5fa9
memory_id: 308d16c2-4d59-483d-a8d6-c254fd68a529
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:24:41.618Z
reason:
  Candidate [5] already documents the implementation plan which explicitly includes bumping to version 0.8.3 as part of Part 1 — Version Synchronization. The new fact simply reiterates what is already captured in the existing procedural memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The release version for this implementation is 0.8.3","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2b492c38-5121-47ae-bc56-64874aaaa1a3
memory_id: 308d16c2-4d59-483d-a8d6-c254fd68a529
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:24:41.618Z
reason:
  Candidate [5] (ID: 308d16c2-4d59-483d-a8d6-c254fd68a529) already explicitly documents this procedural step as part of the 0.8.3 release implementation plan: 'manually bump all package.json files to 0.8.3'. The new fact is a general restatement of this specific documented procedure and adds no new information beyond what's already recorded.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"All package.json files in the monorepo must be manually bumped to version 0.8.3 as part of the release process","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d48bbd9b-1db2-49f5-b9dc-b2265db38b04
memory_id: 308d16c2-4d59-483d-a8d6-c254fd68a529
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:24:41.618Z
reason:
  Candidate 5 (ID: 308d16c2-4d59-483d-a8d6-c254fd68a529) already contains this exact requirement: 'commit with message "chore: release 0.8.3" to match workflow skip filter'. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The release commit must use the message 'chore: release 0.8.3' to match the GitHub Actions workflow skip filter","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1013f257-532a-4e68-9e36-d823f567e70b
memory_id: 308d16c2-4d59-483d-a8d6-c254fd68a529
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T21:24:41.618Z
actor_type: pipeline
old_content:
  Implementation plan covers two parts: **Part 1 — Version Synchronization**: Pull latest commits, manually bump all package.json files to 0.8.3, commit with message "chore: release 0.8.3" to match workflow skip filter, create and push git tag v0.8.3, verify GitHub Release exists.

new_content:
  The commit message format 'chore: release 0.8.3' was chosen because it matches the workflow skip filter that prevents triggering unnecessary CI/CD pipelines on release commits

reason:
  New fact provides the rationale behind the commit message format already mentioned in candidate [5]. Merging adds the purpose (preventing unnecessary CI/CD pipeline triggers) to make the decision reasoning complete and self-contained.


id: 23059991-51c5-4513-a696-3d9ce4169a6f
memory_id: 308d16c2-4d59-483d-a8d6-c254fd68a529
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:24:41.619Z
reason:
  New fact provides the rationale behind the commit message format already mentioned in candidate [5]. Merging adds the purpose (preventing unnecessary CI/CD pipeline triggers) to make the decision reasoning complete and self-contained.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"308d16c2-4d59-483d-a8d6-c254fd68a529","targetContent":"Implementation plan covers two parts: **Part 1 — Version Synchronization**: Pull latest commits, manually bump all package.json files to 0.8.3, commit with message \"chore: release 0.8.3\" to match workflow skip filter, create and push git tag v0.8.3, verify GitHub Release exists.","confidence":0.85,"fact":{"content":"The commit message format 'chore: release 0.8.3' was chosen because it matches the workflow skip filter that prevents triggering unnecessary CI/CD pipelines on release commits","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":8,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"308d16c2-4d59-483d-a8d6-c254fd68a529","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ecc865c5-03d9-449e-84c9-c50e05f76d12
memory_id: 308d16c2-4d59-483d-a8d6-c254fd68a529
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:24:41.620Z
reason:
  Candidate [4] (ID: 308d16c2-4d59-483d-a8d6-c254fd68a529) already explicitly captures this requirement: 'create and push git tag v0.8.3' as part of the Part 1 Version Synchronization implementation plan. The new fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A git tag named 'v0.8.3' must be created and pushed to the repository as part of the version synchronization process","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f0ba5810-47e9-47cf-b9f8-f6576d2072b7
memory_id: 308d16c2-4d59-483d-a8d6-c254fd68a529
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:24:41.620Z
reason:
  Candidate [3] already includes 'verify GitHub Release exists' as part of the implementation plan for v0.8.3 release. The new fact restates this same requirement with slightly more procedural emphasis but doesn't add new information beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"GitHub Release existence must be verified after creating and pushing the git tag v0.8.3","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 21664d70-e74f-484e-93dc-631ab290afad
memory_id: a4780232-05ec-4a27-87df-c667ce5af22c
event: created
changed_by: pipeline-v2
created_at: 2026-02-27T21:24:41.620Z
new_content:
  The implementation plan is divided into two parts, with Part 1 covering version synchronization tasks

reason:
  New fact describes the overall structure of an implementation plan (two parts, Part 1 for version sync). Existing candidates reference specific implementation plan steps or workflows but don't capture this structural breakdown. No existing memory directly covers the plan's division into parts.

metadata:
  {"proposedAction":"add","sourceMemoryId":"308d16c2-4d59-483d-a8d6-c254fd68a529","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: 59945bea-a1a7-41ab-8a3c-591abc6a65d8
memory_id: 308d16c2-4d59-483d-a8d6-c254fd68a529
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:24:41.620Z
reason:
  New fact describes the overall structure of an implementation plan (two parts, Part 1 for version sync). Existing candidates reference specific implementation plan steps or workflows but don't capture this structural breakdown. No existing memory directly covers the plan's division into parts.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The implementation plan is divided into two parts, with Part 1 covering version synchronization tasks","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":5,"createdMemoryId":"a4780232-05ec-4a27-87df-c667ce5af22c","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1a69d68a-7474-48bd-adcc-a5832b2eea64
memory_id: 0302241a-a6ca-40fc-93c7-5dd7c9404417
event: updated
new_content: Latest commits must be pulled before beginning the manual version bump and release process
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T21:24:41.621Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 277 characters]

reason:
  New fact is the procedural solution to the problem described in candidate #3. After CI pushes to main, the local repo falls behind. The new fact captures the required manual step (pull before version bump) that follows this scenario. These should be merged into a complete context: problem + procedure.


