# memory_history

id: d337d31a-c0f3-4d84-b243-572d1991dea7
memory_id: 2b51a72f-0941-40e6-86cf-f5907334a048
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:27:34.978Z
reason:
  This fact is already comprehensively covered by candidate 2b51a72f, which states that OpenMarketUI is 'a trading strategy IDE for users to build heuristic algorithms, train custom trading models, and manage the full strategy lifecycle from a user-friendly, performant UI.' The new fact restates the same core positioning with slightly different phrasing (algorithm development → model training → execution vs. algorithm building → model training → lifecycle management), but adds no new information not already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"OpenMarketUI manages the full strategy lifecycle from algorithm development through model training to execution, with emphasis on user-friendliness and performance","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5b40dd17-ad9c-4f3d-b7f4-ce1d91683665
memory_id: 2b51a72f-0941-40e6-86cf-f5907334a048
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:27:34.978Z
reason:
  New fact is comprehensively covered by candidate [5], which explicitly documents the same positioning correction (from 'prediction market trading platform/engine' to 'trading strategy IDE'). No new information or update needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The product positioning was clarified by the user from 'prediction market trading platform/engine' to 'trading strategy IDE', representing a correction of initial understanding","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bda04471-d116-4342-bade-e4148a9a6673
memory_id: e471db5c-04f1-4db3-8987-452f1c3ec0ea
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:28:04.234Z
reason:
  Candidates [2] and [5] already capture this procedural fact about a session implementing Signet secrets MCP integration. The new fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A plan to integrate Signet secrets with MCP was being implemented in this session to enable agents to use Signet secrets","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":1,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 488e8e02-fc44-4cdc-a61d-9e8b1327793b
memory_id: 189ff7fe-3ad9-4b9a-812f-cbce62743915
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:29:21.750Z
reason:
  The new fact is already comprehensively covered by existing memory [4], which explicitly identifies 'the documentation references a non-existent `signet secret get` CLI command' as a core problem in the secrets workflow. No new information or refinement is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Signet documentation references a non-existent `signet secret get` CLI command","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: 7ab4353e-afbc-4361-ab77-4c1dfcf7f075
memory_id: 189ff7fe-3ad9-4b9a-812f-cbce62743915
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:29:21.750Z
reason:
  New fact is already covered by candidate [5], which explicitly states 'session start provides no secret discovery' as part of the core problem with Signet secrets access

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Signet session initialization does not provide a secret discovery mechanism to agents","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: b527a67b-d43a-474c-91f8-6b2c2feca3d3
memory_id: 189ff7fe-3ad9-4b9a-812f-cbce62743915
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:29:21.750Z
reason:
  New fact contradicts documented MCP tools in CLAUDE.md context (secret_list and secret_exec are explicitly defined and available). Existing memories correctly reflect that these tools exist. The new fact is factually inaccurate and should not be stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"No MCP tools exist for agent interaction with secrets in Signet","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: 60be5bc0-de36-4533-b195-b62a1e613c2b
memory_id: 189ff7fe-3ad9-4b9a-812f-cbce62743915
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:29:21.750Z
reason:
  Candidate [5] already comprehensively documents this exact problem: agents are informed about secrets but cannot use them, and provides the detailed reasons why (non-existent CLI command, missing MCP tools, no session start discovery). The new fact is a higher-level restatement of the core issue already well-captured in the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Agents are informed about the existence of secrets in Signet but lack the technical ability to retrieve and use them","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: 9a3880a0-11ee-46ab-994b-99615983d602
memory_id: 7defd46f-bc57-44f5-b9ba-f8c56a3df42c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:30:24.053Z
reason:
  Existing candidate [5] (ID: 7defd46f-bc57-44f5-b9ba-f8c56a3df42c) already captures this exact issue: removing the broken CLI reference from the Signet block in packages/core/src/markdown.ts. The new fact adds no new information and is already documented in memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet block in `packages/core/src/markdown.ts` contains a broken CLI reference that should be removed","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: 5f7980c8-8b37-4ebf-94bb-a22eff96285d
memory_id: 7defd46f-bc57-44f5-b9ba-f8c56a3df42c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:30:24.053Z
reason:
  Candidate [2] directly captures this fact: 'The secret_list MCP tool in Signet enables users to discover what secrets are available in the system.' The new fact adds no new information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The `secret_list` MCP tool is used in Signet for discovering available secrets","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: 02ee7215-fd8a-45ed-a7a3-9c0a46e05864
memory_id: 7defd46f-bc57-44f5-b9ba-f8c56a3df42c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:30:24.053Z
reason:
  Candidate 3 (ff3a8b11-23cd-45a0-abca-39bf11ebbf9a) already documents secret_exec functionality, including its purpose of running commands with injected secrets and the env var → secret name mapping. New fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `secret_exec` MCP tool is used in Signet for executing commands with injected secrets","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: 17286e89-6e43-47f6-82f8-fb698a704d57
memory_id: 7defd46f-bc57-44f5-b9ba-f8c56a3df42c
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T06:30:24.053Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 220 characters]

new_content:
  Signet's documentation should explain the workflow of using `secret_list` and `secret_exec` MCP tools instead of relying on CLI references

reason:
  New decision reinforces existing issue memory. Both advocate documenting secret_list/secret_exec MCP tools instead of CLI references. Merge them into a single consolidated documentation task.


