# memory_history

id: 8fd4e3ef-df0c-4cb2-8129-ebe551e23293
memory_id: 98ff7de0-7fc4-4e35-9a6b-48ceb0bf09ce
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:25:30.925Z
reason:
  Candidate [3] already comprehensively covers these configuration files as part of the release pipeline trigger documentation (.github/workflows/**, scripts/**, bunfig.toml are all explicitly listed). The new fact is less specific and functionally redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Key configuration files for signetai monorepo release automation include: `.github/workflows/release.yml`, scripts directory, and bunfig.toml","type":"semantic","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: fcebd44b-4dd6-441f-a683-a4940e250963
memory_id: 98ff7de0-7fc4-4e35-9a6b-48ceb0bf09ce
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:25:30.925Z
reason:
  Candidate [4] (ID: 98ff7de0) already documents this exact action: 'Agent E began work on Task #5...Read `.github/workflows/release.yml` to document the CI/CD release pipeline'. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Agent E examined `.github/workflows/release.yml` to understand the CI/CD release pipeline for Task #5 documentation updates","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: a166650c-45b1-4344-8b3f-8b83707d4e25
memory_id: 98ff7de0-7fc4-4e35-9a6b-48ceb0bf09ce
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:25:30.925Z
reason:
  Candidate [4] already documents that Task #5 is marked as in_progress, including specific details about Agent E's work on CONTRIBUTING.md and the release workflow documentation. The new fact is already fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Task #5 in the signetai monorepo documentation audit is marked as in_progress","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: d47b247e-7100-44fe-bbb6-6ee2109e4636
memory_id: 2a6bdc17-15e1-49bf-a70e-9f6f7809a827
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:26:43.111Z
reason:
  New fact is already covered by candidate [2]: 'push to main and CI handles rest' directly implies the workflow is triggered on every push to main. Candidate [1] also conveys the same core information from a slightly different angle. No new or contradicting information that would warrant storage or updates.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The release workflow is triggered on every push to the main branch","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: 49e8e263-698d-4b95-98c9-4c097a50e679
memory_id: 2a6bdc17-15e1-49bf-a70e-9f6f7809a827
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:26:43.111Z
reason:
  Candidate [3] and [5] already document this exact fact. Candidate [3] directly states: 'The signetai release.yml workflow skips release commits containing 'chore: release' in the message to prevent infinite loops.' The new fact is already well-captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The release workflow skips commits with message 'chore: release' to prevent infinite release loops","type":"decision","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: 0f9bd61f-8a89-4804-a838-3998aef45558
memory_id: 2a6bdc17-15e1-49bf-a70e-9f6f7809a827
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:26:43.111Z
reason:
  The rationale is already captured in candidate [4] (prevents infinite loops) and candidate [3] (prevents unnecessary CI/CD triggering). Both cover the core reasoning behind the skip filter—preventing recursive automation. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The rationale for skipping 'chore: release' commits is to prevent the automated release process from triggering itself recursively when it commits the release changes","type":"rationale","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: 4e0df4b4-0c66-422c-b720-5b242c6088b0
memory_id: 2a6bdc17-15e1-49bf-a70e-9f6f7809a827
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:26:43.111Z
reason:
  Candidate [2] already captures this information with greater specificity, listing the exact files (package.json, bunfig.toml, tsconfig*.json, .github/workflows/**) that trigger the release pipeline. The new fact is a generalized version of what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The release pipeline checks for code changes only in specified directories: packages/**, scripts/**, web/**, and configuration files before proceeding with release","type":"procedural","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: 441fdcef-9d59-403c-9b69-bc42616c04c4
memory_id: 2a6bdc17-15e1-49bf-a70e-9f6f7809a827
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:26:43.111Z
reason:
  Candidate [4] already captures this exact information: 'documentation and image changes are ignored' when the release pipeline checks for code changes. The new fact is a restatement of existing memory content.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The release workflow is skipped entirely if only documentation or image files are modified, without touching the code directories","type":"procedural","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: 678ed689-e219-4e04-8121-92b7cdede705
memory_id: d2cdaad2-d22b-4652-accd-d3e0d7077956
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-03-02T05:28:05.483Z
actor_type: pipeline
old_content:
  The signetai release workflow follows this sequence: build → version bump (via script) → changelog generation → npm publish (multi-package) → git commit and tag creation

new_content:
  The publishing pipeline executes sequential steps: checkout → check changes → setup bun → install → build → configure git → bump version → generate changelog → npm publish → commit and tag

reason:
  New fact provides the complete, accurate pipeline sequence in correct order. Candidate [3] describes the same workflow but is incomplete (missing checkout, check changes, setup bun, install, configure git steps). This update ensures the canonical pipeline description is current and comprehensive.


id: 684eb389-b5ab-4c90-ad43-3a92edae18de
memory_id: 3548fc8a-0bdf-4726-a47f-0ff622ce549d
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:28:05.484Z
reason:
  New fact provides the complete, accurate pipeline sequence in correct order. Candidate [3] describes the same workflow but is incomplete (missing checkout, check changes, setup bun, install, configure git steps). This update ensures the canonical pipeline description is current and comprehensive.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"d2cdaad2-d22b-4652-accd-d3e0d7077956","targetContent":"The signetai release workflow follows this sequence: build → version bump (via script) → changelog generation → npm publish (multi-package) → git commit and tag creation","confidence":0.92,"fact":{"content":"The publishing pipeline executes sequential steps: checkout → check changes → setup bun → install → build → configure git → bump version → generate changelog → npm publish → commit and tag","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"d2cdaad2-d22b-4652-accd-d3e0d7077956","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2a8fb3cb-78b3-4f7c-99ac-e08dae819688
memory_id: 5a78dace-9169-4776-9e28-743f41e52c6f
event: created
new_content: The publishing system supports multi-package publishing from a monorepo structure
changed_by: pipeline-v2
created_at: 2026-03-02T05:28:05.484Z
reason:
  New fact about publishing system capability (multi-package from monorepo) is distinct from existing memories about monorepo tooling (Turbo, Bun, Biome) and architecture. Not covered by existing candidates.

metadata:
  {"proposedAction":"add","sourceMemoryId":"3548fc8a-0bdf-4726-a47f-0ff622ce549d","decisionConfidence":0.8,"factConfidence":0.8,"extractionModel":"haiku"}


id: 955beea4-c57c-4e44-b95c-e9ca8043a8de
memory_id: 3548fc8a-0bdf-4726-a47f-0ff622ce549d
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:28:05.484Z
reason:
  New fact about publishing system capability (multi-package from monorepo) is distinct from existing memories about monorepo tooling (Turbo, Bun, Biome) and architecture. Not covered by existing candidates.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.8,"fact":{"content":"The publishing system supports multi-package publishing from a monorepo structure","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":"5a78dace-9169-4776-9e28-743f41e52c6f","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: eccd3743-f317-4232-9964-0ea1a8648cfd
memory_id: 3548fc8a-0bdf-4726-a47f-0ff622ce549d
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:28:05.484Z
reason:
  The fact that multiple packages exist in the monorepo is already well-documented in existing memories. Candidate [1] explicitly states the monorepo uses turbo 'across multiple packages', and candidate [3] provides concrete structural data about the packages/ directory with 378 files and ~81k lines of code. 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":"Multiple packages have been detected in the monorepo including packages/signetai and others","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0f511c32-05b9-4ae6-9a08-b45d65d22bf7
memory_id: 3548fc8a-0bdf-4726-a47f-0ff622ce549d
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:28:05.484Z
reason:
  Candidate [5] already explicitly states 'Uses conventional commit messages to determine version bumps' as part of the publishing workflow. The new fact restates this same concept with emphasis on the automatic parsing aspect, but no new information is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Conventional commit messages are parsed to automatically determine semantic version bumps during publishing","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7eae5d95-a0ab-4d38-bf38-0d2f261387eb
memory_id: 3548fc8a-0bdf-4726-a47f-0ff622ce549d
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:28:05.484Z
reason:
  Candidate [5] already captures Bun usage in the publishing pipeline with detailed steps (setup bun → install → build → configure git → bump version → generate changelog → npm publish). New fact is subsumed by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"5549fc8a-0bdf-4726-a47f-0ff622ce549d","targetContent":null,"confidence":0.95,"fact":{"content":"Bun is used as the package manager and build tool in the publishing pipeline","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6cc606ae-00a3-486e-8b6d-23a2efb58daa
memory_id: 3548fc8a-0bdf-4726-a47f-0ff622ce549d
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:28:05.484Z
reason:
  This fact is already well-covered by existing memories, particularly ID d2cdaad2-d22b-4652-accd-d3e0d7077956 which explicitly states the workflow sequence includes 'npm publish (multi-package)' as a core step. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The publishing pipeline includes npm package publishing as a core step","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 62d03c1b-6e45-4b0a-8753-df9b6829904e
memory_id: 9910c9b4-0a35-4bd0-8f5e-10b31b5c7483
event: updated
new_content: A session is currently in progress to collect and analyze source files for documentation
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-03-02T05:28:57.856Z
actor_type: pipeline
old_content:
  vents concurrent releases Session in progress - source files being collected and analyzed for documentation.

reason:
  New fact is essentially identical to candidate [4], which appears corrupted ('vents concurrent releases' likely garbled text). Updating to clean up the text while preserving the core procedural note that a documentation analysis session is in progress.


id: 9711e85a-c1b9-4c0a-8942-00f8e45a38d6
memory_id: 9910c9b4-0a35-4bd0-8f5e-10b31b5c7483
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:28:57.857Z
reason:
  New fact is essentially identical to candidate [4], which appears corrupted ('vents concurrent releases' likely garbled text). Updating to clean up the text while preserving the core procedural note that a documentation analysis session is in progress.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"9910c9b4-0a35-4bd0-8f5e-10b31b5c7483","targetContent":"vents concurrent releases Session in progress - source files being collected and analyzed for documentation.","confidence":0.9,"fact":{"content":"A session is currently in progress to collect and analyze source files for documentation","type":"procedural","confidence":0.75},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"9910c9b4-0a35-4bd0-8f5e-10b31b5c7483","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d15ff94e-4e33-4198-87ce-78a4c280d38d
memory_id: 9910c9b4-0a35-4bd0-8f5e-10b31b5c7483
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:28:57.857Z
reason:
  Candidate [5] already captures this fact: 'Session in progress - source files being collected and analyzed for documentation.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Source files are being collected as part of an ongoing documentation analysis session","type":"procedural","confidence":0.8},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0090d499-dfc5-48dc-82af-cb63c895ce50
memory_id: 9910c9b4-0a35-4bd0-8f5e-10b31b5c7483
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:28:57.857Z
reason:
  New fact is already well-covered by existing candidates. Candidate 2 explicitly states 'source files being collected and analyzed for documentation', and candidate 5 describes the ongoing workflow of reading source files to identify methods and features for documentation updates. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Source files are being analyzed with the goal of producing documentation","type":"procedural","confidence":0.8},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ad2b9e6c-80d7-4c40-83c4-744361a6cc0f
memory_id: 1bc3f063-4cef-43d1-a7ad-45c64d33e29e
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:29:39.595Z
reason:
  New fact is already covered by existing candidate [5], which explicitly states Task #4 involves expanding surface-level documentation for signetai monorepo at /home/nicholai/signet/signetai. Also partially covered by candidate [4] with specific target files. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Task #4 involves expanding surface-level documentation for the signetai monorepo located at /home/nicholai/signet/signetai","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: 8c31361d-8b7e-43a7-91a0-1ccd092e7c87
memory_id: 1bc3f063-4cef-43d1-a7ad-45c64d33e29e
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:29:39.595Z
reason:
  Candidate [5] (ID: 1bc3f063-4cef-43d1-a7ad-45c64d33e29e) already captures this exact fact: Agent D began work on Task #4 for signetai documentation expansion. The candidate includes additional context (path, status), making it more comprehensive than the new fact.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Agent D began work on Task #4 for signetai monorepo documentation expansion","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: a7e4f8de-4bca-4700-b911-13e57ed31b52
memory_id: 1bc3f063-4cef-43d1-a7ad-45c64d33e29e
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:29:39.595Z
reason:
  Candidate #5 already captures this exact fact in more detail, including context that Task #4 is for documentation expansion of the signetai monorepo and that it was marked as in_progress. New fact adds no additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Task #4 status is marked as in_progress","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: b1c2274b-93dc-4de8-b7a3-7c56fef1f508
memory_id: ca8bfcf9-4296-43f9-8711-d8a1bd524d66
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:30:23.491Z
reason:
  Candidate 3 (ID: c3cf0646-5e9d-47c1-8278-6f6337c291d7) already captures this fact with greater specificity, explicitly naming all four target files: docs/SDK.md, docs/HARNESSES.md, docs/TRAY.md, docs/DASHBOARD.md. The new fact adds no incremental value.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Documentation update work targets four documentation files including docs/SDK.md","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f07a108a-1d28-488b-823f-5be56385ad86
memory_id: ca8bfcf9-4296-43f9-8711-d8a1bd524d66
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:30:23.491Z
reason:
  Candidate [3] contains identical information: docs/SDK.md requires documentation for the exact same 8 SDK methods plus React hooks and Vercel AI SDK sections. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"docs/SDK.md requires documentation additions for 8 SDK methods: batchForget(), batchModify(), recoverMemory(), getHistory(), getDocumentChunks(), createToken(), whoami(), and diagnostics()","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: 0f622b1b-4cd1-4560-87d1-de6e5f9f4fe1
memory_id: 0a43ac63-840c-4d89-b494-45b77f0ab7b2
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:30:57.707Z
reason:
  Existing memory ID 0a43ac63-840c-4d89-b494-45b77f0ab7b2 already captures this exact fact: 'Also needs sections for React hooks integration and Vercel AI SDK integration patterns.' The new fact is redundant and fully covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Documentation or content sections are needed for React hooks integration patterns","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: ce4fa2ab-2e47-4288-99d6-ef6fa8eb8a8e
memory_id: 0a43ac63-840c-4d89-b494-45b77f0ab7b2
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:30:57.707Z
reason:
  Candidate [5] already captures this exact requirement: 'Also needs sections for React hooks integration and Vercel AI SDK integration patterns.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Documentation or content sections are needed for Vercel AI SDK integration patterns","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: 998ea6d2-d015-4d80-83ab-a19f24dff910
memory_id: bdde46c6-d431-45fd-8734-b8beb631cc4a
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:31:46.959Z
reason:
  Candidate 4 (ID: 9b4de3cf-2dd2-41e5-adf8-49e493eb17ae) already captures this fact with identical content: 'docs/HARNESSES.md needs OpenCode section updates covering the plugin bundle mechanism (how the opencode plugin is packaged/installed)'. The existing memory is actually more comprehensive, including config file format detection details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"docs/HARNESSES.md requires updates to its OpenCode section to document the plugin bundle mechanism (how the opencode plugin is packaged and installed)","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: 08c97bf1-f350-4391-bfdc-13e6f38a0c03
memory_id: bdde46c6-d431-45fd-8734-b8beb631cc4a
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:31:46.959Z
reason:
  New fact is already covered by existing candidates [3] and [4], which both document that docs/HARNESSES.md OpenCode section requires updates for config file format detection (opencode.json, opencode.jsonc, config.json). The new fact adds no new information, just restates the same requirement with slightly different phrasing.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"docs/HARNESSES.md OpenCode section should document config file format detection logic for opencode.json, opencode.jsonc, and config.json file formats","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: bd03f96c-5e27-4197-8f47-a5601c5b654c
memory_id: bdde46c6-d431-45fd-8734-b8beb631cc4a
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:31:46.959Z
reason:
  Candidate [4] already contains this exact fact: 'docs/TRAY.md (~126 lines)' along with additional context about required documentation sections. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"docs/TRAY.md is approximately 126 lines in length","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: b5cbda54-1dbd-4e5f-8c73-eb47cea47808
memory_id: 5bd0e02f-84ae-4418-be89-fbe97d4a52b2
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:33:12.592Z
reason:
  Candidate [4] already documents that docs/DASHBOARD.md contains ~180 lines and specifies what documentation is needed. The new fact is already captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The file docs/DASHBOARD.md currently contains approximately 180 lines","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: d298edcf-b6ed-4565-ab48-e97dc939cbd9
memory_id: 5bd0e02f-84ae-4418-be89-fbe97d4a52b2
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:33:12.592Z
reason:
  Candidate [5] already captures this exact requirement: 'docs/DASHBOARD.md — Currently ~180 lines. Requires additions for build instructions from source, architecture description/diagram, configuration options, and known limitations'. The new fact is a subset of what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"docs/DASHBOARD.md requires additions for build instructions that explain how to build the project from source","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 931a0735-95d1-418d-919d-760171c80bb0
memory_id: 5bd0e02f-84ae-4418-be89-fbe97d4a52b2
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:33:12.592Z
reason:
  Candidate [5] already covers this requirement comprehensively. It explicitly states DASHBOARD.md needs 'architecture description/diagram' as part of its documentation additions. The new fact about architecture description and diagram is already captured in the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"docs/DASHBOARD.md requires additions for architecture description and architecture diagram documentation","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 56149711-cecc-4164-90c3-6bab87b1d1cb
memory_id: 5bd0e02f-84ae-4418-be89-fbe97d4a52b2
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:33:12.592Z
reason:
  Candidate [5] already explicitly states 'configuration options' as a required addition to docs/DASHBOARD.md. Candidate [4] also implicitly covers this through 'CodeMirror config editor' and 'feature flags UI' documentation needs. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"docs/DASHBOARD.md requires additions for configuration options documentation","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3314a6c0-5092-4863-b514-c0fcf8e73543
memory_id: 5bd0e02f-84ae-4418-be89-fbe97d4a52b2
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:33:12.592Z
reason:
  Candidate [5] already comprehensively covers this fact, explicitly mentioning 'known limitations (especially Tauri v2 + Bun compatibility notes)' for DASHBOARD.md alongside build instructions, architecture, and configuration options

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"docs/DASHBOARD.md requires documentation of known limitations, with particular emphasis on Tauri v2 and Bun compatibility issues","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2e752ea3-f1a3-4d85-9680-21bfe134ed85
memory_id: 981ce42c-e2ed-4825-a937-c2c4d9c20e98
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-03-02T05:33:12.592Z
actor_type: pipeline
old_content:
  Tauri v2 was chosen for the YouTube-to-Audio converter rewrite to replace customtkinter because customtkinter has fundamental rendering limitations on Linux/Wayland (transparency artifacts, font rendering issues, no rounded corners, unicode escape problems). Tauri v2 provides better cross-platform desktop compatibility with proper Wayland support.

new_content:
  Tauri v2 and Bun have known compatibility issues that warrant documented limitations in project documentation

reason:
  New fact directly complements the Tauri v2 rationale. Candidates 4 & 5 already reference Tauri v2+Bun compatibility notes as required docs. Updating candidate 3 to include both the selection rationale AND the known limitations creates a complete decision context.


id: afc01df0-3a89-4dab-9648-ac099004639f
memory_id: 5bd0e02f-84ae-4418-be89-fbe97d4a52b2
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:33:12.594Z
reason:
  New fact directly complements the Tauri v2 rationale. Candidates 4 & 5 already reference Tauri v2+Bun compatibility notes as required docs. Updating candidate 3 to include both the selection rationale AND the known limitations creates a complete decision context.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"981ce42c-e2ed-4825-a937-c2c4d9c20e98","targetContent":"Tauri v2 was chosen for the YouTube-to-Audio converter rewrite to replace customtkinter because customtkinter has fundamental rendering limitations on Linux/Wayland (transparency artifacts, font rendering issues, no rounded corners, unicode escape problems). Tauri v2 provides better cross-platform desktop compatibility with proper Wayland support.","confidence":0.9,"fact":{"content":"Tauri v2 and Bun have known compatibility issues that warrant documented limitations in project documentation","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"981ce42c-e2ed-4825-a937-c2c4d9c20e98","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2aa29c10-6cb0-4d4c-9237-5041c13a9029
memory_id: 48d4805b-4f17-4fa5-9e7a-f0d2d813341a
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:34:41.107Z
reason:
  Candidates #4 and #5 already capture this exact requirement: documentation needed for the memory constellation view (3d-force-graph library). The new fact is already covered by existing memories, though #4 and #5 themselves appear to be near-duplicates that could be consolidated separately.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Documentation is needed for the memory constellation view component, which uses the 3d-force-graph library","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 961415b5-111a-4a60-832a-df4621e9e9f1
memory_id: 7caa1942-216d-4f89-afb7-9b242ceda64a
event: created
new_content: Documentation is needed for CodeMirror config editor integration functionality
changed_by: pipeline-v2
created_at: 2026-03-02T05:34:41.108Z
reason:
  New fact addresses CodeMirror config editor documentation needs. No existing candidates cover this specific functionality or documentation requirement. This should be tracked as a standalone procedural task.

metadata:
  {"proposedAction":"add","sourceMemoryId":"48d4805b-4f17-4fa5-9e7a-f0d2d813341a","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 401225ed-5701-4e96-a927-aef7f59b438b
memory_id: 48d4805b-4f17-4fa5-9e7a-f0d2d813341a
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:34:41.108Z
reason:
  New fact addresses CodeMirror config editor documentation needs. No existing candidates cover this specific functionality or documentation requirement. This should be tracked as a standalone procedural task.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Documentation is needed for CodeMirror config editor integration functionality","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":"7caa1942-216d-4f89-afb7-9b242ceda64a","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e5026b87-1605-4bf8-bdea-6175190a12db
memory_id: fb03ad94-b905-4e0c-80c5-4a0541e330b1
event: created
new_content: Documentation is needed for the feature flags UI component
changed_by: pipeline-v2
created_at: 2026-03-02T05:34:41.108Z
reason:
  New procedural note about documentation needs for a feature flags UI component. Existing memory [4] covers a design decision (no feature flags for pre-compaction), and [5] covers implemented configuration flags, but neither addresses the specific procedural task of documenting a UI component. This is a distinct work item that warrants its own memory entry.