id: 4bdd2875-00e3-4959-8ef7-b0f6ff46e326
memory_id: 308d16c2-4d59-483d-a8d6-c254fd68a529
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:24:41.621Z
reason:
  New fact is the procedural solution to the problem described in candidate #3. After CI pushes to main, the local repo falls behind. The new fact captures the required manual step (pull before version bump) that follows this scenario. These should be merged into a complete context: problem + procedure.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"0302241a-a6ca-40fc-93c7-5dd7c9404417","targetContent":"## Post-Push Auto-Pull Hook Implementation The session began with a plan to eliminate manual `git pull` after pushing to main. The GitHub Actions `release.yml` workflow automatically bumps versions, generates changelogs, and pushes back, leaving the local repo 1 commit behind.","confidence":0.85,"fact":{"content":"Latest commits must be pulled before beginning the manual version bump and release process","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"0302241a-a6ca-40fc-93c7-5dd7c9404417","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8b66e746-19d5-41fb-ad06-0c7d8f464078
memory_id: 40d6e0c8-642d-4f75-9691-61c7c64163a8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:25:31.562Z
reason:
  Candidate [5] already explicitly documents this exact solution: 'Add concurrency controls to release.yml (group: release-pipeline with cancel-in-progress: true)' as part of the Workflow Hardening section. New fact is a duplicate of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The release.yml GitHub Actions workflow should implement concurrency controls using group 'release-pipeline' with cancel-in-progress: true to prevent concurrent release executions","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f063c5cb-2777-4a98-bed6-f5e2087c5cd2
memory_id: 40d6e0c8-642d-4f75-9691-61c7c64163a8
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T21:25:31.562Z
actor_type: pipeline
old_content:
  **Part 2 — Workflow Hardening**: Add concurrency controls to release.yml (group: release-pipeline with cancel-in-progress: true), add git pull --rebase before push step, implement version existence check before npm publish to prevent re-publishing already-released versions.

new_content:
  A 'git pull --rebase' step should be added to release.yml before the npm publish step to synchronize with upstream changes before pushing

reason:
  New fact refines the placement of git pull --rebase to occur specifically before npm publish (not before push step). This provides a more precise location in the workflow sequence and represents implementation clarification of the same hardening work already documented in the candidate.


id: b7e840aa-0b00-4186-b03e-f4c48cbc51b3
memory_id: 40d6e0c8-642d-4f75-9691-61c7c64163a8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:25:31.564Z
reason:
  New fact refines the placement of git pull --rebase to occur specifically before npm publish (not before push step). This provides a more precise location in the workflow sequence and represents implementation clarification of the same hardening work already documented in the candidate.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"40d6e0c8-642d-4f75-9691-61c7c64163a8","targetContent":"**Part 2 — Workflow Hardening**: Add concurrency controls to release.yml (group: release-pipeline with cancel-in-progress: true), add git pull --rebase before push step, implement version existence check before npm publish to prevent re-publishing already-released versions.","confidence":0.85,"fact":{"content":"A 'git pull --rebase' step should be added to release.yml before the npm publish step to synchronize with upstream changes before pushing","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"40d6e0c8-642d-4f75-9691-61c7c64163a8","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 593f40ba-a043-45c5-9033-015020d3e5d6
memory_id: 40d6e0c8-642d-4f75-9691-61c7c64163a8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T21:25:31.564Z
reason:
  This procedural fact is already covered in candidate [5] (ID: 40d6e0c8...), which explicitly documents 'implement version existence check before npm publish to prevent re-publishing already-released versions' as part of the workflow hardening initiative.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A version existence check should be implemented before npm publish in release.yml to prevent re-publishing already-released versions","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4a2c0bfb-2e7e-475d-81c3-8b2e58c0b0de
memory_id: 8a08a460-a07a-45ff-97b2-b7afc54e16ea
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:36:26.054Z
reason:
  New fact is already well-covered by existing memories. Candidate 2 directly describes the 5-step research automation chain for a freelance client project, with detailed architecture in candidates 3-5 covering input/output, flow, and implementation status.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A 5-step research automation chain is being designed for a freelance client project","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: f7a1885e-9dc0-471b-98f4-98623be1ceb9
memory_id: e9157154-e3be-4d4d-b462-4959bdcbd1a0
event: deleted
old_content: No architectural decisions were made during this session
changed_by: pipeline-v2
metadata: {"force":false,"ifVersion":null}
created_at: 2026-02-27T22:36:26.054Z
actor_type: pipeline
reason:
  New fact states design effort includes planning and architecture sessions, directly contradicting the existing memory that no architectural decisions were made


id: fad674b6-ebc0-4061-97f3-062986bbef02
memory_id: 8a08a460-a07a-45ff-97b2-b7afc54e16ea
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:36:26.054Z
reason:
  New fact states design effort includes planning and architecture sessions, directly contradicting the existing memory that no architectural decisions were made

metadata:
  {"shadow":false,"proposedAction":"delete","targetMemoryId":"e9157154-e3be-4d4d-b462-4959bdcbd1a0","targetContent":"No architectural decisions were made during this session","confidence":0.85,"fact":{"content":"The design effort includes planning and architecture sessions","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":"e9157154-e3be-4d4d-b462-4959bdcbd1a0","dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9be7c1f3-7971-40f9-a66e-1b55662c6f85
memory_id: 31f49206-011d-47c5-98a4-1a7dc0ad2ab9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:37:51.291Z
reason:
  Candidate [4] already explicitly documents that 'The chain takes a biological mechanism + ingredient list as input' as part of describing the complete flow. The new fact is a direct subset of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The chain accepts a biological mechanism and ingredient list as input parameters","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6dc7f360-1a3a-43ec-b739-a98c7ccc43a5
memory_id: 31f49206-011d-47c5-98a4-1a7dc0ad2ab9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:37:51.291Z
reason:
  This procedural fact is already well-covered by existing memories, particularly candidate [4] which explicitly states 'runs through sequential research prompts using MCP-based search' and candidate [5] which documents the step-by-step sequential architecture. The new fact adds no novel information beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The chain executes sequential research prompts to process its inputs","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 712f9450-5f56-48cc-8c3b-df0733a15fe3
memory_id: 31f49206-011d-47c5-98a4-1a7dc0ad2ab9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:37:51.291Z
reason:
  Existing candidate [4] already explicitly states the chain uses MCP-based search (PubMed + Brave Search) as part of its research mechanism. New fact adds no new information beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The chain uses MCP-based search as its research mechanism","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ebcd8aba-c9dc-4494-b7ad-b9c348fbe15f
memory_id: 31f49206-011d-47c5-98a4-1a7dc0ad2ab9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:37:51.291Z
reason:
  Candidate [5] already documents MCP-based search integration with PubMed explicitly: 'runs through sequential research prompts using MCP-based search (PubMed + Brave Search)'. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The MCP-based search integration includes PubMed for biomedical literature queries","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e91fec1b-6a89-48d3-a7a1-981bce07c735
memory_id: 34b6fd15-1487-4b1a-b716-6e7e94d830d6
event: created
new_content: The MCP-based search integration includes Brave Search for general web search
changed_by: pipeline-v2
created_at: 2026-02-27T22:37:51.291Z
reason:
  New fact about Brave Search MCP integration for general web search. Existing memories cover skills search (skills.sh + ClawHub unified search) and internal search infrastructure, but don't mention Brave Search or general web search capabilities. This is complementary but distinct knowledge.