id: 3d945d92-1882-47b4-97b8-6ed1334ad93a
memory_id: 7defd46f-bc57-44f5-b9ba-f8c56a3df42c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:30:24.055Z
reason:
  New decision reinforces existing issue memory. Both advocate documenting secret_list/secret_exec MCP tools instead of CLI references. Merge them into a single consolidated documentation task.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"7defd46f-bc57-44f5-b9ba-f8c56a3df42c","targetContent":"**Documentation Fix**: Update the Signet block in `packages/core/src/markdown.ts` to remove the broken CLI reference and document the actual workflow: `secret_list` and `secret_exec` MCP tools for discovery and usage. 2.","confidence":0.9,"fact":{"content":"Signet's documentation should explain the workflow of using `secret_list` and `secret_exec` MCP tools instead of relying on CLI references","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"7defd46f-bc57-44f5-b9ba-f8c56a3df42c","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d7a2146a-7953-472c-a81c-9bee231a54d4
memory_id: ff3a8b11-23cd-45a0-abca-39bf11ebbf9a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:31:24.804Z
reason:
  Candidate [5] already comprehensively covers this decision with explicit implementation details for both secret_list and secret_exec tools in packages/daemon/src/mcp/tools.ts. The new fact is a subset of information already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Two MCP tools (secret_list and secret_exec) must be added to packages/daemon/src/mcp/tools.ts","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e4eaa886-2ca5-42c7-b04f-b759f83cc961
memory_id: ff3a8b11-23cd-45a0-abca-39bf11ebbf9a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:31:24.804Z
reason:
  Candidate 5 already documents this implementation detail: 'secret_list: queries `GET /api/secrets` to return available secret names'. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The secret_list MCP tool queries the GET /api/secrets endpoint to retrieve and return available secret names","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: 4cff132f-2768-4424-8545-ac25d05bd48a
memory_id: ff3a8b11-23cd-45a0-abca-39bf11ebbf9a
event: updated
new_content: The secret_exec MCP tool runs shell commands with secrets injected as environment variables
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T06:31:24.804Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 256 characters]

reason:
  New fact directly describes secret_exec functionality already mentioned in candidate 5. The new fact provides a clearer natural-language explanation of how the tool operates (injecting secrets as environment variables), which complements the existing technical specification.


id: 62b23f7b-bad8-44fb-896b-173182caed17
memory_id: ff3a8b11-23cd-45a0-abca-39bf11ebbf9a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:31:24.805Z
reason:
  New fact directly describes secret_exec functionality already mentioned in candidate 5. The new fact provides a clearer natural-language explanation of how the tool operates (injecting secrets as environment variables), which complements the existing technical specification.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"ff3a8b11-23cd-45a0-abca-39bf11ebbf9a","targetContent":"**MCP Tools**: Add two tools to `packages/daemon/src/mcp/tools.ts`: - `secret_list`: queries `GET /api/secrets` to return available secret names - `secret_exec`: runs commands with injected secrets, takes command string and env var → secret name mapping 3.","confidence":0.95,"fact":{"content":"The secret_exec MCP tool runs shell commands with secrets injected as environment variables","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"ff3a8b11-23cd-45a0-abca-39bf11ebbf9a","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 328971b6-748e-485b-9dc6-f6cde0699d7a
memory_id: ff3a8b11-23cd-45a0-abca-39bf11ebbf9a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:31:24.805Z
reason:
  Candidate [4] already documents secret_exec parameters: 'takes command string and env var → secret name mapping', which directly matches the new fact about command string and environment variable name-to-secret mapping

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The secret_exec MCP tool accepts a command string and a mapping of environment variable names to secret names as input parameters","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: c28ddf0d-c719-485f-921f-dea6c6c7d4f3
memory_id: 7f96464e-6ec9-46cc-95ad-36cf2c73a7ed
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:32:55.669Z
reason:
  Candidate [4] (ID: f9c02338-98df-4ce0-8fac-041517545141) already explicitly covers this fact: 'Signetai is being set up for npm installation via both `npm install -g signetai` (global) and `npx signetai` (direct execution)'. The new fact is redundant and fully contained within the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signetai should be installable globally via npm using `npm install -g signetai`","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2ac6d0ac-26c4-43d1-9964-d38baf51ec7f
memory_id: 7f96464e-6ec9-46cc-95ad-36cf2c73a7ed
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:32:55.669Z
reason:
  New fact is already covered by candidate [1] ('Signetai is installable via `npx signetai` command') which contains identical procedural information. Candidate [4] also covers this as part of a broader decision about npm installation methods.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signetai should be installable and executable via npx using `npx signetai`","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ae5fb9e4-5113-4f93-a642-829ce459b98e
memory_id: 7f96464e-6ec9-46cc-95ad-36cf2c73a7ed
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:32:55.669Z
reason:
  Candidate [4] already explicitly captures that the postinstall script currently uses ESM (stated as 'Convert... from ESM to CommonJS'). The new fact is a subset of information already contained in the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The postinstall script in the signetai package uses ECMAScript modules (ESM)","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d9eaefac-3a82-4bfe-8b07-6022cd46c0e0
memory_id: 7f96464e-6ec9-46cc-95ad-36cf2c73a7ed
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:32:55.669Z
reason:
  Candidate [5] (7f96464e) already explicitly captures this issue: 'The main issue was the postinstall script using ESM, which can be flaky in some npm environments.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"ESM-based postinstall scripts are flaky and unreliable in some npm environments","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b0e777a2-564d-42e8-97b3-2b3c4e24009a
memory_id: 7f96464e-6ec9-46cc-95ad-36cf2c73a7ed
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:32:55.669Z
reason:
  New fact is already well-covered by existing candidates [3] and [5], which both document the plan to fix signetai npm installation compatibility and specifically mention the three key changes and postinstall script conversion. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"A plan to fix signetai npm installation compatibility involves three key changes, with the primary focus on addressing the problematic postinstall script behavior","type":"procedural","confidence":0.7},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 456b5562-ca22-4c93-9ceb-aa2e3213900d
memory_id: 26d0c3fc-d4d9-4096-992b-f9b39098ea4a
event: created
new_content: Watchtower is a React application
changed_by: pipeline-v2
created_at: 2026-02-27T06:34:11.492Z
reason:
  New fact about Watchtower's technology stack (React) has no match in existing candidates. Candidate 4 discusses a different project's React/Astro setup. This warrants a new memory entry specific to Watchtower.