metadata:
  {"proposedAction":"add","sourceMemoryId":"48d4805b-4f17-4fa5-9e7a-f0d2d813341a","decisionConfidence":0.9,"factConfidence":0.95,"extractionModel":"haiku"}


id: d0e1db28-2c04-45c3-9ac3-e9b8dcacc161
memory_id: 48d4805b-4f17-4fa5-9e7a-f0d2d813341a
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:34:41.108Z
reason:
  New procedural note about documentation needs for a feature flags UI component. Existing memory [4] covers a design decision (no feature flags for pre-compaction), and [5] covers implemented configuration flags, but neither addresses the specific procedural task of documenting a UI component. This is a distinct work item that warrants its own memory entry.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Documentation is needed for the feature flags UI component","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":"fb03ad94-b905-4e0c-80c5-4a0541e330b1","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 49d219de-1efb-4210-902c-18a0b4b29351
memory_id: 48d4805b-4f17-4fa5-9e7a-f0d2d813341a
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:34:41.108Z
reason:
  Candidate 5 explicitly lists 'UMAP projection visualization' as needing documentation in docs/DASHBOARD.md. The new fact is already captured by this existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Documentation is needed for UMAP projection visualization","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9a464f75-3807-414d-9cbc-54d0cecf2508
memory_id: 48d4805b-4f17-4fa5-9e7a-f0d2d813341a
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:34:41.108Z
reason:
  Candidate [5] already explicitly documents this exact procedure: 'Agent began reading source files in parallel: `packages/sdk/src/index.ts` to extract SDK method signatures and types.' The new fact is already captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An agent began reading source files in parallel to extract SDK method signatures and types for documentation purposes","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: 397ac815-262e-4b9d-9ea9-8e8b42ccd50c
memory_id: 48d4805b-4f17-4fa5-9e7a-f0d2d813341a
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:34:41.108Z
reason:
  Candidate 48d4805b already documents this exact activity: 'Agent began reading source files in parallel: `packages/sdk/src/index.ts` to extract SDK method signatures and types.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The agent is reading packages/sdk/src/index.ts to extract SDK method signatures, types, and public API surface","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: c1aeb294-0fec-47da-a71f-3d3ce39cceaa
memory_id: c81759d8-1b60-4f69-92d6-b90df427f7e7
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:35:27.087Z
reason:
  New fact is already comprehensively covered by existing memories [3], [4], and [5]. Memory [5] is nearly identical (## headers, code blocks, (WIP) notation). Memories [3] and [4] provide even more detailed guidance including the 'only confirmed source code' principle. Storing this would create redundancy without adding new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Documentation updates follow existing markdown style conventions with ## section headers, code blocks, and (WIP) notation for work-in-progress items","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: f7bdab57-a83d-4203-a016-0708968ae24c
memory_id: c81759d8-1b60-4f69-92d6-b90df427f7e7
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:35:27.087Z
reason:
  This procedural fact is already well-covered by existing memories. Candidates 3, 4, and 5 explicitly document that ## section headers are the standard format for markdown documentation in the signetai codebase and documentation conventions. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Section headers in markdown documentation use ## format","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: 4b83255d-d698-498f-9313-2c9ca3bdc26c
memory_id: c81759d8-1b60-4f69-92d6-b90df427f7e7
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:35:27.087Z
reason:
  New fact is already well-covered by existing candidates [3], [4], and [5], which all document the practice of marking WIP items with (WIP) notation in markdown documentation. Candidate [5] is particularly explicit about the `(WIP)` notation format.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Work-in-progress items are marked with (WIP) notation in markdown documentation","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: 0b546ae6-fc2f-4c07-8d0b-1b7bd52a6f56
memory_id: bc8b0f2f-dba7-42a5-80b4-b3d09ee344a5
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:36:10.226Z
reason:
  Candidate [5] already captures this exact procedural guideline as a next step: 'Agent to continue reading source files (sdk/types.ts, connector-opencode, tray, dashboard) to identify what methods and features actually exist.' The new fact is the same instruction stated more generically.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An agent should read source files (sdk/types.ts, connector-opencode, tray, dashboard) to identify what methods and features actually exist in those modules","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: 2e6a7760-ec60-488b-9e6b-ce53355ac91b
memory_id: bc8b0f2f-dba7-42a5-80b4-b3d09ee344a5
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-03-02T05:36:10.227Z
actor_type: pipeline
old_content:
  ## Next Steps Agent to continue reading source files (sdk/types.ts, connector-opencode, tray, dashboard) to identify what methods and features actually exist, then update documentation accordingly.

new_content:
  Documentation should be updated to reflect the actual methods and features identified in sdk/types.ts, connector-opencode, tray, and dashboard modules

reason:
  New fact is the logical successor to candidate [4], which stated the need to 'identify what methods and features actually exist, then update documentation accordingly.' This fact confirms that investigation is complete and the next actionable step is to update documentation based on actual implementations found in those modules.


id: 8cfc1bdb-7f82-4f22-ad77-74552cce1552
memory_id: bc8b0f2f-dba7-42a5-80b4-b3d09ee344a5
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:36:10.227Z
reason:
  New fact is the logical successor to candidate [4], which stated the need to 'identify what methods and features actually exist, then update documentation accordingly.' This fact confirms that investigation is complete and the next actionable step is to update documentation based on actual implementations found in those modules.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"bc8b0f2f-dba7-42a5-80b4-b3d09ee344a5","targetContent":"## Next Steps Agent to continue reading source files (sdk/types.ts, connector-opencode, tray, dashboard) to identify what methods and features actually exist, then update documentation accordingly.","confidence":0.85,"fact":{"content":"Documentation should be updated to reflect the actual methods and features identified in sdk/types.ts, connector-opencode, tray, and dashboard modules","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"bc8b0f2f-dba7-42a5-80b4-b3d09ee344a5","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 395bbce3-c5c8-472d-b59e-ed95d15c63ea
memory_id: 1c096807-d971-405d-9843-d6d5837c1ef7
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:45:19.712Z
reason:
  Candidate [5] already covers this exact fact: 'Nicholai provided a comprehensive plan to bring documentation in sync with the active signetai codebase (v0.14.5).' The new fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai provided a comprehensive documentation audit and update plan for signetai","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c67e3c0f-ff3d-444d-8399-f3ebdde51b60
memory_id: 1c096807-d971-405d-9843-d6d5837c1ef7
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:45:19.712Z
reason:
  Fact is already covered by candidate #5 (ID: 1c096807-d971-405d-9843-d6d5837c1ef7), which explicitly documents the comprehensive plan to bring signetai documentation in sync with active codebase version v0.14.5

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The documentation audit and update plan for signetai aims to bring documentation in sync with the active codebase version v0.14.5","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 73dfc7df-2e22-4b9e-b00b-1da7aef3dd86
memory_id: 1c096807-d971-405d-9843-d6d5837c1ef7
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:45:19.713Z
reason:
  Candidate #5 already references v0.14.5 as the active signetai codebase version in its content ('Documentation Audit & Update Plan for signetai... the active signetai codebase (v0.14.5)'), so this version fact is already captured

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The active signetai codebase is at version v0.14.5","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: 3fab1e92-ef1d-48f9-95ce-368806e969ca
memory_id: 3773bb20-85ba-4120-97ec-32586da89d20
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:46:29.253Z
reason:
  Candidate [5] already captures this fact in detail: 'Prior audit work identified ~40K lines of existing docs...' The new fact is redundant and already well-documented in existing memory with additional context about the documentation lag.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"A prior audit identified that existing documentation spans approximately 40,000 lines","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: 93a349c7-c77a-43c0-ad75-fc8086d76a3b
memory_id: 3773bb20-85ba-4120-97ec-32586da89d20
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:46:29.254Z
reason:
  New fact is already well-covered by existing candidates [3] and [4]. Candidate [3] specifically documents ~25 unregistered API endpoints in signetai with detailed endpoint names. Candidate [4] captures the broader audit finding of ~25 API endpoints among other documentation lag. No new information or refinement needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The existing documentation lags behind the current implementation by approximately 25 new API endpoints that are not documented","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: b62ede68-3564-4bc5-b302-f6bc60b459c0
memory_id: 3773bb20-85ba-4120-97ec-32586da89d20
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:46:29.254Z
reason:
  Candidate [4] already documents specific documentation gaps (HARNESSES.md OpenCode section, TRAY.md coverage). The new fact is a general statement about the same issue already covered in existing memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The existing documentation lacks coverage of several new packages added to the codebase","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: 50924c86-56d5-405b-997a-58ad8c3bf343
memory_id: 3773bb20-85ba-4120-97ec-32586da89d20
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:46:29.254Z
reason:
  This fact is already comprehensively covered by candidates [4] and [5]. Candidate [4] explicitly documents the missing pipeline stages in docs/PIPELINE.md with specific names, and candidate [5] captures the broader pattern of ~40K lines of docs lagging behind implementation including new pipeline stages. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The existing documentation lacks coverage of new pipeline stages added to the implementation","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: c5b6d123-9360-4e2e-8884-202f18cc3e88
memory_id: 7b326ab2-21c7-4047-88eb-e37b69ac86e9
event: updated
new_content: The existing documentation lacks coverage of new configuration options added to the implementation
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-03-02T05:46:29.254Z
actor_type: pipeline
old_content:
  Configuration flags shadowMode, mutationsFrozen, graphEnabled, and autonomousEnabled were implemented and interact with new configuration types

reason:
  New fact identifies a documentation gap for the configuration flags (shadowMode, mutationsFrozen, graphEnabled, autonomousEnabled) mentioned in candidate 2. These are complementary observations about the same implementation—the flags exist but lack documentation coverage. Merging them creates a more complete picture of the current state.


id: c97dac1b-57a3-4a3f-a3e6-4dd784b2813d
memory_id: 3773bb20-85ba-4120-97ec-32586da89d20
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:46:29.254Z
reason:
  New fact identifies a documentation gap for the configuration flags (shadowMode, mutationsFrozen, graphEnabled, autonomousEnabled) mentioned in candidate 2. These are complementary observations about the same implementation—the flags exist but lack documentation coverage. Merging them creates a more complete picture of the current state.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"7b326ab2-21c7-4047-88eb-e37b69ac86e9","targetContent":"Configuration flags shadowMode, mutationsFrozen, graphEnabled, and autonomousEnabled were implemented and interact with new configuration types","confidence":0.85,"fact":{"content":"The existing documentation lacks coverage of new configuration options added to the implementation","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"7b326ab2-21c7-4047-88eb-e37b69ac86e9","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8531b4f6-8b3d-43a1-a6f2-94139a7dadad
memory_id: 6bf811b5-470c-415f-939b-9458a6e03930
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:47:36.302Z
reason:
  The 5-agent parallel strategy is already comprehensively documented in candidates 4 and 5, which contain specific agent assignments (A: Core Infrastructure, B: Pipeline/Config, C: MCP/Scheduling, D: SDK/Harnesses, E: Contributing/Release). The new fact is a higher-level summary of what's already captured in detailed form.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A 5-agent parallel strategy was designed to audit source code and update documentation without blocking concurrent work","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bacc12d8-3b6e-4706-b285-164bd11cf07d
memory_id: 6bf811b5-470c-415f-939b-9458a6e03930
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:47:36.302Z
reason:
  New fact is already comprehensively covered by candidate [2], which documents Agent A's assignment to update CLAUDE.md, docs/API.md, and docs/ARCHITECTURE.md as part of Documentation Audit Task #1. Candidate [5] also references this assignment as part of the 5-agent strategy. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Agent A is responsible for updating CLAUDE.md endpoint/package tables, docs/API.md, and docs/ARCHITECTURE.md","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: 457961f9-bea2-4d41-bdbf-3b6058e06e89
memory_id: a0e0dfd0-1796-43e1-8450-37e58ffd8e49
event: created
new_content: Agent B is responsible for updating docs/PIPELINE.md and docs/CONFIGURATION.md
changed_by: pipeline-v2
created_at: 2026-03-02T05:47:36.302Z
reason:
  New fact describes Agent B's responsibility for updating docs/PIPELINE.md and docs/CONFIGURATION.md. No existing candidate mentions these files or Agent B's assignment. This is a distinct procedural fact about task ownership that should be stored separately.

metadata:
  {"proposedAction":"add","sourceMemoryId":"6bf811b5-470c-415f-939b-9458a6e03930","decisionConfidence":0.8,"factConfidence":0.8,"extractionModel":"haiku"}


id: 41abc3cd-6b08-4810-be86-02aba8d2a260
memory_id: 6bf811b5-470c-415f-939b-9458a6e03930
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:47:36.302Z
reason:
  New fact describes Agent B's responsibility for updating docs/PIPELINE.md and docs/CONFIGURATION.md. No existing candidate mentions these files or Agent B's assignment. This is a distinct procedural fact about task ownership that should be stored separately.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.8,"fact":{"content":"Agent B is responsible for updating docs/PIPELINE.md and docs/CONFIGURATION.md","type":"procedural","confidence":0.8},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":"a0e0dfd0-1796-43e1-8450-37e58ffd8e49","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2e6ce9ef-4470-4af1-a1a3-83f6997edb39
memory_id: 6bf811b5-470c-415f-939b-9458a6e03930
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:47:36.303Z
reason:
  Candidate 5 already captures the core rationale—the 5-agent parallel strategy is explicitly designed to 'update documentation without blocking.' The new fact restates this same principle at a higher level of abstraction without adding new information or specifics about the documentation audit plan.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The documentation audit plan uses parallel agent execution to avoid blocking other work","type":"rationale","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: cee7ce11-008a-4783-85b9-2a21bbebb25c
memory_id: 94095075-85c0-48dc-bf40-adf2b562a150
event: created
changed_by: pipeline-v2
created_at: 2026-03-02T05:48:30.632Z
new_content:
  Agent C (Features role) is responsible for expanding documentation in docs/MCP.md, docs/SCHEDULING.md, and docs/CONNECTORS.md

reason:
  New procedural fact about Agent C's documentation responsibilities (MCP.md, SCHEDULING.md, CONNECTORS.md). Existing memories cover Agent A and Agent B's assignments but not Agent C. This is a distinct team member assignment that should be stored separately to track the full documentation audit team structure.

metadata:
  {"proposedAction":"add","sourceMemoryId":"75687898-622d-43fa-8473-af116218e06c","decisionConfidence":0.75,"factConfidence":0.75,"extractionModel":"haiku"}


id: 6ea55f1f-1777-44f1-b598-50c051fb9359
memory_id: 75687898-622d-43fa-8473-af116218e06c
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:48:30.632Z
reason:
  New procedural fact about Agent C's documentation responsibilities (MCP.md, SCHEDULING.md, CONNECTORS.md). Existing memories cover Agent A and Agent B's assignments but not Agent C. This is a distinct team member assignment that should be stored separately to track the full documentation audit team structure.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.75,"fact":{"content":"Agent C (Features role) is responsible for expanding documentation in docs/MCP.md, docs/SCHEDULING.md, and docs/CONNECTORS.md","type":"procedural","confidence":0.75},"extractionModel":"haiku","factCount":3,"entityCount":6,"createdMemoryId":"94095075-85c0-48dc-bf40-adf2b562a150","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 46fb887e-bc10-4cd3-bc3f-edacbc164459
memory_id: a0e0dfd0-1796-43e1-8450-37e58ffd8e49
event: updated
old_content: Agent B is responsible for updating docs/PIPELINE.md and docs/CONFIGURATION.md
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-03-02T05:48:30.632Z
actor_type: pipeline
new_content:
  Agent D (Surface role) is responsible for documentation in docs/SDK.md, docs/HARNESSES.md, docs/TRAY.md, and docs/DASHBOARD.md

reason:
  New fact complements existing Agent B assignment memory. Both are procedural role assignments and should be unified into a single agent-responsibilities memory for clarity and maintainability.


id: 08ff4aab-d912-4dd2-be48-094750f981ea
memory_id: 75687898-622d-43fa-8473-af116218e06c
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:48:30.633Z
reason:
  New fact complements existing Agent B assignment memory. Both are procedural role assignments and should be unified into a single agent-responsibilities memory for clarity and maintainability.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"a0e0dfd0-1796-43e1-8450-37e58ffd8e49","targetContent":"Agent B is responsible for updating docs/PIPELINE.md and docs/CONFIGURATION.md","confidence":0.85,"fact":{"content":"Agent D (Surface role) is responsible for documentation in docs/SDK.md, docs/HARNESSES.md, docs/TRAY.md, and docs/DASHBOARD.md","type":"procedural","confidence":0.75},"extractionModel":"haiku","factCount":3,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"a0e0dfd0-1796-43e1-8450-37e58ffd8e49","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0067fd99-01fb-4897-acbb-138151af40fb
memory_id: 98ff7de0-7fc4-4e35-9a6b-48ceb0bf09ce
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-03-02T05:48:30.633Z
actor_type: pipeline
old_content:
  ## Documentation Audit: Task #5 - Contributing and Release Docs Agent E began work on Task #5 to update CONTRIBUTING.md files in the signetai monorepo with release workflow, scripts overview, and test scoping documentation. The agent started by examining source files to understand the release automation: - Read `.github/workflows/release.yml` to document the CI/CD release pipeline - Planned to read scripts directory and bunfig.toml for comprehensive documentation - Task marked as in_progress

new_content:
  Agent E (Release role) is responsible for docs/CONTRIBUTING.md, root-level CONTRIBUTING.md, and release workflow documentation

reason:
  New fact provides explicit role definition for Agent E that directly complements Task #5 record. Merging clarifies that Agent E's Release role encompasses docs/CONTRIBUTING.md (both root and docs/), plus release workflow documentation—the exact scope of Task #5 work.


id: b211bc58-599a-4ead-bf32-fbf150173ad9
memory_id: 75687898-622d-43fa-8473-af116218e06c
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:48:30.633Z
reason:
  New fact provides explicit role definition for Agent E that directly complements Task #5 record. Merging clarifies that Agent E's Release role encompasses docs/CONTRIBUTING.md (both root and docs/), plus release workflow documentation—the exact scope of Task #5 work.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"98ff7de0-7fc4-4e35-9a6b-48ceb0bf09ce","targetContent":"## Documentation Audit: Task #5 - Contributing and Release Docs Agent E began work on Task #5 to update CONTRIBUTING.md files in the signetai monorepo with release workflow, scripts overview, and test scoping documentation. The agent started by examining source files to understand the release automation: - Read `.github/workflows/release.yml` to document the CI/CD release pipeline - Planned to read scripts directory and bunfig.toml for comprehensive documentation - Task marked as in_progress","confidence":0.85,"fact":{"content":"Agent E (Release role) is responsible for docs/CONTRIBUTING.md, root-level CONTRIBUTING.md, and release workflow documentation","type":"procedural","confidence":0.75},"extractionModel":"haiku","factCount":3,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"98ff7de0-7fc4-4e35-9a6b-48ceb0bf09ce","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 66d39fb5-8b59-49af-b389-e898b7cc9cd3
memory_id: 97b10960-159e-4795-bfa5-7d427ff90600
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:49:36.034Z
reason:
  Candidate [4] already comprehensively documents the ~25 missing API endpoints across checkpoint, features, telemetry, analytics, and repair action categories. Candidate [5] also covers this in condensed form. New fact is already well-captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet project has approximately 25 missing API endpoints across checkpoint, feature, telemetry, analytics, and repair action categories","type":"semantic","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: a333ba44-6dd0-474e-a22e-678e3bc790c9
memory_id: 97b10960-159e-4795-bfa5-7d427ff90600
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:49:36.034Z
reason:
  Candidate [4] already documents this exact issue: 'signetai CLAUDE.md package table is missing 5 packages' with identical package list and descriptions. The new fact is redundant coverage of an existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Five packages are missing from the Signet project: opencode-plugin, tray, predictor, harness, and signet-memory-openclaw","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: df8e10e1-f684-40d8-a6fd-8f3271b16c0d
memory_id: 97b10960-159e-4795-bfa5-7d427ff90600
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:49:36.034Z
reason:
  Candidate [4] explicitly documents the 6 missing pipeline stages with specific names (retention-worker.ts, contradiction.ts, url-fetcher.ts, graph-search.ts, reranker.ts, embedding-tracker.ts) and is more detailed and actionable than the new fact. The new fact is already thoroughly covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The Signet project has 6 missing pipeline stages","type":"semantic","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: c1413a1f-d728-49c5-a987-cda4a6ef97b0
memory_id: 97b10960-159e-4795-bfa5-7d427ff90600
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:49:36.034Z
reason:
  Existing memories [4] and [5] already document specific documentation gaps in DASHBOARD.md and SDK.md. The new general observation about 'thin and incomplete' feature documentation is already substantiated by these concrete examples. Adding a meta-level observation would be redundant without new specific gaps to track.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The Signet project's feature documentation is thin and incomplete","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: e7a91fa4-1a31-4bff-9368-4709ddf91060
memory_id: 83524b15-ae85-47e7-a75b-2014a216d8b4
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:50:13.084Z
reason:
  Candidate [5] already captures this scope boundary ("All changes confined to `docs/` and `CLAUDE.md`") with additional verification details. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Changes made during this work are confined to the `docs/` directory and `CLAUDE.md` file","type":"decision","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: 1f81f50b-2617-4e59-aeb4-c17216325f62
memory_id: 83524b15-ae85-47e7-a75b-2014a216d8b4
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T05:50:13.084Z
reason:
  New fact is already covered by existing candidates #2 and #3, which both document verification plans using grep and typecheck tools in detail. Candidate #3 explicitly states 'Verification via grep and typecheck planned' and candidate #2 provides the specific verification checklist. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Verification of changes is planned using grep and typecheck tools","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: 1806d5c7-50eb-4348-abc6-38921e5456b9
memory_id: cb4dbed8-fee2-4604-aedd-bdc43b90db23
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T06:08:26.240Z
reason:
  Candidate 5 already captures this exact procedural fact—UI dialog dismissal (skills and MCP) during brief session start. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Upon session start, the user dismissed UI dialogs for skills and MCP features","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b43e99bc-5135-48d9-9912-1435910ad15b
memory_id: cb4dbed8-fee2-4604-aedd-bdc43b90db23
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T06:08:26.241Z
reason:
  New fact is already comprehensively covered by existing candidates. Candidate [1] directly states 'No substantive work or discussions occurred,' while candidates [3] and [5] provide more specific details about the same brief, non-productive session. No new information or refinement is offered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The session was very brief with no substantive work or discussion performed","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: aaa9e602-2511-4a67-86f5-db69d6e1892e
memory_id: b26c6a2f-fc42-432d-a935-05bbc54cf533
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:36:20.183Z
reason:
  Candidate [2] already contains this exact information about the transcribeWithOnnxAsr() function location at /home/nicholai/.agents/tools/meeting-notes/src/index.ts as part of the Meeting-Notes Transcription Fix session memory

