# memory_history

id: 2b46aec5-2a7a-4364-9d60-48f498bca094
memory_id: 43f4910b-d407-4839-b283-8bff8faeedae
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:35:52.078Z
reason:
  New fact introduces Palantir-style dashboard interface which is not explicitly covered by existing candidates about task components or project management features

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The web application features a Palantir-style dashboard interface","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":"d946e120-635a-4540-8734-2c876f77ab02","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9e794e1f-14e9-4579-b5a3-9218869a35f9
memory_id: 9157b131-1c23-4783-b4e0-7debf708f301
event: none
changed_by: pipeline-v2
reason: New fact refines existing candidate with additional details on display and positioning
created_at: 2026-02-24T08:36:28.720Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"4b12e675-93e8-4a26-ae3a-ea072cd94879","targetContent":"month view: bars absolutely positioned in week row containers using % left/width","confidence":0.95,"fact":{"content":"The month view displays bars that are absolutely positioned within week row containers using percentage-based left and width positioning","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":0,"createdMemoryId":null,"updatedMemoryId":"4b12e675-93e8-4a26-ae3a-ea072cd94879","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cc257111-189f-45af-b5ea-deb38d82a2db
memory_id: 9157b131-1c23-4783-b4e0-7debf708f301
event: none
changed_by: pipeline-v2
reason: New fact matches existing candidate 1 exactly
created_at: 2026-02-24T08:36:28.720Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"87744c81-2e49-4c86-b48d-c569310e06a5","targetContent":"week view: all-day bar area + full time grid (1AM-11PM) with current time indicator","confidence":0.95,"fact":{"content":"The week view includes an all-day bar area and a full time grid spanning 1AM to 11PM with a current time indicator","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":0,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cfeb5dd4-4196-4496-848e-03cd8178b5d8
memory_id: 9157b131-1c23-4783-b4e0-7debf708f301
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:36:28.720Z
reason:
  New fact matches existing candidate 21c5df79-eab7-4a90-87c9-6f45f9dfa5c9 exactly in content and confidence

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The year view presents a simple 4x3 mini calendar grid without task dots or timeline elements","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":0,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 24cd5787-3bf8-4652-bb0b-e95a5ac2b9c3
memory_id: e2b22fc6-8d94-4686-a745-3d34de1da476
event: created
new_content: The schedule view utilizes a specific path format for its calendar representation
changed_by: pipeline-v2
reason: New fact introduces specific path format detail not covered in existing schedule view types
created_at: 2026-02-24T08:36:28.720Z
metadata:
  {"proposedAction":"add","sourceMemoryId":"9157b131-1c23-4783-b4e0-7debf708f301","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: 674ca657-07a4-4fe9-adb5-2fb8e93fba4c
memory_id: 9157b131-1c23-4783-b4e0-7debf708f301
event: none
changed_by: pipeline-v2
reason: New fact introduces specific path format detail not covered in existing schedule view types
created_at: 2026-02-24T08:36:28.720Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The schedule view utilizes a specific path format for its calendar representation","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":0,"createdMemoryId":"e2b22fc6-8d94-4686-a745-3d34de1da476","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8774e405-2599-46dc-b71b-e2394023f070
memory_id: 5cf88f12-2bd4-4b31-b3c9-f259b5a3415d
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:37:09.638Z
reason:
  New fact content exactly matches existing fact candidate 4, which already specifies the same update to generate-harness-configs.py scripts.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"5cf88f12-2bd4-4b31-b3c9-f259b5a3415d","targetContent":"**Python templates** — Update both `generate-harness-configs.py` scripts to read all identity files The final injection order for session-start hook: memory header → AGENTS.md → SOUL.md → IDENTITY.md → USER.md → MEMORY.md → DB memories.","confidence":0.95,"fact":{"content":"The Python templates update both generate-harness-configs.py scripts to read all identity files","type":"decision","confidence":0.95},"extractionModel":"qwen3:8b","factCount":2,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4fbd119e-b039-4faa-9e47-ccebdfc567d8
memory_id: 5cf88f12-2bd4-4b31-b3c9-f259b5a3415d
event: none
changed_by: pipeline-v2
reason: Existing candidate 5 already specifies the same injection order.
created_at: 2026-02-24T08:37:09.638Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The session-start hook injection order is memory header → AGENTS.md → SOUL.md → IDENTITY.md → USER.md → MEMORY.md → DB memories","type":"procedural","confidence":0.9},"extractionModel":"qwen3:8b","factCount":2,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cb212eb9-291d-4268-83e8-babaab11d826
memory_id: 9416a0fb-6f3b-4b5d-aec5-d3c924798d6f
event: none
changed_by: pipeline-v2
reason: New fact refines existing candidate with more specific detail about Raspberry Pi
created_at: 2026-02-24T08:38:06.316Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"289184c9-54db-490b-b950-d79e17c690ee","targetContent":"deployed and running with real servos on pi","confidence":0.95,"fact":{"content":"The system is deployed and running with real servos on a Raspberry Pi","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":"289184c9-54db-490b-b950-d79e17c690ee","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: dd44e65b-f2e2-4142-b36c-372d65e43887
memory_id: 9416a0fb-6f3b-4b5d-aec5-d3c924798d6f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:38:06.316Z
reason:
  New fact matches existing issue content exactly, confirming the same resolution without new information

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"","targetContent":null,"confidence":0.95,"fact":{"content":"A 50Hz decoupled servo loop is operational, resolving the previous 4fps-coupled issue","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0270aab3-9469-400b-800d-13dd8428af55
memory_id: 9416a0fb-6f3b-4b5d-aec5-d3c924798d6f
event: none
changed_by: pipeline-v2
reason: New fact is redundant and fully covered by existing candidate 2645fc2d-6fe9-4fc6-b939-313be6b405a8
created_at: 2026-02-24T08:38:06.316Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Tilt control is inverted compared to the original hardware mapping","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 82d55840-8af7-4098-8bbd-d202606ec9ca
memory_id: 9416a0fb-6f3b-4b5d-aec5-d3c924798d6f
event: none
changed_by: pipeline-v2
reason: New fact matches existing candidate exactly
created_at: 2026-02-24T08:38:06.316Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"5d95a79e-5108-42b4-b58f-ae57520716c3","targetContent":"lower angle = down, higher = up (opposite of what HARDWARE.md originally said)","confidence":0.9,"fact":{"content":"Lower tilt angles correspond to downward movement, while higher angles correspond to upward movement, contrary to HARDWARE.md's original specification","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 87ea3daf-8698-4082-aa97-aebac74cfb8d
memory_id: 0379f9b0-05b5-4227-b4fe-6bf4aa4622c0
event: none
changed_by: pipeline-v2
reason: Existing candidate 3 already covers build passes in verification, making the new fact redundant.
created_at: 2026-02-24T08:39:13.856Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Verification includes build passes to ensure code compiles successfully","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3045e2e6-1100-462a-836a-42e69524c9cc
memory_id: 9721e567-0fad-4573-b72e-ef69eb570a86
event: created
new_content: Verification includes typecheck to validate type correctness
changed_by: pipeline-v2
reason: New fact about verification including typecheck is unrelated to existing rule and fact candidates.
created_at: 2026-02-24T08:39:13.856Z
metadata:
  {"proposedAction":"add","sourceMemoryId":"0379f9b0-05b5-4227-b4fe-6bf4aa4622c0","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: deac94af-e4f7-4439-acd8-d546d2323943
memory_id: 0379f9b0-05b5-4227-b4fe-6bf4aa4622c0
event: none
changed_by: pipeline-v2
reason: New fact about verification including typecheck is unrelated to existing rule and fact candidates.
created_at: 2026-02-24T08:39:13.856Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Verification includes typecheck to validate type correctness","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":"9721e567-0fad-4573-b72e-ef69eb570a86","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8277dfc3-4a87-44b6-b4c8-3ca62bd9ca2c
memory_id: 0379f9b0-05b5-4227-b4fe-6bf4aa4622c0
event: updated
new_content: Verification includes testing hook output to confirm test execution results
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T08:39:13.857Z
actor_type: pipeline
old_content:
  Verification includes build passes, typecheck, testing hook output, daemon restart with file edits, and generated file structure validation.

reason:
  New fact refines existing fact by specifying the purpose of testing hook output as confirming test execution results.


id: 4f50af71-cd80-414d-872a-0da679f355a8
memory_id: 0379f9b0-05b5-4227-b4fe-6bf4aa4622c0
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:39:13.857Z
reason:
  New fact refines existing fact by specifying the purpose of testing hook output as confirming test execution results.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"0379f9b0-05b5-4227-b4fe-6bf4aa4622c0","targetContent":"Verification includes build passes, typecheck, testing hook output, daemon restart with file edits, and generated file structure validation.","confidence":0.9,"fact":{"content":"Verification includes testing hook output to confirm test execution results","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"0379f9b0-05b5-4227-b4fe-6bf4aa4622c0","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ea795388-5ab3-4ee8-9dd3-a6f3a88eb2f6
memory_id: d15db5a9-0198-4a8f-98fc-b2ae62a16752
event: created
new_content: Verification includes daemon restart with file edits to validate real-time updates
changed_by: pipeline-v2
created_at: 2026-02-24T08:39:13.857Z
reason:
  New fact provides specific context about the purpose of daemon restart with file edits (real-time validation) not fully captured in existing candidates.

metadata:
  {"proposedAction":"add","sourceMemoryId":"0379f9b0-05b5-4227-b4fe-6bf4aa4622c0","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: 540c6fce-c211-40f4-9bb6-86e4485b7103
memory_id: 0379f9b0-05b5-4227-b4fe-6bf4aa4622c0
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:39:13.857Z
reason:
  New fact provides specific context about the purpose of daemon restart with file edits (real-time validation) not fully captured in existing candidates.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Verification includes daemon restart with file edits to validate real-time updates","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":"d15db5a9-0198-4a8f-98fc-b2ae62a16752","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 654e7dce-c806-4b2f-9602-d752698a435f
memory_id: 0379f9b0-05b5-4227-b4fe-6bf4aa4622c0
event: none
changed_by: pipeline-v2
reason: New fact provides specific purpose (output consistency) not covered in existing candidates
created_at: 2026-02-24T08:39:13.858Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":"","targetContent":null,"confidence":0.9,"fact":{"content":"Verification includes generated file structure validation to ensure output consistency","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":"841b7249-0088-4d0f-a66c-2c9d0df5a16c","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f002d6b6-61d5-4d2f-9ee9-6841b56f95d9
memory_id: d984c941-a024-401f-af13-808429ac56ad
event: none
changed_by: pipeline-v2
reason: New fact exactly matches existing candidate content about tilt_range needing correction
created_at: 2026-02-24T08:40:27.657Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The tilt_range in the code is set to (45, 115) with 45 representing the 'up' direction, requiring correction","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9efb9a10-c2a3-446d-a611-de94c973bf16
memory_id: d984c941-a024-401f-af13-808429ac56ad
event: none
changed_by: pipeline-v2
reason: New fact refines existing candidate by specifying disintegration under mechanical load
created_at: 2026-02-24T08:40:27.661Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"9d2dc7a3-cf59-4f6f-8e7c-e51ce5703fec","targetContent":"cardboard tilt mount, fragile - comes loose under load","confidence":0.9,"fact":{"content":"The cardboard tilt mount is fragile and disintegrates under mechanical load","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"9d2dc7a3-cf59-4f6f-8e7c-e51ce5703fec","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 69d9862c-4392-46d4-948d-f6d7eaaceb0c
memory_id: d984c941-a024-401f-af13-808429ac56ad
event: none
changed_by: pipeline-v2
reason: New fact refines existing candidate with more precise description.
created_at: 2026-02-24T08:40:27.662Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"5533cf10-f25c-4284-b6bb-e4ab7d0fd795","targetContent":"camera mounted separately from turret","confidence":0.95,"fact":{"content":"The camera is physically separated from the turret assembly in the current design","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"5533cf10-f25c-4284-b6bb-e4ab7d0fd795","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b0e4aaa6-cc59-4553-8953-114781ce1ac6
memory_id: d984c941-a024-401f-af13-808429ac56ad
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:40:27.662Z
reason:
  New fact matches existing candidate's file path with additional context, indicating redundant information

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"4b36a913-ad11-422c-b1b8-b6f1469e7be6","targetContent":"app: ~/pi-sandbox/sentinel/web_turret.py","confidence":0.95,"fact":{"content":"The primary application code is located at ~/pi-sandbox/sentinel/web_turret.py","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2f11db8c-e0e6-4fe2-9900-e4fd0293a712
memory_id: ff1b2f6a-9ee8-42e2-abd0-87b5112572a6
event: created
new_content: Hardware documentation is stored in ~/pi-sandbox/sentinel/HAR
changed_by: pipeline-v2
reason: New fact provides distinct path information not covered by existing candidate
created_at: 2026-02-24T08:40:27.662Z
metadata:
  {"proposedAction":"add","sourceMemoryId":"d984c941-a024-401f-af13-808429ac56ad","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: 496f151f-51e3-466c-bc9d-d9deac63e9c3
memory_id: d984c941-a024-401f-af13-808429ac56ad
event: none
changed_by: pipeline-v2
reason: New fact provides distinct path information not covered by existing candidate
created_at: 2026-02-24T08:40:27.662Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Hardware documentation is stored in ~/pi-sandbox/sentinel/HAR","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":"ff1b2f6a-9ee8-42e2-abd0-87b5112572a6","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b54132ab-17d9-4c7b-bf96-df1bb478da8c
memory_id: c9e3166e-68a0-4e92-8037-87b367986dd9
event: created
new_content: DWARE.md includes helper scripts: deploy.sh, start.sh, stop.sh, logs.sh
changed_by: pipeline-v2
created_at: 2026-02-24T08:41:49.637Z
reason:
  New fact provides additional context about the location of helper scripts not covered in existing candidate

metadata:
  {"proposedAction":"add","sourceMemoryId":"f545f83e-c3a9-40aa-82b7-0f5b6352c294","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: cb7e8be8-8c76-4b3f-80a7-633396653642
memory_id: f545f83e-c3a9-40aa-82b7-0f5b6352c294
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:41:49.637Z
reason:
  New fact provides additional context about the location of helper scripts not covered in existing candidate

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"DWARE.md includes helper scripts: deploy.sh, start.sh, stop.sh, logs.sh","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":9,"createdMemoryId":"c9e3166e-68a0-4e92-8037-87b367986dd9","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2c3b4e86-d71c-4111-a917-efa07f103497
memory_id: 6a0ad4ea-a278-4dc0-83d7-fd0aaab730f7
event: created
new_content: DWARE.md includes test scripts: test_servos.py, test_smooth.py, test_full_demo.py
changed_by: pipeline-v2
created_at: 2026-02-24T08:41:49.640Z
reason:
  New fact provides additional context about DWARE.md inclusion, refining existing test script list without contradiction

metadata:
  {"proposedAction":"add","sourceMemoryId":"f545f83e-c3a9-40aa-82b7-0f5b6352c294","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: 6b46f291-856a-4175-b0d6-25ff24d89351
memory_id: f545f83e-c3a9-40aa-82b7-0f5b6352c294
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:41:49.640Z
reason:
  New fact provides additional context about DWARE.md inclusion, refining existing test script list without contradiction

metadata:
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changed_by: pipeline-v2
reason: New fact provides additional context about document location not covered by existing candidate
created_at: 2026-02-24T08:41:49.641Z
metadata:
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id: de65ac81-6743-4293-84ba-a935ea0cd5a4
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event: created
new_content: The next steps include fixing tilt inversion in web_turret.py's Turret class
changed_by: pipeline-v2
reason: New fact introduces a decision about next steps not explicitly covered by existing fact
created_at: 2026-02-24T08:41:49.641Z
metadata:
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changed_by: pipeline-v2
reason: New fact introduces a decision about next steps not explicitly covered by existing fact
created_at: 2026-02-24T08:41:49.641Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The next steps include fixing tilt inversion in web_turret.py's Turret class","type":"decision","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":9,"createdMemoryId":"5c1888b8-11dc-40f0-b93b-13b29b6fa74d","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e85983e3-3294-4268-8e92-2b33b38c0dc0
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event: created
new_content: Voice messaging setup for Telegram was completed successfully
changed_by: pipeline-v2
created_at: 2026-02-24T08:42:26.989Z
reason:
  No existing candidate mentions Telegram voice messaging setup. The new fact introduces unique information not covered by previous sessions.

metadata:
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id: 617ea553-a194-4290-9e6b-841e1fafaf02
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event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:42:26.989Z
reason:
  No existing candidate mentions Telegram voice messaging setup. The new fact introduces unique information not covered by previous sessions.

metadata:
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event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:42:26.991Z
reason:
  New fact is fully covered by existing candidate 1's content about the qwen3-tts-12hz-1.7b-base model usage in voice messaging setup

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  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The voice message system uses the qwen3-tts-12hz-1.7b-base model for text-to-speech conversion","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


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event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:42:26.991Z
reason:
  New fact is identical to existing candidate 3's content about the voice model cloning from Nicholai's Alan Rickman/Snape impression.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"f4fa8d91-f61e-4bfc-a4d3-b43ba71ca380","targetContent":"## voice messaging setup completed successfully implemented full voice message support for telegram: **tts (text-to-speech):** - qwen3-tts-12hz-1.7b-base model - voice cloned from nicholai's alan rickman/snape impression - reference audio: /mnt/work/clawdbot-voice/reference_snape_v2.wav - running","confidence":0.9,"fact":{"content":"The voice model was cloned from Nicholai's Alan Rickman/Snape impression","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


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changed_by: pipeline-v2
reason: New fact's reference audio path is already explicitly stated in existing fact candidate 2
created_at: 2026-02-24T08:42:26.991Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"789040a6-b3ef-4597-b913-079f372f54fe","targetContent":"## tts service details:\n\n- running on port 8765\n- using qwen3-tts-12hz-1.7b-base (upgraded from 0.6b for better accent preservation)\n- voice cloning with nicholai's snape voice impression\n- reference audio: /mnt/work/clawdbot-voice/reference_snape_v2.wav\n- systemd service: clawdbot-tts.service\n- auto-starts on boot, restarts on failure\n- **idle timeout**: automatically unloads model after 120s of inactivity (frees ~3.5GB VRAM)\n- lazy loading: model loads on first request, not at startup","confidence":0.95,"fact":{"content":"Reference audio file for voice cloning is located at /mnt/work/clawdbot-voice/reference_snape_v2.wav","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a7aa5de6-9f4b-40a3-9a90-96f9c2b2486a
memory_id: 7ccf9a9b-0d79-4739-a804-d76809097240
event: created
new_content: The system runs the command /think to implement voice message functionality
changed_by: pipeline-v2
created_at: 2026-02-24T08:42:26.992Z
reason:
  New fact introduces procedural command '/think' for voice messaging implementation not covered in existing candidates

metadata:
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id: 92eaa300-e101-45d6-bb3e-0a194fffe71e
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event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:42:26.992Z
reason:
  New fact introduces procedural command '/think' for voice messaging implementation not covered in existing candidates

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The system runs the command /think to implement voice message functionality","type":"procedural","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":4,"createdMemoryId":"7ccf9a9b-0d79-4739-a804-d76809097240","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 51d82cf2-f8b1-463f-8b29-c63caeb2c4e9
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event: none
changed_by: pipeline-v2
reason: New fact matches existing candidate's content about MockTurret updates for decoupled interface
created_at: 2026-02-24T08:43:40.702Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"2aeb15fe-3a2c-4c93-bf3c-cdde63d3d9be","targetContent":"fix MockTurret to match new decoupled interface","confidence":0.9,"fact":{"content":"The MockTurret component must be updated to align with the new decoupled interface specification","type":"decision","confidence":0.9},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 28f6b307-154f-4861-905c-68c5a4637cac
memory_id: 44e30bdf-c006-445f-ad4c-90184a1b9cf5
event: created
new_content: A 3D-printed pan/tilt bracket will be manufactured using makerspace research findings
changed_by: pipeline-v2
created_at: 2026-02-24T08:43:40.702Z
reason:
  New fact aligns with existing candidate's content but adds procedural detail about manufacturing using research findings.

metadata:
  {"proposedAction":"add","sourceMemoryId":"6ecda24f-aab2-4560-8970-9a3973f96174","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: c8222d69-a17d-4e3f-998e-308fbe0a3581
memory_id: 6ecda24f-aab2-4560-8970-9a3973f96174
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:43:40.702Z
reason:
  New fact aligns with existing candidate's content but adds procedural detail about manufacturing using research findings.

metadata:
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id: a0d13318-c520-4f1b-b3d8-cf5afdbf34ff
memory_id: 38ab3209-6195-470a-868a-30866f767ec2
event: updated
old_content: test auto-track with camera + servos together
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T08:43:40.703Z
actor_type: pipeline
new_content:
  System testing will evaluate auto-tracking functionality combining camera input and servo motor control

reason:
  New fact refines existing candidate by specifying 'system testing' and detailed component interaction


id: 56270fee-cf05-426b-87c6-f3d879777fcf
memory_id: 6ecda24f-aab2-4560-8970-9a3973f96174
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:43:40.705Z
reason:
  New fact refines existing candidate by specifying 'system testing' and detailed component interaction

metadata:
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id: 6c110287-a6ce-424d-9105-9b84929e512c
memory_id: 8672e3e2-6d05-41b7-934e-e186f53a3c4d
event: created
new_content: The systemd service runs on port 8765 for transcription tasks
changed_by: pipeline-v2
created_at: 2026-02-24T08:45:17.803Z
reason:
  New fact introduces a distinct fact about systemd service port 8765 for transcription tasks, not covered by existing candidates

metadata:
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id: 967a265b-d3ec-4683-9878-963c654b9f36
memory_id: 6d543bfc-8ef2-41c3-a922-ffebae9c1045
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:45:17.803Z
reason:
  New fact introduces a distinct fact about systemd service port 8765 for transcription tasks, not covered by existing candidates

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The systemd service runs on port 8765 for transcription tasks","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":"8672e3e2-6d05-41b7-934e-e186f53a3c4d","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5b1895d1-0af1-4a0a-b889-e1ffa7ec2975
memory_id: 6d543bfc-8ef2-41c3-a922-ffebae9c1045
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T08:45:17.804Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 299 characters]

new_content:
  The 1.7b model was chosen for British accent preservation due to its superior handling of phonetic nuances compared to the 0.6b model, which lacks sufficient phonetic detail for accent-specific speech patterns

reason:
  The new fact provides the rationale for the choice of 1.7b model over 0.6b in candidate 2, explaining the superior handling of British accents.


id: ec3bd7ea-2e41-4f07-8ec0-6173b7c31f2d
memory_id: 6d543bfc-8ef2-41c3-a922-ffebae9c1045
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:45:17.805Z
reason:
  The new fact provides the rationale for the choice of 1.7b model over 0.6b in candidate 2, explaining the superior handling of British accents.

metadata:
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id: 21719b68-b2e6-4614-aedf-ada3c7995868
memory_id: 6d543bfc-8ef2-41c3-a922-ffebae9c1045
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:45:17.805Z
reason:
  New fact is already fully covered by existing candidate 3, which explicitly states the use of pywhispercpp with base.en model and 4 threads.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"","targetContent":null,"confidence":0.9,"fact":{"content":"The transcription system uses pywhispercpp (whisper.cpp Python bindings) with the base.en model and 4 threads","type":"procedural","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d89359b7-ee61-4904-99a9-c6fe838d13c7
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event: created
changed_by: pipeline-v2
created_at: 2026-02-24T08:45:17.806Z
new_content:
  Longer messages in the transcription system are truncated due to a known limitation in the pywhispercpp implementation

reason:
  New fact provides specific cause (pywhispercpp limitation) for an existing known issue, but no existing candidate explicitly states this causal relationship.

metadata:
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id: 0328c42a-2f4e-4fba-9307-b89549d3a78a
memory_id: 6d543bfc-8ef2-41c3-a922-ffebae9c1045
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:45:17.806Z
reason:
  New fact provides specific cause (pywhispercpp limitation) for an existing known issue, but no existing candidate explicitly states this causal relationship.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":"","targetContent":null,"confidence":0.8,"fact":{"content":"Longer messages in the transcription system are truncated due to a known limitation in the pywhispercpp implementation","type":"fact","confidence":0.8},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":"f9da62a1-dc12-472a-9bdc-ec4370c8a426","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3c901f46-312a-4a8e-a941-3ba6b9ef9472
memory_id: 8eee98ce-d64f-4502-83ef-55b585e8f740
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:46:10.449Z
reason:
  New fact is fully covered by existing rule [1] which explicitly states the requirement to pass the first frame as an image reference for proper interpolation.

metadata:
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id: 14f6f148-a544-4123-89c8-7bc3c24eaa84
memory_id: 8eee98ce-d64f-4502-83ef-55b585e8f740
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:46:10.449Z
reason:
  New fact is fully covered by existing rule [1], which contains identical content with additional contextual details.

metadata:
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id: 0e294258-ba84-4355-a3ce-a6267ca0989c
memory_id: 40433a06-88b9-453a-b6c7-ab58906990de
event: created
changed_by: pipeline-v2
created_at: 2026-02-24T08:46:54.509Z
new_content:
  The voice message workflow involves receiving a voice message, transcribing it using Whisper 2, generating a text response, converting the text to speech via a TTS service on port 8765, and sending the synthesized voice message back

reason:
  New fact provides detailed procedural steps not fully covered by existing candidates, including TTS port and transcription specifics.

metadata:
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id: 96e60eeb-4113-45cc-b25a-ffbfc4b6a90a
memory_id: a86551d8-f8e3-4cfe-946a-2c1f98e89a5f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:46:54.509Z
reason:
  New fact provides detailed procedural steps not fully covered by existing candidates, including TTS port and transcription specifics.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":"","targetContent":null,"confidence":0.95,"fact":{"content":"The voice message workflow involves receiving a voice message, transcribing it using Whisper 2, generating a text response, converting the text to speech via a TTS service on port 8765, and sending the synthesized voice message back","type":"procedural","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":"40433a06-88b9-453a-b6c7-ab58906990de","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 11123d68-ef43-492c-a860-a46761baf2bd
memory_id: a86551d8-f8e3-4cfe-946a-2c1f98e89a5f
event: none
changed_by: pipeline-v2
reason: New fact about VOICE-WORKFLOW.md documentation is not covered by existing candidates.
created_at: 2026-02-24T08:46:54.510Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The voice message workflow is documented in the VOICE-WORKFLOW.md file","type":"semantic","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":"367f7a39-d34e-403e-b752-6fa98fdc1358","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d56c5f27-dc4e-449d-aa4c-162cea6772d0
memory_id: a86551d8-f8e3-4cfe-946a-2c1f98e89a5f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:46:54.511Z
reason:
  Existing candidate [2] already contains the project location information. The new fact is redundant and covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The voice message project is located at /mnt/work/clawdbot-voice/","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: aae743cc-6595-438e-9541-230664a2196f
memory_id: a86551d8-f8e3-4cfe-946a-2c1f98e89a5f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:46:54.511Z
reason:
  Existing candidates already contain the setup information about sonnet and opencode sub-agent assistance

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The voice message system was set up by sonnet with opencode sub-agent assistance","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cbf10f0d-c933-4b84-a1d8-5ce0277aceb4
memory_id: e03fbf4f-b81b-4eb1-81fc-eff3ccf9f438
event: none
changed_by: pipeline-v2
reason: New fact refines existing fact by adding camera angle and Veo interpolation steps
created_at: 2026-02-24T08:48:02.283Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"a6c02210-85df-459e-82ad-869a0c358209","targetContent":"Correct workflow: frame1 (text-to-image) -> frame2 (image+text","confidence":0.9,"fact":{"content":"The correct workflow for frame processing involves generating frame1 via text-to-image, modifying frame2 with image+text edits using a new camera angle, and applying Veo interpolation to connect frames","type":"procedural","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"a6c02210-85df-459e-82ad-869a0c358209","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 219716bd-3f51-40a4-b815-9406803fac9a
memory_id: e03fbf4f-b81b-4eb1-81fc-eff3ccf9f438
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:48:02.283Z
reason:
  New fact is a restatement of the existing rule (ID 68686201-9cd2-4909-9e9b-680c9ab47c25) linking significant frame delta to avoiding static video from similar frames.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Frame delta must be significant to avoid producing static video from similar consecutive frames","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6b8fe6b5-83dd-4087-b3fe-1a51ccb2929d
memory_id: e03fbf4f-b81b-4eb1-81fc-eff3ccf9f438
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:48:02.283Z
reason:
  New fact is semantically identical to existing candidate [1], covering the same procedural knowledge about shot connection

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Shots are connected by using the last frame of scene N as the first frame of scene N+1","type":"procedural","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ec01c12a-d0b8-4a27-9d39-14259aadffef
memory_id: 040154cf-f4c3-4d85-81a5-b5058016bf51
event: created
new_content: Frame perspective must align with the camera position to maintain visual continuity
changed_by: pipeline-v2
created_at: 2026-02-24T08:48:02.283Z
reason:
  New fact provides additional context (visual continuity) not covered in the existing rule, and types (fact vs rule) are distinct.

metadata:
  {"proposedAction":"add","sourceMemoryId":"e03fbf4f-b81b-4eb1-81fc-eff3ccf9f438","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: 1f1defca-afc2-48f7-8b8f-8408cb760fd9
memory_id: e03fbf4f-b81b-4eb1-81fc-eff3ccf9f438
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:48:02.283Z
reason:
  New fact provides additional context (visual continuity) not covered in the existing rule, and types (fact vs rule) are distinct.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Frame perspective must align with the camera position to maintain visual continuity","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":5,"createdMemoryId":"040154cf-f4c3-4d85-81a5-b5058016bf51","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: eaeab2b7-d65d-4e17-8904-b77823ab863d
memory_id: 61092204-d1d2-46cf-9ee6-9f7200553f65
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:48:28.345Z
reason:
  The new fact is already covered by existing memories detailing the idle timeout and VRAM management implementation.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The qwen3-tts service implements an idle timeout mechanism with automatic VRAM management","type":"decision","confidence":0.9},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 04221079-db4b-4a66-a4cb-f2598c42f57c
memory_id: 61092204-d1d2-46cf-9ee6-9f7200553f65
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:48:28.345Z
reason:
  New fact is fully covered by existing candidate 1 and 2 which contain identical information about 120s timeout and 3.5GB VRAM management

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The qwen3-tts service unloads the model after 120 seconds of inactivity, freeing ~3.5GB VRAM","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4f517705-575e-494e-a77a-1f53acf05727
memory_id: 61092204-d1d2-46cf-9ee6-9f7200553f65
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:48:28.345Z
reason:
  Existing candidates 1 and 2 already explicitly state the lazy loading behavior described in the new fact