metadata:
  {"proposedAction":"add","sourceMemoryId":"cb32e729-c916-49cd-80fc-02e49896a978","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 2fd0c711-c415-43d8-9e4a-3ecd821c5554
memory_id: cb32e729-c916-49cd-80fc-02e49896a978
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:34:11.492Z
reason:
  New fact about Watchtower's technology stack (React) has no match in existing candidates. Candidate 4 discusses a different project's React/Astro setup. This warrants a new memory entry specific to Watchtower.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Watchtower is a React application","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":"26d0c3fc-d4d9-4096-992b-f9b39098ea4a","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 67451e4a-1209-4f57-b401-9e8d02d0ed5f
memory_id: cb32e729-c916-49cd-80fc-02e49896a978
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:34:11.493Z
reason:
  This fact is already comprehensively covered by existing memories. Candidate [3] explicitly states watchtower is 'a React terminal UI built with opentui' and candidate [5] states 'Watchtower is currently a React application using opentui for terminal rendering'. The new fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Watchtower uses opentui library for terminal rendering","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8275fa2d-5ab6-4d49-a303-837266f0f37e
memory_id: faa9d534-c8fa-4e6c-be10-755931ebcc9d
event: created
new_content: Watchtower integrates Zustand for state management
changed_by: pipeline-v2
created_at: 2026-02-27T06:34:11.494Z
reason:
  New fact about Watchtower's state management library (Zustand) is distinct from existing candidate which appears to cover API route integration. This is a valuable technical detail about the project's architecture that warrants its own memory entry.

metadata:
  {"proposedAction":"add","sourceMemoryId":"cb32e729-c916-49cd-80fc-02e49896a978","decisionConfidence":0.92,"factConfidence":0.95,"extractionModel":"haiku"}


id: ab7ceb31-0b06-429f-8f34-6ec0f4ce57a8
memory_id: cb32e729-c916-49cd-80fc-02e49896a978
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:34:11.494Z
reason:
  New fact about Watchtower's state management library (Zustand) is distinct from existing candidate which appears to cover API route integration. This is a valuable technical detail about the project's architecture that warrants its own memory entry.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Watchtower integrates Zustand for state management","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":"faa9d534-c8fa-4e6c-be10-755931ebcc9d","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 226e8b18-e751-41c6-a011-2667aa9b3b3a
memory_id: d49ea256-5490-4474-9723-b7b15bb63621
event: updated
old_content: Watchtower establishes WebSocket connections to pm-server for real-time communication
new_content: Watchtower maintains WebSocket connections to pm-server for bidirectional communication
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T06:34:11.494Z
actor_type: pipeline
reason:
  New fact refines existing candidate [4] with more specificity about 'bidirectional' communication. Both describe the same Watchtower-pm-server WebSocket relationship. Merge into single consolidated memory.


id: 849b417d-5ea1-4625-8507-21c1953cfb6e
memory_id: cb32e729-c916-49cd-80fc-02e49896a978
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:34:11.494Z
reason:
  New fact refines existing candidate [4] with more specificity about 'bidirectional' communication. Both describe the same Watchtower-pm-server WebSocket relationship. Merge into single consolidated memory.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"d49ea256-5490-4474-9723-b7b15bb63621","targetContent":"Watchtower establishes WebSocket connections to pm-server for real-time communication","confidence":0.95,"fact":{"content":"Watchtower maintains WebSocket connections to pm-server for bidirectional communication","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"d49ea256-5490-4474-9723-b7b15bb63621","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 74ea27df-0b79-4ad1-a105-fd4291fccfb1
memory_id: cb32e729-c916-49cd-80fc-02e49896a978
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T06:34:11.494Z
reason:
  Candidate [5] already captures this fact: 'Work began with architectural exploration to understand the current watchtower codebase before planning implementation.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Architectural exploration of the watchtower codebase was performed as a precursor to implementation planning","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f1bfeba9-0e58-4762-a62d-af6396805b75
memory_id: 51f84dc0-d10a-4d3b-8b32-ad2c0a50c427
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T07:42:50.975Z
reason:
  Existing memory [1] already contains this fact and provides richer context including the troubleshooting attempt. New fact is subsumed by the existing candidate.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The engage project's dev server is configured to be started with the command `bun dev` based on project configuration","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: cc57d482-3915-47f3-b772-9e3d711bd086
memory_id: 51f84dc0-d10a-4d3b-8b32-ad2c0a50c427
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T07:42:50.975Z
reason:
  Existing candidate [1] already captures that `bun dev` for engage didn't work as expected. The new fact is less detailed and redundant with the existing memory, which specifically documents this troubleshooting session.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"When Nicholai executed `bun dev` for the engage project, the command did not work as expected","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: 1b396d3c-8c3f-47a9-a05a-df6b0c10e797
memory_id: 51f84dc0-d10a-4d3b-8b32-ad2c0a50c427
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T07:42:50.976Z
reason:
  Candidate [4] already comprehensively documents this exact scenario: engage dev server troubleshooting initiated by reading package.json. The new fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Troubleshooting the engage project dev server failure involved reading the package.json file to investigate configuration","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: b1be9562-debf-4661-bfca-04798ccad442
memory_id: 51f84dc0-d10a-4d3b-8b32-ad2c0a50c427
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T07:42:50.976Z
reason:
  Candidate [5] already captures this exact scenario: engage dev server troubleshooting was initiated, the session ended before completion, and no resolution/findings were reached. New fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The troubleshooting session for the engage project dev server was incomplete at session end with no findings or resolution documented","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: ba63dd54-dad5-4a0e-b398-e02cac7e6c07
memory_id: d9f3483a-d067-4024-b898-5c2ac5399153
event: created
new_content: No coding work was performed during the 2026-02-27 session
changed_by: pipeline-v2
created_at: 2026-02-27T09:56:19.045Z
reason:
  New fact documents 2026-02-27 session. Existing candidate [2] covers 2026-02-23 (different session). Both are session-specific notes on different dates and should be kept separate.