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `transcribeWithOnnxAsr()` function is located in `/home/nicholai/.agents/tools/meeting-notes/src/index.ts`","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: fbadd39d-553b-43a4-8393-7158e6188ca9
memory_id: b26c6a2f-fc42-432d-a935-05bbc54cf533
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:36:20.183Z
reason:
  Candidate [4] already captures this exact issue: the transcribeWithOnnxAsr() function attempting to import a non-existent 'onnx_asr' module. Candidate [5] provides additional session context for the same problem. New fact adds no new information beyond what's already tracked.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `transcribeWithOnnxAsr()` function attempts to import a non-existent `onnx_asr` module, causing the import to fail","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: dea2aac1-192c-463f-aad2-2e631cad91f9
memory_id: b26c6a2f-fc42-432d-a935-05bbc54cf533
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:36:20.183Z
reason:
  New fact is already comprehensively documented in candidates [2] and [4]. Both memories already capture the exact issue: the missing 'onnx_asr' module import in transcribeWithOnnxAsr() function in meeting-notes tool, along with the solution (replace with pywhispercpp). No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The meeting-notes tool requires fixing the `transcribeWithOnnxAsr()` function due to the failed import of the missing `onnx_asr` module","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: c68175f1-b267-47dd-9a29-0679812c370f
memory_id: 3eb10f3f-c84b-4fa3-819c-0ed5ad5d40da
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:37:10.085Z
reason:
  This fact is already well-covered by existing memories. Candidate [5] explicitly states the requirement to replace ONNX with pywhispercpp, and candidate [3] confirms pywhispercpp is the replacement library. The new fact adds no new information beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The transcription implementation requires replacing ONNX-based transcription with `pywhispercpp` library","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: 90ca48c4-f70e-4987-8c84-9c6d3c4f7446
memory_id: 3eb10f3f-c84b-4fa3-819c-0ed5ad5d40da
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:37:10.085Z
reason:
  Candidate [3] already contains this fact with additional detail (installation path at ~/.local/share/pywhispercpp/models/). New fact is redundant and less specific.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"`pywhispercpp` is already installed on the system","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: c77e8a03-a101-46a3-8b21-6b8bcd2526ee
memory_id: 3eb10f3f-c84b-4fa3-819c-0ed5ad5d40da
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:37:10.085Z
reason:
  Candidate [5] already explicitly covers this requirement: 'The function needs to: 1. Accept a WAV file path as input'. The new fact is already contained within the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The transcription function must accept a WAV file path as input","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: ab3b9f51-a64e-465f-8e49-4534e6e7aa7d
memory_id: 3eb10f3f-c84b-4fa3-819c-0ed5ad5d40da
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:37:10.085Z
reason:
  Fact is already well-covered by candidates [2] (shows exact Model('base.en') usage with code example) and [4] (explicitly states 'Load a whisper model using Model('base.en') or equivalent'). 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 transcription function must load a whisper model using `Model('base.en')` constructor or equivalent from available models provided by pywhispercpp","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9f80cb89-97c8-40bb-920e-60052e49936c
memory_id: 33ea3dde-a1ef-44eb-98bf-1dc5ed97e420
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:37:49.873Z
reason:
  This procedural fact is already comprehensively covered by existing candidates [3], [4], and [5], which detail the exact implementation: calling model.transcribe(wav_path) and extracting/joining segment.text values. Adding it would create redundancy.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `model.transcribe(wav_path)` function processes an audio file (wav_path) and extracts text from transcription segments","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: cf74e4a9-7096-478c-b076-1988c90daff7
memory_id: 33ea3dde-a1ef-44eb-98bf-1dc5ed97e420
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:37:49.873Z
reason:
  Candidate 5 (ID: 33ea3dde...) already captures this procedural detail: it explicitly states 'Return the concatenated transcript string' after extracting text from segments returned by model.transcribe(). The new fact is redundant coverage of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The transcribe workflow returns a concatenated transcript string combining text extracted from multiple segments","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: 2ef74c91-906f-498a-8ffb-e4ef0f93e0c6
memory_id: 33ea3dde-a1ef-44eb-98bf-1dc5ed97e420
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:37:49.873Z
reason:
  Candidate 5 already explicitly states 'Available whisper models are stored at `~/.local/share/pywhispercpp/models/`', which is identical to the new fact

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Whisper models for pywhispercpp are stored in the directory `~/.local/share/pywhispercpp/models/`","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: 444317a0-ea38-47ef-ae12-f128c882b096
memory_id: 6e209ac7-2b2d-4608-9bdf-efb20e9e2711
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:38:56.423Z
reason:
  New fact is already well-covered by existing candidates [1] and [2], which contain the same procedural information with additional context (before committing, before publishing). New fact adds no novel information beyond existing memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The build process requires running the `bun run build` command","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: 3bc7a3f4-2985-43e1-8957-7203940274a1
memory_id: 6e209ac7-2b2d-4608-9bdf-efb20e9e2711
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:38:56.423Z
reason:
  Candidate [5] already demonstrates the concrete usage of `openclaw system event --text '...' --mode now`, which directly shows the command and its parameters. The new fact generalizes what's already captured in that memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"OpenClaw receives notifications via the `openclaw system event` command which accepts --text and --mode parameters","type":"procedural","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: 3e0d5445-7bc2-4187-841b-0e3ca9ac60a2
memory_id: 6e209ac7-2b2d-4608-9bdf-efb20e9e2711
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:38:56.423Z
reason:
  Candidate [3] already captures that pywhispercpp is the replacement transcription library for meeting-notes. The new fact restates the same core information (that the fix involves switching to pywhispercpp) without adding new details. No storage needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The meeting-notes transcription fix involves switching the implementation to use pywhispercpp","type":"semantic","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: 79996e8f-cf36-4f8c-af04-3bbe614f4cbe
memory_id: 8ad7ddf3-6f2e-46f7-8c92-0b420521a7b5
event: updated
old_content: The exploration work was initiated but remains in progress.
new_content: File exploration for the current session has been completed
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-03-02T07:38:56.423Z
actor_type: pipeline
reason:
  New fact directly refines candidate 3. Candidate 3 states exploration 'remains in progress' but new fact reports it is now 'completed'. Merge into single, current status: 'File exploration work was initiated and has now been completed.'


id: 018ad6b6-3b2e-44d0-a2ca-c25979ec547c
memory_id: 6e209ac7-2b2d-4608-9bdf-efb20e9e2711
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:38:56.424Z
reason:
  New fact directly refines candidate 3. Candidate 3 states exploration 'remains in progress' but new fact reports it is now 'completed'. Merge into single, current status: 'File exploration work was initiated and has now been completed.'

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"8ad7ddf3-6f2e-46f7-8c92-0b420521a7b5","targetContent":"The exploration work was initiated but remains in progress.","confidence":0.9,"fact":{"content":"File exploration for the current session has been completed","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"8ad7ddf3-6f2e-46f7-8c92-0b420521a7b5","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fac0d93e-c9f5-4c02-aa49-5f622010f245
memory_id: 6e209ac7-2b2d-4608-9bdf-efb20e9e2711
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:38:56.424Z
reason:
  New fact is semantically equivalent to candidate [3] ('No implementation changes were made during this session'). All three existing candidates already capture this information with varying specificity. Adding a duplicate would create redundancy.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"No code changes have been implemented yet in the current session","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: 9e2e2762-bf8b-4705-acfe-a984d902852e
memory_id: b35a6b42-1819-4175-b0a0-9619d22c5085
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:50:45.108Z
reason:
  Candidate [4] already captures this exact workflow: Mr. Claude as orchestrator/PM in Discord, collaborative ideation/planning with Nicholai, delegation to code agents, and Discord thread tracking. New fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai has established Mr. Claude as the orchestrator/PM (project manager) for Discord interactions and workflow coordination","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: 0007a21c-5f51-4d6c-94d9-1f94fa034301
memory_id: b35a6b42-1819-4175-b0a0-9619d22c5085
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:50:45.109Z
reason:
  Candidate [5] already comprehensively covers this workflow: Mr. Claude as orchestrator/PM, joint ideation and planning with Nicholai, implementation delegated to code agents, Discord-based visibility. New fact is a restatement of already-documented procedure.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The orchestrator workflow involves Mr. Claude and Nicholai ideating and planning together before implementation","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: 855c7d76-f0ec-4a93-8efc-f9996fadf28a
memory_id: b35a6b42-1819-4175-b0a0-9619d22c5085
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:50:45.109Z
reason:
  Existing memory [5] already captures this procedural rule: 'all implementation delegated to code agents (Claude Code, Codex, etc.)'. The new fact is a restatement of established workflow.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"All implementation work in the orchestrator workflow is delegated to code agents (Claude Code, Codex, and similar agents)","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: 56e54dde-1620-4ab8-8d0c-b5b4004a1088
memory_id: b35a6b42-1819-4175-b0a0-9619d22c5085
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:50:45.109Z
reason:
  Candidate [5] already comprehensively covers this fact: explicitly states 'Each task tracked in a Discord thread for visibility' as part of the established orchestrator workflow. New fact is a subset of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Each task in the orchestrator workflow is tracked in a Discord thread for visibility and project continuity","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: 5eddb6f6-0025-4a0c-8cca-8427b34c9108
memory_id: b35a6b42-1819-4175-b0a0-9619d22c5085
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:50:45.109Z
reason:
  Candidate [5] already comprehensively covers this exact workflow: Mr. Claude as PM/orchestrator, collaborative planning, delegated implementation, Discord thread tracking, and established as ongoing process. New fact is a restatement with no additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The orchestrator workflow (Mr. Claude as PM, collaborative planning, delegated implementation, Discord thread tracking) is the established ongoing process for all future work","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: beaa73e4-87b9-4476-aecc-55a9417c0fb9
memory_id: 181ab128-58dc-4db5-bc0d-3e8635641181
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:52:24.880Z
reason:
  Candidate [5] already documents PR #63 being merged on the feat/embedding-refresh-tracker branch, which implicitly covers that it implements the embedding-refresh-tracker feature. The new fact doesn't add new information beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"PR #63 in the signetai monorepo implements the embedding-refresh-tracker feature","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: acc8275b-767d-4808-ac9c-874102f753f4
memory_id: 181ab128-58dc-4db5-bc0d-3e8635641181
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:52:24.880Z
reason:
  Candidate [5] already documents that feat/embedding-refresh-tracker had merge conflicts that prevented PR #63 from being merged, then were resolved, moving the PR from CONFLICTING → MERGEABLE state before merging. The new fact adds no incremental information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The feat/embedding-refresh-tracker branch in the signetai monorepo had merge conflicts that initially prevented PR #63 from being merged","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f762ad1a-090b-4446-ab9a-6fef7b1164ad
memory_id: 181ab128-58dc-4db5-bc0d-3e8635641181
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:52:24.880Z
reason:
  Candidate [5] already comprehensively covers this event: it documents the agent spawn, the specific commit (3c0a452), the PR state transition, and the final merge completion. The new fact is a subset of existing memory with less detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A Claude Code agent was spawned to automatically resolve merge conflicts on the feat/embedding-refresh-tracker branch","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 62728f5c-327d-4338-b5a5-7406c9644022
memory_id: 181ab128-58dc-4db5-bc0d-3e8635641181
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:52:24.880Z
reason:
  Candidate [5] already comprehensively documents this event: 'Spawned Claude Code agent to fix conflicts, it committed `3c0a452` and pushed'. The new fact is a subset of existing memory that includes the commit ID, agent action, and final outcome (PR merged).

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Claude Code agent resolved conflicts by creating commit 3c0a452 and pushing it to the feat/embedding-refresh-tracker branch","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7238b964-7cdf-4029-ab62-1426d8cf5ebd
memory_id: 11b664eb-807e-45c1-81f1-f91a788ec448
event: created
new_content: PR #63 transitioned from CONFLICTING status to MERGEABLE (CLEAN) status after conflict resolution
changed_by: pipeline-v2
created_at: 2026-03-02T07:52:24.881Z
reason:
  New fact is a specific technical achievement (PR #63 conflict resolution) with no match in existing candidates, which focus on session state, communication clarity, and project phase. This deserves independent storage as a concrete project milestone.

metadata:
  {"proposedAction":"add","sourceMemoryId":"181ab128-58dc-4db5-bc0d-3e8635641181","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 43b7004c-9ad0-4e82-97e9-797135d88aa2
memory_id: 181ab128-58dc-4db5-bc0d-3e8635641181
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:52:24.881Z
reason:
  New fact is a specific technical achievement (PR #63 conflict resolution) with no match in existing candidates, which focus on session state, communication clarity, and project phase. This deserves independent storage as a concrete project milestone.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"PR #63 transitioned from CONFLICTING status to MERGEABLE (CLEAN) status after conflict resolution","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":"11b664eb-807e-45c1-81f1-f91a788ec448","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4d3e01c0-4c64-493c-92fb-741f36dfa0ab
memory_id: 181ab128-58dc-4db5-bc0d-3e8635641181
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:52:24.882Z
reason:
  Candidate [5] already documents PR #63 merge with details about merge conflict resolution and Nicholai merging it. New fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Nicholai merged PR #63 in the signetai monorepo after merge conflicts were resolved","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b0e5bd89-08c1-4038-806b-1cfd8440b835
memory_id: 3fa0f61f-06b0-4298-a47b-70e42510085e
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:53:14.513Z
reason:
  New fact is already covered by candidate [3] which documents the exact same Signet category creation (guild 1458978988306337966, category ID 1477636902483001494) with full context including access restrictions and child channels

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.99,"fact":{"content":"A private Discord category named 'Signet' was created on guild 1458978988306337966 with category ID 1477636902483001494","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 25013415-00d6-42dc-a0cb-a6b903e6a51a
memory_id: 3fa0f61f-06b0-4298-a47b-70e42510085e
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:53:14.513Z
reason:
  Existing candidate [2] already contains this exact fact: 'Only accessible to Nicholai (212290903174283264) and bot (1463409080466145313)'. New fact is redundant with established memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet Discord category is only accessible to Nicholai (user ID 212290903174283264) and a bot (user ID 1463409080466145313)","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: aa519afc-e238-40bb-bc69-5b42cc842ef2
memory_id: 3fa0f61f-06b0-4298-a47b-70e42510085e
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:53:14.513Z
reason:
  Existing candidate 5 already documents the Signet Discord category with three named channels (#marketing-content, and others). The new fact is subsumed by this more detailed existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The Signet Discord category contains at least three channels","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: d3a442e6-4e7e-4747-8ad9-affc0b6d6219
memory_id: 3fa0f61f-06b0-4298-a47b-70e42510085e
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:53:14.513Z
reason:
  Candidate [5] already contains this exact information: Discord channel #marketing-content (ID 1477637013308965042) is explicitly listed as part of the Signet category for content pipeline purposes. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A Discord channel named #marketing-content (ID 1477637013308965042) exists in the Signet category and is used for content pipeline purposes","type":"fact","confidence":0.75},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5bf3b924-60ef-4b43-8e8c-4b68bdee9343
memory_id: d45ef766-9432-4379-b74c-79459ad28cd0
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:54:34.919Z
reason:
  This information is already captured in candidates [4] and [5], which document the Discord Signet channels created, including #bugs-technical-debt (1477637015389601842) and listing its contents (better-sqlite3, auto-updates, sync migrations, etc.). The new fact adds no additional detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"#bugs-technical-debt is a Discord channel (ID: 1477637015389601842) used for tracking technical debt items","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a331359c-6d05-4d84-b7cd-2dcb383e396d
memory_id: d45ef766-9432-4379-b74c-79459ad28cd0
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:54:34.919Z
reason:
  Candidate 4 and 5 both already document #product-growth (ID: 1477637017369182452) with its purpose (product growth initiatives). 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":"#product-growth is a Discord channel (ID: 1477637017369182452) used for tracking product growth initiatives","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3d74efff-8de1-434e-8816-55636cda4935
memory_id: d45ef766-9432-4379-b74c-79459ad28cd0
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:54:34.919Z
reason:
  Candidate [5] already captures these exact technical debt items (better-sqlite3, auto-updates, sync migrations, dashboard version) in the #bugs-technical-debt tracking section

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"d45ef766-9432-4379-b74c-79459ad28cd0","targetContent":"lines, blog/reddit/x/youtube - #bugs-technical-debt (1477637015389601842) - better-sqlite3, auto-updates, sync migrations, dashboard version - #product-growth (1477637017369182452) - waitlist/D1, phone collection, X handle, discord scaffold, openclaw multi-agent - All three seeded with task brea","confidence":0.88,"fact":{"content":"Technical debt tracking includes items: better-sqlite3, auto-updates, sync migrations, and dashboard version management","type":"fact","confidence":0.75},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fd43bffa-d50e-459e-b059-a300a1ac76e6
memory_id: d45ef766-9432-4379-b74c-79459ad28cd0
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:54:34.919Z
reason:
  Candidate [4] already captures this exact information under the #product-growth section: 'waitlist/D1, phone collection, X handle, discord scaffold, openclaw multi-agent'. The new fact is a rephrasing of content already in memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Product growth tracking includes: waitlist functionality, D1 database integration, phone number collection, X handle integration, Discord scaffold, and openclaw multi-agent support","type":"fact","confidence":0.75},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bb926573-ca1f-4d3b-8411-febbcb37145a
memory_id: aa3ed082-98b0-40d5-a60b-e79009740e9f
event: updated
new_content: The project integrates with Cloudflare D1 for database functionality
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-03-02T07:54:34.919Z
actor_type: pipeline
old_content:
  ## Session Notes The session appears focused on project initialization and infrastructure setup. The presence of CLAUDE.md suggests integration with Claude Code tooling. The addition of MCP server, database layer, and shadcn-ui components indicates the project is a full-stack application with local-first data handling and modern UI patterns.

reason:
  New fact specifies the database technology (Cloudflare D1) for the existing memory about 'database layer'. This refines the session notes with concrete technical detail about the project's infrastructure.