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The qwen3-tts service employs lazy loading, loading the model only on first request rather than at startup","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8f6a27d2-41b5-4a3e-bd29-aae47d0e007a
memory_id: a6d35928-a928-4789-b34a-b01d82bc1498
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:48:59.233Z
reason:
  New fact matches existing fact [2] content exactly, indicating redundant information already covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Veo swaps viewpoint instead of tilting/panning continuously when the last frame indicates a different POV (e.g., first-person vs third-person)","type":"decision","confidence":0.95},"extractionModel":"qwen3:8b","factCount":1,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fc2ccfd4-162f-4504-8644-e6c31d9191cc
memory_id: 8a359d4e-3427-48da-bc69-043518489ce1
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:49:41.688Z
reason:
  Existing candidate 1 explicitly states the background monitor task checks idle status every 10 seconds, fully covering the new fact.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"c9389ac9-9511-40dd-a468-f2435ebdd9fa","targetContent":"## tts service idle timeout added\n\nimplemented automatic vram management for qwen3-tts service:\n\n**changes:**\n- created tts_service_idle.py with idle timeout functionality\n- model unloads after 120 seconds of inactivity (frees ~3.5GB VRAM)\n- lazy loading: model only loads on first request, not at startup\n- background monitor task checks idle status every 10 seconds\n- updated systemd service to use new idle-aware version\n\n**configuration:**\n- TTS_IDLE_TIMEOUT=120 (configurable via environment variable)\n- service still runs continuously, just unloads model when idle\n- automatically reloads on next TTS request\n\n**benefit:** nicholai can use comfyui without tts service consuming vram when not actively generating speech","confidence":0.95,"fact":{"content":"The background monitor task checks idle status every 10 seconds","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: dc90476c-9ffa-49ca-815a-3c9a70c711c3
memory_id: 8a359d4e-3427-48da-bc69-043518489ce1
event: none
changed_by: pipeline-v2
reason: Existing candidate already contains the systemd service update information
created_at: 2026-02-24T08:49:41.688Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The systemd service was updated to use the new idle-aware version","type":"decision","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8e8fe65b-d317-4e93-8dfe-4351d902e517
memory_id: 8a359d4e-3427-48da-bc69-043518489ce1
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:49:41.688Z
reason:
  New fact is redundant with existing candidate 2 which already states TTS_IDLE_TIMEOUT=120 (configurable via environment variable)

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"8a359d4e-3427-48da-bc69-043518489ce1","targetContent":"artup - background monitor task checks idle status every 10 seconds - updated systemd service to use new idle-aware version **configuration:** - TTS_IDLE_TIMEOUT=120 (configurable via environment variable) - service still runs continuously, just unloads model when idle - automatically reloads on ne","confidence":0.9,"fact":{"content":"The TTS_IDLE_TIMEOUT configuration parameter is set to 120 seconds and is configurable via environment variable","type":"semantic","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6ddbc424-221a-478f-87c9-941fd987c268
memory_id: 8a359d4e-3427-48da-bc69-043518489ce1
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:49:41.688Z
reason:
  New fact is a restatement of existing information in candidate 1, which already covers the service's continuous operation and model unloading behavior during idle periods.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The service runs continuously but unloads the model when idle","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5ad5aa79-d3f6-4675-bad6-6488944d1d7b
memory_id: 8a359d4e-3427-48da-bc69-043518489ce1
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:49:41.689Z
reason:
  Existing candidate 3 already contains the exact phrase 'automatically reloads on ne' with matching confidence.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.7,"fact":{"content":"The service automatically reloads on ne (possibly a typo or specific command context)","type":"fact","confidence":0.7},"extractionModel":"qwen3:8b","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bebc229d-cc5c-4fde-aa53-d8b392f818ae
memory_id: 4ee6cac5-c5c3-46bc-8812-34b4ce4c0514
event: created
changed_by: pipeline-v2
reason: New fact provides specific tool name and input-only description not covered by existing candidate
created_at: 2026-02-24T08:50:39.891Z
new_content:
  Nano Banana Pro is an input-only moderation tool that checks prompts and reference images, with unrestricted outputs

metadata:
  {"proposedAction":"add","sourceMemoryId":"aa686f33-f11d-4a0b-ad7f-7699cd6ffeac","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: 0e45f191-6c65-4f13-aa8f-543cd7c5c0e3
memory_id: aa686f33-f11d-4a0b-ad7f-7699cd6ffeac
event: none
changed_by: pipeline-v2
reason: New fact provides specific tool name and input-only description not covered by existing candidate
created_at: 2026-02-24T08:50:39.891Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nano Banana Pro is an input-only moderation tool that checks prompts and reference images, with unrestricted outputs","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":6,"createdMemoryId":"4ee6cac5-c5c3-46bc-8812-34b4ce4c0514","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b268d36f-b6dd-48b3-8feb-2e1720da63a1
memory_id: 77d7fc69-980d-4031-8c50-fbb5830e08b3
event: created
new_content: IMAGE_OTHER is a soft block error code triggered by unspecified image-related issues
changed_by: pipeline-v2
created_at: 2026-02-24T08:50:39.894Z
reason:
  New fact provides additional context about IMAGE_OTHER error code not fully covered in existing candidate

metadata:
  {"proposedAction":"add","sourceMemoryId":"aa686f33-f11d-4a0b-ad7f-7699cd6ffeac","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: 9f1e99f1-aab2-4b49-b2d6-668b899c233f
memory_id: aa686f33-f11d-4a0b-ad7f-7699cd6ffeac
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:50:39.894Z
reason:
  New fact provides additional context about IMAGE_OTHER error code not fully covered in existing candidate

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"IMAGE_OTHER is a soft block error code triggered by unspecified image-related issues","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":6,"createdMemoryId":"77d7fc69-980d-4031-8c50-fbb5830e08b3","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 52e085d8-5e69-44a7-8aad-63ac38b62e32
memory_id: aa686f33-f11d-4a0b-ad7f-7699cd6ffeac
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:50:39.894Z
reason:
  New fact is fully covered by existing candidate 1 which already defines IMAGE_SAFETY as a hard block error code triggered by evasion attempts

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"IMAGE_SAFETY is a hard block error code triggered by detected evasion attempts in image analysis","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bf2ce71e-be88-4b52-81a3-3586f3124110
memory_id: aa686f33-f11d-4a0b-ad7f-7699cd6ffeac
event: none
changed_by: pipeline-v2
reason: New fact provides specific detail about the first golden rule not covered in existing candidate
created_at: 2026-02-24T08:50:39.894Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The first golden rule for prompts requires users to include the /think directive","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":6,"createdMemoryId":"daabcc7a-05ee-48a0-b3b6-e78db0c6aa78","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a2b770de-c760-42a6-8803-94303dff403e
memory_id: c4b48964-0e47-4fd6-8f5e-ff3254ee45a4
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:51:14.737Z
reason:
  The new fact's benefit is already explicitly covered by existing candidates [1] and [2], which state the same outcome about VRAM avoidance when TTS is inactive.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Using ComfyUI without the TTS service allows nicholai to avoid VRAM consumption when speech generation is not active","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":1,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 634e2f3a-5397-4f9a-b31b-41628e90b6bb
memory_id: d9392bc9-a3f4-44c2-9e23-715e631f1454
event: created
changed_by: pipeline-v2
created_at: 2026-02-24T08:51:51.843Z
new_content:
  Content guidelines prohibit direct body state descriptions, requiring focus on light metaphors (e.g., 'light sculpts her décolletage' is acceptable while 'upper body exposed' is prohibited)

reason:
  New fact introduces specific content guidelines not fully captured by existing rule-based candidates

metadata:
  {"proposedAction":"add","sourceMemoryId":"332f1fce-7bbd-4ee6-8e7c-24ee1b543408","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: 26a62dc9-871a-4922-a485-57e4d1659dd8
memory_id: 332f1fce-7bbd-4ee6-8e7c-24ee1b543408
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:51:51.843Z
reason:
  New fact introduces specific content guidelines not fully captured by existing rule-based candidates

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Content guidelines prohibit direct body state descriptions, requiring focus on light metaphors (e.g., 'light sculpts her décolletage' is acceptable while 'upper body exposed' is prohibited)","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":5,"createdMemoryId":"d9392bc9-a3f4-44c2-9e23-715e631f1454","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5aaf61da-2cdd-401e-9d2e-f7e237ab7728
memory_id: 332f1fce-7bbd-4ee6-8e7c-24ee1b543408
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:51:51.845Z
reason:
  New fact is fully covered by existing rule candidates (specifically rule 2 in candidate 1 and candidate 2) which already specify fabric descriptions over skin references.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Content guidelines require fabric descriptions over skin references (e.g., 'silk cascading' is acceptable while 'bare' is prohibited)","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 59b5fde3-db3f-43be-820f-4fd973e0a793
memory_id: 332f1fce-7bbd-4ee6-8e7c-24ee1b543408
event: none
changed_by: pipeline-v2
reason: New fact matches existing rule [1] content exactly, redundant information
created_at: 2026-02-24T08:51:51.845Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Classical art references (Modigliani, Ingres, Odalisque, 'figure study', 'museum exhibition piece') grant maximum content permission","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 212df13a-c5f5-4edd-88c5-8603c7ec4aee
memory_id: 332f1fce-7bbd-4ee6-8e7c-24ee1b543408
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:51:51.845Z
reason:
  New fact's three core rules are fully covered in existing candidate 1 (Nano Banana Pro guidelines) with additional context and specifics.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The guidelines establish three core content rules: (1) light over body state, (2) fabric over skin, (3) classical art references for maximum permission","type":"semantic","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2b6cf527-3b24-4d5f-8905-e58bfbf120a2
memory_id: 7660d25c-77e8-4774-8aaa-fc396b87eb87
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:53:15.536Z
reason:
  The new fact is already fully covered by existing preference candidates [1] and [2], which explicitly mention the removal of `[clawdbot]` responsePrefix from gateway config.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The gateway configuration removed the `[clawdbot]` responsePrefix","type":"decision","confidence":0.95},"extractionModel":"qwen3:8b","factCount":10,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f3e27b66-7155-4373-92e9-6545f1e4f228
memory_id: b7b836fd-26e1-4676-8da8-20f071c4f09b
event: created
new_content: The Discord bot username was changed from 'clawd' to 'mrclaude'
changed_by: pipeline-v2
reason: New fact about username change not covered by existing preference/fact entries
created_at: 2026-02-24T08:53:15.536Z
metadata:
  {"proposedAction":"add","sourceMemoryId":"7660d25c-77e8-4774-8aaa-fc396b87eb87","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: 2d5b07e6-6dd7-4ffc-a7a3-2d4740000977
memory_id: 7660d25c-77e8-4774-8aaa-fc396b87eb87
event: none
changed_by: pipeline-v2
reason: New fact about username change not covered by existing preference/fact entries
created_at: 2026-02-24T08:53:15.536Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Discord bot username was changed from 'clawd' to 'mrclaude'","type":"decision","confidence":0.95},"extractionModel":"qwen3:8b","factCount":10,"entityCount":10,"createdMemoryId":"b7b836fd-26e1-4676-8da8-20f071c4f09b","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b48e70c0-04b8-42da-9419-1e86c1cc6ca7
memory_id: fcf59160-b1c7-429a-aa36-3fe9bd7e4789
event: created
new_content: Workspace files were synchronized with ~/.claude/CLAUDE.md updates
changed_by: pipeline-v2
created_at: 2026-02-24T08:53:15.537Z
reason:
  New fact about CLAUDE.md synchronization not directly conflicting or superseding existing candidates, and no matching memory found.

metadata:
  {"proposedAction":"add","sourceMemoryId":"7660d25c-77e8-4774-8aaa-fc396b87eb87","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: 03c342a5-f8a3-4174-89e1-0e5408a61425
memory_id: 7660d25c-77e8-4774-8aaa-fc396b87eb87
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:53:15.537Z
reason:
  New fact about CLAUDE.md synchronization not directly conflicting or superseding existing candidates, and no matching memory found.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Workspace files were synchronized with ~/.claude/CLAUDE.md updates","type":"procedural","confidence":0.9},"extractionModel":"qwen3:8b","factCount":10,"entityCount":10,"createdMemoryId":"fcf59160-b1c7-429a-aa36-3fe9bd7e4789","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 99a81499-c59e-4e2f-a77b-5871a36469d1
memory_id: 7660d25c-77e8-4774-8aaa-fc396b87eb87
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:53:15.538Z
reason:
  Existing candidate 62dde22e-9523-4a8e-8c1f-c730d80bbaa7 already contains the exact same information about adding conversational Arabic phrases to the workspace

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Conversational Arabic phrases (inshallah, wallahi, astaghfirullah) were added to the workspace","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":10,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5df9484f-dd36-4af7-9811-13f3782b532d
memory_id: 7660d25c-77e8-4774-8aaa-fc396b87eb87
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:53:15.538Z
reason:
  Existing candidates already explicitly state paru is banished and pacman + yay are preferred, aligning with the new fact.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The user prefers arch packages managed via pacman + yay, not paru","type":"preference","confidence":0.9},"extractionModel":"qwen3:8b","factCount":10,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 345140e3-b57a-4e24-99a7-d7652c9c210f
memory_id: 7660d25c-77e8-4774-8aaa-fc396b87eb87
event: none
changed_by: pipeline-v2
reason: No existing candidate mentions grepai or code search tool designation
created_at: 2026-02-24T08:53:15.539Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"grepai was designated as the primary code search tool","type":"decision","confidence":0.9},"extractionModel":"qwen3:8b","factCount":10,"entityCount":10,"createdMemoryId":"5118fa40-953f-406b-93b8-54061885a6cd","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4265c916-d609-4922-ad9a-e7cd8ebb72d3
memory_id: 7660d25c-77e8-4774-8aaa-fc396b87eb87
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:53:15.541Z
reason:
  Existing candidate 1 already explicitly mentions 'added open source contribution guidelines' in its content, making the new fact redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"62dde22e-9523-4a8e-8c1f-c730d80bbaa7","targetContent":"## session notes\n\n- removed `[clawdbot]` responsePrefix from gateway config\n- changed discord bot username from \"clawd\" to \"mrclaude\"\n- synced workspace files with ~/.claude/CLAUDE.md updates:\n  - added conversational arabic phrases (inshallah, wallahi, astaghfirullah)\n  - added arch packages preference (pacman + yay, no paru)\n  - added grepai as primary code search tool\n  - added open source contribution guidelines\n  - updated project list (ssh tui, dashore incubator, biohazard tracker, gitea)\n  - fixed website deploy command (bun deploy, not pnpm)\n  - updated obsidian vault path","confidence":0.9,"fact":{"content":"Open source contribution guidelines were added to the workspace","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":10,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 716543d4-3ba9-4111-ac6f-61f229b00f7e
memory_id: 7660d25c-77e8-4774-8aaa-fc396b87eb87
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:53:15.541Z
reason:
  New fact is already fully covered by existing preference candidates (1 and 3) which contain identical project list updates

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":1,"fact":{"content":"The project list was updated to include ssh tui, dashore incubator, biohazard tracker, and gitea","type":"decision","confidence":0.9},"extractionModel":"qwen3:8b","factCount":10,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 598dc4fe-0897-40fa-9666-8d51f4340b25
memory_id: 7660d25c-77e8-4774-8aaa-fc396b87eb87
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:53:15.541Z
reason:
  Existing candidates already include the correct 'bun deploy' command in multiple contexts, confirming the new fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The website deploy command was corrected to 'bun deploy' instead of 'pnpm'","type":"decision","confidence":0.95},"extractionModel":"qwen3:8b","factCount":10,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5ea17375-3ce7-470a-9dd0-57be1f1e99d3
memory_id: 3132ffaf-8f96-4a2d-bd35-cf00288f1b37
event: created
new_content: The Obsidian vault path was updated to a new location
changed_by: pipeline-v2
created_at: 2026-02-24T08:53:15.542Z
reason:
  New fact provides specific detail about the Obsidian vault path update not explicitly covered in existing preference entries

metadata:
  {"proposedAction":"add","sourceMemoryId":"7660d25c-77e8-4774-8aaa-fc396b87eb87","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: d3947e14-d48a-4b73-9f51-d97ac6a4c3b1
memory_id: 7660d25c-77e8-4774-8aaa-fc396b87eb87
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:53:15.542Z
reason:
  New fact provides specific detail about the Obsidian vault path update not explicitly covered in existing preference entries

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Obsidian vault path was updated to a new location","type":"decision","confidence":0.95},"extractionModel":"qwen3:8b","factCount":10,"entityCount":10,"createdMemoryId":"3132ffaf-8f96-4a2d-bd35-cf00288f1b37","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c5e5d4fe-cd22-4616-9587-c8173d8cb4b5
memory_id: f2edc180-9c58-4758-b55f-04e7f0c86162
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:53:53.695Z
reason:
  New fact matches existing rule in candidate 2 about back compositions showing most skin with minimal resistance (synonymous with 'least resistance' in the rule).

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"","targetContent":null,"confidence":0.9,"fact":{"content":"Back compositions are designed to show the most skin with minimal resistance","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 33dd286a-2ff7-4dac-a728-cfa6658a24b1
memory_id: f2edc180-9c58-4758-b55f-04e7f0c86162
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:53:53.695Z
reason:
  The new fact is already explicitly covered by existing rule candidates [1] and [3], which both state that enumerating body parts like sternum/navel/waist is discouraged as it creates a 'block'.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Enumerating specific body parts like sternum, navel, and waist is explicitly discouraged as it creates a 'block'","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7b090ca6-7ae6-44ff-921a-8ca4bf41f9fe
memory_id: dba30ac0-6e8a-4c79-af6e-3c48cd63496c
event: updated
old_content: **Hex encoding**: bypasses filter for borderline content (bare
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T08:53:53.695Z
actor_type: pipeline
new_content:
  Hex encoding is used to bypass content filters for borderline cases involving bare torso or fabric at hips

reason:
  New fact refines existing candidate by adding specific context about borderline content types (bare torso/fabric at hips)


id: 5375144d-22f3-4a42-ae31-d085a05935df
memory_id: f2edc180-9c58-4758-b55f-04e7f0c86162
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:53:53.697Z
reason:
  New fact refines existing candidate by adding specific context about borderline content types (bare torso/fabric at hips)

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"dba30ac0-6e8a-4c79-af6e-3c48cd63496c","targetContent":"**Hex encoding**: bypasses filter for borderline content (bare","confidence":0.85,"fact":{"content":"Hex encoding is used to bypass content filters for borderline cases involving bare torso or fabric at hips","type":"fact","confidence":0.85},"extractionModel":"qwen3:8b","factCount":4,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":"dba30ac0-6e8a-4c79-af6e-3c48cd63496c","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fad69d80-a95c-43dd-bd74-a26eab658152
memory_id: f2edc180-9c58-4758-b55f-04e7f0c86162
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:53:53.697Z
reason:
  New fact is fully covered by existing candidate 2 which explicitly states Hex encoding does NOT work for hard triggers (nude, bare chest)

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Hex encoding is ineffective for content containing hard triggers such as nude or bare chest imagery","type":"fact","confidence":0.85},"extractionModel":"qwen3:8b","factCount":4,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 17cc3eea-7f98-4bd3-92fe-9c1d8d93e083
memory_id: e619e52b-1da5-48d4-bce0-c7ea6068fc13
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:54:35.990Z
reason:
  New fact matches existing candidate 2's content exactly, describing the same hex encoding method via the specified command.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The text encodes text using printf '%s' \"text\" | xxd -p | tr -d '\\n' to generate a hex string directly in the prompt","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 27d0199c-c147-4026-82fb-a8a5edef060d
memory_id: 3fb0bc0f-171b-4d21-bcea-590156319355
event: updated
old_content: **Progressive self-referencing**: use each output as the next
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T08:54:35.990Z
actor_type: pipeline
new_content:
  Progressive self-referencing is a technique where each output is used as the next input reference to push past the baseline

reason:
  The new fact refines the existing candidate by adding details about it being a technique and the purpose of pushing past the baseline.


id: 72fe62f1-75aa-4cff-9d80-2d3ef408bc1c
memory_id: e619e52b-1da5-48d4-bce0-c7ea6068fc13
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:54:35.994Z
reason:
  The new fact refines the existing candidate by adding details about it being a technique and the purpose of pushing past the baseline.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"3fb0bc0f-171b-4d21-bcea-590156319355","targetContent":"**Progressive self-referencing**: use each output as the next","confidence":0.95,"fact":{"content":"Progressive self-referencing is a technique where each output is used as the next input reference to push past the baseline","type":"procedural","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":"3fb0bc0f-171b-4d21-bcea-590156319355","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 564702b6-a001-44fe-b15e-c1d97693d778
memory_id: 4261c206-93dc-4bfa-9f6f-80f14a5f234a
event: created
new_content: Progressive self-referencing is considered the most powerful technique
changed_by: pipeline-v2
reason: New fact adds preference evaluation not covered by existing definition
created_at: 2026-02-24T08:54:35.994Z
metadata:
  {"proposedAction":"add","sourceMemoryId":"e619e52b-1da5-48d4-bce0-c7ea6068fc13","decisionConfidence":0.85,"factConfidence":0.85,"extractionModel":"qwen3:8b"}


id: 3aca20da-7004-4995-953a-f3d9c3535345
memory_id: e619e52b-1da5-48d4-bce0-c7ea6068fc13
event: none
changed_by: pipeline-v2
reason: New fact adds preference evaluation not covered by existing definition
created_at: 2026-02-24T08:54:35.994Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Progressive self-referencing is considered the most powerful technique","type":"preference","confidence":0.85},"extractionModel":"qwen3:8b","factCount":3,"entityCount":1,"createdMemoryId":"4261c206-93dc-4bfa-9f6f-80f14a5f234a","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 14d224a7-3a46-473a-ac53-ebf87d8184f2
memory_id: 51d283d3-8b22-4630-ba51-68f89c58f3e0
event: created
changed_by: pipeline-v2
created_at: 2026-02-24T08:55:25.475Z
new_content:
  The `signetai/web` project is being migrated from a single 2167-line HTML file served by a Cloudflare Worker to an Astro-based static site with a dedicated docs section and automated CI/CD deployment

reason:
  New fact introduces a decision with high confidence about the migration status, which is not fully covered by existing candidates.

metadata:
  {"proposedAction":"add","sourceMemoryId":"3bbcdaa3-f45e-47f5-98ff-be0ec58c5fe7","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: e1fa2e67-2042-4d8d-a672-067b1ef40b82
memory_id: 3bbcdaa3-f45e-47f5-98ff-be0ec58c5fe7
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:55:25.476Z
reason:
  New fact introduces a decision with high confidence about the migration status, which is not fully covered by existing candidates.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The `signetai/web` project is being migrated from a single 2167-line HTML file served by a Cloudflare Worker to an Astro-based static site with a dedicated docs section and automated CI/CD deployment","type":"decision","confidence":0.9},"extractionModel":"qwen3:8b","factCount":2,"entityCount":3,"createdMemoryId":"51d283d3-8b22-4630-ba51-68f89c58f3e0","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 35f1631e-bd0a-4b93-9604-ae31f20d7b27
memory_id: 3bbcdaa3-f45e-47f5-98ff-be0ec58c5fe7
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:55:25.477Z
reason:
  The new fact is already covered by existing candidate 2, which mentions the proper docs section and automated deployment (CI/CD) in the migration plan.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The migration plan includes creating a proper documentation section and implementing continuous integration/continuous deployment (CI/CD) for the `signetai/web` project","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c4d41906-578a-43f1-addc-a4760bc63778
memory_id: 598aef9c-83bf-4fc2-9f78-f37b916f0fe8
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:55:51.544Z
reason:
  New fact is fully covered by existing candidate 2 which explicitly states the same trigger condition for nearly topless references.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Revealing references (nearly topless) trigger IMAGE_SAFETY on next gen","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e67b7df4-16f0-47b4-ba28-c61a3ed319f5
memory_id: 598aef9c-83bf-4fc2-9f78-f37b916f0fe8
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:55:51.544Z
reason:
  New fact is already explicitly covered by existing rule [1] and fact [2] regarding push-06b level refs as the sweet spot for avoiding IMAGE_SAFETY

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The optimal reference level for avoiding IMAGE_SAFETY is push-06b level refs (chest-level silk drape)","type":"preference","confidence":0.95},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fb557d1f-2871-4234-8d51-63f474a1eaa3
memory_id: 749325cb-42fa-4cf9-ba41-8232dcd6495a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:56:50.584Z
reason:
  New fact is identical to existing candidate 3, which already covers the same content about preserving the landing page design using plain Astro with Content Collections.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"749325cb-42fa-4cf9-ba41-8232dcd6495a","targetContent":"The migration preserves the custom landing page design (canvas animations, parallax scrolling, CRT noise, 9 bespoke sections) by avoiding Starlight and using plain Astro with Content Collections for full styling control.","confidence":0.95,"fact":{"content":"The migration preserves the custom landing page design (canvas animations, parallax scrolling, CRT noise, 9 bespoke sections) by avoiding Starlight and using plain Astro with Content Collections for full styling control","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":2,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 430d68c0-39aa-427b-abb1-aeef5ff1d33a
memory_id: 7dff7f57-ae5c-4305-8659-68f7b854ad01
event: created
changed_by: pipeline-v2
created_at: 2026-02-24T08:56:50.584Z
new_content:
  The migration avoids Starlight and uses plain Astro with Content Collections for full styling control

reason:
  New fact provides a concise rationale for the migration strategy, which is not fully captured by existing candidates.

metadata:
  {"proposedAction":"add","sourceMemoryId":"749325cb-42fa-4cf9-ba41-8232dcd6495a","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: d70021e2-d514-47f6-b103-f0a4465a9a32
memory_id: 749325cb-42fa-4cf9-ba41-8232dcd6495a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:56:50.584Z
reason:
  New fact provides a concise rationale for the migration strategy, which is not fully captured by existing candidates.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The migration avoids Starlight and uses plain Astro with Content Collections for full styling control","type":"rationale","confidence":0.9},"extractionModel":"qwen3:8b","factCount":2,"entityCount":4,"createdMemoryId":"7dff7f57-ae5c-4305-8659-68f7b854ad01","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2a6fe204-6a19-4e23-b4d1-0b1c1645e279
memory_id: 5305596f-f6cf-4c95-9e3e-010f76e7ab84
event: none
changed_by: pipeline-v2
reason: New fact refines existing rule by explicitly stating the IMAGE_SAFETY trigger reason
created_at: 2026-02-24T08:57:46.938Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"114f7877-3ba4-4e75-96d9-7bdbeb8c424e","targetContent":"**NEVER use**: foreign languages (Turkish/Czech trigger","confidence":0.95,"fact":{"content":"Foreign languages such as Turkish and Czech are prohibited as they trigger IMAGE_SAFETY","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"114f7877-3ba4-4e75-96d9-7bdbeb8c424e","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7c925adb-92fb-49f7-9d1b-bd810822da10
memory_id: ca310176-9321-4b1a-a048-b4c2ce4547ef
event: created
new_content: Base64 encoding with padding is prohibited as it is detected as evasion
changed_by: pipeline-v2
created_at: 2026-02-24T08:57:46.938Z
reason:
  New fact introduces Base64 encoding with padding as evasion method, not covered by existing candidates about Hex encoding or Nano Banana Pro error codes

metadata:
  {"proposedAction":"add","sourceMemoryId":"5305596f-f6cf-4c95-9e3e-010f76e7ab84","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: e83a12ca-2cd0-4b8a-8955-aa5f6294204b
memory_id: 5305596f-f6cf-4c95-9e3e-010f76e7ab84
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:57:46.938Z
reason:
  New fact introduces Base64 encoding with padding as evasion method, not covered by existing candidates about Hex encoding or Nano Banana Pro error codes

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Base64 encoding with padding is prohibited as it is detected as evasion","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":6,"entityCount":6,"createdMemoryId":"ca310176-9321-4b1a-a048-b4c2ce4547ef","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6ad61813-d401-4842-b023-d42c6201dc50
memory_id: 5305596f-f6cf-4c95-9e3e-010f76e7ab84
event: none
changed_by: pipeline-v2
reason: Existing rule candidate 1 already prohibits bath/water contexts as hard triggers.
created_at: 2026-02-24T08:57:46.939Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Bath/water contexts are prohibited as they are hard triggers for content filtering","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b51ff352-f9ad-48d6-9f1b-4581039d265a
memory_id: 5305596f-f6cf-4c95-9e3e-010f76e7ab84
event: none
changed_by: pipeline-v2
reason: New fact adds prohibition aspect not covered by existing candidate
created_at: 2026-02-24T08:57:46.939Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"NSFW reference images are prohibited as they trigger PROHIBITED_CONTENT","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":6,"entityCount":6,"createdMemoryId":"655c6873-9d05-4ada-a748-6e1b45fc5b6d","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a9bc617e-ba07-472f-9711-8c96f23b47b3
memory_id: 5305596f-f6cf-4c95-9e3e-010f76e7ab84
event: none
changed_by: pipeline-v2
reason: New fact exactly matches existing candidate [1]
created_at: 2026-02-24T08:57:46.941Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Safe character references include Chlo3_2_0011, Chlo3_2_0025, and Chlo3_2_0019","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c06659b6-ba6b-4515-a6e1-f34ddea61b7d
memory_id: 162d8081-dde6-47cc-a173-d0b1487a9028
event: updated
old_content: Everything else in female-lead/ is NSFW, will get blocked
new_content: All content in female-lead/ directories is prohibited as it is NSFW and will be blocked
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T08:57:46.941Z
actor_type: pipeline
reason:
  New fact supersedes existing candidate with a more comprehensive statement about prohibiting all content in female-lead/ directories


id: 6a10d58a-7708-4d7a-b1e3-0149b7aa0f67
memory_id: 5305596f-f6cf-4c95-9e3e-010f76e7ab84
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:57:46.943Z
reason:
  New fact supersedes existing candidate with a more comprehensive statement about prohibiting all content in female-lead/ directories

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"162d8081-dde6-47cc-a173-d0b1487a9028","targetContent":"Everything else in female-lead/ is NSFW, will get blocked","confidence":0.95,"fact":{"content":"All content in female-lead/ directories is prohibited as it is NSFW and will be blocked","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"162d8081-dde6-47cc-a173-d0b1487a9028","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cf327266-0bbb-454f-974a-248f4fc6c14a
memory_id: bb532e60-f868-41ab-86bf-73b3d6ce631a
event: created
new_content: Phase 1 of the project involves scaffolding the Astro project with configuration setup
changed_by: pipeline-v2
created_at: 2026-02-24T08:58:42.136Z
reason:
  New fact provides a concise summary of Phase 1 scaffolding with configuration setup, which is not fully captured by existing candidates. Candidate 3 mentions similar details but adds package.json updates and file removals not stated in the new fact.