metadata:
  {"proposedAction":"add","sourceMemoryId":"b5b7a730-2046-4564-b5a8-0c7ffae82ec8","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 49bc0e89-32cb-41ef-a5b1-63c82ff0f368
memory_id: b5b7a730-2046-4564-b5a8-0c7ffae82ec8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T09:56:19.045Z
reason:
  New fact documents 2026-02-27 session. Existing candidate [2] covers 2026-02-23 (different session). Both are session-specific notes on different dates and should be kept separate.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"No coding work was performed during the 2026-02-27 session","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":"d9f3483a-d067-4024-b898-5c2ac5399153","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c1e6c41c-d82a-46b5-bd60-631988573a25
memory_id: b5b7a730-2046-4564-b5a8-0c7ffae82ec8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T09:56:19.049Z
reason:
  Candidate [5] already contains the exact same session initialization details: 2026-02-27 date, 05:37 UTC timestamp, remote control bridge method, and signetai directory location. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The 2026-02-27 session was initialized via remote control bridge at 05:37 UTC in the signetai directory","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fe4c9642-5e8b-4a78-ac74-38468dd2b28f
memory_id: b5b7a730-2046-4564-b5a8-0c7ffae82ec8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T09:56:19.049Z
reason:
  Candidate [5] already documents the 2026-02-27 session initialization with SessionStart hook execution at 05:37 UTC in signetai. New fact adds no new information and is covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The SessionStart hook executed successfully during the 2026-02-27 session initialization","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: aaebd1e8-725b-42be-a0eb-4c1f176ada33
memory_id: b5b7a730-2046-4564-b5a8-0c7ffae82ec8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T09:56:19.049Z
reason:
  Candidate [5] already documents the 2026-02-27 session initialization with explicit mention of Signet agent context loading via SessionStart hook. New fact provides no additional detail or contradictory information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"b5b7a730-2046-4564-b5a8-0c7ffae82ec8","targetContent":"# 2026-02-27 Session Notes No coding work was performed during this session. The session was initialized via remote control bridge at 05:37 UTC in the signetai directory. The SessionStart hook executed successfully, loading the Signet agent context. This was a session initiation event with no subsequent development activity.","confidence":0.95,"fact":{"content":"The Signet agent context was loaded during the 2026-02-27 session initialization","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6b343837-3b77-4d36-be37-0a41ef32b53a
memory_id: b5b7a730-2046-4564-b5a8-0c7ffae82ec8
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T09:56:19.049Z
reason:
  Existing candidate [5] (b5b7a730-2046-4564-b5a8-0c7ffae82ec8) already documents the 2026-02-27 session as a session initialization event with no development activity. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The 2026-02-27 session was a session initiation event with no subsequent development activity","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d131f82b-8afc-48e1-9bfd-88a84e5eb057
memory_id: 7c55e5be-8102-43a0-a0ba-c0dfda016461
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:00:22.325Z
reason:
  New fact is already covered by candidate [5], which contains detailed context about the Signet demo to a friend, including what was explained and the purpose of the demo. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"7c55e5be-8102-43a0-a0ba-c0dfda016461","targetContent":"## Signet Demo & Explanation Nicholai gave a brief demo of Signet to a friend, requesting a high-level explanation of how the system works and what differentiates it from competing solutions. Provided an explanation of Signet's core value proposition: persistent memory and agent identity that travels across AI platforms, automatic context injection, and explicit memory commands.","confidence":0.98,"fact":{"content":"Nicholai demonstrated Signet to a friend","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8dcf696c-4f75-497a-b56f-52bbb2fb2672
memory_id: 7c55e5be-8102-43a0-a0ba-c0dfda016461
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:00:22.325Z
reason:
  Candidate 5 already captures the core concept: 'persistent memory and agent identity that travels across AI platforms.' The new fact is a simpler restatement of information already documented in memory and CLAUDE.md. Adding it separately would create redundancy without new substantive content.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Signet provides persistent memory that persists across sessions and platforms","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c4055114-507d-479a-bf26-7bca37d1f8cb
memory_id: 1d65c1ff-20da-4715-bcd6-184f2dac9da7
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T10:00:22.325Z
actor_type: pipeline
old_content:
  Signet is an open standard for portable AI agent identity with spec version 0.2.1-draft, auth built on ERC-8128 wallet-based signatures

new_content:
  Signet provides agent identity that travels across different AI platforms (Claude Code, OpenCode, Cursor, etc.)

reason:
  New fact reinforces and exemplifies the 'portable identity' aspect of the existing candidate. Merging adds concrete platform examples (Claude Code, OpenCode, Cursor) to the technical spec details already captured, creating a more complete picture of Signet's cross-platform capabilities.