metadata:
  {"proposedAction":"add","sourceMemoryId":"31f49206-011d-47c5-98a4-1a7dc0ad2ab9","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: bcf03f5e-5518-4f97-864c-af0cb36b5d50
memory_id: 31f49206-011d-47c5-98a4-1a7dc0ad2ab9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:37:51.291Z
reason:
  New fact about Brave Search MCP integration for general web search. Existing memories cover skills search (skills.sh + ClawHub unified search) and internal search infrastructure, but don't mention Brave Search or general web search capabilities. This is complementary but distinct knowledge.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The MCP-based search integration includes Brave Search for general web search","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":"34b6fd15-1487-4b1a-b716-6e7e94d830d6","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 321ea983-0464-42b1-9795-30893b858cf7
memory_id: 31f49206-011d-47c5-98a4-1a7dc0ad2ab9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:37:51.292Z
reason:
  Candidate [4] already explicitly states the chain 'produces a formatted markdown evidence report' as part of its comprehensive description of the evidence chain workflow. New fact is fully covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The chain produces a formatted markdown evidence report as its final output","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ccaa93e2-d63a-4222-b1f4-453c173d8f00
memory_id: c9fa62c5-a820-487c-bdcf-08360dfa8ab9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:38:43.851Z
reason:
  Candidate [3] already captures this fact with greater specificity: '5 agents process one step each' with implementation details (tmp/step-N.md handoffs, output structure). New fact is identical in substance, no new information to add or refine.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The system uses 5 agents in a sequential pipeline architecture where each agent processes exactly one step","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a4b03081-f4bd-4662-a571-49c5c79926ab
memory_id: c9fa62c5-a820-487c-bdcf-08360dfa8ab9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:38:43.851Z
reason:
  This fact is already fully covered by existing memory c9fa62c5. The candidate explicitly documents that agents read/write to `tmp/step-N.md` for inter-step handoffs across the 5-step process.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"c9fa62c5-a820-487c-bdcf-08360dfa8ab9","targetContent":"Key architectural decision: each of 5 agents processes one step, reading/writing to `tmp/step-N.md` for inter-step handoffs, with final output to `output/[mechanism-slug].md`.","confidence":1,"fact":{"content":"Inter-agent data handoffs are managed via markdown files at `tmp/step-N.md` where N is the step number (1-5)","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 21bbe831-4ddb-42ea-be84-80eb0ff99316
memory_id: c9fa62c5-a820-487c-bdcf-08360dfa8ab9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:38:43.851Z
reason:
  Candidate [3] already explicitly states the final output location: 'with final output to `output/[mechanism-slug].md`'. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Final mechanism output is written to `output/[mechanism-slug].md` after all agents complete their respective steps","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: 64e39c5d-1acd-4a44-8407-541f8f637d6d
memory_id: 5f654a88-3d8d-4b35-ba63-56b13e86eb65
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:40:41.162Z
reason:
  Candidate [5] already contains the exact pipeline sequence with implementation details. New fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The processing pipeline consists of five sequential steps flowing in order: step1-resolver → step2-mechanism → step3-ingredients → step4-scorer → step5-formatter","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7cd5eaca-cb3b-4a46-8984-2eb6b82d87c8
memory_id: 5f654a88-3d8d-4b35-ba63-56b13e86eb65
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:40:41.162Z
reason:
  Candidate [5] already documents step1-resolver's role as placeholder resolution in the pipeline chain. The new fact is a subset of existing memory that provides more comprehensive context about the entire pipeline flow.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"step1-resolver performs placeholder resolution in the pipeline","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a86c89b0-4719-409d-adda-5b51bd0a0297
memory_id: 5f654a88-3d8d-4b35-ba63-56b13e86eb65
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:40:41.162Z
reason:
  Candidate [5] already explicitly documents the full architecture flow including 'step2-mechanism (PubMed search)'. The new fact is a component detail already contained within that comprehensive architecture memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"step2-mechanism performs PubMed search operations","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9e5d7b65-98bf-4f72-9daa-7e6b81b59fb8
memory_id: 5f654a88-3d8d-4b35-ba63-56b13e86eb65
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:40:41.162Z
reason:
  New fact is already captured in candidate [5], which explicitly documents the architecture flow including 'step3-ingredients (PubMed search)' as part of the research chain pipeline.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"step3-ingredients performs PubMed search operations","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: af87082d-faaa-4194-8e6d-c77928a78d13
memory_id: 5f654a88-3d8d-4b35-ba63-56b13e86eb65
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:40:41.162Z
reason:
  Candidate [5] already documents this exact fact: 'step4-scorer (ranking, no search)' is explicitly stated in the architecture chain description. New fact is redundant with existing procedural memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"step4-scorer performs ranking operations without executing external searches","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6cd16b5a-3c55-4acb-850a-1c76ff237df1
memory_id: 5f654a88-3d8d-4b35-ba63-56b13e86eb65
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:40:41.162Z
reason:
  Candidate [5] already documents the exact same information: 'step5-formatter (compilation, no search)'. The new fact is a restatement of existing memory with no additional detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"step5-formatter performs output compilation without executing external searches","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e93cfcd9-1508-4c88-a2d7-14c090fdf118
memory_id: 5f654a88-3d8d-4b35-ba63-56b13e86eb65
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:40:41.162Z
reason:
  Candidate [2] already contains this exact information: 'Client provided raw prompt templates, sample inputs, and reference output; implementation wires existing prompts together rather than creating new ones.' The fact is comprehensively covered in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The client provided raw prompt templates, sample input examples, and reference output for the implementation","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: dbdfc286-cc80-4c5c-8cac-46f242e17da9
memory_id: 5f654a88-3d8d-4b35-ba63-56b13e86eb65
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:40:41.162Z
reason:
  Candidate [4] already contains this exact decision: 'implementation wires existing prompts together rather than creating new ones.' The new fact is subsumed within the existing architecture overview memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The implementation approach is to wire together existing client-provided prompts rather than creating new prompt templates from scratch","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":13,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 351e96b5-6028-47c8-885e-ae96f4f0dd98
memory_id: f5717471-a038-4dc8-8b57-e54b2e1f03c8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:41:29.687Z
reason:
  New fact is already captured in candidate [4], which explicitly states: 'Agents 2-3 use PubMed MCP tools for real study retrieval; no training-data hallucination.' No additional information to merge.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"f5717471-a038-4dc8-8b57-e54b2e1f03c8","targetContent":"### Critical Design Decisions - **MCP Search Integration**: Agents 2-3 use PubMed MCP tools for real study retrieval; no training-data hallucination. Brave Search as fallback when PubMed insufficient.","confidence":0.95,"fact":{"content":"Agents 2-3 use PubMed MCP tools to retrieve real studies instead of relying on training data for study information","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0a7d384c-68eb-487d-b232-2c3779a0ac1f
memory_id: f5717471-a038-4dc8-8b57-e54b2e1f03c8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:41:29.687Z
reason:
  Candidate [3] already explicitly states 'Brave Search as fallback when PubMed insufficient' which directly covers this procedural fact. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Brave Search is configured as a fallback search strategy when PubMed MCP tools provide insufficient results","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 680db677-27a4-4dfb-bcea-fb942590ec33
memory_id: f5717471-a038-4dc8-8b57-e54b2e1f03c8
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T22:41:29.687Z
actor_type: pipeline
old_content:
  ### Critical Design Decisions - **MCP Search Integration**: Agents 2-3 use PubMed MCP tools for real study retrieval; no training-data hallucination. Brave Search as fallback when PubMed insufficient.