metadata:
  {"proposedAction":"add","sourceMemoryId":"4e4a686f-508b-4402-b6f2-f0353e3ae16b","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: ae8d5eca-fa7a-4923-a801-085b98de6e0d
memory_id: 4e4a686f-508b-4402-b6f2-f0353e3ae16b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:58:42.136Z
reason:
  New fact provides a concise summary of Phase 1 scaffolding with configuration setup, which is not fully captured by existing candidates. Candidate 3 mentions similar details but adds package.json updates and file removals not stated in the new fact.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":"","targetContent":null,"confidence":0.95,"fact":{"content":"Phase 1 of the project involves scaffolding the Astro project with configuration setup","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":"bb532e60-f868-41ab-86bf-73b3d6ce631a","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 34addb12-d197-41fc-a370-9193bf34b8a6
memory_id: 4e4a686f-508b-4402-b6f2-f0353e3ae16b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:58:42.137Z
reason:
  New fact is a general statement about Phase 1 including package.json updates, which is already covered by candidate 3's specific mention of Phase 1 involving package.json updates.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"4e4a686f-508b-4402-b6f2-f0353e3ae16b","targetContent":"Phase 1 involves scaffolding the Astro project with config, package.json updates, and removal of Worker-related files.","confidence":0.95,"fact":{"content":"Phase 1 includes updating the package.json file for the Astro project","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6cef7002-4325-4bf1-9160-49556ac6d5b0
memory_id: 4e4a686f-508b-4402-b6f2-f0353e3ae16b
event: none
changed_by: pipeline-v2
reason: Existing candidate 4 already covers the removal of Worker-related files in Phase 1.
created_at: 2026-02-24T08:58:42.137Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 1 requires removing files related to Worker functionality from the Astro project","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 39e51855-b7b7-4dc6-a036-197c4236fa8a
memory_id: a8cb0f1b-0a6e-4962-80ad-74efbc36f21a
event: none
changed_by: pipeline-v2
reason: New fact is fully covered by existing candidate 1, which provides additional context and details.
created_at: 2026-02-24T08:59:18.052Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Veo 3.1 uses raiMediaFilteredReasons for input and output moderation","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d16533b5-720b-4bd2-adbf-9c8decd85dfb
memory_id: a8cb0f1b-0a6e-4962-80ad-74efbc36f21a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:59:18.052Z
reason:
  New fact is already fully covered by existing candidate [2], which contains identical moderation trigger criteria and additional context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Moderation in Veo 3.1 is triggered by a combination of suggestive prompt text and revealing frame content","type":"fact","confidence":0.85},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 93995108-5ea4-4777-bdf5-07fa8d63c8ef
memory_id: a8cb0f1b-0a6e-4962-80ad-74efbc36f21a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:59:18.052Z
reason:
  The new fact is already fully covered by existing candidate 1, which contains the same workaround recommendation with additional context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.8,"fact":{"content":"The recommended workaround for Veo 3.1 moderation is to strip prompts to pure camera mechanics","type":"decision","confidence":0.8},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2bb4c931-169d-4d31-8e97-4eeb9d282268
memory_id: a8cb0f1b-0a6e-4962-80ad-74efbc36f21a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T08:59:18.052Z
reason:
  New fact is already covered by existing candidates explaining the 'Camera tilts in a candlelit room' example as a valid pure camera mechanics case

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.8,"fact":{"content":"The example 'Camera tilts in a candlelit room' demonstrates pure camera mechanics without suggestive prompts","type":"semantic","confidence":0.8},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1703c53a-8d30-48db-b3a6-ca445ca7af4d
memory_id: e2939edd-db27-4d84-a3f8-1940fcefef24
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:00:00.124Z
reason:
  New fact is fully covered by existing candidate 3, which provides additional context about CSS/JS splitting.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"3","targetContent":null,"confidence":0.95,"fact":{"content":"Phase 2 extracts the landing page into ~14 modular Astro components for structured development","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a88d06bf-8ebe-4d19-9dbf-e7d8f29a8f45
memory_id: e2939edd-db27-4d84-a3f8-1940fcefef24
event: updated
new_content: Phase 2 splits CSS into global and landing-specific files to separate styling concerns
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:00:00.124Z
actor_type: pipeline
old_content:
  Phase 2 extracts the landing page into ~14 modular Astro components, splitting CSS into global and landing-specific files, and breaking out JS into separate modules for canvas animations, interactions, and theme handling.

reason:
  The new fact refines the existing fact by explicitly stating the purpose of splitting CSS (separating styling concerns), which enhances clarity without contradicting prior information.


id: aa4b08d7-960e-474b-a5ac-5235dc71e8ff
memory_id: e2939edd-db27-4d84-a3f8-1940fcefef24
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:00:00.125Z
reason:
  The new fact refines the existing fact by explicitly stating the purpose of splitting CSS (separating styling concerns), which enhances clarity without contradicting prior information.

metadata:
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id: dd255078-1c12-4735-a10f-a3df5a4e6fc1
memory_id: e2939edd-db27-4d84-a3f8-1940fcefef24
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:00:00.125Z
reason:
  New fact is fully covered by existing candidate [1], which includes the same JS module breakdown with additional context on CSS and landing page components.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 2 breaks JS into separate modules for canvas animations, user interactions, and theme handling functionality","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4ea3f66c-763e-45e5-8c2c-538d811df2f4
memory_id: system
event: none
changed_by: maintenance-worker
reason: autonomous maintenance
created_at: 2026-02-24T09:00:32.969Z
actor_type: daemon
metadata:
  {"repairAction":"releaseStaleLeases","affected":0,"message":"released 0 stale lease(s) back to pending"}


id: 17864ce5-d117-47ca-96ec-44738df791dd
memory_id: f093ea14-50af-410f-a617-a3f7a68c27a2
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:00:38.672Z
reason:
  Existing candidates already cover the preference for anamorphic lens over explicit scenarios in content creation

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.8,"fact":{"content":"The anamorphic lens is preferred over the 'Woman removes dress in candlelit room' scenario for content creation","type":"decision","confidence":0.8},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1f9d6f0a-cc28-4297-92db-581e06efc719
memory_id: f093ea14-50af-410f-a617-a3f7a68c27a2
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:00:38.672Z
reason:
  Existing candidate 397cc5bf-9426-4548-b239-a9c5c3e66abb exactly matches the new fact's content about celebrity filter functionality

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The celebrity filter uses face recognition technology to block known likenesses in content","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 35d490e8-54be-4a03-8053-fc2384b98120
memory_id: e8047e72-b9f7-4616-a321-be6fbce5152b
event: created
changed_by: pipeline-v2
created_at: 2026-02-24T09:00:38.672Z
new_content:
  Content moderation for interpolation gaps does not individually review frames between the first and last frames

reason:
  New fact introduces content moderation behavior for interpolation gaps not covered by existing candidates

metadata:
  {"proposedAction":"add","sourceMemoryId":"f093ea14-50af-410f-a617-a3f7a68c27a2","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: 3a3166d3-a843-49f0-bbcc-4a2607bea1de
memory_id: f093ea14-50af-410f-a617-a3f7a68c27a2
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:00:38.672Z
reason:
  New fact introduces content moderation behavior for interpolation gaps not covered by existing candidates

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Content moderation for interpolation gaps does not individually review frames between the first and last frames","type":"semantic","confidence":0.9},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":"e8047e72-b9f7-4616-a321-be6fbce5152b","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0034684e-09f5-48f7-9b54-f25f10d11fc5
memory_id: 188a546a-fbae-4984-aa84-aca420a13678
event: none
changed_by: pipeline-v2
reason: Existing candidate 1 has identical content with minor phrasing differences.
created_at: 2026-02-24T09:01:39.924Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 3 adds the docs section by adding frontmatter to the existing 21 markdown files in `docs/` and 5 root docs (VISION.md, README.md, CONTRIBUTING.md, ROADMAP.md, AGENTS.md)","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a0eccf0b-ebda-4af3-b8f6-9b6e1a6be94b
memory_id: 188a546a-fbae-4984-aa84-aca420a13678
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:01:39.924Z
reason:
  New fact is a subset of candidate 3's content which already covers adding frontmatter to 21 markdown files in docs/

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 3 adds frontmatter to the existing 21 markdown files in `docs/`","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7d9e8cf1-a4ba-4679-aa8a-57c986fdc2af
memory_id: 188a546a-fbae-4984-aa84-aca420a13678
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:01:39.924Z
reason:
  New fact is fully covered by existing candidate 2, which explicitly mentions the same 5 root documentation files added in Phase 3.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 3 adds 5 root documentation files: VISION.md, README.md, CONTRIBUTING.md, ROADMAP.md, AGENTS.md","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d6f774f0-7c0a-4edb-ba7d-c1a921fdc0a4
memory_id: 0e149826-f105-481d-85f2-ff1987eaf7d5
event: none
changed_by: pipeline-v2
reason: Existing candidate [3] matches the new fact exactly.
created_at: 2026-02-24T09:02:11.479Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Content Collections glob loader and dynamic route handler (`[...slug].astro`) render documentation with sidebar navigation grouped into 5 sections (Getting Started, Core Concepts, Reference, Infrastructure, Project)","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":2,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a3f7ab1f-ee01-4859-8e17-ef3b9768b1a2
memory_id: 0aa039d7-485a-49c7-96a6-17b9f44b72d2
event: created
changed_by: pipeline-v2
created_at: 2026-02-24T09:02:11.480Z
new_content:
  Documentation is organized into 5 sections: Getting Started, Core Concepts, Reference, Infrastructure, and Project

reason:
  New fact introduces a comprehensive documentation structure not covered by existing candidates about section content or landing pages

metadata:
  {"proposedAction":"add","sourceMemoryId":"0e149826-f105-481d-85f2-ff1987eaf7d5","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: 69a579d1-969a-4482-ad8a-6dc4c7125893
memory_id: 0e149826-f105-481d-85f2-ff1987eaf7d5
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:02:11.480Z
reason:
  New fact introduces a comprehensive documentation structure not covered by existing candidates about section content or landing pages

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Documentation is organized into 5 sections: Getting Started, Core Concepts, Reference, Infrastructure, and Project","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":2,"entityCount":1,"createdMemoryId":"0aa039d7-485a-49c7-96a6-17b9f44b72d2","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1b52de90-456f-48e0-a037-fc94f8d488fe
memory_id: 6ec0953e-fef9-4820-adda-ba96a5b3036a
event: none
changed_by: pipeline-v2
reason: Existing candidate 424cdf53-e705-4bd6-9004-19e91c0fc6dd exactly matches the new fact's content
created_at: 2026-02-24T09:03:13.638Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Veo predictLongRunning endpoint uses bytesBase64Encoded format for data transmission","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3d43277c-197d-47a6-9a60-9a8856d62c39
memory_id: 40fd0cb5-4144-4426-98e6-2104185fcf2f
event: created
changed_by: pipeline-v2
reason: New fact provides specific endpoint context not covered by existing candidate
created_at: 2026-02-24T09:03:13.639Z
new_content:
  The lastFrame parameter must be placed inside instances[0] array for the Veo predictLongRunning endpoint

metadata:
  {"proposedAction":"add","sourceMemoryId":"6ec0953e-fef9-4820-adda-ba96a5b3036a","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: c67e6373-3e04-4ce0-8d7a-8c2242594a89
memory_id: 6ec0953e-fef9-4820-adda-ba96a5b3036a
event: none
changed_by: pipeline-v2
reason: New fact provides specific endpoint context not covered by existing candidate
created_at: 2026-02-24T09:03:13.639Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The lastFrame parameter must be placed inside instances[0] array for the Veo predictLongRunning endpoint","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":7,"entityCount":7,"createdMemoryId":"40fd0cb5-4144-4426-98e6-2104185fcf2f","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7c3f37fb-a86e-49c8-b744-610062e82835
memory_id: 6ec0953e-fef9-4820-adda-ba96a5b3036a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:03:13.641Z
reason:
  Existing candidate 1 and 2 already contain the same critical information about durationSeconds requiring a numeric value for the Veo predictLongRunning endpoint

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The durationSeconds field requires a numeric value, not a string, for the Veo predictLongRunning endpoint","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 19b61d8a-f7f8-462d-8722-c605d42a7a53
memory_id: 6ec0953e-fef9-4820-adda-ba96a5b3036a
event: none
changed_by: pipeline-v2
reason: New fact exactly matches existing candidate 4d4fd064-0e9f-4a0a-9da9-4426a46fbd4a
created_at: 2026-02-24T09:03:13.641Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The file API upload URL for Gemini is generativelanguage.googleapis.com/upload/v1beta/files","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3085ae1d-9fa0-4d1c-9db9-28ee8778b9a9
memory_id: 6ec0953e-fef9-4820-adda-ba96a5b3036a
event: none
changed_by: pipeline-v2
reason: New fact exactly matches existing candidate ID 70f4c382-beab-408d-8b8d-61c6e66f3439
created_at: 2026-02-24T09:03:13.641Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Nano Banana Pro model is identified by the name gemini-3-pro-image-preview","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 58d0ac85-673d-49a6-811c-d1b6f7aacf8e
memory_id: 6ec0953e-fef9-4820-adda-ba96a5b3036a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:03:13.641Z
reason:
  Existing candidate (ID: 3e06c419-475a-4065-ab53-af0d9fde8614) contains identical content to the new fact

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Nano Banana (flash) model is identified by the name gemini-2.5-flash-image","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4f4e6529-0af6-4186-81be-201d4f4d3660
memory_id: 6ec0953e-fef9-4820-adda-ba96a5b3036a
event: none
changed_by: pipeline-v2
reason: New fact refines existing candidate by specifying the Gemini API context.
created_at: 2026-02-24T09:03:13.643Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"8d1367b8-bca6-4ff7-a8af-ef99f2bbacc1","targetContent":"Image generation needs `generationConfig.responseModalities: [\"TEXT\",\"IMAGE\"]`","confidence":0.95,"fact":{"content":"Image generation requests require responseModalities set to ['TEXT', 'IMAGE'] for the Gemini API","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":7,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"8d1367b8-bca6-4ff7-a8af-ef99f2bbacc1","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6e481d4f-5d1d-4212-84c5-5616c8f1348d
memory_id: 0863f147-fd4d-4199-9592-6e25623b4345
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:04:42.513Z
reason:
  The new fact is already covered by existing candidates [2] and [4], which describe the concurrent execution of `deploy-web` with npm release processes.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `deploy-web` job executes Cloudflare deployment tasks concurrently with the npm release process","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7e4673f0-01d2-4f87-8789-97bc69818886
memory_id: 0863f147-fd4d-4199-9592-6e25623b4345
event: none
changed_by: pipeline-v2
reason: Existing candidate 2 already states that 3 Sonnet agents handle parallelized work in Phase 4.
created_at: 2026-02-24T09:04:42.513Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Three Sonnet agents are allocated to handle parallelized work during Phase 4 execution","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c9e86a28-469e-4d8b-8a15-ea1a83f36c3e
memory_id: 0863f147-fd4d-4199-9592-6e25623b4345
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:04:42.513Z
actor_type: pipeline
old_content:
  Phase 4 adds GitHub Actions CI/CD with a `deploy-web` job that builds and deploys to Cloudflare in parallel with npm release. The plan delegates work to 3 Sonnet agents working in parallel, with final integration and browser testing by Opus.

new_content:
  Final integration testing and browser compatibility verification are performed by Opus after parallel tasks complete

reason:
  New fact refines existing candidate by specifying the timing (after parallel tasks complete) for Opus's final testing and browser verification


id: 696adba4-5c73-4ed5-bd17-1092e173af42
memory_id: 0863f147-fd4d-4199-9592-6e25623b4345
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:04:42.514Z
reason:
  New fact refines existing candidate by specifying the timing (after parallel tasks complete) for Opus's final testing and browser verification

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"0863f147-fd4d-4199-9592-6e25623b4345","targetContent":"Phase 4 adds GitHub Actions CI/CD with a `deploy-web` job that builds and deploys to Cloudflare in parallel with npm release. The plan delegates work to 3 Sonnet agents working in parallel, with final integration and browser testing by Opus.","confidence":0.9,"fact":{"content":"Final integration testing and browser compatibility verification are performed by Opus after parallel tasks complete","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"0863f147-fd4d-4199-9592-6e25623b4345","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 41d0d6d4-8544-4241-a7bb-955c7703a5d0
memory_id: fd5a5f53-cd7a-4859-98f8-53e764b9388d
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:05:46.538Z
reason:
  New fact is already covered by existing memory candidate [2] which details the MCP tool architecture replacement

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"","targetContent":null,"confidence":0.95,"fact":{"content":"The Compass project replaced direct ToolDef[] with MCP-based tool routing to improve tool aggregation and routing capabilities","type":"decision","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fa09eea8-680c-4379-8ddf-e31db3d5ffe9
memory_id: 1019f421-2413-4518-b498-a152e12c6547
event: deleted
old_content: `compass-server.ts` — wraps all 28 tools as MCP server
changed_by: pipeline-v2
metadata: {"force":false,"ifVersion":null}
created_at: 2026-02-24T09:05:46.538Z
actor_type: pipeline
reason:
  New fact contradicts existing candidate by stating Compass-server.ts uses low-level API instead of McpServer, invalidating the existing fact about wrapping tools as MCP server.


id: dafa6deb-f98a-4168-9926-ed287be33848
memory_id: fd5a5f53-cd7a-4859-98f8-53e764b9388d
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:05:46.538Z
reason:
  New fact contradicts existing candidate by stating Compass-server.ts uses low-level API instead of McpServer, invalidating the existing fact about wrapping tools as MCP server.

metadata:
  {"shadow":false,"proposedAction":"delete","targetMemoryId":"1019f421-2413-4518-b498-a152e12c6547","targetContent":"`compass-server.ts` — wraps all 28 tools as MCP server","confidence":0.9,"fact":{"content":"Compass-server.ts implements MCP server functionality using the low-level Server API instead of McpServer because tools rely on JSON schemas rather than Zod schemas for validation","type":"rationale","confidence":0.9},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":"1019f421-2413-4518-b498-a152e12c6547","dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5430e11a-8dc4-4882-b58c-dbec0747065e
memory_id: fd5a5f53-cd7a-4859-98f8-53e764b9388d
event: none
changed_by: pipeline-v2
reason: New fact refines existing fact by adding details about aggregating tools and routing calls
created_at: 2026-02-24T09:05:46.540Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"5a0fbddb-34a1-4f43-82eb-d70cc83b70d6","targetContent":"`client-manager.ts` — connects multiple MCP servers,","confidence":0.95,"fact":{"content":"Client-manager.ts connects multiple MCP servers, aggregates tools, and routes incoming calls to appropriate tool implementations","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"5a0fbddb-34a1-4f43-82eb-d70cc83b70d6","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 593612c7-4a7a-4d1c-bc0e-1b83f95d00fd
memory_id: 52cb4449-0c25-4667-a20e-72dc5e35aa61
event: none
changed_by: pipeline-v2
reason: Exact match with existing candidate 2
created_at: 2026-02-24T09:06:12.403Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":1,"fact":{"content":"The session captured the plan structure but no implementation work was performed yet","type":"fact","confidence":1},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9a63c871-0a98-4b72-8eda-3ec8f882935c
memory_id: 52cb4449-0c25-4667-a20e-72dc5e35aa61
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:06:12.404Z
reason:
  The new fact is redundantly covered by multiple existing candidates (1, 2, 4, 5) which all explicitly state no implementation work was performed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":1,"fact":{"content":"The session has not performed any implementation work","type":"fact","confidence":1},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0f1df315-6f96-44f5-9bcc-14bcb6eda53f
memory_id: 3b7873ed-ab3c-4ad6-a887-0fef9565e13b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:07:53.655Z
reason:
  Existing candidates [3] and [4] already contain the same semantic information about compass tools being unprefixed and external tools being prefixed with `servername__toolname`.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The compass tools are unprefixed, while external tools are prefixed with `servername__toolname`","type":"semantic","confidence":0.95},"extractionModel":"qwen3:8b","factCount":6,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6a2c120f-0136-4dee-ba77-ec187ed66585
memory_id: 3b7873ed-ab3c-4ad6-a887-0fef9565e13b
event: none
changed_by: pipeline-v2
reason: New fact exactly matches existing candidate [1]
created_at: 2026-02-24T09:07:53.655Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `types.ts` file defines the `McpServerConfig` type and `McpClientManager` interface","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":6,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 68f50e22-3493-49a7-ac4b-0fd9d62b9e22
memory_id: c9751467-4fee-4166-9a45-f2d4501471d0
event: created
new_content: The `index.ts` file serves as a barrel exports file for module exports
changed_by: pipeline-v2
created_at: 2026-02-24T09:07:53.655Z
reason:
  New fact provides additional context about the purpose of index.ts as a barrel exports file, refining the existing candidate's content.

metadata:
  {"proposedAction":"add","sourceMemoryId":"3b7873ed-ab3c-4ad6-a887-0fef9565e13b","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: fab1c9e1-a065-4a4f-b449-335ed5e67ab3
memory_id: 3b7873ed-ab3c-4ad6-a887-0fef9565e13b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:07:53.656Z
reason:
  New fact provides additional context about the purpose of index.ts as a barrel exports file, refining the existing candidate's content.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":"01047133-9663-4ba3-837a-1f137c4327c0","targetContent":"`index.ts` — barrel exports","confidence":0.95,"fact":{"content":"The `index.ts` file serves as a barrel exports file for module exports","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":6,"entityCount":9,"createdMemoryId":"c9751467-4fee-4166-9a45-f2d4501471d0","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cbd8b96d-55d3-41b4-90da-a961ccbbfb05
memory_id: 16b13fdc-a437-474a-b658-716004c402a5
event: updated
old_content: **loop.ts** — accepts optional `mcpClientManager` alongside
new_content: The `loop.ts` file accepts an optional `mcpClientManager` parameter alongside `tools?`
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:07:53.656Z
actor_type: pipeline
reason:
  New fact refines existing candidate by specifying the `tools?` parameter alongside `mcpClientManager`


id: 4521555d-c566-483c-b6e0-ac619a869601
memory_id: 3b7873ed-ab3c-4ad6-a887-0fef9565e13b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:07:53.658Z
reason:
  New fact refines existing candidate by specifying the `tools?` parameter alongside `mcpClientManager`

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"16b13fdc-a437-474a-b658-716004c402a5","targetContent":"**loop.ts** — accepts optional `mcpClientManager` alongside","confidence":0.95,"fact":{"content":"The `loop.ts` file accepts an optional `mcpClientManager` parameter alongside `tools?`","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":6,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":"16b13fdc-a437-474a-b658-716004c402a5","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d59d8368-41da-45f4-b4e8-a91c44521b4c
memory_id: 3b7873ed-ab3c-4ad6-a887-0fef9565e13b
event: none
changed_by: pipeline-v2
reason: New fact refines existing candidate 2's content about direct tools priority in loop.ts
created_at: 2026-02-24T09:07:53.659Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"3b7873ed-ab3c-4ad6-a887-0fef9565e13b","targetContent":"compass tools unprefixed, external tools prefixed `servername__toolname` - `types.ts` — McpServerConfig, McpClientManager interface - `index.ts` — barrel exports - **loop.ts** — accepts optional `mcpClientManager` alongside `tools?`. direct tools take priority, MCP used as fallback.","confidence":0.9,"fact":{"content":"Direct tools take priority over MCP fallback in the `loop.ts` implementation","type":"decision","confidence":0.9},"extractionModel":"qwen3:8b","factCount":6,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":"3b7873ed-ab3c-4ad6-a887-0fef9565e13b","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a24469d5-0ad5-4606-aed6-aca75d24de81
memory_id: 3b7873ed-ab3c-4ad6-a887-0fef9565e13b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:07:53.659Z
reason:
  New fact is redundant as candidate 1 already covers the MCP fallback mechanism in loop.ts with direct tools priority.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The MCP is used as a fallback mechanism when direct tools are unavailable in the `loop.ts` implementation","type":"rationale","confidence":0.9},"extractionModel":"qwen3:8b","factCount":6,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1acba5d2-4fd0-4fa3-8249-b617de3afb3b
memory_id: add86aaa-a350-4342-af8e-d7ae2dec4d74
event: created
new_content: A one-line fix was implemented to resolve vector search failures in the Signet core library
changed_by: pipeline-v2
created_at: 2026-02-24T09:08:24.500Z
reason:
  New fact provides confirmation of the fix implementation, not directly covered by existing candidates which focus on consequences or code details.

metadata:
  {"proposedAction":"add","sourceMemoryId":"f400f579-b60a-4533-8f69-99776cac7acb","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: 4f21c837-b569-44e9-9d7f-8b6dbd32e441
memory_id: f400f579-b60a-4533-8f69-99776cac7acb
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:08:24.500Z
reason:
  New fact provides confirmation of the fix implementation, not directly covered by existing candidates which focus on consequences or code details.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A one-line fix was implemented to resolve vector search failures in the Signet core library","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":1,"entityCount":1,"createdMemoryId":"add86aaa-a350-4342-af8e-d7ae2dec4d74","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4358b577-d570-42e1-9c81-ca8750c8dc9f
memory_id: 32acf5e9-d6c7-489a-b8f3-a323f28fc41d
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:09:05.684Z
reason:
  The new fact is already covered by existing candidates (2 and 3) which explicitly state backwards compatibility details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":1,"fact":{"content":"The system is fully backwards compatible with previous versions.","type":"fact","confidence":1},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6653c2f7-e2a1-4fd4-9e66-31d328cc71cc
memory_id: 32acf5e9-d6c7-489a-b8f3-a323f28fc41d
event: none
changed_by: pipeline-v2
reason: New fact refines existing candidate by adding 'MCP server configurations' detail
created_at: 2026-02-24T09:09:05.685Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"81674c3f-f849-4f34-a13a-7f0b677d0b46","targetContent":"**DB** — `mcpServers` table in `schema-mcp.ts` for external","confidence":1,"fact":{"content":"The DB contains the `mcpServers` table in `schema-mcp.ts` for external MCP server configurations.","type":"fact","confidence":1},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":"81674c3f-f849-4f34-a13a-7f0b677d0b46","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 55a7ec9d-9774-4404-98e7-162406f4acb8
memory_id: fa37a3ea-10b3-4fb5-8ce3-8f455edd05dc
event: created
changed_by: pipeline-v2
created_at: 2026-02-24T09:09:39.475Z
new_content:
  The `vectorSearch()` function in `packages/core/src/search.ts` line 102 wraps query vectors in `Buffer.from(queryVector.buffer)` before passing them to the vec0 MATCH operator

reason:
  The new fact provides a specific technical detail about the vectorSearch() function's implementation, which is not redundantly covered by existing candidates (issues or facts). No conflicting or superseding memory exists.

metadata:
  {"proposedAction":"add","sourceMemoryId":"fa5791ce-79de-4fa9-9c8e-d7d2bf0d5216","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: f4be6edb-3828-47c1-a609-4a11c267ee06
memory_id: fa5791ce-79de-4fa9-9c8e-d7d2bf0d5216
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:09:39.475Z
reason:
  The new fact provides a specific technical detail about the vectorSearch() function's implementation, which is not redundantly covered by existing candidates (issues or facts). No conflicting or superseding memory exists.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":"","targetContent":null,"confidence":0.95,"fact":{"content":"The `vectorSearch()` function in `packages/core/src/search.ts` line 102 wraps query vectors in `Buffer.from(queryVector.buffer)` before passing them to the vec0 MATCH operator","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":2,"entityCount":3,"createdMemoryId":"fa37a3ea-10b3-4fb5-8ce3-8f455edd05dc","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a9fd1a6a-7d53-49b2-bee2-04b3cc166ea2
memory_id: c11f09ad-631c-4643-a0f6-2f3700d0cbdc
event: created
new_content: The vec0 MATCH operator is being used by the `vectorSearch()` function to process query vectors
changed_by: pipeline-v2
created_at: 2026-02-24T09:09:39.477Z
reason:
  New fact provides direct confirmation of vec0 MATCH usage by vectorSearch(), which is not explicitly stated in existing candidates.

metadata:
  {"proposedAction":"add","sourceMemoryId":"fa5791ce-79de-4fa9-9c8e-d7d2bf0d5216","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: e2552ddc-0ff3-4cfb-9f66-2b83772bb3e7
memory_id: fa5791ce-79de-4fa9-9c8e-d7d2bf0d5216
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:09:39.477Z
reason:
  New fact provides direct confirmation of vec0 MATCH usage by vectorSearch(), which is not explicitly stated in existing candidates.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The vec0 MATCH operator is being used by the `vectorSearch()` function to process query vectors","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":2,"entityCount":3,"createdMemoryId":"c11f09ad-631c-4643-a0f6-2f3700d0cbdc","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 85a67b82-d291-4fad-9296-19ba517fff77
memory_id: 66a7cad8-18fa-4504-9c2c-3e00c4df58c2
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:10:35.308Z
reason:
  New fact is fully covered by existing candidate 1 and 3 which already describe the integration of CRUD operations in mcp-servers.ts with the specified files.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"","targetContent":null,"confidence":0.95,"fact":{"content":"The CRUD operations in `src/app/actions/mcp-servers.ts` integrate with both `api/agent/route.ts` (Workers) and `agent-server/stream.ts` (Bun) to create compass server + client manager components","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4e0916ca-e0f7-4cd3-b064-59256c0d44f2
memory_id: 66a7cad8-18fa-4504-9c2c-3e00c4df58c2
event: none
changed_by: pipeline-v2
reason: New fact is a subset of existing rule content covering same files and mcpClientManager passing
created_at: 2026-02-24T09:10:35.308Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"66a7cad8-18fa-4504-9c2c-3e00c4df58c2","targetContent":"CRUD in `src/app/actions/mcp-servers.ts` - **integration** — both `api/agent/route.ts` (Workers) and `agent-server/stream.ts` (Bun) create compass server + client manager, load external servers, pass mcpClientManager - **system-prompt.ts** — lists external MCP tools when present transport support: - in-memory: compass server (works everywhere) - stdio: external servers (desktop/Bun only, skipped on Workers) - streamable HTTP: external servers (works everywhere) gotcha: `@modelcontextprotocol/sdk` must be installed at root AND in agent-core.","confidence":0.95,"fact":{"content":"The `api/agent/route.ts` and `agent-server/stream.ts` files load external servers and pass the mcpClientManager to them","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f990d71b-7e4d-48ce-846d-32f159c7b39b
memory_id: 86b6224e-c81a-4a32-99d5-0ba7652f8f19
event: updated
old_content: **system-prompt.ts** — lists external MCP tools when present
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:10:35.308Z
actor_type: pipeline
new_content:
  The `system-prompt.ts` file lists external MCP tools with transport support: in-memory (compass server), stdio (external servers, desktop/Bun only), and streamable HTTP (external servers, works everywhere)

reason:
  New fact refines existing candidate by adding specific transport details for MCP tools listed in system-prompt.ts


id: 850f9a0c-5bfd-4a56-a7df-9efcf3874fa7
memory_id: 66a7cad8-18fa-4504-9c2c-3e00c4df58c2
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:10:35.311Z
reason:
  New fact refines existing candidate by adding specific transport details for MCP tools listed in system-prompt.ts