id: a2c792d6-320e-4510-96b4-01760f7acd7f
memory_id: 7c55e5be-8102-43a0-a0ba-c0dfda016461
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:00:22.326Z
reason:
  New fact reinforces and exemplifies the 'portable identity' aspect of the existing candidate. Merging adds concrete platform examples (Claude Code, OpenCode, Cursor) to the technical spec details already captured, creating a more complete picture of Signet's cross-platform capabilities.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"1d65c1ff-20da-4715-bcd6-184f2dac9da7","targetContent":"Signet is an open standard for portable AI agent identity with spec version 0.2.1-draft, auth built on ERC-8128 wallet-based signatures","confidence":0.85,"fact":{"content":"Signet provides agent identity that travels across different AI platforms (Claude Code, OpenCode, Cursor, etc.)","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"1d65c1ff-20da-4715-bcd6-184f2dac9da7","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bc97a7df-b5d2-4d03-9fd3-d84f16561526
memory_id: ce329a39-623c-4c2b-a4a1-c08ca2dad43a
event: updated
new_content: Signet automatically injects relevant context into agent conversations
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T10:00:22.326Z
actor_type: pipeline
old_content:
  The Signet daemon is responsible for assembling and delivering context to agents in the OpenClaw/ClawdBot environment

reason:
  New fact describes the same core Signet mechanism more generally. Candidate [4] is OpenClaw-specific; new fact reveals it's a universal Signet behavior. Merging into broader principle: Signet daemon automatically injects relevant context into all agent conversations by assembling and delivering context based on conversation state.


id: ad8844ab-52b9-48c4-86c8-33551d581d94
memory_id: 7c55e5be-8102-43a0-a0ba-c0dfda016461
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:00:22.326Z
reason:
  New fact describes the same core Signet mechanism more generally. Candidate [4] is OpenClaw-specific; new fact reveals it's a universal Signet behavior. Merging into broader principle: Signet daemon automatically injects relevant context into all agent conversations by assembling and delivering context based on conversation state.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"ce329a39-623c-4c2b-a4a1-c08ca2dad43a","targetContent":"The Signet daemon is responsible for assembling and delivering context to agents in the OpenClaw/ClawdBot environment","confidence":0.85,"fact":{"content":"Signet automatically injects relevant context into agent conversations","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"ce329a39-623c-4c2b-a4a1-c08ca2dad43a","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 280d33ab-b655-4b1f-aaea-d5dfc907d2ab
memory_id: 7c55e5be-8102-43a0-a0ba-c0dfda016461
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:00:22.326Z
reason:
  Candidate [1] already explicitly documents the `/remember` and `/recall` slash commands as part of Signet's existing conventions. The new fact provides no additional information beyond what is already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Signet provides explicit memory commands for saving and recalling information","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 15ddd284-0745-418b-94f9-1b6ff9fb7a80
memory_id: 7c55e5be-8102-43a0-a0ba-c0dfda016461
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:00:22.326Z
reason:
  New fact is already covered by existing memory [1]. The candidate includes all four differentiation points (persistent memory, portable agent identity, automatic context injection, explicit memory commands) and provides additional context about when this was explained. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Signet's core differentiation from competing solutions is its combination of persistent memory, portable agent identity, automatic context injection, and explicit memory management","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: da365571-7464-4618-8417-b1a2c4a8c1f0
memory_id: 0ec0fbf8-ad7a-48e5-8e41-317c74b2855b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:01:20.931Z
reason:
  Candidate [5] already documents this exact decision: Nicholai's request to implement a PreToolUse hook blocking commits with Claude Code's Co-Authored-By attribution. No new information to add or refine.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai requested implementation of a PreToolUse hook to block git commits containing Claude Code's automatic 'Co-Authored-By: Claude' attribution","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b4db5a31-9c58-40c7-9499-ae0906a67a53
memory_id: 0ec0fbf8-ad7a-48e5-8e41-317c74b2855b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:01:20.931Z
reason:
  Candidate [4] already captures this exact fact: the PreToolUse hook's purpose is to block git commits containing Claude Code's Co-Authored-By attribution. New fact is semantically identical, just slightly different wording.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The PreToolUse hook is intended to intercept git commit operations and prevent commits with Claude Code's automatic co-author attribution from being created","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 33ff1a48-993e-46ca-b72d-e28ef8c0adff
memory_id: 0ec0fbf8-ad7a-48e5-8e41-317c74b2855b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:01:20.931Z
reason:
  Candidate [4] already documents that Claude Code automatically appends Co-Authored-By attribution. The new fact restates this technical behavior without adding new information beyond what's already captured in existing memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Claude Code automatically adds 'Co-Authored-By: Claude Haiku' attribution to git commits","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 20e7dac0-286f-46f9-8fba-350827f0064c
memory_id: 0ec0fbf8-ad7a-48e5-8e41-317c74b2855b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:01:20.931Z
reason:
  Candidate [4] already captures the identical information: planning and beginning implementation of the PreToolUse hook to block Claude's automatic Co-Authored-By attribution. Candidate [5] documents the next steps. New fact adds no new procedural details or context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A session was conducted to plan and begin implementing the PreToolUse hook for blocking Claude's automatic commit attribution","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a4aa3dd2-3d2c-4ab2-9762-d7b23f367639
memory_id: ccda4de4-ef08-4c94-855b-f488c993578a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:02:11.515Z
reason:
  Candidate [3] already documents this hook script at ~/.claude/hooks/block-coauthor.sh with the purpose of intercepting Bash tool calls before execution. The new fact is a summary statement already covered in detail by the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"A bash script at ~/.claude/hooks/block-coauthor.sh intercepts Bash tool calls before they are executed","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: 177d7f81-8b31-4db2-b6f7-1c46f0fbcd55
memory_id: ccda4de4-ef08-4c94-855b-f488c993578a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:02:11.515Z
reason:
  Candidate [4] already contains this procedural detail: 'The hook reads JSON input via stdin, extracts the git command being run using `jq`'. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The block-coauthor.sh hook reads JSON input via stdin to analyze git commands","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: 601d4cbc-d076-4877-8d45-0f16cdc35df0
memory_id: ccda4de4-ef08-4c94-855b-f488c993578a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:02:11.515Z
reason:
  Candidate [3] already covers this implementation detail: 'The hook reads JSON input via stdin, extracts the git command being run using `jq`'. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The block-coauthor.sh hook uses jq to extract git commands from the input JSON","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1d0e1238-a341-4883-9536-07313915ab38
memory_id: ccda4de4-ef08-4c94-855b-f488c993578a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:02:11.515Z
reason:
  Candidate [5] already documents the exact same technical detail: the bash script scans for the case-insensitive pattern 'Co-Authored-By:.*Claude'. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The block-coauthor.sh hook scans for the case-insensitive regex pattern 'Co-Authored-By:.*Claude' to detect and block Claude co-author attributions","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: 934b428a-3aab-4d31-94ea-494504805278
memory_id: 0a049648-ed7a-4e47-bb8b-d7bf6e3492ec
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:03:15.743Z
reason:
  Candidate [2] already contains this exact information with additional detail (5-second timeout, Bash tool matcher). New fact is a subset of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The PreToolUse hook is registered in ~/.claude/settings.json configuration file","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 207c88e3-673d-4b97-9007-b33aa598befe
memory_id: 0a049648-ed7a-4e47-bb8b-d7bf6e3492ec
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:03:15.743Z
reason:
  Candidate [5] already documents that the PreToolUse hook is registered with a 5-second timeout in ~/.claude/settings.json. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The PreToolUse hook has a 5-second timeout for execution","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7dcd1190-007a-4887-be91-c0cb6de79dc0
memory_id: 0a049648-ed7a-4e47-bb8b-d7bf6e3492ec
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:03:15.743Z
reason:
  Candidate [4] already documents that 'The PreToolUse hook is registered in `~/.claude/settings.json` with a 5-second timeout and matcher targeting the Bash tool.' The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The PreToolUse hook is configured with a matcher targeting the Bash tool","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1867f5eb-8783-4129-a451-87b90c813b73
memory_id: 0a049648-ed7a-4e47-bb8b-d7bf6e3492ec
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:03:15.743Z
reason:
  New fact is already covered by candidate [4], which explicitly states the PreToolUse hook mechanism: 'If found, it outputs a JSON response with permissionDecision: "deny"; otherwise it exits cleanly to allow execution.' The new fact adds no novel information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"When a condition is met, the PreToolUse hook outputs a JSON response with permissionDecision: 'deny' to block tool execution","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: dd92a7d3-6357-42fd-9f02-ed67c6df759d
memory_id: 0a049648-ed7a-4e47-bb8b-d7bf6e3492ec
event: updated
new_content: When a condition is not met, the PreToolUse hook exits cleanly to allow the Bash tool to execute
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T10:03:15.743Z
actor_type: pipeline
old_content:
  If found, it outputs a JSON response with `permissionDecision: "deny"`; otherwise it exits cleanly to allow execution. The PreToolUse hook is registered in `~/.claude/settings.json` with a 5-second timeout and matcher targeting the Bash tool.