id: 51386fec-81a8-4645-aeb2-0398d81276b2
memory_id: d45ef766-9432-4379-b74c-79459ad28cd0
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:54:34.920Z
reason:
  New fact specifies the database technology (Cloudflare D1) for the existing memory about 'database layer'. This refines the session notes with concrete technical detail about the project's infrastructure.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"aa3ed082-98b0-40d5-a60b-e79009740e9f","targetContent":"## Session Notes The session appears focused on project initialization and infrastructure setup. The presence of CLAUDE.md suggests integration with Claude Code tooling. The addition of MCP server, database layer, and shadcn-ui components indicates the project is a full-stack application with local-first data handling and modern UI patterns.","confidence":0.8,"fact":{"content":"The project integrates with Cloudflare D1 for database functionality","type":"fact","confidence":0.7},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"aa3ed082-98b0-40d5-a60b-e79009740e9f","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 77fc6c24-2092-41b5-a66a-4441f42ce154
memory_id: d45ef766-9432-4379-b74c-79459ad28cd0
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:54:34.920Z
reason:
  Candidate [2] already documents that better-sqlite3 is used as a fallback in db-universal.ts with architectural context. The new fact adds no additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The project uses better-sqlite3 library for database operations","type":"fact","confidence":0.7},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d60e817b-ebc8-4a1d-939d-f4f21be08cec
memory_id: 2ae7bce4-6597-44bf-92fd-1de1ed8ba119
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:55:24.556Z
reason:
  Candidate [3] already documents listener-mrclaude's core functionality: location at ~/.agents/tools/meeting-notes/, auto-joining voice channels when both Nicholai and Jake are present. New fact restates this existing information without adding meaningful new details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"listener-mrclaude is a Discord bot located at ~/.agents/tools/meeting-notes/ that automatically joins voice channels when both Nicholai and Jake are present in the same VC","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bc5cc11b-6353-41e9-b1be-23413dbc28b2
memory_id: 2ae7bce4-6597-44bf-92fd-1de1ed8ba119
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:55:24.556Z
reason:
  Candidate [5] already documents listener-mrclaude as 'Records audio per-user, transcribes, saves JSON transcripts'. New fact adds no additional information beyond what is already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"listener-mrclaude records audio on a per-user basis from voice channel participants","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c7400f65-42e4-4285-8c65-d327f4185fe8
memory_id: 2ae7bce4-6597-44bf-92fd-1de1ed8ba119
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:55:24.556Z
reason:
  Candidate #5 (2ae7bce4-6597-44bf-92fd-1de1ed8ba119) already documents listener-mrclaude as saving JSON transcripts to ~/.agents/meeting-transcripts/. New fact restates existing information without adding new details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"listener-mrclaude transcribes recorded audio and saves the transcripts as JSON files to ~/.agents/meeting-transcripts/","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6185a7f4-0a91-418b-b281-ec4474210d6d
memory_id: 2ae7bce4-6597-44bf-92fd-1de1ed8ba119
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:55:24.556Z
reason:
  Candidate 3 already documents the listener-mrclaude meeting-notes bot and explicitly notes 'Was broken: transcribeWithOnnxAsr()'. The new fact is already captured, just with marginally more detail about the nature of the breakage.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"2ae7bce4-6597-44bf-92fd-1de1ed8ba119","targetContent":"## Meeting Notes Bot (listener-mrclaude) - Location: ~/.agents/tools/meeting-notes/ - Discord bot that joins voice when target users (Nicholai + Jake) are both in VC - Records audio per-user, transcribes, saves JSON transcripts to ~/.agents/meeting-transcripts/ - Was broken: transcribeWithOnnxAsr()","confidence":0.9,"fact":{"content":"The transcribeWithOnnxAsr() function in listener-mrclaude was broken and not functioning properly","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ab44ec27-2874-497b-a417-9d691612e445
memory_id: fd94238d-2390-433d-aa73-b3a099ed6f1d
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:56:57.421Z
reason:
  Candidate [5] already comprehensively documents this issue - the non-existent onnx_asr module reference and its resolution via pywhispercpp. New fact restates the problem without adding new information or context beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"A non-existent onnx_asr module reference was causing errors in the audio processing pipeline","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6a176a92-9068-4293-841f-ff380c48341b
memory_id: fd94238d-2390-433d-aa73-b3a099ed6f1d
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:56:57.422Z
reason:
  New fact is already comprehensively covered by candidate [5], which documents the completed fix (pywhispercpp with base.en model) along with implementation details like CPU mode forcing and audio resampling

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The onnx_asr module was replaced with pywhispercpp ASR library using the base.en pre-trained model for speech recognition","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 53053b87-d26e-4488-835d-8222cac35ced
memory_id: 7377ecea-ce2f-414b-9c5c-21631936af2e
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-03-02T07:56:57.422Z
actor_type: pipeline
old_content:
  pywhispercpp is the replacement transcription library for the meeting-notes tool and is already installed on this system at ~/.local/share/pywhispercpp/models/

new_content:
  pywhispercpp is configured to run on CPU only by setting CUDA_VISIBLE_DEVICES='' to disable GPU inference

reason:
  New procedural detail about pywhispercpp configuration complements existing memory about installation. Merge to create complete setup reference: installation location + CPU-only configuration method using CUDA_VISIBLE_DEVICES.


id: a595f325-9c80-419c-886c-8ca54063d613
memory_id: fd94238d-2390-433d-aa73-b3a099ed6f1d
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:56:57.422Z
reason:
  New procedural detail about pywhispercpp configuration complements existing memory about installation. Merge to create complete setup reference: installation location + CPU-only configuration method using CUDA_VISIBLE_DEVICES.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"7377ecea-ce2f-414b-9c5c-21631936af2e","targetContent":"pywhispercpp is the replacement transcription library for the meeting-notes tool and is already installed on this system at ~/.local/share/pywhispercpp/models/","confidence":0.95,"fact":{"content":"pywhispercpp is configured to run on CPU only by setting CUDA_VISIBLE_DEVICES='' to disable GPU inference","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":"7377ecea-ce2f-414b-9c5c-21631936af2e","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0bb9b846-88f2-4256-8bc1-d54bde1a50f7
memory_id: cc475b10-861a-41a6-afb0-c8714d42472f
event: updated
new_content: Audio input is resampled to 16kHz mono format to match pywhispercpp's model requirements
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-03-02T07:56:57.422Z
actor_type: pipeline
old_content:
  ## transcription details:

  - using pywhispercpp (whisper.cpp python bindings)
  - model: base.en (same as hyprwhspr)
  - venv: ~/.local/share/hyprwhspr/venv/

reason:
  Audio resampling requirement is a core technical detail of the pywhispercpp transcription setup and should be merged into the existing transcription details memory


id: 7a7c26b0-9a68-4906-9489-ab103547da94
memory_id: fd94238d-2390-433d-aa73-b3a099ed6f1d
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:56:57.423Z
reason:
  Audio resampling requirement is a core technical detail of the pywhispercpp transcription setup and should be merged into the existing transcription details memory

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"cc475b10-861a-41a6-afb0-c8714d42472f","targetContent":"## transcription details:\n\n- using pywhispercpp (whisper.cpp python bindings)\n- model: base.en (same as hyprwhspr)\n- venv: ~/.local/share/hyprwhspr/venv/","confidence":0.9,"fact":{"content":"Audio input is resampled to 16kHz mono format to match pywhispercpp's model requirements","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":"cc475b10-861a-41a6-afb0-c8714d42472f","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6df7ca77-a7b1-441d-be3a-c39fa88e97c7
memory_id: 39bdadef-949d-4c18-8bcf-9a1241f26259
event: created
new_content: The Discord bot token authenticates using the identity listener-mrclaude#3449
changed_by: pipeline-v2
created_at: 2026-03-02T07:56:57.423Z
reason:
  New specific authentication identity information. While related to candidate [2] (bot rename to mrclaude), this provides exact Discord identity/tag format ('listener-mrclaude#3449') for the token. This is actionable auth detail worth tracking separately. Lower confidence due to unusual format (listener-prefix and #discriminator seem atypical for Discord bot usernames—worth verifying if this is accurate).

metadata:
  {"proposedAction":"add","sourceMemoryId":"fd94238d-2390-433d-aa73-b3a099ed6f1d","decisionConfidence":0.75,"factConfidence":0.9,"extractionModel":"haiku"}


id: 2ed0e0bd-e751-4c95-bb81-3718fedcecc8
memory_id: fd94238d-2390-433d-aa73-b3a099ed6f1d
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:56:57.423Z
reason:
  New specific authentication identity information. While related to candidate [2] (bot rename to mrclaude), this provides exact Discord identity/tag format ('listener-mrclaude#3449') for the token. This is actionable auth detail worth tracking separately. Lower confidence due to unusual format (listener-prefix and #discriminator seem atypical for Discord bot usernames—worth verifying if this is accurate).

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.75,"fact":{"content":"The Discord bot token authenticates using the identity listener-mrclaude#3449","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":"39bdadef-949d-4c18-8bcf-9a1241f26259","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 36fd2619-cfd4-4952-9703-c664b20b1b8d
memory_id: 7319bc91-1cff-420a-bd9a-a95323aba3e6
event: created
changed_by: pipeline-v2
created_at: 2026-03-02T07:56:57.423Z
new_content:
  The bot is configured to accept commands from Nicholai (Discord ID 212290903174283264) and user ID 938238002528

reason:
  New fact about bot command authentication/permissions is distinct from existing memories. Candidate 1 is social context (Jake in voice chat). Candidate 2 is channel message delivery configuration. This is about command authorization—a separate concern deserving its own memory entry.

metadata:
  {"proposedAction":"add","sourceMemoryId":"fd94238d-2390-433d-aa73-b3a099ed6f1d","decisionConfidence":0.95,"factConfidence":0.85,"extractionModel":"haiku"}


id: 402e7f53-b30a-45ef-9979-303be70d23d6
memory_id: fd94238d-2390-433d-aa73-b3a099ed6f1d
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:56:57.423Z
reason:
  New fact about bot command authentication/permissions is distinct from existing memories. Candidate 1 is social context (Jake in voice chat). Candidate 2 is channel message delivery configuration. This is about command authorization—a separate concern deserving its own memory entry.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The bot is configured to accept commands from Nicholai (Discord ID 212290903174283264) and user ID 938238002528","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":"7319bc91-1cff-420a-bd9a-a95323aba3e6","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0ce229db-d5dc-49f3-aaf0-cd481ade78e8
memory_id: 2a6f6d5c-c596-42b2-9c73-89db76870af5
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:57:27.578Z
reason:
  Candidate #5 already explicitly mentions Jake (911400) needing systemd service setup for auto-start. The new fact is already covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Jake (ID 911400) has a pending task to set up a systemd service for auto-start functionality","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: 2aa45bb4-7b21-4e93-915f-178a99e05629
memory_id: 2a6f6d5c-c596-42b2-9c73-89db76870af5
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:57:27.579Z
reason:
  Candidate [5] already documents Jake (911400) needing verification that transcription produces output. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Jake (ID 911400) needs to verify that a transcription system produces output","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: 1c1f822e-71a4-46c2-9c68-652d96a866e3
memory_id: 01451585-7ebc-4989-851c-ed058807905f
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:57:58.157Z
reason:
  Candidate [4] already captures this fact: 'Jake (938238002528911400) was in voice chat with Nicholai this session'. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Jake (Discord ID 938238002528911400) was in a voice chat with Nicholai during the current session","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8f39fc96-14b6-45c8-8056-e468f3c8b0bc
memory_id: a18c8aeb-61c0-4431-b326-dc0b5c99f4c7
event: created
new_content: Jake was invited to the Discord server
changed_by: pipeline-v2
created_at: 2026-03-02T07:57:58.158Z
reason:
  New fact about Jake's Discord server invitation is unrelated to any existing candidates. None of the candidates cover social/community membership information. This is a standalone fact that should be stored.

metadata:
  {"proposedAction":"add","sourceMemoryId":"01451585-7ebc-4989-851c-ed058807905f","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 14ff2253-b78f-49eb-9ff3-9c75cec84790
memory_id: 01451585-7ebc-4989-851c-ed058807905f
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:57:58.158Z
reason:
  New fact about Jake's Discord server invitation is unrelated to any existing candidates. None of the candidates cover social/community membership information. This is a standalone fact that should be stored.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Jake was invited to the Discord server","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":"a18c8aeb-61c0-4431-b326-dc0b5c99f4c7","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c56455de-8ee0-45b9-a264-acd463081657
memory_id: 44caac8b-0cbb-46c7-ba6a-19c168dfaef2
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:58:35.801Z
reason:
  Candidate [5] already captures this fact: 'Session started on zai/glm-5, Nicholai switched to anthropic/claude-opus-4-6'. The new fact is redundant with existing memory coverage.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A session was started using the zai/glm-5 model","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: 43bdc9c0-1fc8-47f1-ab79-15873ea56e52
memory_id: 44caac8b-0cbb-46c7-ba6a-19c168dfaef2
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:58:35.801Z
reason:
  Candidate [5] already documents that 'Nicholai switched from zai/glm-5 to anthropic/claude-opus-4-6' plus additional context about indistinguishability. New fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai switched from zai/glm-5 to anthropic/claude-opus-4-6 during a session","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: c775e0bb-4b1b-4e29-a3a2-ff630ccaadaa
memory_id: 44caac8b-0cbb-46c7-ba6a-19c168dfaef2
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T07:58:35.801Z
reason:
  Candidate [5] already captures this exact observation: 'Nicholai couldn't tell the difference between GLM-5 and Opus in casual conversation'. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"In casual conversation, Nicholai could not perceive a quality difference between zai/glm-5 and anthropic/claude-opus-4-6 models","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: 03d63321-4c49-4117-9967-375906198d79
memory_id: 8eb7c3b4-44e9-4ab4-bc8c-5c681f8b4d6e
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:19:10.116Z
reason:
  Existing candidate [5] already captures this exact request: 'Nicholai requested a tutorial blog post for the Signet website helping ChatGPT users transition to Claude while preserving their conversation memory.' Candidate [3] documents the broader decision to create this tutorial with SEO and backlinking strategy. New fact is redundant with existing coverage.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai requested a tutorial blog post for the Signet website addressing ChatGPT to Claude migration","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: 3c18d5c5-20ea-45d9-983d-639588984913
memory_id: 8eb7c3b4-44e9-4ab4-bc8c-5c681f8b4d6e
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:19:10.116Z
reason:
  Candidate [4] already captures this exact information: a blog post for Signet website helping ChatGPT users transition to Claude while preserving conversation memory. The new fact is a near-identical restatement and would be redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet website blog post tutorial guides ChatGPT users on migrating to Claude while preserving their conversation memory","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: 2fd323e5-be11-4a24-aaea-371ddd53c1c4
memory_id: 8eb7c3b4-44e9-4ab4-bc8c-5c681f8b4d6e
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-03-02T09:19:10.116Z
actor_type: pipeline
old_content:
  ## Blog Post: ChatGPT to Claude Migration with Memory Transfer Nicholai requested a tutorial blog post for the Signet website helping ChatGPT users transition to Claude while preserving their conversation memory.

new_content:
  The blog post focuses on memory transfer as a key feature of the ChatGPT to Claude migration process

reason:
  New fact specifies that memory transfer is the KEY FOCUS of the blog post. Candidate [4] already mentions preserving conversation memory; this refines it to emphasize memory transfer as the central feature of the migration tutorial.


id: d2e051a0-c5df-4d9f-882e-380e0bfe56ad
memory_id: 8eb7c3b4-44e9-4ab4-bc8c-5c681f8b4d6e
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:19:10.117Z
reason:
  New fact specifies that memory transfer is the KEY FOCUS of the blog post. Candidate [4] already mentions preserving conversation memory; this refines it to emphasize memory transfer as the central feature of the migration tutorial.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"8eb7c3b4-44e9-4ab4-bc8c-5c681f8b4d6e","targetContent":"## Blog Post: ChatGPT to Claude Migration with Memory Transfer Nicholai requested a tutorial blog post for the Signet website helping ChatGPT users transition to Claude while preserving their conversation memory.","confidence":0.85,"fact":{"content":"The blog post focuses on memory transfer as a key feature of the ChatGPT to Claude migration process","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"8eb7c3b4-44e9-4ab4-bc8c-5c681f8b4d6e","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bc0f1ec3-ccc1-4bd9-b959-83bb64f0cde3
memory_id: a08246d3-65d1-429d-b279-10687da6ede9
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:19:53.787Z
reason:
  Existing candidate [5] already captures this exact decision with additional detail about backlinking strategy. New fact is redundant and fully subsumed by the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"a08246d3-65d1-429d-b279-10687da6ede9","targetContent":"The post should function as an SEO-optimized, keyword-dense guide that educates readers on how AI memory systems work while naturally backlinking to Signet, OpenClaw, and Claude Code for power users seeking deeper integration.","confidence":0.95,"fact":{"content":"The post should be SEO-optimized and keyword-dense to educate readers on how AI memory systems work","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: f6f74336-e088-4569-a897-49aea7c0c78c
memory_id: a08246d3-65d1-429d-b279-10687da6ede9
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:19:53.787Z
reason:
  Candidate [4] already captures this requirement: 'naturally backlinking to Signet, OpenClaw, and Claude Code for power users seeking deeper integration.' The new fact is a restatement of existing memory without additional nuance or detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The post should include natural backlinks to Signet, OpenClaw, and Claude Code as resources for power users","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: 2e2d6fda-a367-4167-9362-548f3815c8b9
memory_id: a08246d3-65d1-429d-b279-10687da6ede9
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:19:53.787Z
reason:
  Candidate [5] already explicitly states the blog post should target 'power users seeking deeper integration' — the new fact reiterates the same audience definition without adding new information beyond what's already captured in the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The post's target audience is power users seeking deeper integration with AI memory systems","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: 757abe38-f7eb-4533-a26f-163f6b6654bf
memory_id: 8c315e5c-3084-46c0-b552-f788d3262df8
event: created
new_content: Tutorial content should follow a standard format with genuine helpfulness and insight
changed_by: pipeline-v2
created_at: 2026-03-02T09:21:05.073Z
reason:
  New fact is a specific procedural guideline for tutorial content format, distinct from existing candidate [5] which covers general communication style preferences. While both emphasize genuine helpfulness, the new fact addresses tutorial structure and content standards which is not covered by existing memories.

metadata:
  {"proposedAction":"add","sourceMemoryId":"f286617e-4bcb-4a89-a28f-97550539e90a","decisionConfidence":0.75,"factConfidence":0.75,"extractionModel":"haiku"}


id: 048972f5-c751-4a00-a1f6-e9f26f06774c
memory_id: f286617e-4bcb-4a89-a28f-97550539e90a
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:21:05.073Z
reason:
  New fact is a specific procedural guideline for tutorial content format, distinct from existing candidate [5] which covers general communication style preferences. While both emphasize genuine helpfulness, the new fact addresses tutorial structure and content standards which is not covered by existing memories.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.75,"fact":{"content":"Tutorial content should follow a standard format with genuine helpfulness and insight","type":"procedural","confidence":0.75},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":"8c315e5c-3084-46c0-b552-f788d3262df8","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9cfba9bf-fc7a-41b8-b69b-2b4770356061
memory_id: f286617e-4bcb-4a89-a28f-97550539e90a
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:21:05.074Z
reason:
  New fact is already captured in candidate 4 (Key requirements) which explicitly lists 'SEO strategy: Keyword-heavy optimization for discoverability' as an established requirement. Candidate 3 also covers this same concept for the blog post migration tutorial. No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Tutorial SEO strategy should use keyword-heavy optimization for discoverability","type":"decision","confidence":0.75},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 797142f4-02a3-4374-a864-5465fa102357
memory_id: f286617e-4bcb-4a89-a28f-97550539e90a
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:21:05.074Z
reason:
  Candidate [4] already establishes this scope requirement: 'Scope: Cover the mechanics of memory export/import and platform differences'. New fact restates existing established scope without adding new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Tutorial scope covers the mechanics of memory export and import across platforms","type":"procedural","confidence":0.75},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 825ad020-f784-48a0-95b5-c9dcdb1450be
memory_id: b55d3dc5-bcd3-436f-9987-f125d50c1877
event: created
new_content: Tutorial scope covers platform differences in memory handling
changed_by: pipeline-v2
created_at: 2026-03-02T09:21:05.074Z
reason:
  New procedural fact about tutorial scope for platform-specific memory handling. Candidate [5] covers LANDSCAPE.md analysis of platforms, but the new fact is specifically about tutorial design/scope—a separate concern. No existing candidate addresses tutorial content structure or pedagogical approach.

metadata:
  {"proposedAction":"add","sourceMemoryId":"f286617e-4bcb-4a89-a28f-97550539e90a","decisionConfidence":0.75,"factConfidence":0.75,"extractionModel":"haiku"}


id: db5296af-f08a-48b0-8662-0d7cb25c168b
memory_id: f286617e-4bcb-4a89-a28f-97550539e90a
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:21:05.074Z
reason:
  New procedural fact about tutorial scope for platform-specific memory handling. Candidate [5] covers LANDSCAPE.md analysis of platforms, but the new fact is specifically about tutorial design/scope—a separate concern. No existing candidate addresses tutorial content structure or pedagogical approach.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.75,"fact":{"content":"Tutorial scope covers platform differences in memory handling","type":"procedural","confidence":0.75},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":"b55d3dc5-bcd3-436f-9987-f125d50c1877","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1468ca16-e528-4888-b5d1-4c72c7fb49b2
memory_id: f286617e-4bcb-4a89-a28f-97550539e90a
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:21:05.074Z
reason:
  New fact is a strategic principle about backlink organization across multiple contexts, distinct from the blog post requirements in candidates [3]-[5]. While related to the ChatGPT-to-Claude tutorial project, this decision captures a broader pattern for how Signet should be positioned in organic backlinks for memory management solutions. Worth storing as standalone guidance.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.65,"fact":{"content":"Backlinks should organically integrate Signet references for users seeking memory management solutions","type":"decision","confidence":0.6},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":"low_fact_confidence"}


id: fea728be-e95a-4b5d-b4ef-08ba35493b6b
memory_id: c3979151-1697-4a9b-80b2-1efcc0bac2ef
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:21:50.973Z
reason:
  New fact is already comprehensively covered by candidate 5, which explicitly states the assistant fetched these exact competitor resources (quitgpt.org, switchtoclaude.com, artificialcorner.com, tomsguide.com). No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An assistant conducted research by fetching competitor resources from quitgpt.org, switchtoclaude.com, artificialcorner.com, and tomsguide.com","type":"procedural","confidence":0.7},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1c82f70e-7887-4a59-9ecc-c149a1c9de4a
memory_id: c3979151-1697-4a9b-80b2-1efcc0bac2ef
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:21:50.973Z
reason:
  Candidate [2] already contains this exact fact with additional context about ChatGPT transfer and migration tutorial requirements. New fact is fully covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Anthropic provides a native memory import tool accessible at claude.com/import-memory","type":"fact","confidence":0.75},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7cf188fa-3558-44a7-abe1-2e660014f3db
memory_id: c3979151-1697-4a9b-80b2-1efcc0bac2ef
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:21:50.973Z
reason:
  Candidate [5] already captures this fact—it explicitly states 'noting Anthropic's native memory import tool at claude.com/import-memory as a critical resour[ce]' during the competitor research phase. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The memory import tool was identified as a critical resource during competitor research analysis","type":"fact","confidence":0.6},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1c1ac26e-704a-4800-ba73-101f848212c5
memory_id: 98f8e200-1af8-4390-8584-0842fe6991fc
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:22:56.723Z
reason:
  Candidate [5] (ID: 98f8e200-1af8-4390-8584-0842fe6991fc) already captures these exact next steps with additional detail about SEO-optimization and Signet integration. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The next steps for this project include: (1) completing resource analysis, (2) exploring the current Signet website blog structure, and (3) drafting a tutorial","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: b7ae4945-e1f1-4e7c-a94d-bc196c5f0095
memory_id: 98f8e200-1af8-4390-8584-0842fe6991fc
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:22:56.724Z
reason:
  This fact is already captured in candidate 5 (ID: 98f8e200-1af8-4390-8584-0842fe6991fc), which explicitly states 'draft the tutorial with SEO-optimized structure' as part of the next steps. No new information is added by this fact.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The tutorial being drafted should have SEO-optimized structure","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0afaf77e-1abe-486a-b6a8-cfedd50601f5
memory_id: 98f8e200-1af8-4390-8584-0842fe6991fc
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:22:56.724Z
reason:
  Candidate [5] already captures this decision: it explicitly mentions 'draft the tutorial with SEO-optimized structure and natural Signet integration points' as a next step