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"86b6224e-c81a-4a32-99d5-0ba7652f8f19","targetContent":"**system-prompt.ts** — lists external MCP tools when present","confidence":0.95,"fact":{"content":"The `system-prompt.ts` file lists external MCP tools with transport support: in-memory (compass server), stdio (external servers, desktop/Bun only), and streamable HTTP (external servers, works everywhere)","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":"86b6224e-c81a-4a32-99d5-0ba7652f8f19","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 48c73d75-b7c4-4df2-93aa-7f187b25cee9
memory_id: 9bc3b813-dc2d-44fc-b5a8-aa6cad16c9a8
event: created
changed_by: pipeline-v2
reason: New fact specifies package installation requirements not covered by existing candidate
created_at: 2026-02-24T09:10:35.312Z
new_content:
  The `@modelcontextprotocol/sdk` package must be installed at the root directory and in the agent-core directory to function correctly

metadata:
  {"proposedAction":"add","sourceMemoryId":"66a7cad8-18fa-4504-9c2c-3e00c4df58c2","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: ba2c2069-2e40-4569-b223-e651dc475e1b
memory_id: 66a7cad8-18fa-4504-9c2c-3e00c4df58c2
event: none
changed_by: pipeline-v2
reason: New fact specifies package installation requirements not covered by existing candidate
created_at: 2026-02-24T09:10:35.312Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The `@modelcontextprotocol/sdk` package must be installed at the root directory and in the agent-core directory to function correctly","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":8,"createdMemoryId":"9bc3b813-dc2d-44fc-b5a8-aa6cad16c9a8","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c9f8d980-f5d6-4dee-a802-a58f6f4754f6
memory_id: 392eebef-4c73-40cb-852a-272fedc2d2ba
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:11:08.010Z
reason:
  The new fact is identical to existing candidate [2] in describing the issue with Buffer-wrapped blobs in bun:sqlite and vec0's expectation of raw Float32Array bytes.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The Buffer-wrapped blob in bun:sqlite does not function correctly due to vec0's expectation of raw Float32Array bytes","type":"fact","confidence":0.85},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cd0dbd8e-f4d9-4e38-8049-4bd11e5ff54b
memory_id: 5c08ae2f-0191-40ba-8293-5575ae9351c6
event: created
new_content: vec0 requires raw Float32Array byte data instead of Buffer-wrapped blobs for proper operation
changed_by: pipeline-v2
created_at: 2026-02-24T09:11:08.011Z
reason:
  New fact provides general requirement for vec0, while existing candidates [2] and [4] address specific issues with Buffer-wrapped blobs. No direct overlap, so new fact is stored as separate memory.

metadata:
  {"proposedAction":"add","sourceMemoryId":"392eebef-4c73-40cb-852a-272fedc2d2ba","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: d78b02d3-5b41-4e62-9068-11952ddab747
memory_id: 392eebef-4c73-40cb-852a-272fedc2d2ba
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:11:08.011Z
reason:
  New fact provides general requirement for vec0, while existing candidates [2] and [4] address specific issues with Buffer-wrapped blobs. No direct overlap, so new fact is stored as separate memory.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"vec0 requires raw Float32Array byte data instead of Buffer-wrapped blobs for proper operation","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":"5c08ae2f-0191-40ba-8293-5575ae9351c6","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 030fc0b1-91db-42d6-a2e4-a374b3ea0239
memory_id: baa442d2-7c84-4e9b-ae55-0f834faf2e8b
event: none
changed_by: pipeline-v2
reason: New fact is already covered by existing candidate 3.
created_at: 2026-02-24T09:11:53.333Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Linked packages do not hoist dependencies for Next.js/webpack resolution","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f5a41718-cf27-490d-b404-fe28b8f2da3c
memory_id: baa442d2-7c84-4e9b-ae55-0f834faf2e8b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:11:53.333Z
reason:
  New fact is already covered by existing candidate 2, which describes the same webpack behavior of false import warnings with successful builds.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Webpack displays false 'import error' warnings during resolution but allows successful builds","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 739aa013-05bf-4f5e-bfd0-8c8cc8fcf261
memory_id: 006039d4-b22f-4365-b8ad-b5822a58f851
event: created
new_content: A full bidirectional Netsuite REST API integration was implemented on 2026-02-04
changed_by: pipeline-v2
created_at: 2026-02-24T09:11:53.333Z
reason:
  New fact about Netsuite integration on 2026-02-04 does not conflict with existing Signet Project entry dated 2026-02-10. No matching ID found.

metadata:
  {"proposedAction":"add","sourceMemoryId":"baa442d2-7c84-4e9b-ae55-0f834faf2e8b","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: 5df9251d-2bbe-4362-808c-c6d61db0128e
memory_id: baa442d2-7c84-4e9b-ae55-0f834faf2e8b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:11:53.333Z
reason:
  New fact about Netsuite integration on 2026-02-04 does not conflict with existing Signet Project entry dated 2026-02-10. No matching ID found.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A full bidirectional Netsuite REST API integration was implemented on 2026-02-04","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":4,"createdMemoryId":"006039d4-b22f-4365-b8ad-b5822a58f851","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: dfb06711-ed99-4a6a-a94c-60d903481356
memory_id: 622b3b01-8888-4f0f-af8e-50b269fe7465
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:12:13.353Z
reason:
  New fact is fully covered by existing candidate 3, which already describes the same fix and alignment with syncVecInsert()

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The query blob serialization was changed from `Buffer.from(queryVector.buffer)` to `new Float32Array(queryVector)` to align with the vector passing mechanism in `syncVecInsert()`","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3091c8a0-8b08-4aff-b5c0-46cee83ca91b
memory_id: 622b3b01-8888-4f0f-af8e-50b269fe7465
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:12:13.353Z
actor_type: pipeline
old_content:
  The fix changed the query blob serialization from `Buffer.from(queryVector.buffer)` to `new Float32Array(queryVector)`, matching how `syncVecInsert()` in `db-helpers.ts` line 74 passes vectors to sqlite-vec.

new_content:
  The serialization method was updated to match how `syncVecInsert()` in `db-helpers.ts` line 74 passes vectors to sqlite-vec, ensuring compatibility with the sqlite-vec library's expected input format

reason:
  New fact adds line number detail (db-helpers.ts line 74) to existing serialization fix fact, refining the specific implementation alignment


id: ec9da450-5e4d-4d46-aa67-0740d6724694
memory_id: 622b3b01-8888-4f0f-af8e-50b269fe7465
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:12:13.354Z
reason:
  New fact adds line number detail (db-helpers.ts line 74) to existing serialization fix fact, refining the specific implementation alignment

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"622b3b01-8888-4f0f-af8e-50b269fe7465","targetContent":"The fix changed the query blob serialization from `Buffer.from(queryVector.buffer)` to `new Float32Array(queryVector)`, matching how `syncVecInsert()` in `db-helpers.ts` line 74 passes vectors to sqlite-vec.","confidence":0.9,"fact":{"content":"The serialization method was updated to match how `syncVecInsert()` in `db-helpers.ts` line 74 passes vectors to sqlite-vec, ensuring compatibility with the sqlite-vec library's expected input format","type":"rationale","confidence":0.9},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":"622b3b01-8888-4f0f-af8e-50b269fe7465","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 21f1250f-fa63-471b-ad15-37bcdff2e04b
memory_id: 33cd70a6-b904-48ff-b20d-be5bcdfb8d11
event: none
changed_by: pipeline-v2
reason: New fact refines existing candidate by adding 'directory' and specifying 'for Netsuite'
created_at: 2026-02-24T09:13:02.904Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"bf6408f6-b1ca-44b6-91c6-fba63c7c3bc6","targetContent":"`src/lib/netsuite/` - core integration library","confidence":0.95,"fact":{"content":"The `src/lib/netsuite/` directory contains the core integration library for Netsuite","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"bf6408f6-b1ca-44b6-91c6-fba63c7c3bc6","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 50a4ed00-7292-4cf7-bd24-5bdb49447bf7
memory_id: 33cd70a6-b904-48ff-b20d-be5bcdfb8d11
event: none
changed_by: pipeline-v2
reason: New fact refines existing candidate by specifying the file defines the schema for Netsuite tables
created_at: 2026-02-24T09:13:02.905Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"57009984-1575-420e-8d2c-29f3ba071b71","targetContent":"`src/db/schema-netsuite.ts` - netsuite tables","confidence":0.95,"fact":{"content":"The `src/db/schema-netsuite.ts` file defines the database schema for Netsuite tables","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"57009984-1575-420e-8d2c-29f3ba071b71","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6d3df374-2554-4b23-802a-80de00a200fa
memory_id: 33cd70a6-b904-48ff-b20d-be5bcdfb8d11
event: none
changed_by: pipeline-v2
reason: New fact refines existing candidate by specifying Netsuite integration detail
created_at: 2026-02-24T09:13:02.906Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"4012a046-8f2a-4391-b40d-5e6622c2086f","targetContent":"`src/app/actions/netsuite-sync.ts` - sync triggers","confidence":0.95,"fact":{"content":"The `src/app/actions/netsuite-sync.ts` file implements sync triggers for Netsuite integration","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"4012a046-8f2a-4391-b40d-5e6622c2086f","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1dc355c6-d5c0-4ce6-9617-46315718ef93
memory_id: 33cd70a6-b904-48ff-b20d-be5bcdfb8d11
event: none
changed_by: pipeline-v2
reason: New fact refines existing candidate with more specific description of UI components' purpose
created_at: 2026-02-24T09:13:02.907Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"d87138fa-16a0-4638-a4de-ba39ff80fad7","targetContent":"`src/components/netsuite/` - connection UI","confidence":0.95,"fact":{"content":"The `src/components/netsuite/` directory contains UI components for Netsuite connection management","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"d87138fa-16a0-4638-a4de-ba39ff80fad7","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9da0a8f1-31d8-4b56-a155-1c0fccd4912e
memory_id: 560a2030-403e-433c-9edd-5f09d9c87d6a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:13:26.771Z
reason:
  The new fact is already covered by existing memories (candidates 3 and 4) which state the resolution of vector search issues.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The vector search issue, where searches return empty results despite vectors being present in the vec_embeddings table, is resolved","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":1,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b7f1e380-68f0-4574-91b3-6ebf42eecb2f
memory_id: bc3af6db-c2e8-4710-b3e9-d7844b71bf68
event: none
changed_by: pipeline-v2
reason: Existing candidate 9e3a2883-f60d-4fe0-a1af-e1f576368e95 has identical content to the new fact
created_at: 2026-02-24T09:14:58.605Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The 401 error code in NetSuite can indicate a timeout rather than an authentication failure","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":7,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4877d16b-6608-423c-a47f-33a2d87da127
memory_id: bc3af6db-c2e8-4710-b3e9-d7844b71bf68
event: none
changed_by: pipeline-v2
reason: New fact exactly matches existing candidate content
created_at: 2026-02-24T09:14:58.605Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The 'field doesn't exist' error in NetSuite typically indicates a permission denied issue rather than a missing field","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":7,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 550c90f7-854d-4338-b513-346b0808b0a4
memory_id: 4ae5fb3d-dd55-42e1-bca1-e551b313f4b7
event: updated
old_content: 15 concurrent request limit shared across ALL integrations
new_content: NetSuite enforces a 15 concurrent request limit shared across all integrations
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:14:58.606Z
actor_type: pipeline
reason:
  New fact refines existing candidate by adding NetSuite context while maintaining core 15 concurrent request limit detail


id: e2d0d153-4dd2-483e-8258-1c219674100b
memory_id: bc3af6db-c2e8-4710-b3e9-d7844b71bf68
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:14:58.607Z
reason:
  New fact refines existing candidate by adding NetSuite context while maintaining core 15 concurrent request limit detail

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"4ae5fb3d-dd55-42e1-bca1-e551b313f4b7","targetContent":"15 concurrent request limit shared across ALL integrations","confidence":0.95,"fact":{"content":"NetSuite enforces a 15 concurrent request limit shared across all integrations","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":7,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":"4ae5fb3d-dd55-42e1-bca1-e551b313f4b7","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c97e4983-1660-414b-80fe-61c08868504b
memory_id: 19058ed6-cfb2-46f9-8fe0-8f8b83068eec
event: created
new_content: NetSuite does not support batch create/update operations via REST
changed_by: pipeline-v2
reason: New fact provides specific context (NetSuite) not present in existing candidate
created_at: 2026-02-24T09:14:58.607Z
metadata:
  {"proposedAction":"add","sourceMemoryId":"bc3af6db-c2e8-4710-b3e9-d7844b71bf68","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: 08537bfd-a255-4149-bb03-f085d3c42ab5
memory_id: bc3af6db-c2e8-4710-b3e9-d7844b71bf68
event: none
changed_by: pipeline-v2
reason: New fact provides specific context (NetSuite) not present in existing candidate
created_at: 2026-02-24T09:14:58.607Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"NetSuite does not support batch create/update operations via REST","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":7,"entityCount":10,"createdMemoryId":"19058ed6-cfb2-46f9-8fe0-8f8b83068eec","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7a1f6556-414c-46d5-ae24-554edd1636ea
memory_id: 323cb1f5-1ad4-472b-9cee-470711f6c7c2
event: updated
old_content: sandbox URLs use different separators
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:14:58.608Z
actor_type: pipeline
new_content:
  Sandbox URLs in NetSuite use different separators for schema and patterns compared to production URLs

reason:
  New fact refines existing candidate with specific details about separators for schema/patterns in Sandbox URLs


id: ca1534e6-e66e-474c-81d0-abcade3c67f1
memory_id: bc3af6db-c2e8-4710-b3e9-d7844b71bf68
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:14:58.608Z
reason:
  New fact refines existing candidate with specific details about separators for schema/patterns in Sandbox URLs

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"323cb1f5-1ad4-472b-9cee-470711f6c7c2","targetContent":"sandbox URLs use different separators","confidence":0.9,"fact":{"content":"Sandbox URLs in NetSuite use different separators for schema and patterns compared to production URLs","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":7,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":"323cb1f5-1ad4-472b-9cee-470711f6c7c2","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f05bd0e3-f48a-416f-a623-fa993b776466
memory_id: bc3af6db-c2e8-4710-b3e9-d7844b71bf68
event: none
changed_by: pipeline-v2
reason: New fact refines existing candidate by adding NetSuite context
created_at: 2026-02-24T09:14:58.609Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"1f7179a2-50f3-4d3a-9814-8dfe0778569f","targetContent":"drizzle ORM with D1 (sqlite), text IDs (UUIDs), text dates (ISO)","confidence":0.9,"fact":{"content":"The drizzle ORM is configured with D1 (SQLite), text IDs (UUIDs), and text dates (ISO format) in NetSuite","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":7,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":"1f7179a2-50f3-4d3a-9814-8dfe0778569f","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1c4e52e5-5705-4fa0-90ea-089003e52c5a
memory_id: bc3af6db-c2e8-4710-b3e9-d7844b71bf68
event: none
changed_by: pipeline-v2
reason: New fact provides specific details about NetSuite server actions not covered by existing candidate
created_at: 2026-02-24T09:14:58.609Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"NetSuite server actions require the 'use server' directive and return objects with success/error status","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":7,"entityCount":10,"createdMemoryId":"ac10ec1d-098c-44b7-890c-39f272925ed6","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2b984d10-e353-471d-a2f5-9a2d37c18095
memory_id: 78cb2ca4-ddf4-4d8a-b020-5f41a952a785
event: created
new_content: The project requires building with `bun run build` before publishing
changed_by: pipeline-v2
created_at: 2026-02-24T09:15:52.949Z
reason:
  New fact introduces a procedural requirement not fully covered by existing candidates. Candidate 3 mentions build command but lacks the explicit 'before publishing' context.

metadata:
  {"proposedAction":"add","sourceMemoryId":"0835593d-dc93-48d1-9133-a215a944c9a8","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: ffa07c02-e5f4-4d72-8571-0ff5d5738621
memory_id: 0835593d-dc93-48d1-9133-a215a944c9a8
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:15:52.949Z
reason:
  New fact introduces a procedural requirement not fully covered by existing candidates. Candidate 3 mentions build command but lacks the explicit 'before publishing' context.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The project requires building with `bun run build` before publishing","type":"procedural","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":"78cb2ca4-ddf4-4d8a-b020-5f41a952a785","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: eb92dd11-2c37-42a3-9c83-c90957cfd5a2
memory_id: 0835593d-dc93-48d1-9133-a215a944c9a8
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:15:52.951Z
reason:
  New fact aligns with existing candidate 4's content about testing Buba's recall functionality to verify source display and scores.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"0835593d-dc93-48d1-9133-a215a944c9a8","targetContent":"Next: Build with `bun run build`, publish, and have Buba test recall functionality to verify vector and hybrid search results now show `source: \"vector\"` and `source: \"hybrid\"` with actual vector scores.","confidence":0.9,"fact":{"content":"Buba's recall functionality must be tested to verify vector and hybrid search results display `source: \"vector\"` and `source: \"hybrid\"` with actual vector scores","type":"decision","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9c18d16d-0f3a-4984-8687-5e664df8ba16
memory_id: 0835593d-dc93-48d1-9133-a215a944c9a8
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:15:52.951Z
reason:
  The new fact is already covered by existing memories regarding vector search results showing source: 'vector'.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Vector search results are identified by `source: \"vector\"` in the output","type":"semantic","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c62fe10c-ab94-470d-b286-97b3f2e957c2
memory_id: 0835593d-dc93-48d1-9133-a215a944c9a8
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:15:52.951Z
reason:
  Existing candidates 1 and 2 already state that hybrid search results display `source: "hybrid"` in the output, making the new fact redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":1,"fact":{"content":"Hybrid search results are identified by `source: \"hybrid\"` in the output","type":"semantic","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f0ea47c0-8f12-4a3f-8206-fcaf13757f4d
memory_id: 21857f29-519e-4d44-a80f-be3e74862ab9
event: updated
old_content: env access: `getCloudflareContext()` -> env.DB for D1
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:16:42.721Z
actor_type: pipeline
new_content:
  The environment access for D1 databases uses `getCloudflareContext()` to retrieve the `env.DB` variable

reason:
  New fact refines existing candidate by specifying 'databases' and explicitly stating the retrieval method


id: ad58e5f1-bac8-4a1a-a7b7-971ad2765525
memory_id: 62b1021d-62c7-4d3d-9e5e-2fc486239df4
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:16:42.723Z
reason:
  New fact refines existing candidate by specifying 'databases' and explicitly stating the retrieval method

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"21857f29-519e-4d44-a80f-be3e74862ab9","targetContent":"env access: `getCloudflareContext()` -> env.DB for D1","confidence":0.9,"fact":{"content":"The environment access for D1 databases uses `getCloudflareContext()` to retrieve the `env.DB` variable","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"21857f29-519e-4d44-a80f-be3e74862ab9","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f8e96fc0-b43a-480c-a7e8-d2e864dfd573
memory_id: 62b1021d-62c7-4d3d-9e5e-2fc486239df4
event: none
changed_by: pipeline-v2
reason: Existing candidate already includes 'no `any`' as part of TypeScript discipline
created_at: 2026-02-24T09:16:42.723Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"TypeScript discipline enforces no use of the `any` type for strict type safety","type":"preference","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 05afb154-318d-4ebd-982f-eda9a820cc92
memory_id: 62b1021d-62c7-4d3d-9e5e-2fc486239df4
event: none
changed_by: pipeline-v2
reason: Existing candidates already include the prohibition against type assertions using `as` keyword
created_at: 2026-02-24T09:16:42.723Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"TypeScript discipline prohibits type assertions using the `as` keyword","type":"preference","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 56b30ca1-b724-4ef3-b8a2-c01d6ab6415c
memory_id: 62b1021d-62c7-4d3d-9e5e-2fc486239df4
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:16:42.723Z
reason:
  Existing candidates already contain the same TypeScript discipline rule about avoiding non-null assertions (`!` operator)

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"TypeScript discipline avoids non-null assertions with the `!` operator","type":"preference","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 57e3abea-5143-4b02-b2f3-0ff3445840bd
memory_id: 9f0d4e0b-0c0a-4ba4-9752-7d1877df3430
event: updated
old_content: typescript discipline: no `any`, no `as`, no `!`, discriminated unions
new_content: TypeScript discipline mandates the use of discriminated unions for type discrimination
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:16:42.723Z
actor_type: pipeline
reason:
  New fact refines existing candidate by specifying the purpose of discriminated unions (type discrimination)


id: 0e74d2ef-f0e4-4279-ae88-307009a6919a
memory_id: 62b1021d-62c7-4d3d-9e5e-2fc486239df4
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:16:42.725Z
reason:
  New fact refines existing candidate by specifying the purpose of discriminated unions (type discrimination)

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"9f0d4e0b-0c0a-4ba4-9752-7d1877df3430","targetContent":"typescript discipline: no `any`, no `as`, no `!`, discriminated unions","confidence":0.9,"fact":{"content":"TypeScript discipline mandates the use of discriminated unions for type discrimination","type":"decision","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"9f0d4e0b-0c0a-4ba4-9752-7d1877df3430","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 59bb637d-086c-4043-9f8e-b6e37b131a31
memory_id: 7d179a69-91b7-4efe-a26a-d31ff94eb1aa
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:17:10.288Z
reason:
  New fact is identical to existing candidate 1's content, covering the same task assignment and migration details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The frontend-worker on the umap-perf team received task #5 to migrate the embeddings dashboard from client-side UMAP computation to server-side projection fetching","type":"decision","confidence":0.9},"extractionModel":"qwen3:8b","factCount":1,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0d2ec131-161b-4221-90c6-1de73ebe1138
memory_id: 0fc25f71-b1fa-4caf-a4dd-d055266fa1f0
event: none
changed_by: pipeline-v2
reason: New fact refines existing fact by specifying 'exactly two' main files, enhancing precision
created_at: 2026-02-24T09:17:54.560Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"0fc25f71-b1fa-4caf-a4dd-d055266fa1f0","targetContent":"The changes involve two main files and represent a significant architectural shift in how embedding visualizations are handled.","confidence":0.95,"fact":{"content":"The changes involve exactly two main files","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":"0fc25f71-b1fa-4caf-a4dd-d055266fa1f0","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f2d648b4-0811-4638-9cc0-bba6a918be8d
memory_id: 0fc25f71-b1fa-4caf-a4dd-d055266fa1f0
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:17:54.560Z
reason:
  The new fact is already fully covered by existing candidate 2, which explicitly states the architectural shift in handling embedding visualizations.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"","targetContent":null,"confidence":0.9,"fact":{"content":"The changes represent a significant architectural shift in how embedding visualizations are handled","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4ad972da-7527-40c4-8260-04d25013f376
memory_id: 8f94f6ee-dc45-480f-a39b-20d129733edb
event: created
changed_by: pipeline-v2
created_at: 2026-02-24T09:18:47.229Z
new_content:
  The dashboard now fetches pre-computed 2D/3D coordinates from the daemon instead of computing embeddings and running UMAP in the browser

reason:
  New fact introduces a decision not fully captured by existing candidates, adding context about the dashboard's shift from client-side computation to daemon-based pre-computation.

metadata:
  {"proposedAction":"add","sourceMemoryId":"95cae3cd-9b9b-43d0-a581-412269078024","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: 62aaf6fd-a91f-4c65-ae90-d734e3c442d9
memory_id: 95cae3cd-9b9b-43d0-a581-412269078024
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:18:47.229Z
reason:
  New fact introduces a decision not fully captured by existing candidates, adding context about the dashboard's shift from client-side computation to daemon-based pre-computation.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":"","targetContent":null,"confidence":0.9,"fact":{"content":"The dashboard now fetches pre-computed 2D/3D coordinates from the daemon instead of computing embeddings and running UMAP in the browser","type":"decision","confidence":0.9},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":"8f94f6ee-dc45-480f-a39b-20d129733edb","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e7fdff14-0aab-4a4e-b8c5-414b6636e90c
memory_id: 95cae3cd-9b9b-43d0-a581-412269078024
event: none
changed_by: pipeline-v2
reason: The new fact is already covered by existing candidate 2.
created_at: 2026-02-24T09:18:47.231Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The dashboard retrieves embedding projections via the API endpoint `GET /api/embeddings/projection?dimensions=2|3`","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cccb90b1-7e86-4cc5-883e-a58b030a825a
memory_id: d19ac356-3d42-4f05-9f54-dfb64bf8de70
event: none
changed_by: pipeline-v2
reason: Existing candidate 3 already states the same content.
created_at: 2026-02-24T09:19:15.189Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Reducing client-side computation burden enables the server to cache expensive layout calculations","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3b40f9ad-dd6d-4e68-bf72-44afc6a391db
memory_id: 7f51262e-861b-45b9-8eb2-81c6b9e0b1bd
event: created
new_content: The api.ts file requires adding ProjectionNode and ProjectionResponse types
changed_by: pipeline-v2
reason: New fact about api.ts types not covered by existing types.ts memory
created_at: 2026-02-24T09:19:15.189Z
metadata:
  {"proposedAction":"add","sourceMemoryId":"d19ac356-3d42-4f05-9f54-dfb64bf8de70","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: 67699202-5ada-4114-9140-ee70f0bcd82d
memory_id: d19ac356-3d42-4f05-9f54-dfb64bf8de70
event: none
changed_by: pipeline-v2
reason: New fact about api.ts types not covered by existing types.ts memory
created_at: 2026-02-24T09:19:15.189Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The api.ts file requires adding ProjectionNode and ProjectionResponse types","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":2,"createdMemoryId":"7f51262e-861b-45b9-8eb2-81c6b9e0b1bd","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 92bece37-05da-494e-82a7-a5ab89f99c33
memory_id: d19ac356-3d42-4f05-9f54-dfb64bf8de70
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:19:15.190Z
reason:
  New fact is fully covered by existing candidate [2], which already states the getProjection() function implements polling logic for 'computing' status using HTTP 202.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The getProjection() function implements polling logic for 'computing' status using HTTP 202","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2e7545cc-9c3e-471b-92db-8c9b32cf7c3f
memory_id: ee4e7ac2-7c6b-4658-a8df-ccfcfdb76e18
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:20:44.133Z
reason:
  New fact is redundant with existing fact [3] which already describes the removal of UMAP import and client-side vector math in EmbeddingsTab.svelte

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"ee4e7ac2-7c6b-4658-a8df-ccfcfdb76e18","targetContent":"**EmbeddingsTab.svelte**: Remove UMAP import and all client-side vector math; rewrite `initGraph()` to fetch projections and map nodes to GraphNode format; rewrite `switchGraphMode()` for 3D; replace `computeRelationsForSelection()` to use async `getSimilarMemories()` API call instead of cosine similarity Preserved functionality: search/filter, EmbeddingInspector integration, canvas 2D/3D rendering, embeddingsHasMore indicator.","confidence":0.95,"fact":{"content":"The EmbeddingsTab.svelte component removes the UMAP import to eliminate client-side vector math","type":"decision","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8ace0e8a-0525-4cbe-a8b1-7fb82f9919c6
memory_id: ee4e7ac2-7c6b-4658-a8df-ccfcfdb76e18
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:20:44.133Z
reason:
  New fact is fully covered by existing candidate 3, which contains identical content about EmbeddingsTab.svelte's initGraph() rewrite and related changes.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"ee4e7ac2-7c6b-4658-a8df-ccfcfdb76e18","targetContent":"**EmbeddingsTab.svelte**: Remove UMAP import and all client-side vector math; rewrite `initGraph()` to fetch projections and map nodes to GraphNode format; rewrite `switchGraphMode()` for 3D; replace `computeRelationsForSelection()` to use async `getSimilarMemories()` API call instead of cosine similarity Preserved functionality: search/filter, EmbeddingInspector integration, canvas 2D/3D rendering, embeddingsHasMore indicator.","confidence":0.95,"fact":{"content":"The EmbeddingsTab.svelte component rewrites initGraph() to fetch projections and convert nodes to GraphNode format","type":"decision","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4f31ba7c-f0c9-4e7a-a82c-3fc9c3dfd366
memory_id: af6d23cf-4ccd-4ffb-bc70-f5aaa80c73bf
event: created
new_content: The EmbeddingsTab.svelte component rewrites switchGraphMode() to support 3D rendering
changed_by: pipeline-v2
created_at: 2026-02-24T09:20:44.134Z
reason:
  New fact introduces a decision-type update not fully covered by existing fact-based candidates, specifically detailing the switchGraphMode() rewrite for 3D rendering.

metadata:
  {"proposedAction":"add","sourceMemoryId":"ee4e7ac2-7c6b-4658-a8df-ccfcfdb76e18","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: eb768534-8daa-45dc-b04c-ef84e5521454
memory_id: ee4e7ac2-7c6b-4658-a8df-ccfcfdb76e18
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:20:44.134Z
reason:
  New fact introduces a decision-type update not fully covered by existing fact-based candidates, specifically detailing the switchGraphMode() rewrite for 3D rendering.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":"","targetContent":null,"confidence":0.95,"fact":{"content":"The EmbeddingsTab.svelte component rewrites switchGraphMode() to support 3D rendering","type":"decision","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":8,"createdMemoryId":"af6d23cf-4ccd-4ffb-bc70-f5aaa80c73bf","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1257fe79-1fed-46d8-8b31-1a9c81f6eafa
memory_id: ee4e7ac2-7c6b-4658-a8df-ccfcfdb76e18
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:20:44.135Z
reason:
  New fact is a decision confirming the same code change already described in existing fact candidate 4