reason:
  New fact adds specific behavioral detail about PreToolUse hook cleanup path. Candidate [5] already documents PreToolUse hook registration and the deny path; this fact clarifies the complementary allow path (exits cleanly when condition not met). Should be merged into single, complete procedural note.


id: 25b37b5b-db4d-4720-97d4-a0c8e37babea
memory_id: 0a049648-ed7a-4e47-bb8b-d7bf6e3492ec
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:03:15.744Z
reason:
  New fact adds specific behavioral detail about PreToolUse hook cleanup path. Candidate [5] already documents PreToolUse hook registration and the deny path; this fact clarifies the complementary allow path (exits cleanly when condition not met). Should be merged into single, complete procedural note.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"0a049648-ed7a-4e47-bb8b-d7bf6e3492ec","targetContent":"If found, it outputs a JSON response with `permissionDecision: \"deny\"`; otherwise it exits cleanly to allow execution. The PreToolUse hook is registered in `~/.claude/settings.json` with a 5-second timeout and matcher targeting the Bash tool.","confidence":0.92,"fact":{"content":"When a condition is not met, the PreToolUse hook exits cleanly to allow the Bash tool to execute","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"0a049648-ed7a-4e47-bb8b-d7bf6e3492ec","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f2685b84-9a85-4c0f-9610-ca345adbed3d
memory_id: 02df05e2-c885-4945-be22-65660daaaaca
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:04:07.267Z
reason:
  This fact is already covered by existing candidate [4] (ID: 02df05e2-c885-4945-be22-65660daaaaca), which specifically documents that settings.json contains existing SessionStart, UserPromptSubmit, and SessionEnd hooks that call signet commands. The new fact is less detailed than what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The settings.json file contains hook configurations that trigger on SessionStart, UserPromptSubmit, and SessionEnd events","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 861ae70d-7c20-4e5e-a3b8-a1896171912a
memory_id: 02df05e2-c885-4945-be22-65660daaaaca
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:04:07.268Z
reason:
  Candidate [3] already captures this fact—it explicitly mentions that settings.json contains hooks that call signet commands. The new fact is a restatement of information already present in the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Hooks configured in settings.json execute signet commands when their respective events occur","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a285a42d-b32f-4a51-8eea-4d5d22614413
memory_id: 02df05e2-c885-4945-be22-65660daaaaca
event: updated
new_content: The hook structure in settings.json uses a defined format that allows adding new hook entries
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T10:04:07.268Z
actor_type: pipeline
old_content:
  ## Work Completed Read existing `settings.json` to understand the hook structure and confirm the format for adding new hook entries. The file contains existing SessionStart, UserPromptSubmit, and SessionEnd hooks that call signet commands.