new_content:
  The decision to use PubMed MCP tools with Brave Search fallback was made to prevent training-data hallucination in study retrieval tasks

reason:
  New fact provides explicit rationale for an existing decision already documented in candidate [5]. Both cover the same PubMed MCP + Brave Search fallback choice. Should merge to create a more complete record: decision + rationale.


id: e614fd51-4e1b-4d76-bbeb-b7fcdf31d8ad
memory_id: f5717471-a038-4dc8-8b57-e54b2e1f03c8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:41:29.688Z
reason:
  New fact provides explicit rationale for an existing decision already documented in candidate [5]. Both cover the same PubMed MCP + Brave Search fallback choice. Should merge to create a more complete record: decision + rationale.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"f5717471-a038-4dc8-8b57-e54b2e1f03c8","targetContent":"### Critical Design Decisions - **MCP Search Integration**: Agents 2-3 use PubMed MCP tools for real study retrieval; no training-data hallucination. Brave Search as fallback when PubMed insufficient.","confidence":0.92,"fact":{"content":"The decision to use PubMed MCP tools with Brave Search fallback was made to prevent training-data hallucination in study retrieval tasks","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"f5717471-a038-4dc8-8b57-e54b2e1f03c8","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 76fb9428-c50f-4f4e-9b3d-eab93a35435f
memory_id: 770f6e78-2c56-4a5a-9756-05bf87383db6
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:42:48.435Z
reason:
  Candidate [5] already contains identical citation standards: never cite without real DOI, never fabricate quotes, always verify statistical significance. New fact is fully covered by existing procedural rule.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Citation standards are globally enforced across all agents with three mandatory rules: (1) never cite without a real DOI, (2) never fabricate quotes, (3) always verify statistical significance","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d3147680-c8c3-457d-90a5-3a873c9e24f9
memory_id: 770f6e78-2c56-4a5a-9756-05bf87383db6
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:42:48.435Z
reason:
  Existing candidate [5] (ID: 770f6e78...) already explicitly documents this in its Tool Assignments section: 'Step1 (reasoning only)'. The new fact is fully covered by the existing rule.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Step1 of the multi-step process uses reasoning only without search tool access","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 28275817-18ab-4a01-acef-7df557d55094
memory_id: 43875cfd-513f-4dcf-aa74-e0fc73c219e8
event: created
new_content: Steps 2-3 of the process have search-enabled tool access
changed_by: pipeline-v2
created_at: 2026-02-27T22:42:48.435Z
reason:
  New fact is too vague to confidently match existing memories. It references 'steps 2-3 of the process' without specifying which process (could relate to candidate [4]'s unified search execution order, but lacks sufficient context for a confident update). Should be stored separately and clarified in future interactions.

metadata:
  {"proposedAction":"add","sourceMemoryId":"770f6e78-2c56-4a5a-9756-05bf87383db6","decisionConfidence":0.45,"factConfidence":0.95,"extractionModel":"haiku"}


id: 37e55eee-99af-4fbc-9e20-4045f0fd1001
memory_id: 770f6e78-2c56-4a5a-9756-05bf87383db6
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:42:48.435Z
reason:
  New fact is too vague to confidently match existing memories. It references 'steps 2-3 of the process' without specifying which process (could relate to candidate [4]'s unified search execution order, but lacks sufficient context for a confident update). Should be stored separately and clarified in future interactions.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.45,"fact":{"content":"Steps 2-3 of the process have search-enabled tool access","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":7,"createdMemoryId":"43875cfd-513f-4dcf-aa74-e0fc73c219e8","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0f499868-b2e5-4f62-9dc4-c9bfb0929013
memory_id: 7684d1b9-7478-40a4-8df7-3ac96ba121d6
event: created
new_content: Step4 uses Brave as a fallback search tool only
changed_by: pipeline-v2
created_at: 2026-02-27T22:42:48.436Z
reason:
  New procedural fact about Step4's general search behavior (Brave as fallback). Candidate [2] is specific to study retrieval with PubMed, candidate [1] is an incident report. This is a distinct general principle that should be stored separately.