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"4","targetContent":null,"confidence":0.95,"fact":{"content":"The EmbeddingsTab.svelte component replaces computeRelationsForSelection() with an async getSimilarMemories() API call","type":"decision","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 95547272-8725-4f15-a758-05a967ee296c
memory_id: ee4e7ac2-7c6b-4658-a8df-ccfcfdb76e18
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:20:44.135Z
reason:
  New fact exactly matches preserved functionalities listed in candidate 4, which already confirms the same details about EmbeddingsTab.svelte.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"4","targetContent":null,"confidence":0.95,"fact":{"content":"The EmbeddingsTab.svelte component preserves search/filter functionality, EmbeddingInspector integration, canvas 2D/3D rendering, and embeddingsHasMore indicator","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5d978834-0a13-4466-877a-0c8662d6c626
memory_id: 205a3acf-9f34-4e54-a9a4-4ce02b650cf7
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:21:16.972Z
reason:
  New fact is fully covered by existing candidate 3 which mentions removal of embedding limit controls and server sending all points.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":1,"fact":{"content":"The system no longer enforces embedding limit controls, and the server now sends all points.","type":"fact","confidence":1},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: baea9521-ea8a-4de6-963c-ba53b920d471
memory_id: 205a3acf-9f34-4e54-a9a4-4ce02b650cf7
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:21:16.972Z
reason:
  New fact is fully covered by existing candidate [3] which explicitly states the removal of client-side cosine similarity computation.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"205a3acf-9f34-4e54-a9a4-4ce02b650cf7","targetContent":"Removed: embedding limit controls (server now sends all points), client-side cosine similarity computation, UMAP-related state variables.","confidence":1,"fact":{"content":"Client-side cosine similarity computation has been removed and is now handled server-side.","type":"fact","confidence":1},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cb3a821b-8dd9-422d-87a6-b80a183d8b38
memory_id: 205a3acf-9f34-4e54-a9a4-4ce02b650cf7
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:21:16.972Z
reason:
  The new fact is already fully covered by existing candidate [2], which explicitly states the removal of UMAP-related state variables.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":1,"fact":{"content":"UMAP-related state variables have been removed from the system.","type":"fact","confidence":1},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f60257db-f59f-4f55-a992-deec715830cb
memory_id: e1ccbabe-63bd-490f-8919-582c950686fd
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:22:02.184Z
reason:
  The new fact's content is identical to existing rule [4], which already covers the critical consideration about preserving the EmbeddingPoint type mapping.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"ee4e7ac2-7c6b-4658-a8df-ccfcfdb76e18","targetContent":"**EmbeddingsTab.svelte**: Remove UMAP import and all client-side vector math; rewrite `initGraph()` to fetch projections and map nodes to GraphNode format; rewrite `switchGraphMode()` for 3D; replace `computeRelationsForSelection()` to use async `getSimilarMemories()` API call instead of cosine similarity Preserved functionality: search/filter, EmbeddingInspector integration, canvas 2D/3D rendering, embeddingsHasMore indicator.","confidence":0.9,"fact":{"content":"The EmbeddingPoint type mapping from ProjectionNode must be preserved to ensure downstream inspector and canvas components continue functioning despite vector data no longer being available client-side","type":"decision","confidence":0.9},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f9e54c36-625b-46b6-86ec-3369ea064b66
memory_id: e1ccbabe-63bd-490f-8919-582c950686fd
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:22:02.184Z
reason:
  Existing candidate 4 already states the necessity of preserving EmbeddingPoint type mapping due to client-side vector data unavailability.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The decision to preserve the EmbeddingPoint type mapping from ProjectionNode is due to the unavailability of vector data client-side, which necessitates maintaining compatibility with downstream inspector and canvas components","type":"rationale","confidence":0.85},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c64d18b8-4c06-43ba-989e-573940c4a648
memory_id: 7df2a06d-f956-4196-a8e7-61e8cbf2cc39
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:22:29.216Z
reason:
  New fact is fully covered by existing candidate 1, which contains identical constant definition and additional implementation details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"37c75ff3-b78a-4218-8a4f-c697cc6d8839","targetContent":"### OpenClaw ✓ FULL COMPLIANCE\n\n**Location:** `/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js`\n\n**Key Constants:**\n```javascript\nDEFAULT_MEMORY_FLUSH_SOFT_TOKENS = 4000  // safety margin\nDEFAULT_MEMORY_FLUSH_PROMPT = \"Pre-compaction memory flush. Store durable memories now...\"\nDEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT = \"Pre-compaction memory flush turn. The session is near auto-compaction...\"\n```\n\n**Implementation Details:**\n- `resolveMemoryFlushSettings(cfg)` - reads config, returns settings or null if disabled\n- `resolveMemoryFlushContextWindowTokens(params)` - calculates context window for model\n- `shouldRunMemoryFlush(params)` - determines if flush is needed based on token count\n- `runMemoryFlushIfNeeded(params)` - executes the flush turn\n\n**Trigger Logic:**\n```javascript\nthreshold = contextWindow - reserveTokens - softThreshold\nif (totalTokens >= threshold && !alreadyFlushedAtThisCompactionCount) {\n  // trigger flush\n}\n```\n\n**State Tracking:**\n- `memoryFlushAt` - timestamp of last flush\n- `memoryFlushCompactionCount` - prevents re-triggering at same compaction count\n\n**Config Options:**\n- `agents.defaults.compaction.memoryFlush.enabled` (default: true)\n- `agents.defaults.compaction.memoryFlush.softThresholdTokens` (default: 4000)\n- `agents.defaults.compaction.memoryFlush.prompt` (customizable)\n- `agents.defaults.compaction.memoryFlush.systemPrompt` (customizable)\n- `agents.defaults.compaction.reserveTokensFloor`\n\n---","confidence":0.95,"fact":{"content":"The file `/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js` defines the constant DEFAULT_MEMORY_FLUSH_SOFT_TOKENS with a value of 4000","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3af7d788-ba02-4dc0-9317-3f5d3574352f
memory_id: 7df2a06d-f956-4196-a8e7-61e8cbf2cc39
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:22:29.216Z
reason:
  Existing candidate 1 already contains the exact same constant definition with matching value and context

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"37c75ff3-b78a-4218-8a4f-c697cc6d8839","targetContent":"### OpenClaw ✓ FULL COMPLIANCE\n\n**Location:** `/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js`\n\n**Key Constants:**\n```javascript\nDEFAULT_MEMORY_FLUSH_SOFT_TOKENS = 4000  // safety margin\nDEFAULT_MEMORY_FLUSH_PROMPT = \"Pre-compaction memory flush. Store durable memories now...\"\nDEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT = \"Pre-compaction memory flush turn. The session is near auto-compaction...\"\n```\n\n**Implementation Details:**\n- `resolveMemoryFlushSettings(cfg)` - reads config, returns settings or null if disabled\n- `resolveMemoryFlushContextWindowTokens(params)` - calculates context window for model\n- `shouldRunMemoryFlush(params)` - determines if flush is needed based on token count\n- `runMemoryFlushIfNeeded(params)` - executes the flush turn\n\n**Trigger Logic:**\n```javascript\nthreshold = contextWindow - reserveTokens - softThreshold\nif (totalTokens >= threshold && !alreadyFlushedAtThisCompactionCount) {\n  // trigger flush\n}\n```\n\n**State Tracking:**\n- `memoryFlushAt` - timestamp of last flush\n- `memoryFlushCompactionCount` - prevents re-triggering at same compaction count\n\n**Config Options:**\n- `agents.defaults.compaction.memoryFlush.enabled` (default: true)\n- `agents.defaults.compaction.memoryFlush.softThresholdTokens` (default: 4000)\n- `agents.defaults.compaction.memoryFlush.prompt` (customizable)\n- `agents.defaults.compaction.memoryFlush.systemPrompt` (customizable)\n- `agents.defaults.compaction.reserveTokensFloor`\n\n---","confidence":1,"fact":{"content":"The file `/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js` defines the constant DEFAULT_MEMORY_FLUSH_PROMPT with the value \"Pre-compaction memory flush.\"","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 930ac4b2-0ffe-4742-9c11-c09fa458fc02
memory_id: 7df2a06d-f956-4196-a8e7-61e8cbf2cc39
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:22:29.216Z
reason:
  New fact is redundant and fully covered by existing candidate 1, which already confirms full compliance with the same memory flush mechanism and includes detailed implementation specifics.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"37c75ff3-b78a-4218-8a4f-c697cc6d8839","targetContent":"### OpenClaw ✓ FULL COMPLIANCE\n\n**Location:** `/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js`\n\n**Key Constants:**\n```javascript\nDEFAULT_MEMORY_FLUSH_SOFT_TOKENS = 4000  // safety margin\nDEFAULT_MEMORY_FLUSH_PROMPT = \"Pre-compaction memory flush. Store durable memories now...\"\nDEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT = \"Pre-compaction memory flush turn. The session is near auto-compaction...\"\n```\n\n**Implementation Details:**\n- `resolveMemoryFlushSettings(cfg)` - reads config, returns settings or null if disabled\n- `resolveMemoryFlushContextWindowTokens(params)` - calculates context window for model\n- `shouldRunMemoryFlush(params)` - determines if flush is needed based on token count\n- `runMemoryFlushIfNeeded(params)` - executes the flush turn\n\n**Trigger Logic:**\n```javascript\nthreshold = contextWindow - reserveTokens - softThreshold\nif (totalTokens >= threshold && !alreadyFlushedAtThisCompactionCount) {\n  // trigger flush\n}\n```\n\n**State Tracking:**\n- `memoryFlushAt` - timestamp of last flush\n- `memoryFlushCompactionCount` - prevents re-triggering at same compaction count\n\n**Config Options:**\n- `agents.defaults.compaction.memoryFlush.enabled` (default: true)\n- `agents.defaults.compaction.memoryFlush.softThresholdTokens` (default: 4000)\n- `agents.defaults.compaction.memoryFlush.prompt` (customizable)\n- `agents.defaults.compaction.memoryFlush.systemPrompt` (customizable)\n- `agents.defaults.compaction.reserveTokensFloor`\n\n---","confidence":0.9,"fact":{"content":"The OpenClaw project has full compliance with the memory flush mechanism as defined in `/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js`","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e305a8d5-54c0-4243-84e0-5b78dd8595fa
memory_id: a6dad9cc-ee0d-40fb-86ed-d83600995558
event: created
changed_by: pipeline-v2
created_at: 2026-02-24T09:23:26.629Z
new_content:
  The system sets the DEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT to 'Pre-compaction memory flush turn. /think'

reason:
  New fact provides a distinct value for DEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT not covered by existing candidates

metadata:
  {"proposedAction":"add","sourceMemoryId":"6a490e1a-191f-4e9a-b03e-9f0ab93b6cac","decisionConfidence":0.8,"factConfidence":0.8,"extractionModel":"qwen3:8b"}


id: 6faab0eb-8508-4e8b-9c56-1ef0e1cd4b87
memory_id: 6a490e1a-191f-4e9a-b03e-9f0ab93b6cac
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:23:26.629Z
reason:
  New fact provides a distinct value for DEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT not covered by existing candidates

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":"none","targetContent":null,"confidence":0.8,"fact":{"content":"The system sets the DEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT to 'Pre-compaction memory flush turn. /think'","type":"decision","confidence":0.8},"extractionModel":"qwen3:8b","factCount":2,"entityCount":1,"createdMemoryId":"a6dad9cc-ee0d-40fb-86ed-d83600995558","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ee76def0-248f-41c6-84e3-0ed4d7cc2c6e
memory_id: 44c76f7a-21b1-4a32-859b-1a5083d5222a
event: created
new_content: The DEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT value is 'Pre-compaction memory flush turn. /think'
changed_by: pipeline-v2
created_at: 2026-02-24T09:23:26.632Z
reason:
  New fact provides a slightly different value for DEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT compared to existing candidate 1, and no exact match exists.

metadata:
  {"proposedAction":"add","sourceMemoryId":"6a490e1a-191f-4e9a-b03e-9f0ab93b6cac","decisionConfidence":0.8,"factConfidence":0.8,"extractionModel":"qwen3:8b"}


id: 00dd2541-ee9d-45a5-9dc8-dd0321e5d064
memory_id: 6a490e1a-191f-4e9a-b03e-9f0ab93b6cac
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:23:26.632Z
reason:
  New fact provides a slightly different value for DEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT compared to existing candidate 1, and no exact match exists.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.8,"fact":{"content":"The DEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT value is 'Pre-compaction memory flush turn. /think'","type":"fact","confidence":0.8},"extractionModel":"qwen3:8b","factCount":2,"entityCount":1,"createdMemoryId":"44c76f7a-21b1-4a32-859b-1a5083d5222a","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6a63531e-7bfa-436a-a7a3-0b8ed3e46b96
memory_id: 16d733e7-399f-4187-b114-c22f30787294
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:24:05.723Z
reason:
  New fact matches existing candidate 1's content exactly, indicating it is already covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"16d733e7-399f-4187-b114-c22f30787294","targetContent":"The session is near auto-compaction...\" ``` **Implementation Details:** - `resolveMemoryFlushSettings(cfg)` - reads config, returns settings or null if disabled - `resolveMemoryFlushContextWindowTokens(params)` - calculates context window for model - `shouldRunMemoryFlush(params)` - determines if f","confidence":0.95,"fact":{"content":"The session is near auto-compaction threshold","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4cd0a422-fcc1-4024-b4fe-3b73d870c0e9
memory_id: 16d733e7-399f-4187-b114-c22f30787294
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:24:05.723Z
reason:
  The new fact about resolveMemoryFlushSettings is already fully covered in both existing candidates (1 and 2) with identical implementation details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"","targetContent":null,"confidence":0.9,"fact":{"content":"resolveMemoryFlushSettings(cfg) reads configuration and returns memory flush settings or null if disabled","type":"procedural","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9fd2acfa-4021-46df-93bb-0d3e5a5a41ba
memory_id: 16d733e7-399f-4187-b114-c22f30787294
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:24:05.723Z
reason:
  New fact exactly matches existing fact [2] content about resolveMemoryFlushContextWindowTokens function

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"2","targetContent":null,"confidence":0.9,"fact":{"content":"resolveMemoryFlushContextWindowTokens(params) calculates the context window size for model processing","type":"procedural","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 17b15e11-3d92-4f8a-a20d-b92cd9600b84
memory_id: ac7a2f76-6c9b-4c5e-9b40-77f054249302
event: created
changed_by: pipeline-v2
created_at: 2026-02-24T09:24:05.723Z
new_content:
  shouldRunMemoryFlush(params) evaluates parameters to determine if memory flush operation should execute

reason:
  New fact introduces a distinct procedural check for memory flush parameters not covered by existing candidates

metadata:
  {"proposedAction":"add","sourceMemoryId":"16d733e7-399f-4187-b114-c22f30787294","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: a946de4a-3815-4cc5-aa23-6dadb12f39d3
memory_id: 16d733e7-399f-4187-b114-c22f30787294
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:24:05.723Z
reason:
  New fact introduces a distinct procedural check for memory flush parameters not covered by existing candidates

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"shouldRunMemoryFlush(params) evaluates parameters to determine if memory flush operation should execute","type":"procedural","confidence":0.9},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":"ac7a2f76-6c9b-4c5e-9b40-77f054249302","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4578352f-8aa6-416c-a090-0421961db413
memory_id: 3de30b12-608d-4b27-8aa8-5d2b0ce8ac4d
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:24:50.254Z
reason:
  Existing candidate 3 already defines `memoryFlushAt` as the timestamp of the last flush, matching the new fact exactly.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `memoryFlushAt` parameter tracks the timestamp of the last memory flush operation","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 877a656c-01e5-4f1d-a174-ccb6a69802f9
memory_id: 3de30b12-608d-4b27-8aa8-5d2b0ce8ac4d
event: none
changed_by: pipeline-v2
reason: Existing candidate already explains memoryFlushCompactionCount's purpose in state tracking logic
created_at: 2026-02-24T09:24:50.255Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":1,"fact":{"content":"The `memoryFlushCompactionCount` parameter prevents re-triggering memory flushes at the same compaction count","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1ac1542f-4c63-4c15-8847-aff722211315
memory_id: 93766345-d7e4-4583-84ae-7a6e7645a96a
event: created
new_content: The `agents.defaults.compaction.memoryFlush.enabled` configuration option is enabled by default
changed_by: pipeline-v2
created_at: 2026-02-24T09:24:50.255Z
reason:
  No existing candidate explicitly states the default value of `agents.defaults.compaction.memoryFlush.enabled`

metadata:
  {"proposedAction":"add","sourceMemoryId":"3de30b12-608d-4b27-8aa8-5d2b0ce8ac4d","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: 81d07f5c-7486-4f6f-833a-2b3bc07b0009
memory_id: 3de30b12-608d-4b27-8aa8-5d2b0ce8ac4d
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:24:50.255Z
reason:
  No existing candidate explicitly states the default value of `agents.defaults.compaction.memoryFlush.enabled`

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `agents.defaults.compaction.memoryFlush.enabled` configuration option is enabled by default","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":"93766345-d7e4-4583-84ae-7a6e7645a96a","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1671e4d7-5005-41d1-babc-d38636d3e7d1
memory_id: 3de30b12-608d-4b27-8aa8-5d2b0ce8ac4d
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:24:50.256Z
reason:
  Existing candidate 2 already contains the same configuration fact with matching default value and confidence.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `agents.defaults.compaction.memoryFlush.softThresholdTokens` configuration option defaults to 4000 tokens","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 466565ef-13c7-4c71-be6f-49d22ceba951
memory_id: 58367c7e-7776-4417-a3a1-cf296cde73f6
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:25:39.742Z
reason:
  The new fact is already covered by existing candidate 3, which explicitly states that `agents.defaults.compaction.memoryFlush.prompt` is customizable.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"58367c7e-7776-4417-a3a1-cf296cde73f6","targetContent":"`agents.defaults.compaction.memoryFlush.prompt` (customizable) - `agents.defaults.compaction.memoryFlush.systemPrompt` (customizable) - `agents.defaults.compaction.reserveTokensFloor` ---","confidence":0.95,"fact":{"content":"The parameter `agents.defaults.compaction.memoryFlush.prompt` is customizable","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 03c0ddbf-3258-410c-ac56-abf037e7b2ce
memory_id: 58367c7e-7776-4417-a3a1-cf296cde73f6
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:25:39.743Z
reason:
  Existing candidate 2 explicitly states both `agents.defaults.compaction.memoryFlush.prompt` and `systemPrompt` are customizable, covering the new fact.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The parameter `agents.defaults.compaction.memoryFlush.systemPrompt` is customizable","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a141403a-1862-41a1-8e59-2fff188f8260
memory_id: d0fdcaa9-3e18-4f8c-b26d-c3faa921c3e8
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:26:22.010Z
reason:
  New fact is already covered by existing candidate 1 (learning type) with detailed partial implementation info.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"","targetContent":null,"confidence":0.9,"fact":{"content":"The OpenCode implementation at `~/.config/opencode/memory.mjs` is marked as a partial implementation","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7752af11-dedd-4d2a-87b4-0bf2447c0399
memory_id: d0fdcaa9-3e18-4f8c-b26d-c3faa921c3e8
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:26:22.010Z
reason:
  The new fact is fully covered by existing candidate 4382947b-87d5-4d6a-a809-d47dc6a6d21b which already describes the hook's availability, limitations, and context

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The `experimental.session.compacting` hook is available for use in the OpenCode implementation","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 980a66fb-a10b-4748-89b9-6f9e7d967f9b
memory_id: d0fdcaa9-3e18-4f8c-b26d-c3faa921c3e8
event: none
changed_by: pipeline-v2
reason: New fact refines existing hook implementation with updated context string
created_at: 2026-02-24T09:26:22.012Z
metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"4382947b-87d5-4d6a-a809-d47dc6a6d21b","targetContent":"### OpenCode ⚠️ PARTIAL IMPLEMENTATION\n\n**Location:** `~/.config/opencode/memory.mjs`\n\n**Available Hook:** `experimental.session.compacting`\n\n**Current Implementation:**\n```javascript\n\"experimental.session.compacting\": async (input, output) => {\n    output.context.push('[memory active: /remember to save, /recall to query]')\n}\n```\n\n**Limitations:**\n- Only adds context reminder during compaction\n- Does NOT trigger a full agent turn for memory saving\n- Cannot execute memory save operations before compaction\n\n**Available Hooks (OpenCode Plugin API):**\n- `experimental.chat.messages.transform` - transform chat messages\n- `experimental.chat.system.transform` - transform system prompt\n- `experimental.session.compacting` - hook during compaction (limited)\n- `experimental.text.complete` - text completion hook\n\n**What's Missing:**\n1. Token monitoring before compaction threshold\n2. Ability to inject a memory flush turn before compaction\n3. State tracking for flush operations\n\n**Possible Enhancement:**\nThe plugin API would need a new hook like `experimental.session.preCompaction` that:\n- Receives current token count\n- Can inject a system message\n- Can pause compaction until agent responds\n- Can execute tool calls (like memory save)\n\n---","confidence":0.8,"fact":{"content":"The `experimental.session.compacting` hook appends '[memory active: /remember to /think' to the output.context array","type":"fact","confidence":0.8},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"4382947b-87d5-4d6a-a809-d47dc6a6d21b","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6281d096-af19-4fa5-9283-79f3a255e1cf
memory_id: 2cf9db35-a296-4107-ae78-10136cafc527
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:27:20.473Z
reason:
  The new fact is already explicitly covered in candidate 1's limitations section about the OpenCode Plugin API not triggering full agent turns for memory saving.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The OpenCode Plugin API does not trigger a full agent turn for memory saving operations","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 74b2b0f7-2cd4-4cda-a9d1-d55b8a4a68c4
memory_id: 6e0d4b73-8d63-4660-8fd3-a545b4b6005e
event: created
new_content: The OpenCode Plugin API cannot execute memory save operations before compaction completes
changed_by: pipeline-v2
created_at: 2026-02-24T09:27:20.473Z
reason:
  New fact provides a specific rule that aligns with the existing test verification process, refining the context without contradiction.

metadata:
  {"proposedAction":"add","sourceMemoryId":"2cf9db35-a296-4107-ae78-10136cafc527","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: 321c7e22-cf6a-4fe3-a19c-68b695b61aaa
memory_id: 2cf9db35-a296-4107-ae78-10136cafc527
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:27:20.473Z
reason:
  New fact provides a specific rule that aligns with the existing test verification process, refining the context without contradiction.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":"a91dc76a-6701-4666-a53c-732f64ec2f0e","targetContent":"## Test Verification\n\nTo verify pre-compaction flush is working:\n1. Start a long session that approaches context limit\n2. Check if memory save operations occur before compaction\n3. Verify saved memories contain session decisions, facts, progress, todos\n4. Confirm NO_REPLY is stripped from user output\n\n**OpenClaw Test:**\n```bash","confidence":0.95,"fact":{"content":"The OpenCode Plugin API cannot execute memory save operations before compaction completes","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":"6e0d4b73-8d63-4660-8fd3-a545b4b6005e","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 24d25e92-ecd2-438d-8ba1-0d26853900b8
memory_id: 2cf9db35-a296-4107-ae78-10136cafc527
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:27:20.474Z
reason:
  Existing candidate already contains the same information about the OpenCode Plugin API's context reminder limitation during compaction phases.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The OpenCode Plugin API only adds context reminder during memory compaction phases","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 79605b8c-d819-46c7-ba9b-45c358e79864
memory_id: caef1022-a304-483e-8116-c52779ca7ab1
event: created
changed_by: pipeline-v2
created_at: 2026-02-24T09:27:20.474Z
new_content:
  The OpenCode Plugin API provides the `experimental.chat.messages.transform` hook for memory processing

reason:
  New fact introduces a distinct hook `experimental.chat.messages.transform` not covered by existing candidate's `experimental.chat.system.transform`

metadata:
  {"proposedAction":"add","sourceMemoryId":"2cf9db35-a296-4107-ae78-10136cafc527","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"qwen3:8b"}


id: 314c5cfd-39be-4508-bb08-be8519615cc5
memory_id: 2cf9db35-a296-4107-ae78-10136cafc527
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:27:20.474Z
reason:
  New fact introduces a distinct hook `experimental.chat.messages.transform` not covered by existing candidate's `experimental.chat.system.transform`

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The OpenCode Plugin API provides the `experimental.chat.messages.transform` hook for memory processing","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":"caef1022-a304-483e-8116-c52779ca7ab1","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0b2b9494-de04-4ceb-899c-895905fdf985
memory_id: 7089a837-ab9b-40b5-acfe-4eb2f062365f
event: created
new_content: The OpenCode Plugin API includes the `tra /think` hook for memory-related operations
changed_by: pipeline-v2
reason: New fact introduces specific OpenCode Plugin API hook not covered by existing Open Agents patterns
created_at: 2026-02-24T09:27:20.476Z
metadata:
  {"proposedAction":"add","sourceMemoryId":"2cf9db35-a296-4107-ae78-10136cafc527","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: e2d45dbd-e554-4979-a43d-b96b7becc6ff
memory_id: 2cf9db35-a296-4107-ae78-10136cafc527
event: none
changed_by: pipeline-v2
reason: New fact introduces specific OpenCode Plugin API hook not covered by existing Open Agents patterns
created_at: 2026-02-24T09:27:20.476Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The OpenCode Plugin API includes the `tra /think` hook for memory-related operations","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":5,"createdMemoryId":"7089a837-ab9b-40b5-acfe-4eb2f062365f","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 42d9ab37-f9cd-4262-a259-8d53c870f881
memory_id: df0a4ff0-cf70-4c0b-8755-bdbc3baaabc0
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:27:51.035Z
reason:
  The new fact is already explicitly covered in existing candidate 2's content about the `experimental.chat.system.transform` feature.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":1,"fact":{"content":"The `experimental.chat.system.transform` feature is a system prompt transform","type":"fact","confidence":1},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ece8d69b-2511-426a-ba46-d4cae248e3f9
memory_id: 335aaf81-ef89-42c7-94ec-a71d3571e02a
event: created
new_content: The `experimental.session.compacting` feature is a hook during compaction with limited scope
changed_by: pipeline-v2
reason: New fact provides additional context about the hook's scope not covered by existing candidate
created_at: 2026-02-24T09:27:51.035Z
metadata:
  {"proposedAction":"add","sourceMemoryId":"df0a4ff0-cf70-4c0b-8755-bdbc3baaabc0","decisionConfidence":1,"factConfidence":1,"extractionModel":"qwen3:8b"}


id: 641158ed-8c67-48eb-960f-f90a13b6d685
memory_id: df0a4ff0-cf70-4c0b-8755-bdbc3baaabc0
event: none
changed_by: pipeline-v2
reason: New fact provides additional context about the hook's scope not covered by existing candidate
created_at: 2026-02-24T09:27:51.035Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":1,"fact":{"content":"The `experimental.session.compacting` feature is a hook during compaction with limited scope","type":"fact","confidence":1},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":"335aaf81-ef89-42c7-94ec-a71d3571e02a","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8b6b3ef2-8062-4094-bb14-cddbd203c717
memory_id: df0a4ff0-cf70-4c0b-8755-bdbc3baaabc0
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:27:51.036Z
reason:
  New fact exactly matches existing candidate 2's description of `experimental.text.complete` as a text completion hook.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"df0a4ff0-cf70-4c0b-8755-bdbc3baaabc0","targetContent":"nsform chat messages - `experimental.chat.system.transform` - transform system prompt - `experimental.session.compacting` - hook during compaction (limited) - `experimental.text.complete` - text completion hook **What's Missing:** 1.","confidence":1,"fact":{"content":"The `experimental.text.complete` feature is a text completion hook","type":"fact","confidence":1},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7693dfa9-5a78-4c20-89da-cdb8dbc7bf2a
memory_id: ab2c9f57-37bd-420b-8475-d5b176a91f67
event: created
new_content: The 'What's Missing' section lists an incomplete feature entry: 1. /think
changed_by: pipeline-v2
created_at: 2026-02-24T09:27:51.037Z
reason:
  No existing candidate addresses the 'What's Missing' section's incomplete feature entry specifically.

metadata:
  {"proposedAction":"add","sourceMemoryId":"df0a4ff0-cf70-4c0b-8755-bdbc3baaabc0","decisionConfidence":0.8,"factConfidence":0.8,"extractionModel":"qwen3:8b"}


id: 749e3e43-a606-4e3a-a82b-1b997eaf9646
memory_id: df0a4ff0-cf70-4c0b-8755-bdbc3baaabc0
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:27:51.037Z
reason:
  No existing candidate addresses the 'What's Missing' section's incomplete feature entry specifically.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":"","targetContent":null,"confidence":0.8,"fact":{"content":"The 'What's Missing' section lists an incomplete feature entry: 1. /think","type":"fact","confidence":0.8},"extractionModel":"qwen3:8b","factCount":4,"entityCount":4,"createdMemoryId":"ab2c9f57-37bd-420b-8475-d5b176a91f67","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a6959dd6-dd4f-424d-97d0-5b298fcd46b6
memory_id: 1cafa48c-83c5-480c-af65-29699edc7983
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:28:42.180Z
reason:
  New fact is a subset of existing candidate 1's content about token monitoring before compaction threshold 2.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"1cafa48c-83c5-480c-af65-29699edc7983","targetContent":"Token monitoring before compaction threshold 2. Ability to inject a memory flush turn before compaction 3.","confidence":0.9,"fact":{"content":"Token monitoring is performed before the compaction threshold of 2","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2d713500-c45c-42da-b7f7-d8cc3923c73b
memory_id: 1cafa48c-83c5-480c-af65-29699edc7983
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:28:42.180Z
reason:
  New fact is already covered by existing candidate 3 which explicitly mentions the ability to inject a memory flush turn before compaction 3.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"1cafa48c-83c5-480c-af65-29699edc7983","targetContent":"Token monitoring before compaction threshold 2. Ability to inject a memory flush turn before compaction 3.","confidence":0.9,"fact":{"content":"The system has the ability to inject a memory flush turn before compaction 3","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a0276c1f-2b1a-4365-806f-32fd1e86c87d
memory_id: dc02d3ec-52fe-4568-9b77-d02a276331ee
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:30:17.064Z
reason:
  New fact aligns with existing candidates' discussion on the experimental.session.preCompaction hook, confirming its proposal and features without adding novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The plugin API proposes a new hook called experimental.session.preCompaction for state tracking during flush operations","type":"decision","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 13956cb5-a604-4ad8-968c-5ae8e3cb9c60
memory_id: a3c49876-5a82-4463-843c-89cf1a6557e5
event: created
new_content: The experimental.session.preCompaction hook receives the current token count as input
changed_by: pipeline-v2
created_at: 2026-02-24T09:30:17.065Z
reason:
  New fact provides specific input detail for existing hook, refining the existing candidate's procedural context

metadata:
  {"proposedAction":"add","sourceMemoryId":"dc02d3ec-52fe-4568-9b77-d02a276331ee","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: a92a8abc-3c35-4673-9b21-c4400f2d186b
memory_id: dc02d3ec-52fe-4568-9b77-d02a276331ee
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:30:17.065Z
reason:
  New fact provides specific input detail for existing hook, refining the existing candidate's procedural context