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The tutorial should include natural integration points with Signet","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 67b9bfc8-297f-4572-82b9-a8f6e54fdb7c
memory_id: 98f8e200-1af8-4390-8584-0842fe6991fc
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:22:56.724Z
reason:
  Existing candidate [5] already captures this principle explicitly: 'explore current Signet website blog structure' is listed as a next step before drafting the tutorial. Candidate [2] contains the actual detailed findings from that exploration (Astro structure, file paths, components). The new fact is a restatement of what's already recorded.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The Signet website has an existing blog structure that needs to be explored and understood before drafting the tutorial","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: d181413a-7383-401c-861c-e1ddf895b3db
memory_id: b155e5fa-5f8e-40a9-9178-5e06924caa3e
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:37:20.582Z
reason:
  New fact is already comprehensively covered by candidate [5], which explicitly captures the Reddit comment strategy: prioritize genuine helpfulness and real value first (surface specific settings, explain mechanisms), then mention Signet as 'my favorite option'. 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":"Reddit comments about Signet should prioritize genuine helpfulness and adding real value first (surfacing specific settings, explaining mechanisms) before mentioning Signet","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 09ffed15-6d3c-4613-b445-9103f54ee026
memory_id: b155e5fa-5f8e-40a9-9178-5e06924caa3e
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:37:20.582Z
reason:
  Candidate [5] (ID: b155e5fa-5f8e-40a9-9178-5e06924caa3e) already comprehensively covers this exact guidance: 'mention signetai.sh as my favorite option alongside other tools like Ollama, LMstudio, OpenWebUI.' The new fact is a subset of the existing rule and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"In Reddit comments, signetai.sh should be presented as 'my favorite option' rather than as the primary recommendation","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 70e2edd9-dcbd-422b-a41f-c308d8e15c96
memory_id: b155e5fa-5f8e-40a9-9178-5e06924caa3e
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:37:20.582Z
reason:
  Candidate [5] already explicitly captures this guidance: 'mention signetai.sh as my favorite option alongside other tools like Ollama, LMstudio, OpenWebUI.' The new fact is a restatement of existing rule.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Reddit comments about Signet should mention alternative tools (Ollama, LMstudio, OpenWebUI) alongside signetai.sh","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fa551fda-01f7-4744-bfb5-024bb2aec5a6
memory_id: b155e5fa-5f8e-40a9-9178-5e06924caa3e
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:37:20.582Z
reason:
  Candidate [5] already comprehensively covers both principles: 'Never take ownership or sound promotional' directly addresses both avoiding promotional tone and not claiming ownership. The existing memory includes detailed guidance (genuine, adds real value first, one link buried naturally) and references the r/OpenAI comment as the gold standard example. The new fact is already well-covered and doesn't add new information beyond what's in [5].

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Reddit comments about Signet should avoid promotional tone and should not claim ownership of the tool","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fd920af2-a397-47e2-ac79-9cdd7fa93fc4
memory_id: b155e5fa-5f8e-40a9-9178-5e06924caa3e
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:37:20.582Z
reason:
  Candidate [5] already establishes this exact guideline: 'One link, buried naturally' for Reddit comments about Signet. The new fact restates this principle with slightly more explicit language but adds no new substantive information beyond what's already captured in the existing procedural rule.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Reddit comments about Signet should include exactly one link, placed naturally within the text rather than prominently featured","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3975aacd-e00d-44e1-9bca-bfd4d6c96917
memory_id: b155e5fa-5f8e-40a9-9178-5e06924caa3e
event: none
changed_by: pipeline-v2
created_at: 2026-03-02T09:37:20.582Z
reason:
  New fact is already covered by existing candidate [5], which explicitly states 'See the r/OpenAI comment as the gold standard example' for Signet's Reddit commenting style. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"b155e5fa-5f8e-40a9-9178-5e06924caa3e","targetContent":"Reddit comment style for Signet: genuine, helpful, adds real value first (e.g. surface the actual setting, explain the real mechanism), then mention signetai.sh as 'my favorite option' alongside other tools like Ollama, LMstudio, OpenWebUI. Never take ownership or sound promotional. One link, buried naturally. See the r/OpenAI comment as the gold standard example.","confidence":0.95,"fact":{"content":"A comment in r/OpenAI serves as the gold standard example for the recommended Reddit commenting style for Signet","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


# memory_jobs

id: a3099785-d143-4b3f-ba00-2a615eb9ceff
memory_id: 58550421-925f-4607-b98d-cf1515f90f62
job_type: extract
status: completed
leased_at: 2026-02-21T16:24:23.926Z
completed_at: 2026-02-21T16:25:03.633Z
created_at: 2026-02-21T16:24:22.702Z
updated_at: 2026-02-21T16:25:03.633Z
result:
  {"facts":[],"entities":[],"proposals":[],"writeMode":"shadow","writeStats":{"added":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":["Failed to parse LLM output as JSON"]}


id: f445238d-d31e-4728-b1cc-8449072baca0
memory_id: 3e0c48c4-9411-4e54-8487-ba505a7a96f7
job_type: extract
status: completed
leased_at: 2026-02-21T16:43:08.550Z
completed_at: 2026-02-21T16:43:43.985Z
created_at: 2026-02-21T16:43:07.634Z
updated_at: 2026-02-21T16:43:43.985Z
result:
  {"facts":[],"entities":[{"source":"Nicholai","relationship":"uses","target":"TypeScript","confidence":0.9},{"source":"Nicholai","relationship":"prefers","target":"VS Code","confidence":0.9},{"source":"Nicholai","relationship":"uses","target":"vim keybindings","confidence":0.9},{"source":"Nicholai","relationship":"deploys","target":"Cloudflare Workers","confidence":0.9}],"proposals":[],"writeMode":"phase-c","writeStats":{"added":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: a3a086b4-616a-4509-a7b9-2fd114df1e0d
memory_id: 7ee0fe90-cf2d-48f1-b46c-6a86443cea46
job_type: extract
status: completed
leased_at: 2026-02-21T16:45:35.372Z
completed_at: 2026-02-21T16:46:20.375Z
created_at: 2026-02-21T16:45:35.261Z
updated_at: 2026-02-21T16:46:20.375Z
result:
  {"facts":[],"entities":[],"proposals":[],"writeMode":"phase-c","writeStats":{"added":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":["LLM error: Ollama timeout after 45000ms"]}


id: 186b50e3-02c1-4cde-9778-6b433a7f5391
memory_id: 6b492824-9e74-43ff-9e2d-1f6abcc2f003
job_type: extract
status: completed
leased_at: 2026-02-21T16:54:10.091Z
completed_at: 2026-02-21T16:55:20.005Z
created_at: 2026-02-21T16:54:08.173Z
updated_at: 2026-02-21T16:55:20.005Z
result:
  {"facts":[{"content":"Nicholai works at a VFX studio","type":"fact","confidence":0.9},{"content":"Nicholai uses Foundry Nuke for compositing","type":"fact","confidence":0.9},{"content":"Team uses Biohazard project tracker for managing VFX shots","type":"decision","confidence":0.85}],"entities":[{"source":"Nicholai","relationship":"works at","target":"VFX studio","confidence":0.9},{"source":"Nicholai","relationship":"uses","target":"Foundry Nuke","confidence":0.9},{"source":"Team","relationship":"uses","target":"Biohazard project tracker","confidence":0.85},{"source":"Team","relationship":"manages","target":"VFX shots","confidence":0.85}],"proposals":[{"action":"add","targetMemoryId":"","confidence":0.9,"reason":"The new fact concerns employment location (VFX studio), while the existing candidate is a file system path. There is no overlap or contradiction, so the new fact should be stored.","fact":{"content":"Nicholai works at a VFX studio","type":"fact","confidence":0.9}},{"action":"add","confidence":1,"reason":"New fact is distinct from existing memory regarding fonts.","fact":{"content":"Nicholai uses Foundry Nuke for compositing","type":"fact","confidence":0.9}},{"action":"update","targetMemoryId":"ed2cf81c-72a2-4742-b684-915059c0de44","confidence":0.85,"reason":"The new fact identifies the specific tool (Biohazard) and its domain (VFX shots), refining the general description of the project management dashboard in candidate [2].","fact":{"content":"Team uses Biohazard project tracker for managing VFX shots","type":"decision","confidence":0.85},"targetContent":"### What It Is\n\n- Project management dashboard for Jake & Nicholai's agency\n- Tracks clients, delegates work, hits deadlines, sends notifications\n- Kanban board with drag & drop (@hello-pangea/dnd)\n- MCP server for Claude to manage tasks directly"}],"writeMode":"phase-c","writeStats":{"added":2,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":1,"reviewNeeded":0,"embeddingsAdded":2},"warnings":[]}


id: 8e31f16c-eb59-4f90-b742-f9a07d52ed0c
memory_id: 034cb0f3-bf2e-41f5-9c45-bd7baf6d7861
job_type: extract
status: completed
leased_at: 2026-02-21T17:05:59.361Z
completed_at: 2026-02-21T17:07:04.640Z
created_at: 2026-02-21T17:05:59.010Z
updated_at: 2026-02-21T17:07:04.640Z
result:
  {"facts":[{"content":"Signet CLI dashboard is built using SvelteKit","type":"fact","confidence":1},{"content":"Signet CLI dashboard uses a static adapter","type":"fact","confidence":1},{"content":"Signet CLI dashboard runs on port 3850","type":"fact","confidence":1},{"content":"Signet CLI dashboard runs alongside the daemon API","type":"fact","confidence":1}],"entities":[{"source":"Nicholai","relationship":"built","target":"Signet CLI dashboard","confidence":1},{"source":"Signet CLI dashboard","relationship":"uses","target":"SvelteKit","confidence":1},{"source":"Signet CLI dashboard","relationship":"uses","target":"static adapter","confidence":1},{"source":"Signet CLI dashboard","relationship":"runs on","target":"port 3850","confidence":1},{"source":"Signet CLI dashboard","relationship":"runs alongside","target":"daemon API","confidence":1}],"proposals":[{"action":"add","confidence":1,"reason":"The new fact provides technical implementation details (SvelteKit) that complement, rather than contradict or replace, the existing memory which describes the project's functionality (Project management dashboard).","fact":{"content":"Signet CLI dashboard is built using SvelteKit","type":"fact","confidence":1}},{"action":"add","targetMemoryId":"","confidence":1,"reason":"New fact provides specific technical implementation detail (static adapter for Signet CLI dashboard) not covered by the general task list regarding harness adapters.","fact":{"content":"Signet CLI dashboard uses a static adapter","type":"fact","confidence":1}},{"action":"add","targetMemoryId":"","confidence":1,"reason":"New fact describes a distinct service ('Signet CLI dashboard') on port 3850, which does not match the existing candidate describing 'openagents-dashboard' on port 3847.","fact":{"content":"Signet CLI dashboard runs on port 3850","type":"fact","confidence":1}},{"action":"add","targetMemoryId":"","confidence":1,"reason":"The new fact discusses a specific 'Signet CLI dashboard' component, which is distinct from the 'openagents-dashboard' service listed in the existing candidate. It adds specific architectural context.","fact":{"content":"Signet CLI dashboard runs alongside the daemon API","type":"fact","confidence":1}}],"writeMode":"phase-c","writeStats":{"added":4,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":4},"warnings":[]}


id: 0595fd74-828d-490c-9da4-596be0660923
memory_id: e29417ac-2bde-4173-8cf3-85ec082ea33a
job_type: extract
status: completed
leased_at: 2026-02-21T17:29:32.242Z
completed_at: 2026-02-21T17:29:53.163Z
created_at: 2026-02-21T17:29:32.209Z
updated_at: 2026-02-21T17:29:53.163Z
result:
  {"facts":[{"content":"Claude prefers to use bun as the package manager for all JavaScript projects","type":"preference","confidence":0.9}],"entities":[{"source":"Claude","relationship":"prefers","target":"bun","confidence":0.9},{"source":"Claude","relationship":"uses","target":"bun","confidence":0.9}],"proposals":[{"action":"add","confidence":0.9,"reason":"The new fact concerns Claude's preference for package managers, while the existing candidate describes architectural implementation details (bundling with bun).","fact":{"content":"Claude prefers to use bun as the package manager for all JavaScript projects","type":"preference","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"deduped":1,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 1eb91b14-089c-4579-93f1-534fe1d8567a
memory_id: a40c9553-c975-4255-ac3c-07bb159dc5b1
job_type: extract
status: completed
leased_at: 2026-02-21T17:31:00.828Z
completed_at: 2026-02-21T17:31:52.948Z
created_at: 2026-02-21T17:30:58.982Z
updated_at: 2026-02-21T17:31:52.948Z
result:
  {"facts":[{"content":"Nicholai uses Hyprland as a Wayland compositor on Arch Linux","type":"decision","confidence":1},{"content":"Hyprland is a Wayland compositor","type":"semantic","confidence":1},{"content":"Hyprland runs on Arch Linux","type":"fact","confidence":1}],"entities":[{"source":"Nicholai","relationship":"uses","target":"Hyprland","confidence":1},{"source":"Hyprland","relationship":"is","target":"Wayland compositor","confidence":1},{"source":"Hyprland","relationship":"runs on","target":"Arch Linux","confidence":1}],"proposals":[{"action":"none","targetMemoryId":"","confidence":1,"reason":"New fact is semantically identical to existing memory and provides no new information.","fact":{"content":"Nicholai uses Hyprland as a Wayland compositor on Arch Linux","type":"decision","confidence":1}},{"action":"add","confidence":1,"reason":"New fact provides a general definition of Hyprland that is distinct from the specific user usage in candidate [1] and the technical implementation details in candidate [2].","fact":{"content":"Hyprland is a Wayland compositor","type":"semantic","confidence":1}},{"action":"add","confidence":1,"reason":"New fact introduces distinct information regarding software compatibility that does not overlap with the existing technical implementation detail.","fact":{"content":"Hyprland runs on Arch Linux","type":"fact","confidence":1}}],"writeMode":"phase-c","writeStats":{"added":2,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":2},"warnings":[]}


id: 8c5a9b26-545c-4e72-9afb-9d0df5eb24a7
memory_id: 1aa4ac09-9772-4107-9401-695973ee9299
job_type: extract
status: completed
leased_at: 2026-02-21T17:46:54.686Z
completed_at: 2026-02-21T17:48:52.461Z
created_at: 2026-02-21T17:46:54.097Z
updated_at: 2026-02-21T17:48:52.461Z
result:
  {"facts":[{"content":"Nicholai works at Biohazard VFX studio","type":"fact","confidence":1},{"content":"Biohazard VFX studio is located in Vancouver","type":"fact","confidence":1},{"content":"Nicholai uses Foundry Nuke for compositing","type":"fact","confidence":1},{"content":"Nicholai uses Python for pipeline tools","type":"fact","confidence":1},{"content":"Sarah Chen is Nicholai's team lead","type":"fact","confidence":1},{"content":"Marcus Williams runs the lighting department","type":"fact","confidence":1},{"content":"Biohazard VFX studio uses Shotgrid for project tracking","type":"fact","confidence":1},{"content":"Biohazard VFX studio uses Perforce for version control","type":"fact","confidence":1}],"entities":[{"source":"Nicholai","relationship":"works at","target":"Biohazard VFX studio","confidence":1},{"source":"Biohazard VFX studio","relationship":"located in","target":"Vancouver","confidence":1},{"source":"Nicholai","relationship":"uses","target":"Foundry Nuke","confidence":1},{"source":"Nicholai","relationship":"uses","target":"Python","confidence":1},{"source":"Nicholai","relationship":"has as team lead","target":"Sarah Chen","confidence":1},{"source":"Lighting department","relationship":"run by","target":"Marcus Williams","confidence":1},{"source":"Biohazard VFX studio","relationship":"uses","target":"Shotgrid","confidence":1},{"source":"Biohazard VFX studio","relationship":"uses","target":"Perforce","confidence":1}],"proposals":[{"action":"none","targetMemoryId":"","confidence":1,"reason":"Existing memory ID 1aa4ac09-9772-4107-9401-695973ee9299 already states that Nicholai works at Biohazard VFX studio.","fact":{"content":"Nicholai works at Biohazard VFX studio","type":"fact","confidence":1}},{"action":"none","confidence":0.5,"reason":"The location of Biohazard VFX studio is explicitly stated as 'in Vancouver' in the existing candidate memory.","fact":{"content":"Biohazard VFX studio is located in Vancouver","type":"fact","confidence":1}},{"action":"none","targetMemoryId":"","confidence":1,"reason":"The new fact is identical to content already present in existing memory candidate [5].","fact":{"content":"Nicholai uses Foundry Nuke for compositing","type":"fact","confidence":1}},{"action":"none","confidence":1,"reason":"The new fact is fully contained within Candidate 4.","fact":{"content":"Nicholai uses Python for pipeline tools","type":"fact","confidence":1}},{"action":"none","targetMemoryId":"","confidence":1,"reason":"The new fact is already explicitly stated within Candidate 1.","fact":{"content":"Sarah Chen is Nicholai's team lead","type":"fact","confidence":1}},{"action":"add","targetMemoryId":"","confidence":1,"reason":"The new fact is a specific relationship (Marcus Williams runs the lighting department) that is embedded within the broader narrative of Candidate 1. Storing it as a standalone fact improves the granularity and structure of the memory database.","fact":{"content":"Marcus Williams runs the lighting department","type":"fact","confidence":1}},{"action":"none","targetMemoryId":"","confidence":1,"reason":"The new fact is fully contained within existing memory candidate [1].","fact":{"content":"Biohazard VFX studio uses Shotgrid for project tracking","type":"fact","confidence":1}},{"action":"none","targetMemoryId":"1aa4ac09-9772-4107-9401-695973ee9299","confidence":1,"reason":"The new fact is already contained within candidate [1] which explicitly states 'The studio uses ... Perforce for version control of VFX assets'.","fact":{"content":"Biohazard VFX studio uses Perforce for version control","type":"fact","confidence":1},"targetContent":"Nicholai works at Biohazard VFX studio in Vancouver. He uses Foundry Nuke for compositing and Python for pipeline tools. His team lead is Sarah Chen, and they collaborate with the lighting department run by Marcus Williams. The studio uses Shotgrid for project tracking and Perforce for version control of VFX assets."}],"writeMode":"phase-c","writeStats":{"added":1,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: f34e9440-acea-44ff-8667-13405baf9f75
memory_id: 2f9fdc9e-cb92-4961-8919-e9de25cf0d09
job_type: extract
status: completed
leased_at: 2026-02-21T20:22:18.133Z
completed_at: 2026-02-21T20:22:36.197Z
created_at: 2026-02-21T20:16:49.400Z
updated_at: 2026-02-21T20:22:36.197Z
result:
  {"facts":[{"content":"GET /api/timeline endpoint was added to Signet daemon","type":"decision","confidence":0.95},{"content":"Endpoint exposes recent memory activity","type":"fact","confidence":0.95},{"content":"Endpoint is designed for dashboard timeline view","type":"procedural","confidence":0.95},{"content":"Timeline builder is located at packages/daemon/src/timeline.ts","type":"fact","confidence":0.95},{"content":"Timeline builder aggregates events from memory_history, memories, and connectors tables","type":"fact","confidence":0.95},{"content":"Timeline builder produces unified event feed","type":"fact","confidence":0.9}],"entities":[{"source":"GET /api/timeline","relationship":"is_component_of","target":"Signet daemon","confidence":0.95},{"source":"GET /api/timeline","relationship":"exposes","target":"recent memory activity","confidence":0.95},{"source":"GET /api/timeline","relationship":"serves","target":"dashboard timeline view","confidence":0.95},{"source":"GET /api/timeline","relationship":"uses","target":"timeline builder","confidence":0.95},{"source":"timeline builder","relationship":"located_at","target":"packages/daemon/src/timeline.ts","confidence":0.95},{"source":"timeline builder","relationship":"aggregates","target":"memory_history table","confidence":0.95},{"source":"timeline builder","relationship":"aggregates","target":"memories table","confidence":0.95},{"source":"timeline builder","relationship":"aggregates","target":"connectors table","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"GET /api/timeline endpoint was added to Signet daemon","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Endpoint exposes recent memory activity","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Endpoint is designed for dashboard timeline view","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Timeline builder is located at packages/daemon/src/timeline.ts","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Timeline builder aggregates events from memory_history, memories, and connectors tables","type":"fact","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Timeline builder produces unified event feed","type":"fact","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":6,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":6},"warnings":[]}