reason:
  The new fact describes the general extensibility of the hook structure, which complements candidate 1's concrete listing of existing hooks. Merging them creates a more complete memory about settings.json hooks: both what exists AND that the format supports adding new entries.


id: 6328c5c4-ccc2-4737-89d0-94c69c1e6aa9
memory_id: 02df05e2-c885-4945-be22-65660daaaaca
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:04:07.268Z
reason:
  The new fact describes the general extensibility of the hook structure, which complements candidate 1's concrete listing of existing hooks. Merging them creates a more complete memory about settings.json hooks: both what exists AND that the format supports adding new entries.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"02df05e2-c885-4945-be22-65660daaaaca","targetContent":"## Work Completed Read existing `settings.json` to understand the hook structure and confirm the format for adding new hook entries. The file contains existing SessionStart, UserPromptSubmit, and SessionEnd hooks that call signet commands.","confidence":0.8,"fact":{"content":"The hook structure in settings.json uses a defined format that allows adding new hook entries","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"02df05e2-c885-4945-be22-65660daaaaca","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f4657a09-9dcb-4b1a-8f35-644b676d93de
memory_id: 9e3daf6d-9a85-4901-b63f-9cb0171116c1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:05:26.791Z
reason:
  The new fact is already well-covered by existing candidates. Candidate [4] provides the detailed procedural specification for the bash script at ~/.claude/hooks/block-coauthor.sh, candidate [3] lists it as a next step, and candidate [5] indicates readiness to implement. The new fact adds no new information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A bash script must be created to implement the PreToolUse hook mechanism","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 15cbe042-6f03-4ca9-b887-7f2769a881fd
memory_id: 9e3daf6d-9a85-4901-b63f-9cb0171116c1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:05:26.791Z
reason:
  Candidate [2] already explicitly covers this action: 'update settings.json to register the PreToolUse hook' as part of the next steps. The new fact is already captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"settings.json must be updated to register the PreToolUse hook","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e828a262-23c0-4d4e-9895-361c766d60a1
memory_id: 0ec0fbf8-ad7a-48e5-8e41-317c74b2855b
event: updated
new_content: The PreToolUse hook should block git commits when attempted through Claude Code interface
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T10:05:26.791Z
actor_type: pipeline
old_content:
  ## Block Co-Authored-By Attribution Hook Implementation Nicholai requested implementation of a PreToolUse hook to block any git commits that contain Claude Code's automatic "Co-Authored-By: Claude" attribution. The session involved planning and beginning implementation of the blocking mechanism.

reason:
  New fact clarifies the blocking mechanism and timing. Candidate 3 describes the hook request and beginning of implementation, but the new fact adds important specification that commits should be blocked when attempted *through the Claude Code interface* (interface-level prevention, not post-creation filtering). Merging enhances clarity about the intended behavior.


id: beba0e92-101b-407e-806f-7f7e5d1c7970
memory_id: 9e3daf6d-9a85-4901-b63f-9cb0171116c1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:05:26.792Z
reason:
  New fact clarifies the blocking mechanism and timing. Candidate 3 describes the hook request and beginning of implementation, but the new fact adds important specification that commits should be blocked when attempted *through the Claude Code interface* (interface-level prevention, not post-creation filtering). Merging enhances clarity about the intended behavior.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"0ec0fbf8-ad7a-48e5-8e41-317c74b2855b","targetContent":"## Block Co-Authored-By Attribution Hook Implementation Nicholai requested implementation of a PreToolUse hook to block any git commits that contain Claude Code's automatic \"Co-Authored-By: Claude\" attribution. The session involved planning and beginning implementation of the blocking mechanism.","confidence":0.92,"fact":{"content":"The PreToolUse hook should block git commits when attempted through Claude Code interface","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"0ec0fbf8-ad7a-48e5-8e41-317c74b2855b","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3659b494-9e65-4dcc-afef-b8bbd7f7c168
memory_id: 9e3daf6d-9a85-4901-b63f-9cb0171116c1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:05:26.792Z
reason:
  Candidate [4] already documents this behavior explicitly: 'Test by attempting a commit through Claude Code (should be blocked) and a manual git commit outside Claude (should work normally).' The new fact is already covered as part of the hook testing strategy.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Manual git commits executed outside Claude Code should work normally without being blocked by the PreToolUse hook","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bf1720a8-8ac4-4a93-91dc-d545ef75a0bd
memory_id: 9e3daf6d-9a85-4901-b63f-9cb0171116c1
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T10:05:26.792Z
actor_type: pipeline
old_content:
  ## Next Steps Create the bash script and update settings.json to register the PreToolUse hook. Test by attempting a commit through Claude Code (should be blocked) and a manual git commit outside Claude (should work normally).

new_content:
  Testing the PreToolUse hook implementation requires two test cases: (1) attempting a git commit through Claude Code UI (should be blocked), (2) attempting a manual git commit from command line outside Claude (should succeed)

reason:
  The new fact provides specific test case procedures that directly expand on the existing 'Next Steps' candidate. It details the exact two test scenarios (Claude Code UI attempt + command line attempt) with expected outcomes, refining the abstract testing guidance already present.