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":"b7a375ff-41d1-4be7-bd92-13f6b52e006b","targetContent":"### For OpenCode\n\n1. Request new hook: `experimental.session.preCompaction`\n2. This hook should receive token count and allow injecting messages\n3. Alternative: Document that pre-compaction flush requires harness-level changes","confidence":0.9,"fact":{"content":"The experimental.session.preCompaction hook receives the current token count as input","type":"procedural","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":4,"createdMemoryId":"a3c49876-5a82-4463-843c-89cf1a6557e5","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6165c97f-a1c3-4ac0-b20d-1edf3ae5ae0d
memory_id: 21c41364-f0ff-4154-8cbc-eee9f6d9291b
event: created
new_content: The experimental.session.preCompaction hook can inject a system message into the session
changed_by: pipeline-v2
created_at: 2026-02-24T09:30:17.066Z
reason:
  New fact provides specific procedural detail about the hook's capability not fully covered by existing candidate

metadata:
  {"proposedAction":"add","sourceMemoryId":"dc02d3ec-52fe-4568-9b77-d02a276331ee","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: 7ddd2b14-640c-4534-8daa-4d1be8839fdc
memory_id: dc02d3ec-52fe-4568-9b77-d02a276331ee
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:30:17.066Z
reason:
  New fact provides specific procedural detail about the hook's capability not fully covered by existing candidate

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The experimental.session.preCompaction hook can inject a system message into the session","type":"procedural","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":4,"createdMemoryId":"21c41364-f0ff-4154-8cbc-eee9f6d9291b","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7596b87d-f55f-4829-aa64-df24cbe185eb
memory_id: c9ef6363-b4e4-467d-ab4c-64f31f506ebc
event: created
new_content: The experimental.session.preCompaction hook can pause compaction until the agent responds
changed_by: pipeline-v2
created_at: 2026-02-24T09:30:17.066Z
reason:
  New fact introduces specific functionality of the preCompaction hook not covered by existing candidates

metadata:
  {"proposedAction":"add","sourceMemoryId":"dc02d3ec-52fe-4568-9b77-d02a276331ee","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: 7b48733c-4dfb-4c6d-acd3-373a807ebf8b
memory_id: dc02d3ec-52fe-4568-9b77-d02a276331ee
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:30:17.066Z
reason:
  New fact introduces specific functionality of the preCompaction hook not covered by existing candidates

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The experimental.session.preCompaction hook can pause compaction until the agent responds","type":"procedural","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":4,"createdMemoryId":"c9ef6363-b4e4-467d-ab4c-64f31f506ebc","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7bd45238-1ef5-49c8-9b34-47b907886ece
memory_id: dc02d3ec-52fe-4568-9b77-d02a276331ee
event: updated
new_content: The experimental.session.preCompaction hook can execute tool calls such as memory save operations
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:30:17.067Z
actor_type: pipeline
old_content:
  State tracking for flush operations **Possible Enhancement:** The plugin API would need a new hook like `experimental.session.preCompaction` that: - Receives current token count - Can inject a system message - Can pause compaction until agent responds - Can execute tool calls (like memory save) ---

reason:
  The new fact confirms the capability of the experimental.session.preCompaction hook to execute tool calls, aligning with the learning content in candidate 3.


id: 79f8ca5d-bcf1-4838-b67b-716936129b9e
memory_id: dc02d3ec-52fe-4568-9b77-d02a276331ee
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:30:17.068Z
reason:
  The new fact confirms the capability of the experimental.session.preCompaction hook to execute tool calls, aligning with the learning content in candidate 3.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"dc02d3ec-52fe-4568-9b77-d02a276331ee","targetContent":"State tracking for flush operations **Possible Enhancement:** The plugin API would need a new hook like `experimental.session.preCompaction` that: - Receives current token count - Can inject a system message - Can pause compaction until agent responds - Can execute tool calls (like memory save) ---","confidence":0.9,"fact":{"content":"The experimental.session.preCompaction hook can execute tool calls such as memory save operations","type":"procedural","confidence":0.9},"extractionModel":"qwen3:8b","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"dc02d3ec-52fe-4568-9b77-d02a276331ee","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e240330e-c25e-4446-970b-c34adcd65719
memory_id: 21b2fd69-56da-4314-8e36-b0daff38712a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:30:54.830Z
reason:
  New fact is fully covered by existing candidate [2], which already includes the eviction notice date, address, amounts, and contextual details about Nicholai's situation.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"","targetContent":null,"confidence":1,"fact":{"content":"Eviction notice for Nicholai is due on Feb 17, 2026 at midnight","type":"fact","confidence":1},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 51e6dbb5-d5ec-4108-bd2c-473d41731064
memory_id: 21b2fd69-56da-4314-8e36-b0daff38712a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:30:54.830Z
reason:
  New fact is fully covered by existing candidate [1] and [2] which contain identical eviction amount breakdown

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"","targetContent":null,"confidence":1,"fact":{"content":"Eviction notice amount is $2,485.16, comprising $2,265 rent and $220.16 fees/utilities","type":"fact","confidence":1},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d29abeaa-daf5-4063-b424-33c25220bdf9
memory_id: 21b2fd69-56da-4314-8e36-b0daff38712a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:30:54.830Z
reason:
  New fact is fully contained within existing candidate 1's content about Nicholai's eviction notice address.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"","targetContent":null,"confidence":1,"fact":{"content":"Eviction notice address is 655 S. Sierra Madre St","type":"fact","confidence":1},"extractionModel":"qwen3:8b","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bcda94e3-d0dd-4dd6-81bd-56c82e34f830
memory_id: b54c92ea-ccc9-4a6a-ab05-03488051863a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:31:36.931Z
reason:
  New fact matches existing candidate 1's property address and name exactly, with no additional information to merge

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"b54c92ea-ccc9-4a6a-ab05-03488051863a","targetContent":"342, Colorado Springs, CO 80903 - Property: Experience at The Epicenter - Notice served: Feb 5, 2026 at 11:54 AM **Living Situation:** - Lives with girlfriend/roommate Amari Rodriguez (both on lease) - Nicholai pays: rent, utilities, majority of bills - Nicholai does: all cat care (litter, feeding,","confidence":0.95,"fact":{"content":"The property at 342, Colorado Springs, CO 80903 is named Experience at The Epicenter","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1169f6e4-1e23-4e92-9152-aa309b9a0d66
memory_id: b54c92ea-ccc9-4a6a-ab05-03488051863a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:31:36.931Z
reason:
  New fact is fully covered by existing candidate 1 which contains identical eviction notice details including date, time, address, and property information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A notice was served on Feb 5, 2026 at 11:54 AM for the property at 342, Colorado Springs, CO 80903","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8f199885-4ce5-428b-bc68-a1dfe6e27340
memory_id: b54c92ea-ccc9-4a6a-ab05-03488051863a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:31:36.931Z
reason:
  New fact is fully covered by existing candidate 1 which contains identical address, occupants, and lease details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Nicholai resides with his girlfriend/roommate Amari Rodriguez at 342, Colorado Springs, CO 80903","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1a8bc380-3f6d-4ae9-9fd3-399332ba1a57
memory_id: b54c92ea-ccc9-4a6a-ab05-03488051863a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:31:36.931Z
reason:
  Existing candidate 1 already contains the same information about Nicholai paying rent, utilities, and majority of bills for 342, Colorado Springs, CO 80903

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Nicholai pays rent, utilities, and majority of bills for the property at 342, Colorado Springs, CO 80903","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8a1189a7-99a1-42f3-bdd6-32cb27afeb02
memory_id: b54c92ea-ccc9-4a6a-ab05-03488051863a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:31:36.931Z
reason:
  Existing candidate 2 already contains the same information about Nicholai's cat care responsibilities at the specified address.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Nicholai is responsible for all cat care tasks (litter, feeding, etc.) at 342, Colorado Springs, CO 80903","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8b4aae3d-ef57-496e-9a76-a58bae7fad06
memory_id: b54c92ea-ccc9-4a6a-ab05-03488051863a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:31:36.931Z
reason:
  Existing candidate 1 already contains information about Amari Rodriguez and Nicholai sharing the lease for 342, Colorado Springs, CO 80903

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Amari Rodriguez shares the lease for the property at 342, Colorado Springs, CO 80903 with Nicholai","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ee6c38cc-ed51-4f6b-b38f-0d6724aa3427
memory_id: abcb9cb2-e041-4e08-bd3c-e93214701c3c
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:32:48.152Z
reason:
  New fact is already fully covered by existing candidate 2 which explicitly states 'Amari works 4 days/week'

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Amari works 4 days per week","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 57940513-b495-4ff6-afdc-7017149339f6
memory_id: abcb9cb2-e041-4e08-bd3c-e93214701c3c
event: none
changed_by: pipeline-v2
reason: Existing candidate 2 already contains the same information about Nicholai's work schedule.
created_at: 2026-02-24T09:32:48.152Z
metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai works 7 days per week with 16 hours of work each day","type":"fact","confidence":0.95},"extractionModel":"qwen3:8b","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fe6a5d67-a418-44b7-8c92-990fd7452d6c
memory_id: abcb9cb2-e041-4e08-bd3c-e93214701c3c
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:32:48.152Z
reason:
  Existing candidate 1 already explicitly states the strained relationship with frequent arguments and detailed context about work conflicts and eviction risks.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The relationship between Amari and Nicholai is very strained with frequent arguments","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6e04a664-d324-49bc-8757-6b1b63b9ca09
memory_id: 5aefa3bd-9673-4575-a65d-0f541090aa0a
event: created
new_content: The team is transitioning from VFX to development since August 2025
changed_by: pipeline-v2
reason: New fact about team transition not covered by existing candidates
created_at: 2026-02-24T09:32:48.153Z
metadata:
  {"proposedAction":"add","sourceMemoryId":"abcb9cb2-e041-4e08-bd3c-e93214701c3c","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: 82c2127c-7fbb-4bbc-bcfd-c928d30fa138
memory_id: abcb9cb2-e041-4e08-bd3c-e93214701c3c
event: none
changed_by: pipeline-v2
reason: New fact about team transition not covered by existing candidates
created_at: 2026-02-24T09:32:48.153Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The team is transitioning from VFX to development since August 2025","type":"decision","confidence":0.9},"extractionModel":"qwen3:8b","factCount":6,"entityCount":5,"createdMemoryId":"5aefa3bd-9673-4575-a65d-0f541090aa0a","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 99aac04d-ad7d-475c-ade6-9e82bb8965ae
memory_id: abcb9cb2-e041-4e08-bd3c-e93214701c3c
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:32:48.154Z
reason:
  New fact is redundant with existing candidate 2, which already states the transition from VFX to development was due to physical toll and unsustainability.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"abcb9cb2-e041-4e08-bd3c-e93214701c3c","targetContent":"vet) - Amari works 4 days/week, Nicholai works 7 days, 16 hours/day - Relationship very strained - constant arguments, especially when he prioritizes work **Work Situation:** - Transitioning from VFX to development (since August 2025) - VFX taking physical toll, not sustainable - Missed $1800 dead","confidence":0.9,"fact":{"content":"The transition from VFX to development was made due to the physical toll of VFX work and its unsustainability. VFX was rejected because it is not sustainable and causes physical strain.","type":"rationale","confidence":0.9},"extractionModel":"qwen3:8b","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cc375307-7698-471c-8400-1f5adac0802a
memory_id: b90f785d-e3c6-4005-810e-39d23dcf9b7d
event: created
new_content: The team missed $1800 in potential revenue due to the transition from VFX to development
changed_by: pipeline-v2
created_at: 2026-02-24T09:32:48.154Z
reason:
  New fact about revenue loss during VFX-to-development transition has no overlap with existing candidates about communication issues or project management dashboard

metadata:
  {"proposedAction":"add","sourceMemoryId":"abcb9cb2-e041-4e08-bd3c-e93214701c3c","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"qwen3:8b"}


id: 9933c231-cd29-468d-8c4d-9c9ea27dd463
memory_id: abcb9cb2-e041-4e08-bd3c-e93214701c3c
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:32:48.154Z
reason:
  New fact about revenue loss during VFX-to-development transition has no overlap with existing candidates about communication issues or project management dashboard

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The team missed $1800 in potential revenue due to the transition from VFX to development","type":"fact","confidence":0.9},"extractionModel":"qwen3:8b","factCount":6,"entityCount":5,"createdMemoryId":"b90f785d-e3c6-4005-810e-39d23dcf9b7d","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 41cd7e9a-f5b3-4167-99db-e6a3496ffaff
memory_id: 6e2ad392-dd8a-4140-bd17-2d46420c07aa
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:34:48.648Z
reason:
  New fact is a generalizable communication pattern/personality preference distinct from the specific crisis situation in [1]. While the behavior is evidenced by [1] and [2], extracting it as an explicit pattern helps interpret all future communications across contexts. Raises confidence from 0.65 given clear demonstration in existing memories.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.75,"fact":{"content":"Nicholai expresses difficulty or emotional struggle through dark humor and self-deprecating jokes rather than direct statements of distress","type":"preference","confidence":0.65},"extractionModel":"haiku","factCount":1,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":"low_fact_confidence"}


id: dfd9fe07-734f-49f1-809e-c44fe74ee7f5
memory_id: 993205ae-a7f6-45a0-b526-16c4d328b54b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:35:51.052Z
reason:
  Candidate 1 already covers this fact—it explicitly mentions deleting `src/templates/memory.mjs.ts` as part of the implementation tasks for the connector refactor. No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The refactor involves deleting the template file `src/templates/memory.mjs.ts`","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: ccf567b1-c27e-4702-ac4b-bd7055aaf751
memory_id: 993205ae-a7f6-45a0-b526-16c4d328b54b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:35:51.052Z
reason:
  Candidate [1] already explicitly covers this fact: 'Creating `src/plugin-bundle.ts` as a placeholder (real bundle embedded via build script)'

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The refactor involves creating `src/plugin-bundle.ts` as a placeholder file","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: 122df9f1-c2e4-4d0c-a667-83141c3d23d6
memory_id: 993205ae-a7f6-45a0-b526-16c4d328b54b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:35:51.052Z
reason:
  Candidate [1] (993205ae-a7f6-45a0-b526-16c4d328b54b) already captures this exact concept: 'Creating `src/plugin-bundle.ts` as a placeholder (real bundle embedded via build script)'. The new fact restates existing knowledge without adding new details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The real plugin bundle is embedded into `src/plugin-bundle.ts` via a build script during the build process, rather than being stored directly in source control","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: d9d4d0b3-0852-4d6e-875a-03018e35fc74
memory_id: 8b1b97d4-e685-452e-ac8d-0bfe8a685ba7
event: updated
old_content: The plugin bundle is embedded at build time and written during connector installation.
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:35:51.052Z
actor_type: pipeline
new_content:
[cell repeats an earlier one in this file: 107 characters]

reason:
  New fact provides specific implementation detail about src/plugin-bundle.ts being the placeholder populated by build-time embedding, directly refining candidate 5's statement about build-time embedding


id: b6a4c389-7349-42b4-89f4-c2e674d05102
memory_id: 993205ae-a7f6-45a0-b526-16c4d328b54b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:35:51.054Z
reason:
  New fact provides specific implementation detail about src/plugin-bundle.ts being the placeholder populated by build-time embedding, directly refining candidate 5's statement about build-time embedding

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"8b1b97d4-e685-452e-ac8d-0bfe8a685ba7","targetContent":"The plugin bundle is embedded at build time and written during connector installation.","confidence":0.9,"fact":{"content":"src/plugin-bundle.ts serves as a placeholder that gets populated by the build-time bundle embedding process","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"8b1b97d4-e685-452e-ac8d-0bfe8a685ba7","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d24cba7b-1e54-4e32-965b-0aa46ce9fda7
memory_id: e3500504-74fb-4df7-bbfa-e71910bb2275
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:37:15.246Z
actor_type: pipeline
old_content:
  Creating `scripts/embed-plugin.ts` to embed the compiled plugin from `../opencode-plugin/dist/signet.mjs` 4. Refactoring `install()` to ensure plugins directory exists, handle legacy migration, write bundled plugin, and skip config patching 5.

new_content:
  The scripts/embed-plugin.ts file was created in @signet/connector-opencode to embed the compiled plugin from ../opencode-plugin/dist/signet.mjs

reason:
  New fact confirms the creation of scripts/embed-plugin.ts with specific implementation details. Candidate [1] covers the same work item but reads as part of a task list. Merging the new fact provides clearer confirmation that this work was completed.


id: ae658d0f-25ea-40f4-ac6c-32cd796a6ecd
memory_id: e3500504-74fb-4df7-bbfa-e71910bb2275
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:37:15.247Z
reason:
  New fact confirms the creation of scripts/embed-plugin.ts with specific implementation details. Candidate [1] covers the same work item but reads as part of a task list. Merging the new fact provides clearer confirmation that this work was completed.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"e3500504-74fb-4df7-bbfa-e71910bb2275","targetContent":"Creating `scripts/embed-plugin.ts` to embed the compiled plugin from `../opencode-plugin/dist/signet.mjs` 4. Refactoring `install()` to ensure plugins directory exists, handle legacy migration, write bundled plugin, and skip config patching 5.","confidence":0.85,"fact":{"content":"The scripts/embed-plugin.ts file was created in @signet/connector-opencode to embed the compiled plugin from ../opencode-plugin/dist/signet.mjs","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"e3500504-74fb-4df7-bbfa-e71910bb2275","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 631185e1-7857-450b-838b-178d83c0a129
memory_id: e3500504-74fb-4df7-bbfa-e71910bb2275
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:37:15.247Z
reason:
  Candidate [2] already captures this exact detail: 'Refactoring `install()` to ensure plugins directory exists, handle legacy migration, write bundled plugin, and skip config patching'. The new fact is a specific instance of the broader refactoring already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The install() function in @signet/connector-opencode was refactored to ensure the OpenCode plugins directory exists before writing the plugin","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ac3e22cf-98f2-4be1-abbd-65caa116b9f1
memory_id: e3500504-74fb-4df7-bbfa-e71910bb2275
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:37:15.247Z
reason:
  Candidate [2] already documents the install() refactoring and explicitly mentions 'handle legacy migration' as part of it. New fact is less detailed than existing memory and adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The install() function in @signet/connector-opencode was refactored to handle legacy plugin migration","type":"procedural","confidence":0.8},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6caf6729-d202-4eab-b5d3-370ad829ff8b
memory_id: e3500504-74fb-4df7-bbfa-e71910bb2275
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:37:15.247Z
reason:
  New fact is already covered by existing memories [2] and [4]. Candidate [4] explicitly states 'writes the bundled plugin to ~/.config/opencode/plugins/signet.mjs' which captures this procedural detail. Candidate [2] also mentions 'Refactoring install() to...write bundled plugin'. No new information is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The install() function in @signet/connector-opencode was refactored to write the bundled plugin to the user's OpenCode plugins directory","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fe92e8f2-1be2-4a75-bb6e-6fe02bccc1d0
memory_id: e3500504-74fb-4df7-bbfa-e71910bb2275
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:37:15.247Z
reason:
  Candidate [2] already documents this exact detail: 'skip config patching' is explicitly mentioned as part of the install() refactoring. Candidate [5] explains the architectural rationale (auto-discovery). The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The install() function in @signet/connector-opencode was refactored to skip config patching (unlike other connectors)","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5b2e4843-e004-4f3f-ae8c-a9bf3611b45d
memory_id: 677aec8d-8e6f-4f08-8c09-1174cfc59c6d
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:38:20.662Z
reason:
  Candidate 3 (677aec8d) already documents this exact procedure: 'Adding migrateFromLegacy() method to clean up old memory.mjs references from config files'. New fact is covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A migrateFromLegacy() method is being added to @signet/connector-opencode to clean up old memory.mjs references from config files","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1197cd79-4329-43b6-aef8-69be39f0b507
memory_id: 677aec8d-8e6f-4f08-8c09-1174cfc59c6d
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:38:20.662Z
reason:
  Candidate [3] already captures this exact detail: 'Updating uninstall() to remove the bundled plugin and call migration cleanup' as item 6. The new fact provides no additional information beyond what's already documented in that procedural memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The uninstall() method in @signet/connector-opencode is being updated to remove the bundled plugin and invoke migration cleanup","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d4847429-12ee-4f6f-88e4-787fab51c6dd
memory_id: 677aec8d-8e6f-4f08-8c09-1174cfc59c6d
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:38:20.662Z
reason:
  Candidate [3] already documents this exact change: 'Simplifying `isInstalled()` to just check for `plugins/signet.mjs` existence'. The new fact is already covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The isInstalled() method in @signet/connector-opencode is being simplified to check only for the existence of ~/.config/opencode/plugins/signet.mjs","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e37cc457-ab1b-4657-967f-3edd62d05c42
memory_id: 677aec8d-8e6f-4f08-8c09-1174cfc59c6d
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:38:20.662Z
actor_type: pipeline
old_content:
  Adding `migrateFromLegacy()` method to clean up old memory.mjs references from config files 6. Updating `uninstall()` to remove the bundled plugin and call migration cleanup 7. Simplifying `isInstalled()` to just check for `plugins/signet.mjs` existence 8.

new_content:
  The @signet/connector-opencode package is transitioning from a legacy memory.mjs-based plugin system to a bundled signet.mjs plugin system, requiring migration cleanup during uninstall

reason:
  New fact is a high-level rationale explaining the transition story and migration requirement. Candidate [3] contains the specific implementation details (migrateFromLegacy, uninstall, isInstalled). Merging adds essential context to the procedural memory about why these migration cleanup steps are needed.