id: 2f7f9af1-f53a-41f6-b74c-3efcec1604ec
memory_id: 437d1950-ca01-479b-af48-dfbac34d145e
job_type: extract
status: completed
leased_at: 2026-02-21T20:17:18.156Z
completed_at: 2026-02-21T20:17:29.905Z
created_at: 2026-02-21T20:16:49.413Z
updated_at: 2026-02-21T20:17:29.905Z
result:
  {"facts":[{"content":"Endpoint accepts optional query parameters for pagination and filtering","type":"procedural","confidence":0.95},{"content":"limit parameter defaults to 50","type":"semantic","confidence":0.95},{"content":"offset parameter defaults to 0","type":"semantic","confidence":0.95},{"content":"type parameter filters by event category","type":"procedural","confidence":0.95},{"content":"Event categories include memories, connectors, and system","type":"semantic","confidence":0.95},{"content":"Response contains events array, total count, and hasMore flag","type":"semantic","confidence":0.95},{"content":"Event objects include id, type, timestamp, summary, and details fields","type":"semantic","confidence":0.95}],"entities":[{"source":"endpoint","relationship":"accepts","target":"limit parameter","confidence":0.95},{"source":"endpoint","relationship":"accepts","target":"offset parameter","confidence":0.95},{"source":"endpoint","relationship":"accepts","target":"type filter","confidence":0.95},{"source":"limit parameter","relationship":"has default","target":"50","confidence":0.95},{"source":"offset parameter","relationship":"has default","target":"0","confidence":0.95},{"source":"type filter","relationship":"filters by","target":"event categories","confidence":0.95},{"source":"event categories","relationship":"includes","target":"memories","confidence":0.95},{"source":"event categories","relationship":"includes","target":"connectors","confidence":0.95},{"source":"event categories","relationship":"includes","target":"system","confidence":0.95},{"source":"response","relationship":"contains","target":"events array","confidence":0.95},{"source":"response","relationship":"contains","target":"total","confidence":0.95},{"source":"response","relationship":"contains","target":"hasMore","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Endpoint accepts optional query parameters for pagination and filtering","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"limit parameter defaults to 50","type":"semantic","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"offset parameter defaults to 0","type":"semantic","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"type parameter filters by event category","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Event categories include memories, connectors, and system","type":"semantic","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Response contains events array, total count, and hasMore flag","type":"semantic","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Event objects include id, type, timestamp, summary, and details fields","type":"semantic","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":7,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":7},"warnings":[]}


id: cfb71b0f-ff01-40fb-bb94-3cd2fa5a551d
memory_id: 0341bb8b-03ed-4427-a816-b980990694f8
job_type: extract
status: completed
leased_at: 2026-02-21T20:17:31.907Z
completed_at: 2026-02-21T20:17:42.195Z
created_at: 2026-02-21T20:16:49.424Z
updated_at: 2026-02-21T20:17:42.195Z
result:
  {"facts":[{"content":"Memory extraction events (extraction_complete, decision_applied) from pipeline worker are included in the timeline","type":"decision","confidence":0.95},{"content":"All timestamps use ISO 8601 format","type":"procedural","confidence":0.95},{"content":"ISO 8601 timestamp format maintains consistency across the Signet API","type":"semantic","confidence":0.9}],"entities":[{"source":"pipeline worker","relationship":"generates","target":"memory extraction events","confidence":0.95},{"source":"memory extraction events","relationship":"includes","target":"extraction_complete","confidence":0.95},{"source":"memory extraction events","relationship":"includes","target":"decision_applied","confidence":0.95},{"source":"timestamps","relationship":"uses","target":"ISO 8601 format","confidence":0.95},{"source":"Signet API","relationship":"maintains consistency with","target":"ISO 8601 format","confidence":0.9}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Memory extraction events (extraction_complete, decision_applied) from pipeline worker are included in the timeline","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"All timestamps use ISO 8601 format","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"ISO 8601 timestamp format maintains consistency across the Signet API","type":"semantic","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":3,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":3},"warnings":[]}


id: 2a91b8a7-f9ce-44dd-8a9f-af160b991107
memory_id: d70eda84-6b97-44d5-9ecb-82aa860e284b
job_type: extract
status: completed
leased_at: 2026-02-21T20:17:44.196Z
completed_at: 2026-02-21T20:17:54.029Z
created_at: 2026-02-21T20:16:49.434Z
updated_at: 2026-02-21T20:17:54.029Z
result:
  {"facts":[{"content":"Frontend implementation for timeline is deferred to next session","type":"decision","confidence":0.95},{"content":"Timeline component should be added to packages/cli/dashboard/src/routes/","type":"procedural","confidence":0.9},{"content":"Timeline component will be built with SvelteKit","type":"decision","confidence":0.9},{"content":"Timeline component consumes the timeline endpoint","type":"semantic","confidence":0.85}],"entities":[{"source":"frontend implementation","relationship":"deferred_to","target":"next session","confidence":0.95},{"source":"timeline component","relationship":"located_in","target":"packages/cli/dashboard/src/routes/","confidence":0.9},{"source":"timeline component","relationship":"built_with","target":"SvelteKit","confidence":0.9},{"source":"timeline component","relationship":"consumes","target":"timeline endpoint","confidence":0.85}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Frontend implementation for timeline is deferred to next session","type":"decision","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Timeline component should be added to packages/cli/dashboard/src/routes/","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Timeline component will be built with SvelteKit","type":"decision","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"No existing memories match this fact","fact":{"content":"Timeline component consumes the timeline endpoint","type":"semantic","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":4,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":4},"warnings":[]}


id: 8c314c6d-6ec2-42a9-9122-b6b2a4e7deb2
memory_id: a7043461-98f5-47bd-b504-94b2addbd376
job_type: extract
status: completed
leased_at: 2026-02-22T09:15:11.813Z
completed_at: 2026-02-22T09:15:24.932Z
created_at: 2026-02-22T09:15:10.608Z
updated_at: 2026-02-22T09:15:24.932Z
result:
  {"facts":[{"content":"Session initialized with user requesting investigation of an image","type":"fact","confidence":0.95},{"content":"Image data was corrupted or incomplete during transmission","type":"fact","confidence":0.95},{"content":"Analysis is impossible due to data corruption","type":"fact","confidence":0.9},{"content":"No code work, investigation, or technical decisions have occurred","type":"procedural","confidence":0.95},{"content":"System is awaiting clarification or properly transmitted image to begin work","type":"procedural","confidence":0.95}],"entities":[{"source":"User","relationship":"requested","target":"image investigation","confidence":0.95},{"source":"Image","relationship":"has property","target":"corrupted or incomplete data","confidence":0.95},{"source":"Analysis","relationship":"blocked by","target":"data corruption","confidence":0.9},{"source":"Session","relationship":"awaiting","target":"properly transmitted image","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Session initialized with user requesting investigation of an image","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Image data was corrupted or incomplete during transmission","type":"fact","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Analysis is impossible due to data corruption","type":"fact","confidence":0.9}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"No code work, investigation, or technical decisions have occurred","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"System is awaiting clarification or properly transmitted image to begin work","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":5,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":5},"warnings":[]}


id: 357ce7bd-48f2-429b-8ed5-14c7032753ce
memory_id: f0786a32-43e8-4cb9-a96d-aaf1f54dde0e
job_type: extract
status: completed
leased_at: 2026-02-22T09:16:50.963Z
completed_at: 2026-02-22T09:17:04.546Z
created_at: 2026-02-22T09:16:49.564Z
updated_at: 2026-02-22T09:17:04.546Z
result:
  {"facts":[{"content":"Session initialized with standard startup hooks","type":"procedural","confidence":0.95},{"content":"No coding work occurred during session","type":"fact","confidence":0.95},{"content":"No investigation occurred during session","type":"fact","confidence":0.95},{"content":"No technical decisions occurred during session","type":"fact","confidence":0.95},{"content":"Session consisted of initialization commands only","type":"procedural","confidence":0.95}],"entities":[{"source":"Session","relationship":"initialized with","target":"standard startup hooks","confidence":0.95},{"source":"Session","relationship":"consisted of","target":"initialization commands","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Session initialized with standard startup hooks","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"No coding work occurred during session","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"No investigation occurred during session","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"No technical decisions occurred during session","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Session consisted of initialization commands only","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":5,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":5},"warnings":[]}


id: b90cc1b0-02b7-47db-85f0-4aa073725d8a
memory_id: 069ed1f3-02bd-4086-b3a2-1787742a67d2
job_type: extract
status: completed
leased_at: 2026-02-22T09:41:21.153Z
completed_at: 2026-02-22T09:41:37.325Z
created_at: 2026-02-22T09:41:20.816Z
updated_at: 2026-02-22T09:41:37.325Z
result:
  {"facts":[{"content":"Dashboard embeddings migrated from client-side UMAP computation to server-side projection fetching","type":"decision","confidence":0.95},{"content":"New API endpoint is GET /api/embeddings/projection?dimensions=2|3 returning pre-computed 2D/3D coordinates","type":"procedural","confidence":0.95},{"content":"API returns HTTP 202 with {status: 'computing'} during projection calculation, requires polling","type":"procedural","confidence":0.9},{"content":"ProjectionNode includes id, x, y, z, content, who, importance, type, tags, createdAt fields","type":"semantic","confidence":0.9},{"content":"Changes require modification to api.ts (add types and getProjection function) and EmbeddingsTab.svelte (rewrite initGraph, switchGraphMode)","type":"procedural","confidence":0.95},{"content":"Removed: embedding limit controls, client-side cosine similarity computation, UMAP imports and state variables","type":"decision","confidence":0.9},{"content":"computeRelationsForSelection() changed from client-side cosine similarity to async getSimilarMemories() API call","type":"procedural","confidence":0.9},{"content":"EmbeddingPoint type must map from ProjectionNode for backward compatibility with inspector and canvas components","type":"semantic","confidence":0.9},{"content":"Preserved functionality: search/filter, EmbeddingInspector integration, 2D/3D canvas rendering, embeddingsHasMore indicator","type":"semantic","confidence":0.9},{"content":"Server-side approach reduces client-side computation burden and enables caching of expensive layout calculations","type":"fact","confidence":0.85}],"entities":[{"source":"Dashboard","relationship":"migrated_from","target":"client-side UMAP computation","confidence":0.95},{"source":"Dashboard","relationship":"migrated_to","target":"server-side projection fetching","confidence":0.95},{"source":"API endpoint","relationship":"returns","target":"ProjectionNode[] with coordinates","confidence":0.95},{"source":"api.ts","relationship":"requires","target":"ProjectionNode type","confidence":0.9},{"source":"api.ts","relationship":"requires","target":"getProjection() function","confidence":0.9},{"source":"EmbeddingsTab.svelte","relationship":"removed","target":"UMAP import","confidence":0.9},{"source":"initGraph()","relationship":"changed_to","target":"fetch projections and map to GraphNode","confidence":0.9},{"source":"computeRelationsForSelection()","relationship":"changed_from","target":"client-side cosine similarity","confidence":0.9},{"source":"computeRelationsForSelection()","relationship":"changed_to","target":"getSimilarMemories() API call","confidence":0.9},{"source":"EmbeddingPoint","relationship":"maps_from","target":"ProjectionNode","confidence":0.9},{"source":"EmbeddingsTab.svelte","relationship":"integrates_with","target":"EmbeddingInspector","confidence":0.85},{"source":"Canvas components","relationship":"render","target":"2D/3D embeddings","confidence":0.85}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Dashboard embeddings migrated from client-side UMAP computation to server-side projection fetching","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"New API endpoint is GET /api/embeddings/projection?dimensions=2|3 returning pre-computed 2D/3D coordinates","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"API returns HTTP 202 with {status: 'computing'} during projection calculation, requires polling","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"ProjectionNode includes id, x, y, z, content, who, importance, type, tags, createdAt fields","type":"semantic","confidence":0.9}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Changes require modification to api.ts (add types and getProjection function) and EmbeddingsTab.svelte (rewrite initGraph, switchGraphMode)","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Removed: embedding limit controls, client-side cosine similarity computation, UMAP imports and state variables","type":"decision","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"computeRelationsForSelection() changed from client-side cosine similarity to async getSimilarMemories() API call","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"EmbeddingPoint type must map from ProjectionNode for backward compatibility with inspector and canvas components","type":"semantic","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Preserved functionality: search/filter, EmbeddingInspector integration, 2D/3D canvas rendering, embeddingsHasMore indicator","type":"semantic","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"No existing memories match this fact","fact":{"content":"Server-side approach reduces client-side computation burden and enables caching of expensive layout calculations","type":"fact","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":10,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":10},"warnings":[]}


id: 2cf5eb4d-0c07-4067-90f0-fb7f105078bb
memory_id: 57e30b00-102c-473d-9b5a-e612ed129c5f
job_type: extract
status: completed
leased_at: 2026-02-22T09:41:45.330Z
completed_at: 2026-02-22T09:42:00.000Z
created_at: 2026-02-22T09:41:44.839Z
updated_at: 2026-02-22T09:42:00.000Z
result:
  {"facts":[{"content":"Backend-worker agent assigned four core tasks: database migration, server-side projection module, API endpoint, cache invalidation hooks","type":"decision","confidence":0.95},{"content":"Migration 010-umap-cache.ts creates umap_cache table with columns: dimensions (INTEGER), embedding_count (INTEGER), payload (TEXT), created_at (TEXT)","type":"procedural","confidence":0.95},{"content":"UMAP projection computation moved from client-side dashboard to server-side daemon","type":"decision","confidence":0.95},{"content":"Dashboard fetches pre-computed 2D/3D coordinates via API instead of calculating locally","type":"decision","confidence":0.95},{"content":"Migration should follow pattern from 009-summary-jobs.ts and register in packages/core/src/migrations/index.ts","type":"procedural","confidence":0.9},{"content":"New endpoint location: immediately after /api/embeddings/status in daemon.ts","type":"procedural","confidence":0.9},{"content":"Cache invalidation hooks required in syncVecInsert, syncVecDeleteBySourceId, syncVecDeleteBySourceExceptHash, syncVecDeleteByEmbeddingIds in db-helpers.ts","type":"procedural","confidence":0.95},{"content":"Daemon uses db-accessor pattern with getDbAccessor().withReadDb() and withWriteDb() methods","type":"semantic","confidence":0.9},{"content":"Task dependency: tasks #1-4 must complete before #5-6, which unblock #7","type":"decision","confidence":0.95}],"entities":[{"source":"Backend-worker agent","relationship":"assigned","target":"four core UMAP tasks","confidence":0.95},{"source":"Migration 010-umap-cache.ts","relationship":"creates","target":"umap_cache table","confidence":0.95},{"source":"UMAP projection computation","relationship":"moved from","target":"client-side dashboard","confidence":0.95},{"source":"UMAP projection computation","relationship":"moved to","target":"server-side daemon","confidence":0.95},{"source":"Dashboard","relationship":"fetches via API","target":"pre-computed 2D/3D coordinates","confidence":0.95},{"source":"Cache invalidation hooks","relationship":"added to","target":"db-helpers.ts functions","confidence":0.9},{"source":"New API endpoint","relationship":"placed after","target":"/api/embeddings/status","confidence":0.9},{"source":"Task #1-4","relationship":"must complete before","target":"Task #5-6","confidence":0.95},{"source":"Task #5-6","relationship":"unblock","target":"Task #7","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Backend-worker agent assigned four core tasks: database migration, server-side projection module, API endpoint, cache invalidation hooks","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Migration 010-umap-cache.ts creates umap_cache table with columns: dimensions (INTEGER), embedding_count (INTEGER), payload (TEXT), created_at (TEXT)","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"UMAP projection computation moved from client-side dashboard to server-side daemon","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Dashboard fetches pre-computed 2D/3D coordinates via API instead of calculating locally","type":"decision","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Migration should follow pattern from 009-summary-jobs.ts and register in packages/core/src/migrations/index.ts","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"New endpoint location: immediately after /api/embeddings/status in daemon.ts","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Cache invalidation hooks required in syncVecInsert, syncVecDeleteBySourceId, syncVecDeleteBySourceExceptHash, syncVecDeleteByEmbeddingIds in db-helpers.ts","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Daemon uses db-accessor pattern with getDbAccessor().withReadDb() and withWriteDb() methods","type":"semantic","confidence":0.9}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Task dependency: tasks #1-4 must complete before #5-6, which unblock #7","type":"decision","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":9,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":9},"warnings":[]}


id: f362ffc8-72ba-4da6-b286-3339e5aeec7a
memory_id: 6bf64547-ae06-4693-aed6-86c47d77569a
job_type: extract
status: completed
leased_at: 2026-02-22T14:42:48.855Z
completed_at: 2026-02-22T14:43:45.631Z
created_at: 2026-02-22T14:42:48.719Z
updated_at: 2026-02-22T14:43:45.631Z
result:
  {"facts":[{"content":"OpenClaw was broken after an attempted update","type":"fact","confidence":0.95},{"content":"OpenClaw binary is located at /usr/bin/openclaw","type":"fact","confidence":0.95},{"content":"OpenClaw is installed as a system package via pacman/yay","type":"fact","confidence":0.9},{"content":"Initial diagnostics included version check and basic output verification","type":"procedural","confidence":0.85},{"content":"Session was interrupted during diagnostic phase before root cause analysis was completed","type":"fact","confidence":0.95},{"content":"Nicholai reported OpenClaw broken and requested help restoring it","type":"fact","confidence":0.95}],"entities":[{"source":"Nicholai","relationship":"reported","target":"OpenClaw broken","confidence":0.95},{"source":"Nicholai","relationship":"requested help","target":"OpenClaw restoration","confidence":0.95},{"source":"OpenClaw","relationship":"broken after","target":"system update","confidence":0.9},{"source":"OpenClaw","relationship":"installed via","target":"pacman/yay","confidence":0.9},{"source":"OpenClaw binary","relationship":"located at","target":"/usr/bin/openclaw","confidence":0.95},{"source":"Claude","relationship":"checked","target":"installation location and service status","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [1] already comprehensively documents this exact issue: OpenClaw broken after attempted update with diagnostic work initiated. No new information to add or update.","fact":{"content":"OpenClaw was broken after an attempted update","type":"fact","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"Fact already documented in candidate [2]: OpenClaw troubleshooting issue explicitly states binary location at /usr/bin/openclaw and installation method","fact":{"content":"OpenClaw binary is located at /usr/bin/openclaw","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already documents that OpenClaw is installed as a system package via pacman/yay (binary at /usr/bin/openclaw)","fact":{"content":"OpenClaw is installed as a system package via pacman/yay","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already documents the OpenClaw diagnostics including version check and basic output verification during initial investigation. The new fact is redundant with existing memory.","fact":{"content":"Initial diagnostics included version check and basic output verification","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Fact is already covered by candidate [1] which explicitly states: 'The session was interrupted during the diagnostic phase before root cause analysis or remediation steps were completed.'","fact":{"content":"Session was interrupted during diagnostic phase before root cause analysis was completed","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [1] already documents this issue in detail: OpenClaw broken after update, help requested, diagnostics initiated. New fact adds no additional information.","fact":{"content":"Nicholai reported OpenClaw broken and requested help restoring it","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 478cce8a-c992-4419-8ba6-601aa0361c81
memory_id: 55dcf3bf-4fca-4b76-8878-7dc525f5e5af
job_type: extract
status: completed
leased_at: 2026-02-23T03:32:12.965Z
completed_at: 2026-02-23T03:32:54.594Z
created_at: 2026-02-23T03:32:11.913Z
updated_at: 2026-02-23T03:32:54.594Z
result:
  {"facts":[{"content":"Read VISION.md at the start of every session","type":"procedural","confidence":0.95},{"content":"VISION.md describes what Signet is building toward","type":"semantic","confidence":0.9},{"content":"VISION.md should anchor all development decisions","type":"procedural","confidence":0.95},{"content":"VISION.md is located at /home/nicholai/signet/signetai/VISION.md","type":"fact","confidence":0.95}],"entities":[{"source":"developer","relationship":"should_read_at_session_start","target":"VISION.md","confidence":0.95},{"source":"VISION.md","relationship":"describes","target":"Signet's building direction","confidence":0.9},{"source":"VISION.md","relationship":"anchors","target":"development decisions","confidence":0.95},{"source":"VISION.md","relationship":"located_at","target":"/home/nicholai/signet/signetai/VISION.md","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Existing memory (ID 55dcf3bf...) already covers this fact completely: 'Always read VISION.md at the start of every session' with location context","fact":{"content":"Read VISION.md at the start of every session","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing memories [2] and [4] already comprehensively cover this fact. Candidate [4] is a rule explicitly stating VISION.md 'describes what Signet is building toward' with file location. Candidate [2] provides detailed content about what VISION.md actually contains. New fact is subsumed and redundant.","fact":{"content":"VISION.md describes what Signet is building toward","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already captures this procedural rule: VISION.md should anchor development decisions and be read at session start. New fact adds no novel information.","fact":{"content":"VISION.md should anchor all development decisions","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already captured in candidate 2 (rule ID: 55dcf3bf-4fca-4b76-8878-7dc525f5e5af), which explicitly includes the VISION.md location as part of the Session Ritual rule","fact":{"content":"VISION.md is located at /home/nicholai/signet/signetai/VISION.md","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 0ab48001-5ec5-4fe1-bbbf-ccab083e422a
memory_id: 71473c84-ec5f-48e2-b960-245f5a11bc0f
job_type: extract
status: completed
leased_at: 2026-02-23T07:08:28.416Z
completed_at: 2026-02-23T07:08:44.164Z
created_at: 2026-02-23T07:08:26.603Z
updated_at: 2026-02-23T07:08:44.164Z
result:
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completed_at: 2026-02-23T07:10:42.570Z
created_at: 2026-02-23T07:10:27.711Z
updated_at: 2026-02-23T07:10:42.570Z
result:
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updated_at: 2026-02-23T07:11:29.405Z
result:
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completed_at: 2026-02-23T07:28:55.813Z
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updated_at: 2026-02-23T07:28:55.813Z
result:
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updated_at: 2026-02-23T07:24:13.758Z
result:
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id: 0d9435d7-80c6-49e4-b248-c60bb33fc500
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updated_at: 2026-02-23T07:24:27.156Z
result:
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updated_at: 2026-02-23T07:24:39.704Z
result:
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updated_at: 2026-02-23T07:38:06.923Z
result:
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updated_at: 2026-02-23T07:38:24.638Z
result:
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result:
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result:
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result:
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result:
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result:
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result:
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result:
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result:
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result:
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result:
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result:
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result:
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result:
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result:
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updated_at: 2026-02-23T08:14:51.545Z
result:
  {"facts":[{"content":"System tray app was implemented using Tauri v2","type":"decision","confidence":0.95},{"content":"Web was migrated to Astro with /docs section","type":"decision","confidence":0.95},{"content":"Dashboard was migrated to shadcn components","type":"decision","confidence":0.95},{"content":"Post-push release sync scripts were added","type":"procedural","confidence":0.95},{"content":"UMAP server-side migration is underway in the memory pipeline","type":"decision","confidence":0.9}],"entities":[{"source":"system tray app","relationship":"implemented with","target":"Tauri v2","confidence":0.95},{"source":"web","relationship":"migrated to","target":"Astro","confidence":0.95},{"source":"web","relationship":"includes","target":"/docs section","confidence":0.95},{"source":"dashboard","relationship":"migrated to","target":"shadcn components","confidence":0.95},{"source":"memory pipeline","relationship":"includes migration","target":"UMAP server-side","confidence":0.9},{"source":"release process","relationship":"uses","target":"post-push sync scripts","confidence":0.9}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"System tray app was implemented using Tauri v2","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Web was migrated to Astro with /docs section","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Dashboard was migrated to shadcn components","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Post-push release sync scripts were added","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"UMAP server-side migration is underway in the memory pipeline","type":"decision","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":5,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":5},"warnings":[]}