metadata:
  {"proposedAction":"add","sourceMemoryId":"770f6e78-2c56-4a5a-9756-05bf87383db6","decisionConfidence":0.85,"factConfidence":0.95,"extractionModel":"haiku"}


id: f84b9eb1-a5d0-4e9f-a0ff-2b8a8b6b68aa
memory_id: 770f6e78-2c56-4a5a-9756-05bf87383db6
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:42:48.436Z
reason:
  New procedural fact about Step4's general search behavior (Brave as fallback). Candidate [2] is specific to study retrieval with PubMed, candidate [1] is an incident report. This is a distinct general principle that should be stored separately.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Step4 uses Brave as a fallback search tool only","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":7,"createdMemoryId":"7684d1b9-7478-40a4-8df7-3ac96ba121d6","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7e29bfcf-c4fb-46a4-80f8-8d33d211ccfc
memory_id: cdce07d1-537c-43d8-b210-b2730eb72739
event: created
new_content: Step5 uses compilation as the designated tool
changed_by: pipeline-v2
created_at: 2026-02-27T22:42:48.437Z
reason:
  New procedural fact about Step5's designated tool has no match in existing candidates. Candidate 1 mentions compilation but refers to artifact conversion, not a procedural workflow step. Other candidates cover unrelated topics (codebase review, architecture refactoring, documentation). This is a discrete procedural workflow note that should be stored separately.

metadata:
  {"proposedAction":"add","sourceMemoryId":"770f6e78-2c56-4a5a-9756-05bf87383db6","decisionConfidence":0.85,"factConfidence":0.95,"extractionModel":"haiku"}


id: 316cc6ee-0e1c-441f-a882-d3b8dbe92753
memory_id: 770f6e78-2c56-4a5a-9756-05bf87383db6
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:42:48.437Z
reason:
  New procedural fact about Step5's designated tool has no match in existing candidates. Candidate 1 mentions compilation but refers to artifact conversion, not a procedural workflow step. Other candidates cover unrelated topics (codebase review, architecture refactoring, documentation). This is a discrete procedural workflow note that should be stored separately.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Step5 uses compilation as the designated tool","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":7,"createdMemoryId":"cdce07d1-537c-43d8-b210-b2730eb72739","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6ecea51e-62fb-4220-8966-44445e4958a2
memory_id: cead8a48-cff9-462d-8067-a6ac2b4d3b4c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:43:29.692Z
reason:
  Candidate [4] already captures this exact procedural detail: 'Step agents write full intermediate outputs'. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"cead8a48-cff9-462d-8067-a6ac2b4d3b4c","targetContent":"- **Output Format**: Step agents write full intermediate outputs; orchestrator skill reads previous steps sequentially and maintains clean context.","confidence":0.95,"fact":{"content":"Step agents write full intermediate outputs as part of their execution workflow","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: 72850d5f-5008-48ff-92ac-8856cafc8333
memory_id: cead8a48-cff9-462d-8067-a6ac2b4d3b4c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:43:29.692Z
reason:
  Candidate [5] (cead8a48...) already states 'orchestrator skill reads previous steps sequentially and maintains clean context.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The orchestrator skill reads previous steps sequentially to process workflow state","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: 9603f160-8b83-498b-98d9-496f585ad759
memory_id: cead8a48-cff9-462d-8067-a6ac2b4d3b4c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:43:29.693Z
reason:
  Candidate [2] already captures this exact detail: 'orchestrator skill reads previous steps sequentially and maintains clean context.' The new fact adds no novel information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The orchestrator skill maintains clean context by reading outputs sequentially rather than in parallel","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: 8eeb5b63-995a-4c0b-b852-df0d4e63335b
memory_id: 5597cbd8-c31e-466b-9e78-8e22ad0e3ecf
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:45:19.318Z
reason:
  Candidate [2] already documents the exact same structure: `.claude/` containing skills, agents, and rules. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The project structure organizes configuration and agent settings in a `.claude/` directory that contains skills, agents, and rules","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e57d03e6-cf3b-4e72-9e7d-8fa1ec532cfe
memory_id: 5597cbd8-c31e-466b-9e78-8e22ad0e3ecf
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:45:19.318Z
reason:
  Candidate [3] already contains this exact information in its project layout description: '`prompts/` (5 client-provided templates split into individual files)'. The new fact is fully covered and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Client-provided prompt templates are stored in a `prompts/` directory and split into individual files (5 templates total)","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: dff71d5b-a8ac-46d4-b002-a7fb22f015d5
memory_id: 467ad151-8307-4154-880b-2fd619033aa8
event: created
new_content: Input data samples are documented in a `samples.md` file within the project
changed_by: pipeline-v2
created_at: 2026-02-27T22:45:19.318Z
reason:
  New fact is procedural documentation about project-specific file location (samples.md). No existing candidates reference or cover this resource. Should be stored as new memory for future reference.