id: c88e405b-ec92-4bf3-9bb7-8578c298a936
memory_id: 677aec8d-8e6f-4f08-8c09-1174cfc59c6d
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:38:20.663Z
reason:
  New fact is a high-level rationale explaining the transition story and migration requirement. Candidate [3] contains the specific implementation details (migrateFromLegacy, uninstall, isInstalled). Merging adds essential context to the procedural memory about why these migration cleanup steps are needed.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"677aec8d-8e6f-4f08-8c09-1174cfc59c6d","targetContent":"Adding `migrateFromLegacy()` method to clean up old memory.mjs references from config files 6. Updating `uninstall()` to remove the bundled plugin and call migration cleanup 7. Simplifying `isInstalled()` to just check for `plugins/signet.mjs` existence 8.","confidence":0.85,"fact":{"content":"The @signet/connector-opencode package is transitioning from a legacy memory.mjs-based plugin system to a bundled signet.mjs plugin system, requiring migration cleanup during uninstall","type":"rationale","confidence":0.8},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"677aec8d-8e6f-4f08-8c09-1174cfc59c6d","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8be6092c-5bad-41a5-9b02-12158092c0c4
memory_id: be6b25ec-ef84-4323-9fc7-425e110e34da
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:39:43.657Z
reason:
  Existing candidate [1] already explicitly documents this incident: 'Missed $1800 deadline due to hours-long argument when he said he needed to work.' The new fact is fully covered in the comprehensive housing/personal situation memory, which provides necessary context about the relationship dynamics and pattern.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The person experienced an hours-long argument with their romantic partner when they stated they needed to work","type":"fact","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: 40f09481-5514-444d-85ff-24abefec8841
memory_id: be6b25ec-ef84-4323-9fc7-425e110e34da
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:39:43.658Z
reason:
  New fact is already comprehensively covered in candidate [1], which explicitly states 'Can't focus at home due to relationship conflict' with full context about Amari, the eviction, and the work-rent-conflict dynamic. No new information or refinement to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The person cannot focus on work at home due to relationship conflict with their partner","type":"fact","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: 01b9e393-d18f-4d6d-840b-592395465617
memory_id: be6b25ec-ef84-4323-9fc7-425e110e34da
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:39:43.658Z
reason:
  Candidate [1] already comprehensively documents exhaustion and frustration about the housing situation. The new fact is a summary-level observation that's explicitly mentioned in the existing detailed memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The person is currently exhausted and frustrated about their living situation","type":"fact","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: 234ab8a5-f34a-4b30-8ca2-012b2b7dbdd4
memory_id: be6b25ec-ef84-4323-9fc7-425e110e34da
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:39:43.658Z
reason:
  Existing memory [1] already explicitly captures this preference in its final line: 'loves the apartment but can't sustain it if he can't work'. The new fact is subsumed within the broader housing/relationship context already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The person loves their apartment despite current difficulties","type":"preference","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: 4938c6a6-61a1-41d9-957e-00b86cea3220
memory_id: be6b25ec-ef84-4323-9fc7-425e110e34da
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:39:43.658Z
reason:
  This fact is already explicitly covered in candidate [1], which contains 'loves the apartment but can't sustain it if he can't work.' The new fact is a direct restatement of existing knowledge.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The person cannot sustain living in their apartment if they are unable to work","type":"fact","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: ba08830e-8954-48d1-b25f-86ab6d426327
memory_id: be6b25ec-ef84-4323-9fc7-425e110e34da
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:39:43.658Z
reason:
  The cyclical constraint (work → arguments → can't work → missed deadlines → can't pay rent) is already comprehensively documented in candidate [1] under 'Key dynamic'. The new fact restates this relationship without adding new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"There is a cyclical constraint: the person needs to work to pay rent, but working triggers arguments with their partner, which prevents effective work, which threatens their ability to sustain the apartment","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6283ea93-e11a-41d9-9c73-3cafb11c640c
memory_id: 45d0b122-9294-4c7d-9e45-4f24bd0f050e
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:40:47.888Z
reason:
  New fact is already comprehensively covered by candidate [2], which includes specific eviction details ($2,485.16, Feb 17 deadline), root causes (work/relationship cycle preventing income), and current state assessment. No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The user faces financial strain from deadlines and income issues that are affecting their ability to pay rent","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: 4db68d87-ae41-4e30-93e1-16fdcae914d0
memory_id: 45d0b122-9294-4c7d-9e45-4f24bd0f050e
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:40:47.888Z
reason:
  New fact is already explicitly documented in both existing candidates (especially ID 78b20ed0 which comprehensively covers his awareness of the eviction, financial situation, and its implications). No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The user is aware of their financial situation and its implications","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 17b0ccd3-2e75-4b1f-8c15-f0eb90e1e54b
memory_id: 45d0b122-9294-4c7d-9e45-4f24bd0f050e
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:40:47.888Z
reason:
  New fact is already comprehensively covered by candidate [2], which documents the exhaustion explicitly in context of financial pressures (eviction notice, deadline/income cycle, relationship dynamics blocking work). Candidate [1] also mentions exhaustion tied to deadlines/income. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The user is experiencing exhaustion related to their financial circumstances","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: 5deabc0c-c4e7-44e5-9af6-e49d1f7df819
memory_id: 45d0b122-9294-4c7d-9e45-4f24bd0f050e
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:40:47.888Z
reason:
  Fact already comprehensively captured in candidate 2 (housing/personal situation memory), which explicitly states 'not in immediate crisis' with full context. Candidate 1 also contains this conclusion. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The user's financial situation is not in immediate crisis despite rent payment concerns","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2876d7cc-3732-421e-b2c8-fa4bf8036242
memory_id: 6ecaee61-6a11-4c0c-8def-b315f8e19a6e
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:41:16.031Z
reason:
  Candidate [3] (ID: 6ecaee61) already captures this procedural fact: 'Updating package.json with new build:bundle script'. The new fact is a restatement of the same change.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"A 'build:bundle' npm script is being added or updated in package.json","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":1,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d6673581-79c0-443f-9dce-c66ee5c411ed
memory_id: 8df4c505-33e0-495e-868f-704c030b75be
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:42:02.884Z
reason:
  Candidate 1 already documents this request with full context: the problem (no Brave API key), workarounds, and solutions. The new fact is a subset of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai requested information about late-night restaurants in Colorado Springs","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: 568f6cbc-0ea4-4dfa-93c4-9021b7638fca
memory_id: 8df4c505-33e0-495e-868f-704c030b75be
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:42:02.884Z
reason:
  Existing memory [1] comprehensively covers this exact issue: missing Brave API key, workarounds, and configuration solution. New fact adds no additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Web search failed because no Brave API key is configured in the local environment","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: cb965f80-cdaf-4ca8-8bf7-8bc02af59b60
memory_id: 8df4c505-33e0-495e-868f-704c030b75be
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:42:02.884Z
reason:
  Candidate [1] already contains this exact workaround script reference with location and purpose (curls DuckDuckGo HTML for hours). New fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A workaround script exists at ~/.agents/scripts/local-hours.sh that scrapes DuckDuckGo HTML to retrieve restaurant hours information","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 125eab02-be25-497d-96d7-6a908479c915
memory_id: e82d8413-a9f0-478b-be4b-04f6fa21432f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:43:25.539Z
reason:
  Candidate [1] already comprehensively covers this procedural fact with context (local search scenario), example commands, and related workarounds. New fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `agent-browser` skill should be used for page scraping when curl fails","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: dafac75d-69a4-4b80-9fc3-88de1878c1a0
memory_id: e82d8413-a9f0-478b-be4b-04f6fa21432f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:43:25.539Z
reason:
  Candidate [2] already demonstrates the agent-browser open command with URL syntax (example: agent-browser open "google.com/search?q=business+hours"). The new fact is redundant with existing procedural knowledge.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `agent-browser` skill supports an `open` command to navigate to URLs (syntax: agent-browser open \"url\")","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: 5897a87f-6e26-4f09-b378-272313c20d95
memory_id: e82d8413-a9f0-478b-be4b-04f6fa21432f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:43:25.539Z
reason:
  Candidate #3 already documents the exact command `agent-browser snapshot -i` in an example context. The new fact adds clarification about the purpose of the `-i` flag, but the procedural knowledge is already present in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `agent-browser` skill supports a `snapshot` command with `-i` flag for capturing page state","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: c11068c4-df16-4c96-b22f-b795eb2fc9d2
memory_id: e82d8413-a9f0-478b-be4b-04f6fa21432f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:43:25.539Z
reason:
  Candidate [1] already captures this procedural fact in detail: 'Run `openclaw configure --section web` to add BRAVE_API_KEY for full web search'. The existing memory is more specific (mentions BRAVE_API_KEY) and contextual (part of web search troubleshooting guide). No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Running `openclaw configure --section web` allows configuration of web search capabilities in OpenClaw","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: d8bda1df-d843-43fd-935f-91b1a79f0bcf
memory_id: e82d8413-a9f0-478b-be4b-04f6fa21432f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:43:25.539Z
reason:
  New fact is already covered in candidate [1] which explicitly documents that running `openclaw configure --section web` to add BRAVE_API_KEY is the best fix for web search functionality. Existing memory is more comprehensive with context and workarounds, so no new memory needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"BRAVE_API_KEY configuration via `openclaw configure --section web` enables full web search functionality in OpenClaw","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 31ece342-cf7c-486a-8baa-e027079606cc
memory_id: e82d8413-a9f0-478b-be4b-04f6fa21432f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:43:25.539Z
reason:
  Candidate [1] already explicitly documents BRAVE_API_KEY configuration as the best fix for web search capabilities. New fact is a restatement of the same recommendation without additional details or context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Configuring OpenClaw with BRAVE_API_KEY is considered the most complete solution for web scraping and search capabilities","type":"decision","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: 870441ce-7e34-4695-92bf-6a6ee0d3594d
memory_id: e45e95a8-4131-4175-a07e-72a52bbc9dc1
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:44:46.360Z
reason:
  Fact is already comprehensively covered by existing candidate [1], which contains the same event with additional detail (The Verification Problem section, key insights, image location). No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai's handwritten notes dated 2026-02-14 were added to the permanent note at /mnt/work/obsidian-vault/permanent/ai-isnt-an-expert-at-anything.md","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: ba80210b-d406-4d98-95cf-7f41fb193d90
memory_id: e45e95a8-4131-4175-a07e-72a52bbc9dc1
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:44:46.360Z
reason:
  Existing candidates [1] and [2] already capture this exact information: the addition of 'The Verification Problem' section to the permanent note with the same explanation of why (Domain Expert + AI) > (AI), including supporting details and image reference. Candidate [2] appears to be a duplicate of [1]. No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"A new section titled 'The Verification Problem' was added to the permanent note, explaining why (Domain Expert + AI) > (AI)","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0392c7a9-7401-44dc-ae2b-082294afa4b5
memory_id: e45e95a8-4131-4175-a07e-72a52bbc9dc1
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:44:46.360Z
reason:
  This fact is already comprehensively covered by candidate 1 (ID: 51a03873), which documents the same principle from Nicholai's handwritten notes: 'AI can't verify quality of its own output (just debugging/unit tests)'. The existing memory includes fuller context (Domain Expert + AI pattern, connection to clear goals, skilled articulation requirement). No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"AI cannot verify the quality of its own output—it can only perform debugging and unit testing","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: e449fb31-2bd9-4182-a1bb-1902e98759e4
memory_id: e45e95a8-4131-4175-a07e-72a52bbc9dc1
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:44:46.360Z
reason:
  New fact is already captured in existing candidates [1] and [2]. Both explicitly state 'Effective output requires clear goals' and 'Clear goals require skilled & experienced articulation' as part of 'The Verification Problem' section. No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Effective AI output requires clear goals, which in turn require skilled and experienced articulation from the user","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: 489ba766-53ea-42a9-a2be-56d0b15e7569
memory_id: e45e95a8-4131-4175-a07e-72a52bbc9dc1
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:44:46.360Z
reason:
  This fact is already captured in existing memories. Candidates [1] and [2] both document Nicholai's 2026-02-14 handwritten notes that explicitly state 'AI can't replace real skill, but can 10x output for skilled people' in the context of 'The Verification Problem' section at the permanent Obsidian note.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"AI cannot replace real skill, but can increase output by 10x for people who already possess the relevant skill","type":"rationale","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: ba48d99f-dd96-4d2c-8fa3-3e322ef46d5e
memory_id: e45e95a8-4131-4175-a07e-72a52bbc9dc1
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:44:46.360Z
reason:
  The new fact about the image location is already comprehensively covered by both existing candidates, which include the full context of the notes, their permanent location, key concepts, and the exact image path.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"An image of the handwritten notes was saved to attachments/journal-2026-02/ai-expertise-p28.jpg in the Obsidian vault","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: ba6ce4bd-ef25-4d93-8773-97cb47a483b9
memory_id: 3de6268a-22ce-46f3-9f88-6f49c6667661
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:45:50.881Z
reason:
  Candidate [2] already captures this exact information: 'The GitHub Actions `release.yml` workflow automatically bumps versions, generates changelogs, and pushes back'. The new fact is a reiteration of what's already documented in that memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The GitHub Actions release.yml workflow automatically bumps package versions, generates changelogs, and pushes changes back to the repository following a push to main","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: a56d9dc2-5721-4bae-b9be-99b96f12102e
memory_id: 3de6268a-22ce-46f3-9f88-6f49c6667661
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:45:50.881Z
reason:
  Candidate [1] already explicitly states that the release.yml workflow 'pushes back, leaving the local repo 1 commit behind.' The new fact is already well-captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"After the release.yml workflow runs, the local repository is left 1 commit behind the remote repository","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: d49211d9-83c5-41ad-a790-5de070255cea
memory_id: 3de6268a-22ce-46f3-9f88-6f49c6667661
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:45:50.881Z
reason:
  New fact is already covered by existing candidate 1, which explicitly states the plan was to eliminate manual git pull after pushing to main. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A post-push auto-pull hook was planned to eliminate the need for manual git pull operations after pushing to main","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e8fbcdf5-e375-4392-932e-9e86f514f89d
memory_id: 3de6268a-22ce-46f3-9f88-6f49c6667661
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:45:50.881Z
reason:
  Candidate [2] already captures this exact concept: 'The GitHub Actions release.yml workflow automatically bumps versions, generates changelogs, and pushes back, leaving the local repo 1 commit behind.' The new fact is a restatement of the same mechanism already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The local repository becomes out of sync with the remote because the GitHub Actions release.yml workflow commits and pushes changes back after the initial push to main completes","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8d53d17c-3766-4a0a-8e89-6525a8c91fc9
memory_id: 0c952b80-7ac8-4277-b118-749a1f8166a1
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:46:44.315Z
reason:
  Existing memory [1] already captures this fact with additional context about the git alias and design rationale. Memory [2] provides complementary implementation details about script behavior. No new information or contradiction present.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The post-push synchronization system is implemented using a shell script located at scripts/post-push-sync.sh","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: 0a2e196b-04e5-4a31-9e20-b3015c531dd8
memory_id: 0c952b80-7ac8-4277-b118-749a1f8166a1
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:46:44.315Z
reason:
  Existing memories [3] and [4] already document that the post-push sync implementation uses a shell script with a git alias wrapper. [4] explicitly states the git alias 'pushsync wraps both the push and sync operations', which covers the implementation pattern of the alias invoking the script. New fact adds no material information beyond what's already recorded.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The post-push synchronization system implementation uses a git alias to invoke the shell script","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: 98bdc98a-05ba-41bd-b85a-62b197ce9dd3
memory_id: 0c952b80-7ac8-4277-b118-749a1f8166a1
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:46:44.315Z
reason:
  Candidate [2] already captures this fact: it states the shell script + git alias approach was 'chosen for simplicity and reliability.' The new fact is a restatement of the same decision rationale with implicit comparison to alternatives. No new information would be added by storing or updating.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The shell script and git alias approach was chosen for the post-push synchronization system because it prioritizes simplicity and reliability over other implementation methods","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 96cc517b-a4aa-4e7f-bbd8-ce510d96a153
memory_id: 189438ca-2c35-48b1-bf1d-d88ba1cdce2f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:47:48.419Z
reason:
  Existing memory [2] already documents that the script polls GitHub Actions release workflow and waits for completion. Memory [3] adds implementation details (10-second poll interval, 180-second timeout, gh CLI). New fact is a simplified restatement of already-documented behavior.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A script polls the GitHub Actions release workflow to monitor for job completion","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: 9ca83a69-1018-4a92-83cf-4414c4865dd8
memory_id: 189438ca-2c35-48b1-bf1d-d88ba1cdce2f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:47:48.420Z
reason:
  The 3-minute timeout is already documented in candidates [2] and [3]. Candidate [3] is particularly comprehensive, explicitly stating '180-second timeout' (which equals 3 minutes) and other design details. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The GitHub Actions polling script enforces a 3-minute timeout for workflow completion detection","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: 56b3af4e-9aac-483d-9739-534adb630329
memory_id: 189438ca-2c35-48b1-bf1d-d88ba1cdce2f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:47:48.420Z
reason:
  Candidate [2] already covers this exact behavior: 'The script polls the GitHub Actions release workflow, waits for completion (with a 3-minute timeout), and automatically pulls the release commit back down.' The new fact is a high-level summary of existing detailed memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The script automatically fetches the release commit back to the local repository after workflow completion","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: e4a73d7a-7bba-4b85-8352-55c92be6c2cd
memory_id: 189438ca-2c35-48b1-bf1d-d88ba1cdce2f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:47:48.420Z
reason:
  Candidate [3] already explicitly covers this fact: 'The git alias `pushsync` wraps both the push and sync operations into a single command.' The new fact is a restatement of the same concept with minor emphasis changes (atomic, release workflows) that don't add substantive new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The git alias 'pushsync' atomically combines push and sync operations into a single command for release workflows","type":"semantic","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: 912b3dd2-f664-4669-9eee-45c455f499cb
memory_id: 84616946-63e5-4d70-98e7-0b8d4aa29648
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:49:18.229Z
reason:
  The new fact is already explicitly covered in candidate [4], which states 'only act on main branch pushes' as a key design decision. No new information is being added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The script only acts on commits pushed to the main branch, not on other branches","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e8985261-203a-4245-8b5f-a2dc42020f49
memory_id: 84616946-63e5-4d70-98e7-0b8d4aa29648
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:49:18.229Z
reason:
  Candidate [3] already explicitly covers this fact: 'use GitHub CLI (`gh`) for workflow polling' as a key design decision. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The script uses GitHub CLI (gh) for polling workflow status instead of direct API calls","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5f1b6347-9d94-4097-96e5-d374979f1623
memory_id: 84616946-63e5-4d70-98e7-0b8d4aa29648
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:49:18.229Z
reason:
  Candidate [3] (ID: 84616946-63e5-4d70-98e7-0b8d4aa29648) already explicitly covers this fact: 'poll every 10 seconds with a 180-second timeout' in the context of GitHub workflow polling. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The script polls GitHub workflow status every 10 seconds","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0c55bcc1-722e-46de-81ac-83831b2bf53c
memory_id: 84616946-63e5-4d70-98e7-0b8d4aa29648
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:49:18.229Z
reason:
  Candidate [3] already explicitly covers this fact: 'poll every 10 seconds with a 180-second timeout' is stated as a key design decision for workflow polling. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The script enforces a 180-second timeout for workflow polling operations","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 62697fc9-e2b5-4076-832c-496eaf6e46c8
memory_id: 84616946-63e5-4d70-98e7-0b8d4aa29648
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:49:18.229Z
reason:
  Candidate [4] already documents this exact design decision: 'use `git pull --ff-only` to ensure safe merging'. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The script uses `git pull --ff-only` for merging to ensure only fast-forward merges are performed","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cadeb770-b541-4e83-b44b-fd6b25621ea2
memory_id: 84616946-63e5-4d70-98e7-0b8d4aa29648
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:49:18.229Z
actor_type: pipeline
old_content:
  Key design decisions: only act on main branch pushes, use GitHub CLI (`gh`) for workflow polling, poll every 10 seconds with a 180-second timeout, and use `git pull --ff-only` to ensure safe merging. The script gracefully handles cases where the workflow is skipped or fails.

new_content:
[cell repeats an earlier one in this file: 140 characters]

reason:
  New fact provides the rationale for `git pull --ff-only` already listed as a design decision in candidate [3]. Merging adds important context about why this approach was chosen (preventing non-fast-forward merges, preserving commit history).


id: 1679b3e1-0960-4a4a-856a-018511863ca8
memory_id: 84616946-63e5-4d70-98e7-0b8d4aa29648
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:49:18.230Z
reason:
  New fact provides the rationale for `git pull --ff-only` already listed as a design decision in candidate [3]. Merging adds important context about why this approach was chosen (preventing non-fast-forward merges, preserving commit history).

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"84616946-63e5-4d70-98e7-0b8d4aa29648","targetContent":"Key design decisions: only act on main branch pushes, use GitHub CLI (`gh`) for workflow polling, poll every 10 seconds with a 180-second timeout, and use `git pull --ff-only` to ensure safe merging. The script gracefully handles cases where the workflow is skipped or fails.","confidence":0.9,"fact":{"content":"`git pull --ff-only` was chosen to prevent non-fast-forward merges which could obscure commit history and introduce unintended state changes","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":"84616946-63e5-4d70-98e7-0b8d4aa29648","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4c7ba9f2-5cc9-45fd-b47e-32c4139e957e
memory_id: 84616946-63e5-4d70-98e7-0b8d4aa29648
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:49:18.230Z
reason:
  Candidate [3] already explicitly states: 'The script gracefully handles cases where the workflow is skipped or fails.' The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The script includes error handling that gracefully manages cases where the workflow is skipped or fails","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3a430f6a-6e2e-4d15-8d01-70714f87b9ff
memory_id: 0e6121b6-e374-43e2-a5c0-e362b87eba53
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:50:26.339Z
reason:
  New fact is already captured in candidate [2], which explicitly states Worker-b was assigned tasks #3 and #4 by the team lead for API and CLI documentation updates. Candidate [3] provides additional task-specific details. No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Worker-b was assigned tasks #3 and #4 by the Documentation Audit Team lead to update API and CLI documentation","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 85a39329-079a-466a-9080-db9ffb107b0e
memory_id: 0e6121b6-e374-43e2-a5c0-e362b87eba53
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:50:26.339Z
reason:
  Candidate [1] already captures this fact: tasks #3 and #4 assigned to update API and CLI documentation for embedding and repair functionality. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Tasks #3 and #4 involve updating API and CLI documentation for new embedding and repair functionality","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ea2d8eb0-57ba-4761-a6da-a2f0cdf2d1fb
memory_id: 1386c994-7994-4090-87d8-800bc8873687
event: created
new_content: A Documentation Audit Team exists with a team lead and at least one team member (Worker-b)
changed_by: pipeline-v2
reason: No existing memories match this fact
created_at: 2026-02-24T09:50:26.340Z
metadata:
  {"proposedAction":"add","sourceMemoryId":"0e6121b6-e374-43e2-a5c0-e362b87eba53","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"haiku"}


id: c9a28cc7-4c96-49cf-bcfa-da178eae8245
memory_id: 0e6121b6-e374-43e2-a5c0-e362b87eba53
event: none
changed_by: pipeline-v2
reason: No existing memories match this fact
created_at: 2026-02-24T09:50:26.340Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"A Documentation Audit Team exists with a team lead and at least one team member (Worker-b)","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":6,"createdMemoryId":"1386c994-7994-4090-87d8-800bc8873687","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f2ed2143-8269-4180-b3b9-722ad21cce48
memory_id: f5185032-02fc-441c-ad8f-fe80e37aedeb
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:51:40.351Z
reason:
  Candidate [3] already contains comprehensive details about Task #3 including the three API endpoint sections for API.md (GET /api/embeddings/projection, GET /api/repair/embedding-gaps, POST /api/repair/re-embed). New fact is redundant and lower-fidelity than existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Task #3 involves adding three new API endpoint sections to API.md documentation","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a68750bc-f7e3-4a51-a805-9a3b54753d29
memory_id: f5185032-02fc-441c-ad8f-fe80e37aedeb
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:51:40.351Z
reason:
  This fact is already well-covered by candidates 2 and 3. Candidate 2 explicitly describes the endpoint behavior (fetching pre-computed 2D/3D coordinates via GET /api/embeddings/projection), and candidate 3 documents the task with the same technical detail (server-side UMAP dimensionality reduction). No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The GET /api/embeddings/projection endpoint performs server-side UMAP dimensionality reduction on embedding data","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: d643ed51-ff81-4ae9-9bad-4b6317915df3
memory_id: f5185032-02fc-441c-ad8f-fe80e37aedeb
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:51:40.351Z
reason:
  Candidate [2] (95cae3cd) already comprehensively documents this endpoint: 'fetches pre-computed 2D/3D coordinates from the daemon via GET /api/embeddings/projection?dimensions=2|3'. The new fact that the endpoint 'returns cached 2D or 3D projections' is already covered by the 'pre-computed' language. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The GET /api/embeddings/projection endpoint returns cached 2D or 3D dimensional projections","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: 1f9b84c6-cf47-4a05-93f3-566fef8794f3
memory_id: f5185032-02fc-441c-ad8f-fe80e37aedeb
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:51:40.351Z
reason:
  New fact is already covered by existing candidates [2] and [3], both of which explicitly mention the `dimensions` query parameter for `/api/embeddings/projection` endpoint (specifying 2D or 3D output)

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The GET /api/embeddings/projection endpoint accepts a dimensions query parameter to specify output dimensionality","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d39904fb-cae9-4c31-ae66-50a0e23fab18
memory_id: d19ac356-3d42-4f05-9f54-dfb64bf8de70
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:51:40.351Z
actor_type: pipeline
old_content:
  This reduces client-side computation burden and allows the server to cache expensive layout calculations. Key changes required: 1. **api.ts**: Add `ProjectionNode` and `ProjectionResponse` types, implement `getProjection()` function with polling logic for "computing" status (HTTP 202) 2.

new_content:
  The GET /api/embeddings/projection endpoint supports polling patterns with 202 Accepted HTTP status when computation is in progress

reason:
  New fact clarifies the polling pattern behavior for /api/embeddings/projection endpoint. Existing candidate already mentions HTTP 202 polling logic but is incomplete/truncated. Merge into comprehensive statement about the endpoint's async polling support.


id: 013a4efa-533b-4505-b064-929d127f297a
memory_id: f5185032-02fc-441c-ad8f-fe80e37aedeb
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:51:40.352Z
reason:
  New fact clarifies the polling pattern behavior for /api/embeddings/projection endpoint. Existing candidate already mentions HTTP 202 polling logic but is incomplete/truncated. Merge into comprehensive statement about the endpoint's async polling support.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"d19ac356-3d42-4f05-9f54-dfb64bf8de70","targetContent":"This reduces client-side computation burden and allows the server to cache expensive layout calculations. Key changes required: 1. **api.ts**: Add `ProjectionNode` and `ProjectionResponse` types, implement `getProjection()` function with polling logic for \"computing\" status (HTTP 202) 2.","confidence":0.8,"fact":{"content":"The GET /api/embeddings/projection endpoint supports polling patterns with 202 Accepted HTTP status when computation is in progress","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"d19ac356-3d42-4f05-9f54-dfb64bf8de70","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a46114cf-1203-4b91-af78-037d1cd29396
memory_id: cf0c2d92-4f21-466a-a302-5a048d9d14da
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:52:40.770Z
reason:
  New fact is already covered by candidate [3], which explicitly states the GET /api/repair/embedding-gaps endpoint returns 'count of unembedded memories and coverage percentage.' The exact same information exists in the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The GET /api/repair/embedding-gaps endpoint returns a count of unembedded memories and a coverage percentage metric","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: 717db37d-6034-4a16-8d48-17b0d8290a7b
memory_id: cf0c2d92-4f21-466a-a302-5a048d9d14da
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:52:40.771Z
reason:
  Candidate [3] already documents this endpoint with specific parameters (batchSize, dryRun options, rate limiting). New fact is subsumed by existing memory with greater detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The POST /api/repair/re-embed endpoint performs batch re-embedding of memories with configurable parameters","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: 130aa329-d7b0-4fd5-b04d-bc3c1fba5d68
memory_id: cf0c2d92-4f21-466a-a302-5a048d9d14da
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:52:40.771Z
reason:
  Candidate [3] (cf0c2d92-4f21-466a-a302-5a048d9d14da) already contains this exact detail: 'POST /api/repair/re-embed — Batch re-embed endpoint with `batchSize` and `dryRun` options.' The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The POST /api/repair/re-embed endpoint accepts batchSize and dryRun options as request parameters","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: a8e8af23-016b-4b18-982f-4cf6ac9c16b8
memory_id: cf0c2d92-4f21-466a-a302-5a048d9d14da
event: updated
new_content: The POST /api/repair/re-embed endpoint is rate-limited to prevent resource exhaustion
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:52:40.771Z
actor_type: pipeline
old_content:
  - `GET /api/repair/embedding-gaps` — Returns count of unembedded memories and coverage percentage. - `POST /api/repair/re-embed` — Batch re-embed endpoint with `batchSize` and `dryRun` options. Rate-limited.

reason:
  Candidate [2] already documents the re-embed endpoint as rate-limited, but lacks the design rationale. The new fact adds 'to prevent resource exhaustion' as the purpose, which refines and contextualizes the existing entry.


id: 4ba4c7ed-4063-4565-946c-11ad925a6878
memory_id: cf0c2d92-4f21-466a-a302-5a048d9d14da
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:52:40.772Z
reason:
  Candidate [2] already documents the re-embed endpoint as rate-limited, but lacks the design rationale. The new fact adds 'to prevent resource exhaustion' as the purpose, which refines and contextualizes the existing entry.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"cf0c2d92-4f21-466a-a302-5a048d9d14da","targetContent":"- `GET /api/repair/embedding-gaps` — Returns count of unembedded memories and coverage percentage. - `POST /api/repair/re-embed` — Batch re-embed endpoint with `batchSize` and `dryRun` options. Rate-limited.","confidence":0.85,"fact":{"content":"The POST /api/repair/re-embed endpoint is rate-limited to prevent resource exhaustion","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"cf0c2d92-4f21-466a-a302-5a048d9d14da","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: aef9d345-80cb-41de-856f-e8b404813b88
memory_id: e4ccb54c-4b5b-4e5a-a916-3e89dfc9b508
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:53:40.343Z
reason:
  New fact is already comprehensively covered by candidate [2] (e4ccb54c-4b5b-4e5a-a916-3e89dfc9b508), which contains the exact same information: Task #4 involves documenting the `signet embed` command with `backfill` and `gaps` subcommands. The existing memory includes additional context (options, service scripts, worker assignment) making it more valuable than the new fact alone.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Task #4 involves adding documentation to CLI.md for the `signet embed` command with subcommands `backfill` and `gaps`","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ae645b34-b6ae-4522-a2d1-7a20297e15d9
memory_id: e4ccb54c-4b5b-4e5a-a916-3e89dfc9b508
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:53:40.343Z
reason:
  Candidate [3] already documents Task #4 which explicitly requires documenting the `signet embed` command with subcommands and options `--batch-size`, `--dry-run` in CLI.md. The new fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `signet embed` command accepts options `--batch-size` and `--dry-run` that require documentation in CLI.md","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 08fa42cb-2551-48c3-8329-2edaad1f8765
memory_id: e4ccb54c-4b5b-4e5a-a916-3e89dfc9b508
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:53:40.343Z
reason:
  Candidate [1] already explicitly documents that Task #4 includes 'document service installation scripts for systemd/launchd'. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"e4ccb54c-4b5b-4e5a-a916-3e89dfc9b508","targetContent":"**Task #4: CLI.md Commands** — Add new `signet embed` command documentation with subcommands (`backfill`, `gaps`) and options (`--batch-size`, `--dry-run`). Also document service installation scripts for systemd/launchd. Worker-b claimed task #3 and began reading API.md to locate insertion points.","confidence":0.98,"fact":{"content":"Task #4 includes documenting service installation scripts for both systemd and launchd in CLI.md","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ac0a5bc6-542e-449d-b710-d36072381cc6
memory_id: e4ccb54c-4b5b-4e5a-a916-3e89dfc9b508
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:53:40.343Z
reason:
  Candidate [4] already captures this exact information: 'Worker-b claimed task #3 and began reading API.md to locate insertion points.' The new fact adds no materially new details—it's the same activity state being reported with minor wording variations ('began' vs 'is currently', same insertion point location). Existing memory is sufficient.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Worker-b claimed task #3 and is currently reading API.md to locate appropriate insertion points for documentation work","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f2db9763-ff2f-403c-b680-1f665a933fbe
memory_id: 129c0aa7-14de-411c-b3d5-6fa3019d655f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:54:39.531Z
reason:
  Candidate #5 already documents an API overload error during task execution with additional context (team structure, pending tasks). New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A session encountered an API overload error during task execution","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: 331b255c-0db5-4f45-954c-5bcb825c6bfd
memory_id: 129c0aa7-14de-411c-b3d5-6fa3019d655f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:54:39.531Z
reason:
  Candidate [3] already captures this exact scenario: 'Session encountered an API overload error but work was initiated.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Work was initiated and continued despite the API overload error","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8a75e5a3-5e5b-4e88-a64f-cc4af8d8d460
memory_id: 129c0aa7-14de-411c-b3d5-6fa3019d655f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:54:39.531Z
reason:
  Candidate [3] already captures this exact context: 'Part of broader docs-audit team with 7 pending tasks covering DIAGNOSTICS.md, DASHBOARD.md, ARCHITECTURE.md, PIPELINE.md, and TRAY.md creation.' The new fact is redundant and fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The current session is part of a broader docs-audit team effort with 7 pending tasks","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1f92be92-d04c-4852-899e-a86b2cddaea7
memory_id: 129c0aa7-14de-411c-b3d5-6fa3019d655f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:54:39.531Z
reason:
  Candidate #3 (129c0aa7...) already contains this exact information: 'Part of broader docs-audit team with 7 pending tasks covering DIAGNOSTICS.md, DASHBOARD.md, ARCHITECTURE.md, PIPELINE.md, and TRAY.md creation.' The new fact is redundant and fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The docs-audit team's pending tasks cover documentation for DIAGNOSTICS.md, DASHBOARD.md, ARCHITECTURE.md, PIPELINE.md, and TRAY.md creation","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 00692adf-def8-4422-804e-bef19a388b5a
memory_id: 41317ef4-838f-4aba-a0c0-37889864a07b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:56:08.351Z
reason:
  Candidate [1] already comprehensively documents this seven-component feature architecture, with the database layer explicitly detailed as the first component (two tables, indices, migration 012). New fact is a high-level summary already covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"A feature comprises seven integrated components, with the database layer documented as the first component","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: 4d77ab8d-cd17-44b2-9c33-c0deb97f695e
memory_id: 41317ef4-838f-4aba-a0c0-37889864a07b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:56:08.351Z
reason:
  Candidate 4 already comprehensively covers this fact, explicitly stating both tables (scheduled_tasks, task_runs) with indices and migration details. New fact would be redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The database component introduces two new tables: `scheduled_tasks` and `task_runs` to support task scheduling functionality","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: b6a788c4-4ec5-4480-ad54-0f7233cc1e49
memory_id: 41317ef4-838f-4aba-a0c0-37889864a07b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:56:08.351Z
reason:
  Candidate [4] already explicitly states the scheduled_tasks table has 'indices on (enabled, next_run_at)'. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `scheduled_tasks` table includes a database index on columns `(enabled, next_run_at)` to optimize queries filtering by enabled status and next execution time","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: 6af5c259-d3bc-4615-a966-ba6b057e8ee3
memory_id: 41317ef4-838f-4aba-a0c0-37889864a07b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:56:08.351Z
reason:
  Existing memory (ID: 41317ef4-838f-4aba-a0c0-37889864a07b) already explicitly documents the task_runs table indices including (task_id, status). New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `task_runs` table includes a database index on columns `(task_id, status)` to optimize queries by task and run status","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: 3c8fcf60-2415-46f7-a8f3-11d72c1577bd
memory_id: c4b03938-7a70-4e16-9132-8e75558972e6
event: created
new_content: The feature implements database schema changes via Migration 012 in `packages/core/src/migrations/`
changed_by: pipeline-v2
created_at: 2026-02-24T09:56:08.351Z
reason:
  New fact documents a specific migration implementation (012) distinct from pattern documentation in candidate 3. No existing memory covers this implementation detail.

metadata:
  {"proposedAction":"add","sourceMemoryId":"41317ef4-838f-4aba-a0c0-37889864a07b","decisionConfidence":0.85,"factConfidence":0.85,"extractionModel":"haiku"}


id: f73e0a3a-297c-4441-af8b-1c30f422f48e
memory_id: 41317ef4-838f-4aba-a0c0-37889864a07b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:56:08.351Z
reason:
  New fact documents a specific migration implementation (012) distinct from pattern documentation in candidate 3. No existing memory covers this implementation detail.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The feature implements database schema changes via Migration 012 in `packages/core/src/migrations/`","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":"c4b03938-7a70-4e16-9132-8e75558972e6","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 02d7e45a-128c-4578-b223-143c3e52d233
memory_id: 41317ef4-838f-4aba-a0c0-37889864a07b
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:56:08.352Z
reason:
  Candidate [3] already explicitly states 'Migration 012 with backwards-compat via index.ts registration' - the new fact is fully covered