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result:
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updated_at: 2026-02-23T08:19:32.179Z
result:
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result:
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result:
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result:
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result:
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updated_at: 2026-02-23T09:12:17.190Z
result:
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job_type: extract
status: completed
leased_at: 2026-02-23T09:14:01.238Z
completed_at: 2026-02-23T09:14:11.725Z
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result:
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result:
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result:
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result:
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result:
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result:
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updated_at: 2026-02-23T10:54:21.486Z
result:
  {"facts":[{"content":"Implementation mirrors packages/adapters/openclaw/src/index.ts for client patterns","type":"procedural","confidence":0.95},{"content":"Implementation mirrors packages/adapters/openclaw/src/tool-schemas.ts for tool structure","type":"procedural","confidence":0.95},{"content":"Implementation is adapted to the OpenCode plugin API surface","type":"procedural","confidence":0.9}],"entities":[{"source":"implementation","relationship":"mirrors","target":"packages/adapters/openclaw/src/index.ts","confidence":0.95},{"source":"implementation","relationship":"mirrors","target":"packages/adapters/openclaw/src/tool-schemas.ts","confidence":0.95},{"source":"implementation","relationship":"adapts-to","target":"OpenCode plugin API surface","confidence":0.9},{"source":"packages/adapters/openclaw/src/index.ts","relationship":"provides-reference-for","target":"client patterns","confidence":0.9},{"source":"packages/adapters/openclaw/src/tool-schemas.ts","relationship":"provides-reference-for","target":"tool structure","confidence":0.9}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Implementation mirrors packages/adapters/openclaw/src/index.ts for client patterns","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Implementation mirrors packages/adapters/openclaw/src/tool-schemas.ts for tool structure","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Implementation is adapted to the OpenCode plugin API surface","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":3,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":3},"warnings":[]}


id: 9197b666-a812-4588-848e-ba74f2e87251
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job_type: extract
status: completed
leased_at: 2026-02-23T10:54:12.131Z
completed_at: 2026-02-23T10:54:24.230Z
created_at: 2026-02-23T10:53:44.338Z
updated_at: 2026-02-23T10:54:24.230Z
result:
  {"facts":[{"content":"OpenCode connector refactoring is Task #6","type":"decision","confidence":0.95},{"content":"Migration from template-based memory.mjs installation to bundled plugin discovery approach","type":"decision","confidence":0.9},{"content":"OpenCode auto-discovers plugins from ~/.config/opencode/plugins/","type":"fact","confidence":0.95},{"content":"Plugin discovery approach eliminates the need to patch opencode.json config files","type":"semantic","confidence":0.9},{"content":"OpenCode connector previously used template-based memory.mjs installation","type":"fact","confidence":0.85}],"entities":[{"source":"OpenCode connector","relationship":"being refactored as","target":"Task #6","confidence":0.95},{"source":"OpenCode connector","relationship":"migrating from","target":"template-based memory.mjs","confidence":0.9},{"source":"OpenCode connector","relationship":"migrating to","target":"bundled plugin discovery","confidence":0.9},{"source":"OpenCode","relationship":"auto-discovers plugins from","target":"~/.config/opencode/plugins/","confidence":0.95},{"source":"plugin discovery approach","relationship":"eliminates need for","target":"opencode.json patching","confidence":0.9}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"OpenCode connector refactoring is Task #6","type":"decision","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Migration from template-based memory.mjs installation to bundled plugin discovery approach","type":"decision","confidence":0.9}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"OpenCode auto-discovers plugins from ~/.config/opencode/plugins/","type":"fact","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Plugin discovery approach eliminates the need to patch opencode.json config files","type":"semantic","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"No existing memories match this fact","fact":{"content":"OpenCode connector previously used template-based memory.mjs installation","type":"fact","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":5,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":5},"warnings":[]}


id: 3d29fa74-c1ed-4a2e-9c51-0adecde9153e
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job_type: extract
status: completed
leased_at: 2026-02-23T10:54:23.487Z
completed_at: 2026-02-23T10:54:34.104Z
created_at: 2026-02-23T10:53:44.342Z
updated_at: 2026-02-23T10:54:34.104Z
result:
  {"facts":[{"content":"OpenCode connector writes pre-bundled signet.mjs to plugins directory","type":"decision","confidence":0.95},{"content":"OpenCode connector relies on OpenCode's built-in plugin auto-discovery mechanism","type":"decision","confidence":0.95},{"content":"OpenCode connector removed config patching logic entirely","type":"decision","confidence":0.95},{"content":"Previous approach wrote string template to root OpenCode directory and registered in config","type":"procedural","confidence":0.9}],"entities":[{"source":"OpenCode connector","relationship":"writes","target":"signet.mjs","confidence":0.95},{"source":"signet.mjs","relationship":"installed in","target":"plugins directory","confidence":0.95},{"source":"OpenCode connector","relationship":"relies on","target":"plugin auto-discovery mechanism","confidence":0.95},{"source":"OpenCode connector","relationship":"removed","target":"config patching logic","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"OpenCode connector writes pre-bundled signet.mjs to plugins directory","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"OpenCode connector relies on OpenCode's built-in plugin auto-discovery mechanism","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"OpenCode connector removed config patching logic entirely","type":"decision","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Previous approach wrote string template to root OpenCode directory and registered in config","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":4,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":4},"warnings":[]}


id: 6366a639-0794-46f5-98fd-af27a3bf7ad9
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job_type: extract
status: completed
leased_at: 2026-02-23T10:54:26.233Z
completed_at: 2026-02-23T10:54:35.890Z
created_at: 2026-02-23T10:53:44.357Z
updated_at: 2026-02-23T10:54:35.890Z
result:
  {"facts":[{"content":"Strict TypeScript discipline is enforced across the codebase","type":"decision","confidence":0.95},{"content":"any types are not allowed in TypeScript","type":"procedural","confidence":0.95},{"content":"as assertions are not allowed in TypeScript","type":"procedural","confidence":0.95},{"content":"Explicit return types are required on all exported functions","type":"procedural","confidence":0.95},{"content":"JSONC parsing helpers are retained for config file manipulation","type":"decision","confidence":0.85}],"entities":[{"source":"TypeScript","relationship":"enforces","target":"no any types","confidence":0.95},{"source":"TypeScript","relationship":"enforces","target":"no as assertions","confidence":0.95},{"source":"TypeScript","relationship":"enforces","target":"explicit return types","confidence":0.95},{"source":"JSONC parsing helpers","relationship":"used_for","target":"config file manipulation","confidence":0.85},{"source":"codebase","relationship":"requires","target":"TypeScript discipline","confidence":0.9}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Strict TypeScript discipline is enforced across the codebase","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"any types are not allowed in TypeScript","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"as assertions are not allowed in TypeScript","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Explicit return types are required on all exported functions","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.85,"reason":"No existing memories match this fact","fact":{"content":"JSONC parsing helpers are retained for config file manipulation","type":"decision","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":5,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":5},"warnings":[]}


id: 80866ce3-11fe-464a-9262-46f199abcd5f
memory_id: f7ddcccc-4db7-41fd-82c5-8cd9de0190e9
job_type: extract
status: completed
leased_at: 2026-02-23T10:54:36.118Z
completed_at: 2026-02-23T10:54:59.971Z
created_at: 2026-02-23T10:53:44.361Z
updated_at: 2026-02-23T10:54:59.971Z
result:
  {"facts":[{"content":"Delete src/templates/memory.mjs.ts","type":"decision","confidence":0.95},{"content":"Create src/plugin-bundle.ts as placeholder for bundled plugin","type":"procedural","confidence":0.95},{"content":"Create scripts/embed-plugin.ts to embed compiled plugin","type":"procedural","confidence":0.95},{"content":"Embedded plugin sourced from ../opencode-plugin/dist/signet.mjs","type":"procedural","confidence":0.95},{"content":"install() must ensure plugins directory exists","type":"procedural","confidence":0.9},{"content":"install() handles legacy migration","type":"procedural","confidence":0.9},{"content":"install() writes bundled plugin","type":"procedural","confidence":0.9},{"content":"install() skips config patching","type":"decision","confidence":0.85},{"content":"Add migrateFromLegacy() method to clean old memory.mjs references","type":"procedural","confidence":0.9},{"content":"uninstall() removes bundled plugin and calls migration cleanup","type":"procedural","confidence":0.9},{"content":"isInstalled() simplified to check plugins/signet.mjs existence","type":"procedural","confidence":0.95},{"content":"Add build:bundle script to package.json","type":"procedural","confidence":0.9}],"entities":[{"source":"refactor","relationship":"deletes","target":"src/templates/memory.mjs.ts","confidence":0.95},{"source":"refactor","relationship":"creates","target":"src/plugin-bundle.ts","confidence":0.95},{"source":"refactor","relationship":"creates","target":"scripts/embed-plugin.ts","confidence":0.95},{"source":"embed-plugin.ts","relationship":"embeds-from","target":"opencode-plugin/dist/signet.mjs","confidence":0.95},{"source":"install()","relationship":"ensures","target":"plugins directory exists","confidence":0.9},{"source":"install()","relationship":"writes","target":"bundled plugin","confidence":0.9},{"source":"migrateFromLegacy()","relationship":"cleans","target":"config files","confidence":0.85},{"source":"uninstall()","relationship":"removes","target":"bundled plugin","confidence":0.9},{"source":"isInstalled()","relationship":"checks","target":"plugins/signet.mjs","confidence":0.95},{"source":"package.json","relationship":"adds","target":"build:bundle script","confidence":0.9}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Delete src/templates/memory.mjs.ts","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Create src/plugin-bundle.ts as placeholder for bundled plugin","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Create scripts/embed-plugin.ts to embed compiled plugin","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Embedded plugin sourced from ../opencode-plugin/dist/signet.mjs","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"install() must ensure plugins directory exists","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"install() handles legacy migration","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"install() writes bundled plugin","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"No existing memories match this fact","fact":{"content":"install() skips config patching","type":"decision","confidence":0.85}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Add migrateFromLegacy() method to clean old memory.mjs references","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"uninstall() removes bundled plugin and calls migration cleanup","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"isInstalled() simplified to check plugins/signet.mjs existence","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Add build:bundle script to package.json","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":12,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":12},"warnings":[]}


id: 6052bb0c-64b6-4a0f-b8d6-9c00c422da47
memory_id: 0783ed73-7f09-4eae-9dc1-8c9b7f3b2a21
job_type: extract
status: completed
leased_at: 2026-02-23T11:26:34.334Z
completed_at: 2026-02-23T11:26:49.651Z
created_at: 2026-02-23T11:26:34.100Z
updated_at: 2026-02-23T11:26:49.651Z
result:
  {"facts":[{"content":"Plan replaces string-template OpenCode integration with TypeScript plugin","type":"decision","confidence":0.95},{"content":"Architecture follows established OpenClaw connector/adapter pattern","type":"semantic","confidence":0.95},{"content":"packages/opencode-plugin/ is self-contained runtime plugin with zero @signet/* workspace dependencies","type":"decision","confidence":0.95},{"content":"opencode-plugin published as @signet/opencode-plugin","type":"fact","confidence":0.95},{"content":"opencode-plugin includes 8 tools: remember, recall, memory_search, memory_store, memory_get, memory_list, memory_modify, memory_forget","type":"fact","confidence":0.95},{"content":"opencode-plugin includes daemon client, types, and lifecycle hooks","type":"fact","confidence":0.95},{"content":"packages/connector-opencode/ refactored for install-time setup","type":"decision","confidence":0.95},{"content":"connector-opencode writes bundled plugin to ~/.config/opencode/plugins/signet.mjs","type":"procedural","confidence":0.95},{"content":"connector-opencode generates AGENTS.md during install","type":"procedural","confidence":0.95},{"content":"connector-opencode symlinks skills directory","type":"procedural","confidence":0.95},{"content":"connector-opencode handles migration from legacy memory.mjs format","type":"procedural","confidence":0.95}],"entities":[{"source":"packages/opencode-plugin","relationship":"follows-pattern","target":"OpenClaw connector/adapter","confidence":0.95},{"source":"packages/opencode-plugin","relationship":"has-zero-dependencies-on","target":"@signet/* workspace","confidence":0.95},{"source":"packages/opencode-plugin","relationship":"published-as","target":"@signet/opencode-plugin","confidence":0.95},{"source":"packages/opencode-plugin","relationship":"includes","target":"8 tool definitions","confidence":0.95},{"source":"packages/connector-opencode","relationship":"writes-plugin-to","target":"~/.config/opencode/plugins/signet.mjs","confidence":0.95},{"source":"packages/connector-opencode","relationship":"generates","target":"AGENTS.md","confidence":0.95},{"source":"packages/connector-opencode","relationship":"symlinks","target":"skills","confidence":0.95},{"source":"string-template integration","relationship":"replaced-by","target":"TypeScript plugin","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Plan replaces string-template OpenCode integration with TypeScript plugin","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Architecture follows established OpenClaw connector/adapter pattern","type":"semantic","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"packages/opencode-plugin/ is self-contained runtime plugin with zero @signet/* workspace dependencies","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"opencode-plugin published as @signet/opencode-plugin","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"opencode-plugin includes 8 tools: remember, recall, memory_search, memory_store, memory_get, memory_list, memory_modify, memory_forget","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"opencode-plugin includes daemon client, types, and lifecycle hooks","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"packages/connector-opencode/ refactored for install-time setup","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"connector-opencode writes bundled plugin to ~/.config/opencode/plugins/signet.mjs","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"connector-opencode generates AGENTS.md during install","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"connector-opencode symlinks skills directory","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"connector-opencode handles migration from legacy memory.mjs format","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":11,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":11},"warnings":[]}


id: 92e30ca4-0b41-4f3e-bc5d-524c34f116b5
memory_id: d9a53c00-34e2-4e50-9cdb-7f8bfb17850d
job_type: extract
status: completed
leased_at: 2026-02-23T11:26:34.818Z
completed_at: 2026-02-23T11:26:48.925Z
created_at: 2026-02-23T11:26:34.103Z
updated_at: 2026-02-23T11:26:48.925Z
result:
  {"facts":[{"content":"OpenCode auto-discovers plugins from ~/.config/opencode/plugins/ on launch","type":"fact","confidence":0.95},{"content":"Auto-discovery mechanism eliminates need for config patching","type":"fact","confidence":0.9},{"content":"All install paths (fresh, update, migrate) use single connector.install() method","type":"fact","confidence":0.95},{"content":"connector.install() method is idempotent","type":"fact","confidence":0.9},{"content":"Plugin lifecycle hooks include session.compacted, session.idle, and session.deleted","type":"fact","confidence":0.95},{"content":"Plugin lifecycle hooks fire for memory compaction and session tracking","type":"fact","confidence":0.9},{"content":"Plugin bundle is embedded at build time","type":"procedural","confidence":0.95},{"content":"Plugin bundle is written during connector installation","type":"procedural","confidence":0.95},{"content":"Single idempotent install method is used for all install scenarios","type":"decision","confidence":0.85}],"entities":[{"source":"OpenCode","relationship":"provides","target":"auto-discovery mechanism","confidence":0.95},{"source":"auto-discovery mechanism","relationship":"reads plugins from","target":"~/.config/opencode/plugins/","confidence":0.95},{"source":"auto-discovery mechanism","relationship":"eliminates","target":"config patching","confidence":0.9},{"source":"connector.install()","relationship":"handles","target":"fresh install","confidence":0.9},{"source":"connector.install()","relationship":"handles","target":"update install","confidence":0.9},{"source":"connector.install()","relationship":"handles","target":"migrate install","confidence":0.9},{"source":"connector.install()","relationship":"property","target":"idempotent","confidence":0.9},{"source":"plugin","relationship":"has","target":"lifecycle hooks","confidence":0.95},{"source":"session.compacted hook","relationship":"triggers","target":"memory compaction","confidence":0.9},{"source":"session.idle hook","relationship":"triggers","target":"session tracking","confidence":0.9},{"source":"session.deleted hook","relationship":"triggers","target":"session tracking","confidence":0.9},{"source":"plugin bundle","relationship":"embedded at","target":"build time","confidence":0.95},{"source":"plugin bundle","relationship":"written during","target":"connector installation","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"OpenCode auto-discovers plugins from ~/.config/opencode/plugins/ on launch","type":"fact","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Auto-discovery mechanism eliminates need for config patching","type":"fact","confidence":0.9}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"All install paths (fresh, update, migrate) use single connector.install() method","type":"fact","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"connector.install() method is idempotent","type":"fact","confidence":0.9}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Plugin lifecycle hooks include session.compacted, session.idle, and session.deleted","type":"fact","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Plugin lifecycle hooks fire for memory compaction and session tracking","type":"fact","confidence":0.9}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Plugin bundle is embedded at build time","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Plugin bundle is written during connector installation","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.85,"reason":"No existing memories match this fact","fact":{"content":"Single idempotent install method is used for all install scenarios","type":"decision","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":9,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":9},"warnings":[]}


id: 16c2e655-6ef0-4ecf-abb9-8f00ce4c0244
memory_id: 4175e9cf-2fb9-41ee-8e30-74df1b482c81
job_type: extract
status: completed
leased_at: 2026-02-23T11:26:50.944Z
completed_at: 2026-02-23T11:27:00.304Z
created_at: 2026-02-23T11:26:34.116Z
updated_at: 2026-02-23T11:27:00.304Z
result:
  {"facts":[{"content":"Implementation begins with scaffold creation","type":"procedural","confidence":0.9},{"content":"Strict TypeScript discipline enforced: no any types, no as assertions, explicit return types on exports, readonly modifiers required","type":"procedural","confidence":0.95},{"content":"Build sequence is: opencode-plugin package → plugin bundle embedding → connector refactoring","type":"procedural","confidence":0.9},{"content":"Plan was provided but implementation work had not commenced at session end","type":"fact","confidence":0.95}],"entities":[{"source":"implementation","relationship":"begins_with","target":"scaffold creation","confidence":0.9},{"source":"TypeScript discipline","relationship":"forbids","target":"any types","confidence":0.95},{"source":"TypeScript discipline","relationship":"forbids","target":"as assertions","confidence":0.95},{"source":"TypeScript discipline","relationship":"requires","target":"explicit return types","confidence":0.95},{"source":"TypeScript discipline","relationship":"requires","target":"readonly modifiers","confidence":0.95},{"source":"opencode-plugin package","relationship":"precedes","target":"plugin bundle embedding","confidence":0.9},{"source":"plugin bundle embedding","relationship":"precedes","target":"connector refactoring","confidence":0.9}],"proposals":[{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Implementation begins with scaffold creation","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Strict TypeScript discipline enforced: no any types, no as assertions, explicit return types on exports, readonly modifiers required","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"Build sequence is: opencode-plugin package → plugin bundle embedding → connector refactoring","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Plan was provided but implementation work had not commenced at session end","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":4,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":4},"warnings":[]}