metadata:
  {"proposedAction":"add","sourceMemoryId":"5597cbd8-c31e-466b-9e78-8e22ad0e3ecf","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 6fd136af-487b-4552-8e8b-7b6361e340f6
memory_id: 5597cbd8-c31e-466b-9e78-8e22ad0e3ecf
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:45:19.318Z
reason:
  New fact is procedural documentation about project-specific file location (samples.md). No existing candidates reference or cover this resource. Should be stored as new memory for future reference.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Input data samples are documented in a `samples.md` file within the project","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":9,"createdMemoryId":"467ad151-8307-4154-880b-2fd619033aa8","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d6845f1d-a618-4f20-a943-c077a0136310
memory_id: 5597cbd8-c31e-466b-9e78-8e22ad0e3ecf
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:45:19.319Z
reason:
  Candidate [5] already documents `sample-output.md` (reference) as part of the project file structure. The new fact provides procedural detail about its purpose (comparison and validation), but this is adequately implied by describing it as a 'reference' file in the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Reference output examples are provided in a `sample-output.md` file for comparison and validation","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: be5a5c30-a8db-4be2-8d5f-3036040ea051
memory_id: cd6ef59b-7db4-4f07-9e23-891a372212aa
event: created
changed_by: pipeline-v2
created_at: 2026-02-27T22:45:19.319Z
new_content:
  Intermediate artifacts and handoff data between pipeline steps are stored in a `tmp/` directory that is added to .gitignore

reason:
  New procedural fact about pipeline artifact storage location and .gitignore configuration. No existing memory covers this specific implementation detail. Candidate [3] is a session note, not a reusable procedural fact.

metadata:
  {"proposedAction":"add","sourceMemoryId":"5597cbd8-c31e-466b-9e78-8e22ad0e3ecf","decisionConfidence":0.9,"factConfidence":0.95,"extractionModel":"haiku"}


id: 59f665b2-583c-4b3f-9588-b2cde2a7e617
memory_id: 5597cbd8-c31e-466b-9e78-8e22ad0e3ecf
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:45:19.319Z
reason:
  New procedural fact about pipeline artifact storage location and .gitignore configuration. No existing memory covers this specific implementation detail. Candidate [3] is a session note, not a reusable procedural fact.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Intermediate artifacts and handoff data between pipeline steps are stored in a `tmp/` directory that is added to .gitignore","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":9,"createdMemoryId":"cd6ef59b-7db4-4f07-9e23-891a372212aa","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f26911e4-6f2d-4d16-a0a1-4f138918e90c
memory_id: 5597cbd8-c31e-466b-9e78-8e22ad0e3ecf
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:45:19.320Z
reason:
  Existing candidate already captures that output is stored in `output/` directory. New fact is redundant with minor context addition ('final generated reports')

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Final generated reports are stored in an `output/` directory","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 75cadd24-4345-462f-88da-5061b33e5f11
memory_id: a2a6654c-5380-497e-ae57-316b2505f2f1
event: created
new_content: A `HANDOFF.md` file provides non-technical user documentation and usage guidance for the project
changed_by: pipeline-v2
created_at: 2026-02-27T22:45:19.320Z
reason:
  New fact about HANDOFF.md as non-technical user documentation. While candidate [1] lists documentation files, it focuses on paths/locations. Since the new fact doesn't specify where HANDOFF.md lives and describes a specific role (non-technical usage guidance), it's better stored as a standalone procedural fact that can be referenced independently.

metadata:
  {"proposedAction":"add","sourceMemoryId":"5597cbd8-c31e-466b-9e78-8e22ad0e3ecf","decisionConfidence":0.85,"factConfidence":0.95,"extractionModel":"haiku"}


id: 14154a35-cd60-4774-81d2-56caf4c2fcbd
memory_id: 5597cbd8-c31e-466b-9e78-8e22ad0e3ecf
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:45:19.320Z
reason:
  New fact about HANDOFF.md as non-technical user documentation. While candidate [1] lists documentation files, it focuses on paths/locations. Since the new fact doesn't specify where HANDOFF.md lives and describes a specific role (non-technical usage guidance), it's better stored as a standalone procedural fact that can be referenced independently.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"A `HANDOFF.md` file provides non-technical user documentation and usage guidance for the project","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":9,"createdMemoryId":"a2a6654c-5380-497e-ae57-316b2505f2f1","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bf7f996d-16de-48f5-b2be-1522284bca1d
memory_id: 5597cbd8-c31e-466b-9e78-8e22ad0e3ecf
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:45:19.321Z
reason:
  New fact is already covered by existing candidates: [2] explicitly states CLAUDE.md contains project instructions, and [1] shows CLAUDE.md as part of the agent profile architecture. The general statement about CLAUDE.md's purpose is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"A `CLAUDE.md` file contains project-specific instructions and guidelines for agents","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 722e45f5-5661-4c03-9d81-46680ade908c
memory_id: 4aafbc19-ee61-481a-a30f-b9acd6f8bc53
event: updated
old_content: Architecture exploration for the current project is in early stages
new_content: Open Threads Implementation project has completed the plan phase
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T22:47:09.778Z
actor_type: pipeline
reason:
  New fact indicates the plan phase is complete, directly superseding the existing 'early stages' characterization of architecture exploration. Update candidate [1] to reflect that planning and architecture exploration are now complete, with the project ready to move into implementation phases.


id: 7cd16fd4-ab0a-4b0f-a02d-3846dc9d0455
memory_id: 5f56bc36-41df-48c3-8625-824c947b9dc8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:47:09.779Z
reason:
  New fact indicates the plan phase is complete, directly superseding the existing 'early stages' characterization of architecture exploration. Update candidate [1] to reflect that planning and architecture exploration are now complete, with the project ready to move into implementation phases.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"4aafbc19-ee61-481a-a30f-b9acd6f8bc53","targetContent":"Architecture exploration for the current project is in early stages","confidence":0.95,"fact":{"content":"Open Threads Implementation project has completed the plan phase","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":"4aafbc19-ee61-481a-a30f-b9acd6f8bc53","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bd15c2c3-9f5b-4c0f-af3d-751261271ec8
memory_id: 5f56bc36-41df-48c3-8625-824c947b9dc8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:47:09.779Z
reason:
  New fact is already well-covered by existing memories, particularly [1] (no implementation work performed yet), [4] (no implementation completed in session), and [5] (no code changes made yet). All convey that planning is done but implementation has not started.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Open Threads Implementation project implementation has not yet started","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5c110f9e-942e-4a54-8ed5-4d6e90922aef
memory_id: 5f56bc36-41df-48c3-8625-824c947b9dc8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:47:09.779Z
reason:
  Existing memory [5] already documents the Open Threads Implementation plan with specific next steps including 'create 5 agent files' as the first phase after plan completion. The new fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"5f56bc36-41df-48c3-8625-824c947b9dc8","targetContent":"### Open Threads Implementation not yet started—plan phase complete. Next: create 5 agent files, orchestrator skill, split prompts into separate files, configure MCP servers, write rules and handoff docs, then end-to-end test with sample mechanism.","confidence":0.95,"fact":{"content":"The next phase of Open Threads Implementation requires creating 5 agent files","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8bda0a63-510a-4d81-a14e-83f111e070d3
memory_id: 5f56bc36-41df-48c3-8625-824c947b9dc8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:47:09.779Z
reason:
  Existing candidate [1] already explicitly lists 'orchestrator skill' as part of the next phase steps for Open Threads Implementation. The new fact adds no new information and is fully covered by the detailed plan already in memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The next phase of Open Threads Implementation requires creating an orchestrator skill","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e6f9ec59-61f5-4eac-b187-60ff30b7ba56
memory_id: 11deb12a-2978-4f6c-9b1f-405ddd41e050
event: created
new_content: The next phase of Open Threads Implementation requires splitting prompts into separate files
changed_by: pipeline-v2
created_at: 2026-02-27T22:47:09.779Z
reason:
  New procedural fact about Open Threads Implementation is distinct from general prompt rules in existing candidate. No overlap or contradiction detected.