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Migration 012 maintains backwards compatibility through registration in index.ts rather than requiring manual migration execution","type":"decision","confidence":0.8},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 869c47af-ba93-40aa-94f9-b623eea52d6c
memory_id: f4b0564e-53e0-4059-b85b-31b05438a748
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:57:14.178Z
reason:
  Existing candidate [2] (f4b0564e-53e0-4059-b85b-31b05438a748) already comprehensively covers this fact, including the exact location (`packages/daemon/src/scheduler/cron.ts`), the thin wrapper pattern, and the `cron-parser` dependency. No new information is being added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The cron parsing module is located at `packages/daemon/src/scheduler/cron.ts` and serves as a thin wrapper around the `cron-parser` npm dependency","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: 344e3ff1-02c5-4771-9633-3a543006f4a8
memory_id: f4b0564e-53e0-4059-b85b-31b05438a748
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:57:14.178Z
reason:
  Candidate [1] already covers this exact information: 'Thin wrapper module (packages/daemon/src/scheduler/cron.ts) around cron-parser dependency, exposing computeNextRun() and validateCron().' New fact adds no new detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The cron parsing module at `packages/daemon/src/scheduler/cron.ts` exports a `computeNextRun()` function that calculates the next scheduled run time for a cron expression","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: a4554a0f-dc51-46f8-a564-a0b976444e26
memory_id: f4b0564e-53e0-4059-b85b-31b05438a748
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:57:14.178Z
reason:
  Candidate 1 already explicitly documents that cron.ts exports `validateCron()` as part of the thin wrapper module description. The new fact adds no substantive new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The cron parsing module at `packages/daemon/src/scheduler/cron.ts` exports a `validateCron()` function that validates cron expression syntax","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: 19db40ac-e366-4dd8-80ff-e4d7366563fe
memory_id: f4b0564e-53e0-4059-b85b-31b05438a748
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:57:14.178Z
reason:
  Candidate [2] already comprehensively documents the exact cron preset shortcuts mentioned in the new fact (15-min, hourly, daily 9am, weekly Monday, custom). No new information to merge.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet daemon dashboard provides preset shortcuts for common cron expressions: 15-minute interval, hourly, daily at 9am, weekly on Monday, and custom cron entry","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9bc5db47-fa42-4914-a7db-26d53656f925
memory_id: 80fd8e71-b935-481f-aa86-ac96799526d9
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:58:38.734Z
reason:
  This fact is already covered by existing memories [1] and [3], both of which explicitly document the 15-second polling interval for the scheduler worker. Candidate [1] includes query details, candidate [3] includes process spawning details. New fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The scheduler worker polls at 15-second intervals to check for tasks","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: af3938b7-2b65-4fe2-b7fe-eb5c98e588ee
memory_id: 80fd8e71-b935-481f-aa86-ac96799526d9
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:58:38.734Z
reason:
  New fact is already covered by existing candidates [4] and [5]. Candidate [4] explicitly states 'max 3 concurrent spawned processes' and candidate [5] lists 'Concurrency limit: 3 concurrent processes'. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The scheduler worker maintains a maximum of 3 concurrent spawned processes","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fb9a8233-2836-45ff-9f30-d5be869d8623
memory_id: 80fd8e71-b935-481f-aa86-ac96799526d9
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:58:38.734Z
reason:
  Candidate [3] already comprehensively documents that the scheduler worker uses Bun.spawn, including specific commands (claude, opencode), polling interval (15s), concurrency (3), and timeout (10m). New fact adds no additional detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The scheduler worker uses Bun.spawn to execute external processes","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 141b1c9b-f5f3-4656-9ccb-cebf7422838f
memory_id: 80fd8e71-b935-481f-aa86-ac96799526d9
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:58:38.734Z
reason:
  Candidate [4] already explicitly documents that the scheduler uses `Bun.spawn` for `claude --dangerously-skip-permissions` (Claude Code). New fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The scheduler worker spawns Claude Code processes with the --dangerously-skip-permissions flag","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 14c1d60c-f475-4c08-aad0-87f19903c1a2
memory_id: 80fd8e71-b935-481f-aa86-ac96799526d9
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:58:38.734Z
reason:
  Candidate [4] already explicitly documents that the scheduler worker spawns OpenCode processes with the `-m` flag: 'Uses `Bun.spawn` for... `opencode -m` (OpenCode)'. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The scheduler worker spawns OpenCode processes with the -m flag","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 98ab8811-0f02-4aa2-9094-47a2370a2651
memory_id: 80fd8e71-b935-481f-aa86-ac96799526d9
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:58:38.734Z
reason:
  New fact is already covered by existing candidates. Candidate 4 explicitly states '10-minute timeout per task' in the scheduler worker description. Candidate 5 also documents this as a key decision: '**Timeout**: 10-minute default per task execution'. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Each task spawned by the scheduler worker has a 10-minute execution timeout","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 96c292d1-b71c-4e0e-9e22-78ab94dc276b
memory_id: 1b5b2c93-2ccc-43b6-8c27-ebcf29c0e8f4
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:59:38.947Z
reason:
  New fact is already well-covered by candidates 2 and 5, both of which describe the identical transactional lease pattern (atomic insert of task_runs + update next_run_at before spawning). No new information to merge.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The transactional lease pattern atomically inserts a `task_runs` row and updates the `next_run_at` field before spawning a task process","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: 374efcd5-f925-4537-bce7-e1ba91e3bc1d
memory_id: 1b5b2c93-2ccc-43b6-8c27-ebcf29c0e8f4
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:59:38.947Z
reason:
  Candidate 3 (ID: 1b5b2c93-2ccc-43b6-8c27-ebcf29c0e8f4) already states 'Startup cleanup marks stale running tasks as failed' — the exact concept from the new fact. The new fact provides context about crash recovery but adds no substantive new information to existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"During startup cleanup, stale running tasks are marked as failed to recover from tasks that crashed before completion","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: 1659dcf6-436d-41ad-9277-37ec9f5da7ad
memory_id: b4b9085a-8574-481c-8465-1d32d2bae4f7
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T09:59:38.947Z
actor_type: pipeline
old_content:
  The scheduler uses a transactional lease pattern that atomically inserts a task_runs row and updates next_run_at in a single transaction to prevent double-execution on daemon restart

new_content:
  Atomic updates to `task_runs` and `next_run_at` are used to prevent race conditions in task scheduling and ensure atomicity of lease acquisition

reason:
  New fact provides the underlying rationale (race condition prevention, lease atomicity) for the transactional pattern already described in candidate [1]. Merge enhances the existing memory with more general purpose explanation beyond just restart scenarios.


id: 62cd36c4-9048-472f-8170-edb54de87026
memory_id: 1b5b2c93-2ccc-43b6-8c27-ebcf29c0e8f4
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T09:59:38.948Z
reason:
  New fact provides the underlying rationale (race condition prevention, lease atomicity) for the transactional pattern already described in candidate [1]. Merge enhances the existing memory with more general purpose explanation beyond just restart scenarios.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"b4b9085a-8574-481c-8465-1d32d2bae4f7","targetContent":"The scheduler uses a transactional lease pattern that atomically inserts a task_runs row and updates next_run_at in a single transaction to prevent double-execution on daemon restart","confidence":0.95,"fact":{"content":"Atomic updates to `task_runs` and `next_run_at` are used to prevent race conditions in task scheduling and ensure atomicity of lease acquisition","type":"rationale","confidence":0.8},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"b4b9085a-8574-481c-8465-1d32d2bae4f7","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a6d631ef-2726-45be-b724-813a12967ba1
memory_id: a0568ef1-0488-40c9-8c01-9185cd8dce26
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:00:41.449Z
reason:
  Existing memory ID a0568ef1-0488-40c9-8c01-9185cd8dce26 already covers this fact in detail, including all CRUD operations at `/api/tasks/*` with specifics on GET/POST/PATCH/DELETE plus manual trigger and history endpoints.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"CRUD endpoints are available at `/api/tasks/*` for task management operations including list, create, get, update, and delete","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: 097a3c88-7b77-4f1d-a5e5-6df77400bee8
memory_id: a0568ef1-0488-40c9-8c01-9185cd8dce26
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:00:41.449Z
reason:
  Candidate [4] already documents the `/api/tasks/:id/run` POST endpoint as a 'manual trigger' capability under API Routes. The new fact restates this same capability with explicit clarification that it executes immediately. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `/api/tasks/:id/run` POST endpoint triggers a scheduled task to execute immediately (manual trigger capability)","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: a38d222d-f185-4d72-a749-b7b9604c3a7d
memory_id: a0568ef1-0488-40c9-8c01-9185cd8dce26
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:00:41.449Z
reason:
  Candidate [5] already documents the `/api/tasks/:id/runs` endpoint as 'GET/:id/runs (paginated history)' in its API Routes list. The new fact restates this same information without adding novel detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `/api/tasks/:id/runs` GET endpoint returns paginated historical run records for a specific task","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: a36d6eac-be9d-4095-93ba-c72d661ff495
memory_id: a0568ef1-0488-40c9-8c01-9185cd8dce26
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:00:41.450Z
reason:
  Candidate [3] already explicitly documents the Kanban board with four columns (Scheduled, Running, Completed, Failed) for the tasks dashboard UI. The new fact is fully covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The tasks dashboard UI is implemented as a Kanban board with four status columns: Scheduled, Running, Completed, and Failed","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: 4ecf8173-764a-4f7e-a4fc-f21433351600
memory_id: f02af997-b2c0-40dc-ac3f-e3fa60bf73a8
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:02:03.588Z
reason:
  This fact is already well-covered by existing candidates. Candidate [3] is the most comprehensive, containing the exact component list plus architectural details. Candidate [1] covers the same components scoped to Tasks UI. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet dashboard uses existing shadcn-svelte components: Table, Badge, Card, Sheet, Select, Input, Button, ScrollArea, and Sonner","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5ff17ad9-8b6a-44ae-8a7b-6e0c4b5e06b4
memory_id: f02af997-b2c0-40dc-ac3f-e3fa60bf73a8
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:02:03.588Z
reason:
  Candidate [1] already documents these exact components with additional implementation details (TaskForm composition). New fact is a duplicate with less specificity.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"New dashboard components being created for task management: TasksTab, TaskBoard, TaskCard, TaskForm, TaskDetail, and RunLog","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 37574a72-949d-48e0-ac14-6a81ce50bf5c
memory_id: f02af997-b2c0-40dc-ac3f-e3fa60bf73a8
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:02:03.588Z
reason:
  New fact is already covered by existing candidates [2] and [4], both explicitly stating 'TasksTab (header + board)' as part of dashboard component requirements. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The TasksTab component consists of a header and a board","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0ff94059-c811-4129-8725-9cdc3ace2ac1
memory_id: 98615e4b-3589-48a6-b48f-8141be660323
event: created
changed_by: pipeline-v2
reason: No existing memories match this fact
created_at: 2026-02-24T10:02:03.588Z
new_content:
  The TaskForm component is implemented as a Sheet containing Input, Textarea, and Select subcomponents

metadata:
  {"proposedAction":"add","sourceMemoryId":"f02af997-b2c0-40dc-ac3f-e3fa60bf73a8","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"haiku"}


id: a6cbc0df-2cdb-4d4d-8906-f2b4f7219597
memory_id: f02af997-b2c0-40dc-ac3f-e3fa60bf73a8
event: none
changed_by: pipeline-v2
reason: No existing memories match this fact
created_at: 2026-02-24T10:02:03.588Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The TaskForm component is implemented as a Sheet containing Input, Textarea, and Select subcomponents","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":9,"createdMemoryId":"98615e4b-3589-48a6-b48f-8141be660323","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0ce09712-f81e-495d-a93a-eee18268651a
memory_id: f02af997-b2c0-40dc-ac3f-e3fa60bf73a8
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:02:03.589Z
reason:
  Existing candidate [2] directly captures this requirement: 'The dashboard requires adding Switch and Textarea components to shadcn-svelte to support the Tasks tab implementation'. Candidate [3] provides even more comprehensive context with the same information embedded. This fact is already well-covered by existing memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet dashboard requires adding Switch and Textarea components from shadcn-svelte that are not yet installed","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 86d62cf1-ff39-4b64-9912-5b6dd28240c5
memory_id: f02af997-b2c0-40dc-ac3f-e3fa60bf73a8
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:02:03.589Z
reason:
  New fact confirms existing principle already captured in candidates 4-5 (AGENTS.md guidance to prefer shadcn-svelte for all dashboard UI work). Task management features are a specific application of this general rule, not new information requiring separate storage.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"New task management features follow the dashboard development convention of preferring existing shadcn-svelte components over custom implementations","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3f02ecc4-54f5-49e6-91a8-62c0a73c3654
memory_id: 9efbc75c-9a44-44ba-8c79-736ef76f43e9
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:03:29.143Z
reason:
  Existing candidates 3 and 5 already contain this exact information. Candidate 3 states 'scheduler worker is integrated into daemon startup at approximately line 7002, after startGitSyncTimer and initUpdateSystem' and candidate 5 states 'Wires scheduler worker into daemon startup (line ~7002)'. New fact adds no substantive new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The scheduler worker is integrated into daemon startup at approximately line 7002 in packages/daemon/src/daemon.ts","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a006a5f2-ff81-4c4d-a020-2fcc2fb4b0a4
memory_id: 9153b1dd-e88a-43cb-9401-810557978939
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T10:03:29.143Z
actor_type: pipeline
old_content:
  ## Scheduled Tasks Component Installation Attempt A scheduled-tasks team session was initiated to install shadcn-svelte UI components (switch and textarea) needed for the scheduled tasks feature in the dashboard.

new_content:
  The dashboard navigation store was updated as part of scheduler worker integration to expose scheduling functionality

reason:
  New fact provides implementation detail about scheduler integration (navigation store update) that directly complements existing memory about scheduled tasks feature installation in the dashboard


id: 16e95333-e681-4d53-a070-46e2ed59b69e
memory_id: 9efbc75c-9a44-44ba-8c79-736ef76f43e9
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:03:29.144Z
reason:
  New fact provides implementation detail about scheduler integration (navigation store update) that directly complements existing memory about scheduled tasks feature installation in the dashboard

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"9153b1dd-e88a-43cb-9401-810557978939","targetContent":"## Scheduled Tasks Component Installation Attempt A scheduled-tasks team session was initiated to install shadcn-svelte UI components (switch and textarea) needed for the scheduled tasks feature in the dashboard.","confidence":0.8,"fact":{"content":"The dashboard navigation store was updated as part of scheduler worker integration to expose scheduling functionality","type":"decision","confidence":0.8},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"9153b1dd-e88a-43cb-9401-810557978939","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a6766e69-2573-4adc-ad20-a51baac6c564
memory_id: 9153b1dd-e88a-43cb-9401-810557978939
event: updated
new_content: The dashboard app-sidebar component was updated as part of scheduler worker integration
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T10:03:29.144Z
actor_type: pipeline
old_content:
  The dashboard navigation store was updated as part of scheduler worker integration to expose scheduling functionality

reason:
  New fact is a specific component update (app-sidebar) that's part of the broader scheduler/scheduled-tasks feature work. Candidates are related but separate aspects of the same feature integration. Merge to track full scope of dashboard component changes for scheduler.


id: e8338814-44e9-49d1-b66c-e976a92f3486
memory_id: 9efbc75c-9a44-44ba-8c79-736ef76f43e9
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:03:29.145Z
reason:
  New fact is a specific component update (app-sidebar) that's part of the broader scheduler/scheduled-tasks feature work. Candidates are related but separate aspects of the same feature integration. Merge to track full scope of dashboard component changes for scheduler.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"9153b1dd-e88a-43cb-9401-810557978939","targetContent":"## Scheduled Tasks Component Installation Attempt A scheduled-tasks team session was initiated to install shadcn-svelte UI components (switch and textarea) needed for the scheduled tasks feature in the dashboard.","confidence":0.75,"fact":{"content":"The dashboard app-sidebar component was updated as part of scheduler worker integration","type":"decision","confidence":0.8},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"9153b1dd-e88a-43cb-9401-810557978939","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: df7221cb-8bf3-4888-9738-915d35c968ef
memory_id: c89f7020-d7d4-4200-9885-730c72d6475b
event: created
changed_by: pipeline-v2
created_at: 2026-02-24T10:03:29.145Z
new_content:
  The dashboard routes were updated to include scheduler management endpoints as part of scheduler worker integration

reason:
  New fact about dashboard routes/endpoints is complementary to existing scheduler integration memory (ID da93cc4a), which focuses on daemon-side startup. The new fact adds dashboard-layer infrastructure details that aren't covered by existing candidates.

metadata:
  {"proposedAction":"add","sourceMemoryId":"9efbc75c-9a44-44ba-8c79-736ef76f43e9","decisionConfidence":0.8,"factConfidence":0.8,"extractionModel":"haiku"}


id: f182d069-421f-405f-a40e-70a6247dee7a
memory_id: 9efbc75c-9a44-44ba-8c79-736ef76f43e9
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:03:29.145Z
reason:
  New fact about dashboard routes/endpoints is complementary to existing scheduler integration memory (ID da93cc4a), which focuses on daemon-side startup. The new fact adds dashboard-layer infrastructure details that aren't covered by existing candidates.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.8,"fact":{"content":"The dashboard routes were updated to include scheduler management endpoints as part of scheduler worker integration","type":"decision","confidence":0.8},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":"c89f7020-d7d4-4200-9885-730c72d6475b","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 62f6566c-c587-4485-bad3-15339e55cebe
memory_id: 9efbc75c-9a44-44ba-8c79-736ef76f43e9
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:03:29.146Z
reason:
  Candidate #5 already documents the creation of SCHEDULING.md with identical scope (cron syntax, execution model, security, troubleshooting). The new fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":1,"fact":{"content":"SCHEDULING.md documentation was created to document cron syntax, execution model, security considerations, and troubleshooting for the scheduler worker","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f9f3b1be-59a7-40fb-ae0d-981c7c05043a
memory_id: 704eead0-5be8-4e9a-acb9-2183aac5ec7c
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:03:59.703Z
reason:
  Candidate [4] already documents these exact documentation files (DASHBOARD.md, API.md, CLAUDE.md, and web/public/skill.md) in the same project context. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signetai project maintains documentation files: DASHBOARD.md, API.md, CLAUDE.md, and web/public/skill.md","type":"semantic","confidence":0.75},"extractionModel":"haiku","factCount":1,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 88b3b3e9-40ad-4779-9dcf-775787afd0d1
memory_id: 1bcba835-618b-4af2-9eba-1273a757ae85
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:06:13.046Z
reason:
  The new fact about 15-second polling granularity for the task scheduler is already well-covered by existing memories. Candidate [1] explicitly states 'scheduler worker polls at 15-second intervals', candidate [2] mentions '15-second interval' for the scheduler worker, and candidate [3] lists '15 seconds' under key scheduler decisions. No new information is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The task scheduler uses 15-second polling granularity for checking task execution status","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 44fa7ff5-3e11-48d3-bc1f-875c0db66d25
memory_id: 1bcba835-618b-4af2-9eba-1273a757ae85
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:06:13.046Z
reason:
  Candidate [4] already contains the exact rationale: 'Polling granularity: 15 seconds (cron minimum is 1 minute, no need for sub-minute precision)' which directly matches the new fact about why 15 seconds was chosen over sub-minute alternatives.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"15-second polling was chosen over sub-minute alternatives because cron has a 1-minute minimum resolution and sub-minute precision is not required for task scheduling","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2ffdacf1-e9d7-413a-b37b-b6a68d89e36b
memory_id: 1bcba835-618b-4af2-9eba-1273a757ae85
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:06:13.046Z
reason:
  Fact is already captured by candidate [5] (ID: 1bcba835-618b-4af2-9eba-1273a757ae85), which explicitly states '**Concurrency limit**: 3 concurrent processes to prevent resource exhaustion' as a key decision. Also covered by candidate [4] which includes 'max 3 concurrent spawned processes' in the scheduler worker description.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The task scheduler enforces a maximum of 3 concurrent processes to prevent resource exhaustion","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 029f4afd-ab7c-4b1e-a052-b316ac41fb70
memory_id: 1bcba835-618b-4af2-9eba-1273a757ae85
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:06:13.046Z
reason:
  New fact is already captured in candidate [3] which explicitly states 'Process spawning: Via `Bun.spawn` with piped stdout/stderr, capped at 1MB per run' as part of Key Decisions. No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Processes are spawned via Bun.spawn with piped stdout/stderr, capped at 1MB maximum output per run","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1c81c77d-98ad-493e-81a9-f251e5db9e0c
memory_id: 1bcba835-618b-4af2-9eba-1273a757ae85
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:06:13.046Z
reason:
  The 10-minute timeout for task execution is already documented in existing memories [4] and [5]. Candidate [4] explicitly states '10-minute timeout per task', and candidate [5] lists 'Timeout: 10-minute default per task execution' in Key Decisions.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The task scheduler uses a default execution timeout of 10 minutes per task","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d9b633a6-5e0a-478f-b0b2-3e83d69af8ba
memory_id: 1bcba835-618b-4af2-9eba-1273a757ae85
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:06:13.046Z
reason:
  Candidate 5 (1b5b2c93) already covers this rationale. It describes the transactional lease pattern (atomic task_runs + next_run_at updates) and explicitly mentions 'Startup cleanup marks stale running tasks as failed' — which is the mechanism that prevents double-execution on restart. The new fact adds explicit reasoning ('prevent double-execution when scheduler restarts') but this is already implied by the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.82,"fact":{"content":"A lease pattern is used for transactional safety in the task scheduler to prevent double-execution when the scheduler restarts","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8abb9846-cc97-46b0-9a8e-043b60fa4cf7
memory_id: 1bcba835-618b-4af2-9eba-1273a757ae85
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:06:13.046Z
reason:
  Candidate [3] already documents the Kanban board with four columns (Scheduled, Running, Completed, Failed). The new fact confirms this structure with semantic distinction between task states and run states, but adds no new actionable information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Kanban UI displays task states (Scheduled/Running) and recent run states (Completed/Failed)","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3edb5a13-6207-460c-81e6-dd133ad44ab8
memory_id: ed2cf81c-72a2-4742-b684-915059c0de44
event: deleted
changed_by: pipeline-v2
metadata: {"force":false,"ifVersion":null}
created_at: 2026-02-24T10:06:13.047Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 246 characters]

reason:
  Candidate 2 claims kanban has drag-and-drop functionality (@hello-pangea/dnd), which directly contradicts the new fact stating drag-and-drop is not implemented. Candidate 1 already accurately captures the decision that the kanban is read-only.


id: 2f4d5766-8c1a-49f5-888f-37f681c38437
memory_id: 1bcba835-618b-4af2-9eba-1273a757ae85
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:06:13.047Z
reason:
  Candidate 2 claims kanban has drag-and-drop functionality (@hello-pangea/dnd), which directly contradicts the new fact stating drag-and-drop is not implemented. Candidate 1 already accurately captures the decision that the kanban is read-only.

metadata:
  {"shadow":false,"proposedAction":"delete","targetMemoryId":"ed2cf81c-72a2-4742-b684-915059c0de44","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","confidence":0.9,"fact":{"content":"The Kanban UI does not support drag-and-drop functionality because it is not needed for task state visualization","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":8,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":"ed2cf81c-72a2-4742-b684-915059c0de44","dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cdf621a7-ac59-43ef-b55c-aa7e12c5c001
memory_id: 691ef083-72d1-4a00-9868-ad331319dcbf
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:06:44.841Z
reason:
  Candidate [3] already captures this exact fact: a session plan to refactor PipelineV2Config from flat to nested structure with semantic sub-objects. New fact is a restatement of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A session plan exists to refactor the PipelineV2Config type from its current flat structure into a nested structure with semantic sub-objects","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":1,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 210c4c67-f862-4f20-b26e-de88e03b329c
memory_id: cd740d1e-3776-41ef-9d84-b85920d6ff0f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:07:31.520Z
reason:
  Candidate [2] already captures this fact with additional context about field groupings (reranker*, repair*, document*). New fact is a subset of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The configuration currently spans 30+ top-level fields","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: 04aba700-88df-4d15-8997-cd38d54ccaa6
memory_id: cd740d1e-3776-41ef-9d84-b85920d6ff0f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:07:31.520Z
reason:
  Candidate [2] already explicitly covers this fact: 'The configuration currently spans 30+ top-level fields with obvious groupings (reranker*, repair*, document*) that reduce readability.' The new fact is a restatement of information already in memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The configuration has obvious groupings identifiable by prefixes (reranker*, repair*, document*)","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: 9df30e7f-e058-4ad1-b9b7-a11b7d8542af
memory_id: cd740d1e-3776-41ef-9d84-b85920d6ff0f
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:07:31.520Z
reason:
  New fact duplicates candidate [2], which already covers 30+ top-level fields and groupings reducing readability. Same observation, already in memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The broad distribution of 30+ top-level configuration fields with unorganized groupings reduces code readability","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4b02d45c-ac46-40d5-9107-dc9e4fa69922
memory_id: 302ba0ca-ef23-4a2b-8bad-bb9e4fee4f95
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:08:29.523Z
reason:
  Candidate [3] already captures this exact configuration structure: seven sub-objects (extraction, worker, graph, reranker, autonomous, repair, documents) with master switches kept flat. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The memory pipeline configuration plan establishes seven nested sub-objects: extraction, worker, graph, reranker, autonomous, repair, and documents","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f5dba673-cb7d-4820-9a3e-f9c8f94e1621
memory_id: 3e3c772d-37bb-4d6d-8c06-a1abee5866ba
event: created
changed_by: pipeline-v2
created_at: 2026-02-24T10:08:29.523Z
new_content:
  Master configuration switches (enabled, shadowMode, mutationsFrozen) are kept flat at the root level rather than nested within pipeline sub-objects

reason:
  New fact states the architectural design principle (flat root config), while candidate #1 describes backwards-compatibility implementation details. These are complementary but distinct — the principle deserves its own memory entry as a core design decision.

metadata:
  {"proposedAction":"add","sourceMemoryId":"302ba0ca-ef23-4a2b-8bad-bb9e4fee4f95","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 539aa831-c144-40f5-880a-eae63da08f4c
memory_id: 302ba0ca-ef23-4a2b-8bad-bb9e4fee4f95
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:08:29.523Z
reason:
  New fact states the architectural design principle (flat root config), while candidate #1 describes backwards-compatibility implementation details. These are complementary but distinct — the principle deserves its own memory entry as a core design decision.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Master configuration switches (enabled, shadowMode, mutationsFrozen) are kept flat at the root level rather than nested within pipeline sub-objects","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":"3e3c772d-37bb-4d6d-8c06-a1abee5866ba","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 067ab8b7-732c-4185-a3c8-58e0f8161d1e
memory_id: 302ba0ca-ef23-4a2b-8bad-bb9e4fee4f95
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T10:08:29.524Z
actor_type: pipeline
old_content:
  The plan establishes seven sub-objects: `extraction`, `worker`, `graph`, `reranker`, `autonomous`, `repair`, and `documents`, while keeping master switches (`enabled`, `shadowMode`, `mutationsFrozen`) flat.

new_content:
  The configuration structure separates pipeline-stage-specific settings (organized in sub-objects) from global control switches (kept flat) to maintain clarity between granular control and master toggles

reason:
  New fact expresses the design rationale for the configuration structure already described in candidate [2]. Merging them creates a complete memory: both the specific structure (seven sub-objects + flat master switches) and the principle it embodies (separating granular vs global controls for clarity).


id: 54a45675-78b1-4f60-870b-54ff025ecf6d
memory_id: 302ba0ca-ef23-4a2b-8bad-bb9e4fee4f95
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:08:29.525Z
reason:
  New fact expresses the design rationale for the configuration structure already described in candidate [2]. Merging them creates a complete memory: both the specific structure (seven sub-objects + flat master switches) and the principle it embodies (separating granular vs global controls for clarity).

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"302ba0ca-ef23-4a2b-8bad-bb9e4fee4f95","targetContent":"The plan establishes seven sub-objects: `extraction`, `worker`, `graph`, `reranker`, `autonomous`, `repair`, and `documents`, while keeping master switches (`enabled`, `shadowMode`, `mutationsFrozen`) flat.","confidence":0.85,"fact":{"content":"The configuration structure separates pipeline-stage-specific settings (organized in sub-objects) from global control switches (kept flat) to maintain clarity between granular control and master toggles","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"302ba0ca-ef23-4a2b-8bad-bb9e4fee4f95","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3e2a93d1-2947-4da1-afa2-2dcbf001dcb5
memory_id: 5a244faa-3334-49b9-9c37-ddd0ad78ef76
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:09:30.836Z
reason:
  Existing memory [3] (ID: 5a244faa-3334-49b9-9c37-ddd0ad78ef76) already captures this exact fact: minFactConfidenceForWrite moves to extraction.minConfidence. The new fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The configuration parameter `minFactConfidenceForWrite` has been moved to `extraction.minConfidence` in the pipeline configuration 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: 40c69163-ba2f-4693-9744-4fab52d1edc7
memory_id: 5a244faa-3334-49b9-9c37-ddd0ad78ef76
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:09:30.836Z
reason:
  Candidate [4] already documents this exact fact: '`minFactConfidenceForWrite` moves to `extraction.minConfidence` (gating extraction quality)'. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `extraction.minConfidence` parameter gates extraction quality in the memory pipeline","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: 2f65cabc-31ed-4d6e-93de-2d23c7d26ee0
memory_id: 5a244faa-3334-49b9-9c37-ddd0ad78ef76
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:09:30.836Z
reason:
  Candidate [2] (ID: 5a244faa-3334-49b9-9c37-ddd0ad78ef76) already explicitly covers this fact: 'maintenance settings consolidate under autonomous.*'. The new fact is already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Maintenance settings have been consolidated under the `autonomous.*` configuration namespace","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: e4a7f263-b516-45b5-b355-ee3875c3d7d9
memory_id: 5a244faa-3334-49b9-9c37-ddd0ad78ef76
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-24T10:09:30.836Z
actor_type: pipeline
old_content:
  Notably, `minFactConfidenceForWrite` moves to `extraction.minConfidence` (gating extraction quality), and maintenance settings consolidate under `autonomous.*` (recognizing maintenance IS the autonomous feature).

new_content:
  Maintenance functionality is recognized as the autonomous feature, which justifies consolidating maintenance settings under the `autonomous.*` namespace rather than keeping them separate

reason:
  New fact provides explicit rationale for why maintenance consolidates under `autonomous.*` — that maintenance IS the autonomous feature. Existing candidate (ID 5a244faa...) already states the consolidation but lacks this architectural justification. Merging strengthens the memory with the reasoning.


id: 558e7c73-8f95-4a28-8679-58797af245b2
memory_id: 5a244faa-3334-49b9-9c37-ddd0ad78ef76
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:09:30.837Z
reason:
  New fact provides explicit rationale for why maintenance consolidates under `autonomous.*` — that maintenance IS the autonomous feature. Existing candidate (ID 5a244faa...) already states the consolidation but lacks this architectural justification. Merging strengthens the memory with the reasoning.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"5a244faa-3334-49b9-9c37-ddd0ad78ef76","targetContent":"Notably, `minFactConfidenceForWrite` moves to `extraction.minConfidence` (gating extraction quality), and maintenance settings consolidate under `autonomous.*` (recognizing maintenance IS the autonomous feature).","confidence":0.92,"fact":{"content":"Maintenance functionality is recognized as the autonomous feature, which justifies consolidating maintenance settings under the `autonomous.*` namespace rather than keeping them separate","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"5a244faa-3334-49b9-9c37-ddd0ad78ef76","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7c97276f-fa43-4247-9ead-2380be15d1e8
memory_id: 3607672f-773b-4174-abcd-bd8f26108c37
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:10:24.349Z
reason:
  New fact is already well-covered by candidate #4 (ID: 3607672f-773b-4174-abcd-bd8f26108c37), which documents the identical implementation: loadPipelineConfig() fallback logic with nested keys prioritized over flat keys. Existing memory is more comprehensive, including plan scope (15 files).

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Backwards compatibility for pipeline configuration is implemented via loadPipelineConfig() function with fallback logic that prioritizes nested keys over flat keys","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: d8346fdb-a7e6-4798-b75b-8fe5f945ce82
memory_id: 3607672f-773b-4174-abcd-bd8f26108c37
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:10:24.349Z
reason:
  Existing memory (ID: 3607672f-773b-4174-abcd-bd8f26108c37) already captures this exact detail: 'nested keys win when present, flat keys serve as fallback for existing YAML configs'. New fact is a restatement of already-documented fallback logic.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"In the loadPipelineConfig() fallback logic, nested keys take precedence when present, while flat keys serve as fallback values for existing YAML configuration files","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: 1a7b3c48-6d80-4de4-92d7-1a98c2abcf90
memory_id: 3607672f-773b-4174-abcd-bd8f26108c37
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:10:24.349Z
reason:
  Candidate [1] already contains this exact information: 'Plan scope: 15 files require updates across core types, daemon services, pipeline workers, repair system, dashboard, and CLI.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The backwards compatibility update plan requires changes to 15 files spanning core types, daemon services, pipeline workers, repair system, dashboard, and CLI","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e9aef735-7beb-44f0-afc3-f7152137c633
memory_id: c46258da-c29a-4eec-b3d7-5487a59cf47a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:11:59.694Z
reason:
  Candidate #2 already explicitly states 'Verification includes full build' as part of the verification process. This new fact confirms what's already documented and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The verification process includes a full build of all packages","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3505df9e-e1b6-4d21-bc29-341a2f1bf8c9
memory_id: c46258da-c29a-4eec-b3d7-5487a59cf47a
event: none
changed_by: pipeline-v2
created_at: 2026-02-24T10:11:59.694Z
reason:
  Candidate [4] already contains this exact information: 'Verification includes full build, 396+ tests, typecheck, and manual config parsing validation.' The new fact is already covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The verification process includes running 396+ automated tests","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