id: 99d69c07-0199-47af-8508-cf7f0aaca451
memory_id: 51ca18d2-9ae3-4500-ad7f-e00c43155a63
job_type: extract
status: completed
leased_at: 2026-02-23T13:00:54.719Z
completed_at: 2026-02-23T13:01:10.051Z
created_at: 2026-02-23T13:00:54.418Z
updated_at: 2026-02-23T13:01:10.051Z
result:
  {"facts":[{"content":"Signet's current onboarding has a critical gap where AI agents installing from the website or repo alone receive insufficient context about what Signet is, resulting in confused installations and incorrect setup","type":"decision","confidence":0.95},{"content":"The supported installation methods for Signet are only `npm install -g signetai` and `bun add -g signetai`","type":"fact","confidence":0.95},{"content":"`npx signet init` is not an installation command for Signet","type":"fact","confidence":0.95},{"content":"The proposed solution is to create a URL-based skill.md file hosted at signetai.sh/skill.md that agents can consume","type":"decision","confidence":0.9},{"content":"The recommended copyable prompt pattern for agent-driven Signet installation is: 'Install Signet AI, the open agent memory, identity and secrets system: https://signetai.sh/skill.md'","type":"procedural","confidence":0.9},{"content":"The Signet skill.md file must support all existing connectors: OpenClaw, ClawdBot, and OpenCode","type":"fact","confidence":0.95},{"content":"The skill.md file is limited to a maximum of 500 lines","type":"fact","confidence":0.95},{"content":"The skill.md content must cover: what Signet is, what it isn't, how it works, and step-by-step installation instructions","type":"procedural","confidence":0.9},{"content":"The skill.md solution is designed for the dumbest possible user interaction pattern to maximize accessibility","type":"decision","confidence":0.85},{"content":"As of the session end, no implementation work has been started on the skill.md solution; the session was focused on requirements gathering and clarification","type":"fact","confidence":0.95}],"entities":[{"source":"Signet installation flow","relationship":"uses","target":"npm install -g signetai","confidence":0.95},{"source":"Signet installation flow","relationship":"uses","target":"bun add -g signetai","confidence":0.95},{"source":"Signet installation flow","relationship":"rejects","target":"npx signet init","confidence":0.95},{"source":"Signet installation solution","relationship":"requires support for","target":"OpenClaw connector","confidence":0.9},{"source":"Signet installation solution","relationship":"requires support for","target":"ClawdBot connector","confidence":0.9},{"source":"Signet installation solution","relationship":"requires support for","target":"OpenCode connector","confidence":0.9},{"source":"skill.md file","relationship":"hosted at","target":"signetai.sh/skill.md","confidence":0.9},{"source":"Agent installation prompt","relationship":"links to","target":"https://signetai.sh/skill.md","confidence":0.9}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Signet's current onboarding has a critical gap where AI agents installing from the website or repo alone receive insufficient context about what Signet is, resulting in confused installations and incorrect setup","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"The supported installation methods for Signet are only `npm install -g signetai` and `bun add -g signetai`","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"`npx signet init` is not an installation command for Signet","type":"fact","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"The proposed solution is to create a URL-based skill.md file hosted at signetai.sh/skill.md that agents can consume","type":"decision","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"The recommended copyable prompt pattern for agent-driven Signet installation is: 'Install Signet AI, the open agent memory, identity and secrets system: https://signetai.sh/skill.md'","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"The Signet skill.md file must support all existing connectors: OpenClaw, ClawdBot, and OpenCode","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"The skill.md file is limited to a maximum of 500 lines","type":"fact","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"The skill.md content must cover: what Signet is, what it isn't, how it works, and step-by-step installation instructions","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"No existing memories match this fact","fact":{"content":"The skill.md solution is designed for the dumbest possible user interaction pattern to maximize accessibility","type":"decision","confidence":0.85}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"As of the session end, no implementation work has been started on the skill.md solution; the session was focused on requirements gathering and clarification","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":10,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":10},"warnings":[]}


id: 4b73fb83-6faf-4061-8b98-c665962df0fd
memory_id: ca173212-b092-4722-a6d2-d3b476cd382c
job_type: extract
status: completed
leased_at: 2026-02-23T13:21:08.388Z
completed_at: 2026-02-23T13:21:24.467Z
created_at: 2026-02-23T13:21:06.773Z
updated_at: 2026-02-23T13:21:24.467Z
result:
  {"facts":[{"content":"The current PipelineV2Config type is structured as a flat object with 30+ top-level fields with obvious semantic groupings (reranker*, repair*, document*)","type":"fact","confidence":0.95},{"content":"The PipelineV2Config refactoring plan introduces seven semantic sub-objects: extraction, worker, graph, reranker, autonomous, repair, and documents","type":"decision","confidence":0.95},{"content":"Master configuration switches (enabled, shadowMode, mutationsFrozen) will remain as top-level flat fields in the refactored PipelineV2Config","type":"decision","confidence":0.95},{"content":"The minFactConfidenceForWrite field will move from flat PipelineV2Config to extraction.minConfidence, gating extraction quality decisions","type":"decision","confidence":0.95},{"content":"Maintenance configuration settings will consolidate under the autonomous.* namespace in PipelineV2Config because maintenance IS the autonomous feature","type":"decision","confidence":0.95},{"content":"The loadPipelineConfig() function implements backwards compatibility for PipelineV2Config by prioritizing nested keys when present and using flat keys as fallback for existing YAML configs","type":"procedural","confidence":0.95},{"content":"The PipelineV2Config refactoring plan requires updates to 15 files across core types, daemon services, pipeline workers, repair system, dashboard, and CLI","type":"fact","confidence":0.95},{"content":"Verification of the PipelineV2Config refactoring includes full build, 396+ test executions, TypeScript type checking, and manual config parsing validation","type":"procedural","confidence":0.95},{"content":"No implementation work on the PipelineV2Config restructuring commenced in this session - only plan review and clarification activities occurred","type":"fact","confidence":0.95}],"entities":[{"source":"PipelineV2Config","relationship":"restructured_into","target":"nested sub-objects (extraction, worker, graph, reranker, autonomous, repair, documents)","confidence":0.95},{"source":"minFactConfidenceForWrite","relationship":"moved_to","target":"extraction.minConfidence","confidence":0.95},{"source":"maintenance settings","relationship":"consolidated_under","target":"autonomous.*","confidence":0.95},{"source":"master switches (enabled, shadowMode, mutationsFrozen)","relationship":"remain_flat_in","target":"PipelineV2Config","confidence":0.95},{"source":"loadPipelineConfig() function","relationship":"implements","target":"backwards compatibility logic for PipelineV2Config","confidence":0.95},{"source":"nested keys","relationship":"takes_precedence_over","target":"flat keys in PipelineV2Config","confidence":0.95},{"source":"PipelineV2Config refactoring plan","relationship":"affects","target":"15 files across core types, daemon services, pipeline workers, repair system, dashboard, and CLI","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"The current PipelineV2Config type is structured as a flat object with 30+ top-level fields with obvious semantic groupings (reranker*, repair*, document*)","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"The PipelineV2Config refactoring plan introduces seven semantic sub-objects: extraction, worker, graph, reranker, autonomous, repair, and documents","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Master configuration switches (enabled, shadowMode, mutationsFrozen) will remain as top-level flat fields in the refactored PipelineV2Config","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"The minFactConfidenceForWrite field will move from flat PipelineV2Config to extraction.minConfidence, gating extraction quality decisions","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Maintenance configuration settings will consolidate under the autonomous.* namespace in PipelineV2Config because maintenance IS the autonomous feature","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"The loadPipelineConfig() function implements backwards compatibility for PipelineV2Config by prioritizing nested keys when present and using flat keys as fallback for existing YAML configs","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"The PipelineV2Config refactoring plan requires updates to 15 files across core types, daemon services, pipeline workers, repair system, dashboard, and CLI","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"Verification of the PipelineV2Config refactoring includes full build, 396+ test executions, TypeScript type checking, and manual config parsing validation","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"No implementation work on the PipelineV2Config restructuring commenced in this session - only plan review and clarification activities occurred","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":9,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":9},"warnings":[]}


id: b7c2a31f-039f-4489-a834-a23596dbd038
memory_id: 6af864a7-570b-4ada-af97-666d808d567b
job_type: extract
status: completed
leased_at: 2026-02-23T13:25:06.523Z
completed_at: 2026-02-23T13:25:19.952Z
created_at: 2026-02-23T13:25:05.118Z
updated_at: 2026-02-23T13:25:19.952Z
result:
  {"facts":[{"content":"User requested adding guidance to AGENTS.md to enforce use of shadcn-svelte components for all dashboard UI work in the Signet project","type":"decision","confidence":0.95},{"content":"shadcn-svelte is a library containing 50+ accessible Svelte/SvelteKit components built on TypeScript, Tailwind CSS, and Bits UI primitives","type":"fact","confidence":0.95},{"content":"shadcn-svelte component categories include form controls (Button, Input, Checkbox, Combobox), layout components (Accordion, Tabs, Sidebar), overlays (Dialog, Dropdown, Tooltip), feedback elements (Alert, Badge, Toast), and display components (Card, Data Table, Avatar)","type":"fact","confidence":0.95},{"content":"shadcn-svelte operates under the philosophy 'Open Source. Open Code. AI-Ready'","type":"fact","confidence":0.9},{"content":"The Signet dashboard UI development requires using shadcn-svelte components exclusively and prevents custom implementations when shadcn-svelte alternatives exist","type":"procedural","confidence":0.9},{"content":"shadcn-svelte documentation is available at https://www.shadcn-svelte.com/llms.txt for LLM reference","type":"procedural","confidence":0.85}],"entities":[{"source":"User","relationship":"requested","target":"guidance in AGENTS.md for shadcn-svelte enforcement","confidence":0.95},{"source":"AGENTS.md","relationship":"should contain","target":"shadcn-svelte component usage standards","confidence":0.9},{"source":"dashboard UI work","relationship":"must use","target":"shadcn-svelte components","confidence":0.95},{"source":"shadcn-svelte","relationship":"built on","target":"TypeScript, Tailwind CSS, Bits UI","confidence":0.95},{"source":"custom UI implementations","relationship":"prevented when","target":"shadcn-svelte alternatives exist","confidence":0.9},{"source":"Signet dashboard","relationship":"standardizes on","target":"shadcn-svelte for component selection","confidence":0.9}],"proposals":[{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"User requested adding guidance to AGENTS.md to enforce use of shadcn-svelte components for all dashboard UI work in the Signet project","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"shadcn-svelte is a library containing 50+ accessible Svelte/SvelteKit components built on TypeScript, Tailwind CSS, and Bits UI primitives","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"shadcn-svelte component categories include form controls (Button, Input, Checkbox, Combobox), layout components (Accordion, Tabs, Sidebar), overlays (Dialog, Dropdown, Tooltip), feedback elements (Alert, Badge, Toast), and display components (Card, Data Table, Avatar)","type":"fact","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"shadcn-svelte operates under the philosophy 'Open Source. Open Code. AI-Ready'","type":"fact","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"The Signet dashboard UI development requires using shadcn-svelte components exclusively and prevents custom implementations when shadcn-svelte alternatives exist","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"No existing memories match this fact","fact":{"content":"shadcn-svelte documentation is available at https://www.shadcn-svelte.com/llms.txt for LLM reference","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":6,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":6},"warnings":[]}


id: 4951b614-63af-40df-92eb-c07ed602422d
memory_id: fde3ccf1-3cb9-4f3e-ac33-eb9ca2576cc9
job_type: extract
status: completed
leased_at: 2026-02-23T13:47:11.903Z
completed_at: 2026-02-23T13:48:08.582Z
created_at: 2026-02-23T13:47:10.558Z
updated_at: 2026-02-23T13:48:08.582Z
result:
  {"facts":[{"content":"The Signet startup hook for the claude-code harness triggered a session initialization event on 2026-02-23","type":"fact","confidence":0.95},{"content":"The session working environment is initialized at /home/nicholai/signet/signetai on the main branch","type":"fact","confidence":0.95},{"content":"The session ID is 2453bcd4-e134-4343-bd87-c517ec3324b8","type":"fact","confidence":0.95},{"content":"Memory and agent context were loaded during session initialization","type":"fact","confidence":0.95},{"content":"No coding tasks were performed or discussed in this session","type":"fact","confidence":0.95}],"entities":[{"source":"Signet startup hook","relationship":"triggers","target":"session initialization event","confidence":0.95},{"source":"Signet startup hook","relationship":"implements","target":"claude-code harness","confidence":0.95},{"source":"session","relationship":"initialized at","target":"/home/nicholai/signet/signetai","confidence":0.95},{"source":"session","relationship":"on branch","target":"main","confidence":0.95},{"source":"session","relationship":"has ID","target":"2453bcd4-e134-4343-bd87-c517ec3324b8","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [2] already explicitly covers this event: it documents the 2026-02-23 session start from the Signet startup hook (claude-code harness) with session ID and initialization details. The new fact is redundant.","fact":{"content":"The Signet startup hook for the claude-code harness triggered a session initialization event on 2026-02-23","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"New fact is already covered by candidate [3] (2026-02-23 Session Notes), which explicitly documents the session initialization at /home/nicholai/signet/signetai on the main branch with the same details","fact":{"content":"The session working environment is initialized at /home/nicholai/signet/signetai on the main branch","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Session ID 2453bcd4-e134-4343-bd87-c517ec3324b8 is already captured in candidate [2] (2026-02-23 Session Notes), which explicitly documents this session ID as part of the startup event","fact":{"content":"The session ID is 2453bcd4-e134-4343-bd87-c517ec3324b8","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] (session notes from 2026-02-23) already explicitly covers this fact: 'Memory and agent context were loaded but no coding tasks were performed or discussed.' This is the same session, so the information is already captured.","fact":{"content":"Memory and agent context were loaded during session initialization","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing memory [2] (fde3ccf1-3cb9-4f3e-ac33-eb9ca2576cc9) already captures this fact with full context: session initialization, timestamp, session ID, and explicit statement that no coding tasks were performed or discussed","fact":{"content":"No coding tasks were performed or discussed in this session","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 4d6c62b3-e4cb-4fee-acd3-64652a2b2d04
memory_id: 64ed08b0-d832-42db-a273-1bc004c40d03
job_type: extract
status: completed
leased_at: 2026-02-23T13:49:02.623Z
completed_at: 2026-02-23T13:49:58.758Z
created_at: 2026-02-23T13:49:00.789Z
updated_at: 2026-02-23T13:49:58.758Z
result:
  {"facts":[{"content":"A session was initialized using the Signet hook system with the SessionStart:startup hook","type":"procedural","confidence":0.95},{"content":"An MCP (Model Context Protocol) dialog was presented to the user during session initialization","type":"fact","confidence":0.95},{"content":"The MCP dialog was dismissed by the user","type":"fact","confidence":0.95},{"content":"No substantive development work was performed during this session","type":"fact","confidence":0.95},{"content":"Only session initialization occurred; no code changes or feature work were completed","type":"procedural","confidence":0.9}],"entities":[{"source":"Session","relationship":"initialized with","target":"Signet hook system","confidence":0.95},{"source":"Signet hook system","relationship":"includes","target":"SessionStart:startup hook","confidence":0.95},{"source":"MCP dialog","relationship":"was","target":"presented and dismissed","confidence":0.95},{"source":"Session","relationship":"contained no","target":"substantive development work","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by candidates 2 and 3, both of which explicitly document session initialization via SessionStart:startup hook. No new information to capture.","fact":{"content":"A session was initialized using the Signet hook system with the SessionStart:startup hook","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this fact: 'MCP dialog was presented and dismissed' during session initialization. No new information to merge.","fact":{"content":"An MCP (Model Context Protocol) dialog was presented to the user during session initialization","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already documents that 'MCP dialog was presented and dismissed' during this session's startup. New fact is redundant with existing memory.","fact":{"content":"The MCP dialog was dismissed by the user","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by candidates 4 and 5, which explicitly document that no substantive development work was performed during this 2026-02-23 session. Adding would create redundancy.","fact":{"content":"No substantive development work was performed during this session","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by candidates [2] and [3], which document that this session involved only initialization with no substantive work completed. No new information to add.","fact":{"content":"Only session initialization occurred; no code changes or feature work were completed","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 6433e1b2-006e-44f3-88ec-d6bc451349c1
memory_id: fe443b20-528e-4b93-8013-405208e75ef0
job_type: extract
status: completed
leased_at: 2026-02-23T14:01:09.068Z
completed_at: 2026-02-23T14:01:54.060Z
created_at: 2026-02-23T14:01:08.161Z
updated_at: 2026-02-23T14:01:54.060Z
result:
  {"facts":[{"content":"Signetai session initialization includes a SessionStart hook that executes to establish context and load working memory","type":"procedural","confidence":0.85}],"entities":[{"source":"Signetai","relationship":"executes","target":"SessionStart hook","confidence":0.85}],"proposals":[{"action":"add","confidence":0.85,"reason":"New fact is general procedural knowledge about SessionStart hook mechanism. Existing candidates [2,3] are specific session logs from 2026-02-23, not architectural documentation. Candidate [1] covers OpenCode hooks only. New fact should be stored as distinct procedural memory.","fact":{"content":"Signetai session initialization includes a SessionStart hook that executes to establish context and load working memory","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 54854584-5f3f-4512-af71-b8bae4387660
memory_id: 16365b9c-9b26-4b57-95bf-4d1c243954d0
job_type: extract
status: completed
leased_at: 2026-02-23T14:02:30.072Z
completed_at: 2026-02-23T14:02:49.703Z
created_at: 2026-02-23T14:02:28.448Z
updated_at: 2026-02-23T14:02:49.703Z
result:
  {"facts":[{"content":"Nicholai does not want Co-Authored-By attribution lines included in git commits","type":"preference","confidence":0.95}],"entities":[{"source":"Nicholai","relationship":"dislikes","target":"Co-Authored-By attribution lines in git commits","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [1] already captures this exact preference with identical meaning","fact":{"content":"Nicholai does not want Co-Authored-By attribution lines included in git commits","type":"preference","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 8f1060c4-2d31-4f9d-bc1f-e33b70b9f36a
memory_id: 6d4bada8-3ebf-4b79-b2e1-9e09769c6cab
job_type: extract
status: completed
leased_at: 2026-02-23T14:04:27.771Z
completed_at: 2026-02-23T14:05:53.337Z
created_at: 2026-02-23T14:04:26.675Z
updated_at: 2026-02-23T14:05:53.337Z
result:
  {"facts":[{"content":"The Signet agent system loads persistent memory from ~/.agents/ configuration during session initialization","type":"procedural","confidence":0.95},{"content":"Working memory summary is loaded from ~/.claude/projects/-home-nicholai/memory/MEMORY.md at session start","type":"procedural","confidence":0.95},{"content":"The /mcp command can be used to dismiss the MCP (Model Context Protocol) dialog in Claude Code","type":"procedural","confidence":0.9}],"entities":[{"source":"Signet agent system","relationship":"loads","target":"~/.agents/ configuration","confidence":0.95},{"source":"Signet agent system","relationship":"loads","target":"~/.claude/projects/-home-nicholai/memory/MEMORY.md","confidence":0.95},{"source":"/mcp command","relationship":"dismisses","target":"MCP dialog","confidence":0.9},{"source":"User","relationship":"can invoke","target":"/mcp command","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [1] already covers this fact: it explicitly documents that the Signet agent system loads persistent memory from ~/.agents/ configuration during session initialization. The new fact adds no new information beyond what's already captured.","fact":{"content":"The Signet agent system loads persistent memory from ~/.agents/ configuration during session initialization","type":"procedural","confidence":0.95}},{"action":"update","targetMemoryId":"c8ea4ae6-a732-44a5-842c-0b79f48ac3b3","confidence":0.95,"reason":"New fact refines understanding of memory loading mechanism - adds specific information about Claude Code's project-specific memory file being loaded at session start, complementing existing knowledge of Signet system. Should be merged to create complete picture of both memory systems.","fact":{"content":"Working memory summary is loaded from ~/.claude/projects/-home-nicholai/memory/MEMORY.md at session start","type":"procedural","confidence":0.95},"targetContent":"## Memory System Confirmation\n\n- Confirmed memory context injection is working (AGENTS.md `<!-- MEMORY_CONTEXT_START -->` section)\n- No prior stored memory of Amari existed - only learned about her from eviction notice + tonight's conversation\n- Memory files live in `/home/nicholai/.agents/memory/`"},{"action":"update","targetMemoryId":"6d4bada8-3ebf-4b79-b2e1-9e09769c6cab","confidence":0.85,"reason":"Candidate [1] contains the same procedural fact but buried in session-specific context. Replace with focused procedural memory about /mcp command capability, removing low-value session history details.","fact":{"content":"The /mcp command can be used to dismiss the MCP (Model Context Protocol) dialog in Claude Code","type":"procedural","confidence":0.9},"targetContent":"## Session Initialization Session started with Signet agent system active, loading persistent memory from ~/.agents/ configuration and working memory summary from ~/.claude/projects/-home-nicholai/memory/MEMORY.md. User ran /mcp command to dismiss the MCP (Model Context Protocol) dialog. No substantive coding work was performed during this session."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