metadata:
  {"proposedAction":"add","sourceMemoryId":"5f56bc36-41df-48c3-8625-824c947b9dc8","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"haiku"}


id: e4e576bd-ec7f-4eb0-986d-f031135097bf
memory_id: 5f56bc36-41df-48c3-8625-824c947b9dc8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:47:09.779Z
reason:
  New procedural fact about Open Threads Implementation is distinct from general prompt rules in existing candidate. No overlap or contradiction detected.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The next phase of Open Threads Implementation requires splitting prompts into separate files","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":"11deb12a-2978-4f6c-9b1f-405ddd41e050","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bc6249c4-28e3-4ea3-a8d5-ddf31fc02f42
memory_id: 5f56bc36-41df-48c3-8625-824c947b9dc8
event: updated
new_content: The next phase of Open Threads Implementation requires configuring MCP servers
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T22:47:09.779Z
actor_type: pipeline
old_content:
  ### Open Threads Implementation not yet started—plan phase complete. Next: create 5 agent files, orchestrator skill, split prompts into separate files, configure MCP servers, write rules and handoff docs, then end-to-end test with sample mechanism.

reason:
  New fact specifies that MCP server configuration is the immediate next phase for Open Threads Implementation. [5] already mentions MCP configuration in a list of next steps, but the new fact clarifies priority—MCP setup should be the next immediate phase. Update [5] to reflect this sequencing.


id: 44acb837-eb4c-4ac1-94a3-f94600cd2646
memory_id: 5f56bc36-41df-48c3-8625-824c947b9dc8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:47:09.780Z
reason:
  New fact specifies that MCP server configuration is the immediate next phase for Open Threads Implementation. [5] already mentions MCP configuration in a list of next steps, but the new fact clarifies priority—MCP setup should be the next immediate phase. Update [5] to reflect this sequencing.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"5f56bc36-41df-48c3-8625-824c947b9dc8","targetContent":"### Open Threads Implementation not yet started—plan phase complete. Next: create 5 agent files, orchestrator skill, split prompts into separate files, configure MCP servers, write rules and handoff docs, then end-to-end test with sample mechanism.","confidence":0.85,"fact":{"content":"The next phase of Open Threads Implementation requires configuring MCP servers","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":"5f56bc36-41df-48c3-8625-824c947b9dc8","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ed02a072-12b6-465a-bad0-6a235f905101
memory_id: 5f56bc36-41df-48c3-8625-824c947b9dc8
event: updated
old_content: The next phase of Open Threads Implementation requires configuring MCP servers
new_content: The next phase of Open Threads Implementation requires writing rules and handoff documentation
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T22:47:09.780Z
actor_type: pipeline
reason:
  New fact clarifies the immediate next phase of Open Threads Implementation. Candidate [5] already outlines the full pipeline, but this fact establishes that rules and handoff documentation are the current focus point. Update should emphasize this as the next actionable phase.


id: e6262d47-f2ce-4f3e-9b1c-ccb72df32768
memory_id: 5f56bc36-41df-48c3-8625-824c947b9dc8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:47:09.781Z
reason:
  New fact clarifies the immediate next phase of Open Threads Implementation. Candidate [5] already outlines the full pipeline, but this fact establishes that rules and handoff documentation are the current focus point. Update should emphasize this as the next actionable phase.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"5f56bc36-41df-48c3-8625-824c947b9dc8","targetContent":"### Open Threads Implementation not yet started—plan phase complete. Next: create 5 agent files, orchestrator skill, split prompts into separate files, configure MCP servers, write rules and handoff docs, then end-to-end test with sample mechanism.","confidence":0.85,"fact":{"content":"The next phase of Open Threads Implementation requires writing rules and handoff documentation","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":"5f56bc36-41df-48c3-8625-824c947b9dc8","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c440eb8e-8758-4fdb-ae93-61064a55fe47
memory_id: 5f56bc36-41df-48c3-8625-824c947b9dc8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T22:47:09.781Z
reason:
  Candidate [5] already comprehensively documents the Open Threads Implementation roadmap, explicitly listing 'end-to-end test with sample mechanism' as the final phase. The new fact restates information already captured in that memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The next phase of Open Threads Implementation requires end-to-end testing with a sample mechanism","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 81193ee0-0962-49c2-8df7-f6fba5734fad
memory_id: a6d887df-0ce0-4b9f-b963-ea7385d8e852
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T23:06:02.686Z
reason:
  Candidate [4] already captures the exact same decision: Nicholai's request for a pm-kalshi algorithm explanation. The new fact is already covered in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"4a6d887df-0ce0-4b9f-b963-ea7385d8e852","targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai requested an explanation of the pm-kalshi prediction market trading algorithm","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ceee0c49-304f-4156-825b-32d4a2f4b2a0
memory_id: a6d887df-0ce0-4b9f-b963-ea7385d8e852
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T23:06:02.686Z
reason:
  Candidate [4] already captures this exact fact: the pm-kalshi explanation is targeted at investors familiar with Amazon ad optimization. No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The pm-kalshi prediction market trading algorithm explanation is targeted at investors who are familiar with Amazon advertising optimization","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 02e31966-044b-4a15-bc13-b5afcb8fb39c
memory_id: a6d887df-0ce0-4b9f-b963-ea7385d8e852
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T23:06:02.686Z
reason:
  Already covered by candidates [4] and [5]. Candidate [4] establishes the audience profile (familiar with Amazon ad optimization), and [5] explicitly states to use familiar concepts (budget allocation, bidding strategies, performance optimization) as analogies. The new fact clarifies how these should be used together, but doesn't add substantially new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.75,"fact":{"content":"The intended audience for the algorithm explanation has prior familiarity with Amazon ad optimization concepts, which should inform the explanation's framing and analogies","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bb404010-5494-4070-bc6a-8763abede019
memory_id: 1777ed54-2317-451c-b848-4880144fbdf1
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T23:06:45.957Z
actor_type: pipeline
old_content:
  The goal was to explain the technical details without skipping them, but using familiar concepts (budget allocation, bidding strategies, performance optimization) as analogies.

new_content:
  The communication strategy explains technical details without omitting information, using analogies from familiar concepts to make content accessible while maintaining technical accuracy

reason:
  New fact describes the same communication strategy as [5] at a more general level. [5] is specific to OpenMarketUI explanation (budget/bidding analogies), while new fact articulates the underlying principle: explain technical details fully using familiar analogies while maintaining accuracy. Merge into a single, generalized memory with OpenMarketUI as a concrete example.


id: 96654334-c004-421c-bb81-e43d7d2e3688
memory_id: 1777ed54-2317-451c-b848-4880144fbdf1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T23:06:45.959Z
reason:
  New fact describes the same communication strategy as [5] at a more general level. [5] is specific to OpenMarketUI explanation (budget/bidding analogies), while new fact articulates the underlying principle: explain technical details fully using familiar analogies while maintaining accuracy. Merge into a single, generalized memory with OpenMarketUI as a concrete example.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"1777ed54-2317-451c-b848-4880144fbdf1","targetContent":"The goal was to explain the technical details without skipping them, but using familiar concepts (budget allocation, bidding strategies, performance optimization) as analogies.","confidence":0.9,"fact":{"content":"The communication strategy explains technical details without omitting information, using analogies from familiar concepts to make content accessible while maintaining technical accuracy","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":2,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"1777ed54-2317-451c-b848-4880144fbdf1","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 168e586d-7751-4d9f-8fac-852ee5e8b891
memory_id: 1777ed54-2317-451c-b848-4880144fbdf1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T23:06:45.959Z
reason:
  Candidate 5 (ID: 1777ed54-2317-451c-b848-4880144fbdf1) already captures this exact fact: it documents that familiar concepts (budget allocation, bidding strategies, performance optimization) are used as analogies to explain technical details. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Budget allocation, bidding strategies, and performance optimization are used as analogies to explain technical concepts","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 73075957-8f28-483f-bc80-b4bb0f0dbba0
memory_id: 62a90a15-fb70-464f-8830-b55687778938
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T23:07:22.688Z
reason:
  Candidate [4] already captures this exact fact: 'To prepare a detailed explanation, an Explore agent was launched to thoroughly analyze the pm-kalshi and pm-garden crates in the OpenMarketUI monorepo.' The new fact is a rephrase of the same procedural action.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An Explore agent was launched to prepare a detailed explanation by thoroughly analyzing the pm-kalshi and pm-garden crates","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 42d909b6-aee9-4629-955f-47e4355c550c
memory_id: 62a90a15-fb70-464f-8830-b55687778938
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T23:07:22.688Z
reason:
  Candidate [4] (Architecture) already documents pm-kalshi and pm-garden as crates within the monorepo structure. Candidate [5] explicitly states these crates are in the OpenMarketUI monorepo. The new fact adds no additional information beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The pm-kalshi and pm-garden crates are located in the OpenMarketUI monorepo","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7f7835b4-4d3f-4b71-93c9-a0532a7bbfa8
memory_id: 6b6c8013-0c39-459a-9af7-4f3edd03c26d
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T23:09:22.568Z
reason:
  This fact is already explicitly covered in candidate [5], which states the agent was tasked with understanding 'Full pipeline flow (market sourcing, filtering, scoring, selection, execution)' — an exact match to the new fact's content.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The agent's task includes understanding the full trading pipeline flow encompassing market sourcing, filtering, scoring, selection, and execution","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":12,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5ccc55a8-3a2d-4000-adb3-f700e3b872ce
memory_id: 6b6c8013-0c39-459a-9af7-4f3edd03c26d
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T23:09:22.568Z
reason:
  Candidate [5] already captures this exact pipeline structure with identical terminology (market sourcing, filtering, scoring, selection, execution) in the context of early discovery mapping. The new fact is substantively redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The trading pipeline comprises five phases in sequence: market sourcing, filtering, scoring, selection, and execution","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":12,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f7ca538b-c0f3-4488-8f01-22d27323b72e
memory_id: 6b6c8013-0c39-459a-9af7-4f3edd03c26d
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T23:09:22.568Z
reason:
  Candidate [5] (ID: 6b6c8013) already comprehensively covers this fact as part of the broader task context, explicitly listing 'Individual scorer mechanics (momentum, mean reversion, volume, ensemble)' among the agent's assigned understanding tasks.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The agent's task includes understanding individual scorer mechanics including momentum, mean reversion, volume, and ensemble scorers","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":12,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0809a70a-842d-411d-bffb-3e4d48e4cffb
memory_id: 6b6c8013-0c39-459a-9af7-4f3edd03c26d
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T23:09:22.568Z
reason:
  Candidate [5] already comprehensively covers this fact as part of the broader task description: 'The agent was tasked with understanding: ... Backtest and paper trading engines ...'. The new fact is a subset of existing memory and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The agent's task includes understanding backtest and paper trading engines","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":8,"entityCount":12,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