id: 9e2a104f-552a-476b-92f7-941a02a50b5a
memory_id: 9e3daf6d-9a85-4901-b63f-9cb0171116c1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:05:26.793Z
reason:
  The new fact provides specific test case procedures that directly expand on the existing 'Next Steps' candidate. It details the exact two test scenarios (Claude Code UI attempt + command line attempt) with expected outcomes, refining the abstract testing guidance already present.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"9e3daf6d-9a85-4901-b63f-9cb0171116c1","targetContent":"## Next Steps Create the bash script and update settings.json to register the PreToolUse hook. Test by attempting a commit through Claude Code (should be blocked) and a manual git commit outside Claude (should work normally).","confidence":0.95,"fact":{"content":"Testing the PreToolUse hook implementation requires two test cases: (1) attempting a git commit through Claude Code UI (should be blocked), (2) attempting a manual git commit from command line outside Claude (should succeed)","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"9e3daf6d-9a85-4901-b63f-9cb0171116c1","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 41e9f819-0f4d-47fa-bc93-dc21981547bd
memory_id: a69cd84b-18c4-4df9-98b8-be4cdf362e3e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:06:17.176Z
reason:
  Candidate [5] already captures this exact decision: Nicholai requested implementation of a PreToolUse hook to block git commits containing Claude's automatic `Co-Authored-By:` attribution. New fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai requested implementation of a PreToolUse hook to block git commits containing Claude's automatic `Co-Authored-By:` attribution line","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5ac47d2a-8d8f-4157-a80b-42c825134551
memory_id: a69cd84b-18c4-4df9-98b8-be4cdf362e3e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:06:17.176Z
reason:
  Candidate [1] directly states the identical preference: 'Nicholai does not want Co-Authored-By attribution lines in git commits'. The new fact adds no new information and is already well-captured by existing memory. Candidates [3] and [4] further reinforce this as a firm rule, providing even stronger coverage.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Nicholai prefers git commits without Claude's automatic `Co-Authored-By:` attribution footer","type":"preference","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1a58d14f-f51a-4377-813c-6864bca3396a
memory_id: a69cd84b-18c4-4df9-98b8-be4cdf362e3e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:06:17.177Z
reason:
  New fact is already comprehensively covered by existing memories: [1] documents the decision to use PreToolUse hook for blocking commits, [2] describes the technical implementation (bash script with jq pattern matching), and [5] specifies the detailed plan for registration and execution. The new fact is a high-level summary that adds no new information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The intended blocking mechanism is a PreToolUse hook that intercepts git commit operations before they execute","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: b1006897-256d-42cb-b6a9-cf969acb19af
memory_id: a6b6029a-3ce8-4ce0-822f-c01bdc778ec3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:07:58.729Z
reason:
  New fact is already comprehensively covered by candidate [2], which describes the identical technical implementation: the bash script at ~/.claude/hooks/block-coauthor.sh that intercepts PreToolUse events, reads JSON via stdin, extracts git commands with jq, and blocks Co-Authored-By patterns. The existing candidate provides even more implementation detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A bash script at ~/.claude/hooks/block-coauthor.sh is designed to prevent git commits with Claude Co-Authored-By attribution by intercepting PreToolUse events","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 24c58592-0f70-4f69-9185-d3088d325ca8
memory_id: a6b6029a-3ce8-4ce0-822f-c01bdc778ec3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:07:58.729Z
reason:
  This fact is already covered by existing candidates [4] and [5], which both explicitly document that the block-coauthor.sh script reads JSON input from stdin (specifically PreToolUse JSON payload)

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The block-coauthor.sh script reads PreToolUse JSON payload from stdin","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cdf0e22b-8525-4b56-b3e9-11568560c496
memory_id: a6b6029a-3ce8-4ce0-822f-c01bdc778ec3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:07:58.729Z
reason:
  The new fact that block-coauthor.sh uses jq to extract the git command is already comprehensively covered in candidate [2], which describes the technical approach including 'extracts the git command being run using jq'. Candidate [3] also mentions this detail in the rule specification. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The block-coauthor.sh script extracts the git command from the JSON payload using jq","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 72610233-6704-498b-8450-62c900bc3480
memory_id: a6b6029a-3ce8-4ce0-822f-c01bdc778ec3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:07:58.729Z
reason:
  This procedural detail is already documented in candidate 4 (ID: ccda4de4) which explicitly states the script 'scans for the case-insensitive pattern `Co-Authored-By:.*Claude`' and candidate 5 which describes the same search pattern. No new information is added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The block-coauthor.sh script searches for the case-insensitive pattern `Co-Authored-By:.*Claude` within git commands","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0253a9c6-13db-4198-b6cb-5e0a22a4949b
memory_id: a6b6029a-3ce8-4ce0-822f-c01bdc778ec3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:07:58.729Z
reason:
  New fact is already comprehensively covered by candidate [5] (rule), which explicitly specifies that the script 'Returns `permissionDecision: "deny"` if found, otherwise allows execution'. The new fact restates the same behavior without adding new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The block-coauthor.sh script returns `permissionDecision: \"deny\"` when the Co-Authored-By Claude pattern is detected in a git command","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 831806e9-eda2-4d6c-8f9d-a55c29992898
memory_id: a6b6029a-3ce8-4ce0-822f-c01bdc778ec3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:07:58.729Z
reason:
  Candidate 5 already explicitly states the implementation behavior: 'Returns permissionDecision: "deny" if found, otherwise allows execution' - the new fact is a rephrasing of the same procedural detail that execution is allowed by default when the pattern is not found.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The block-coauthor.sh script allows git command execution by default when the Co-Authored-By Claude pattern is not found","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: dc3845ac-a07f-4293-a859-6252fddc5fa5
memory_id: a6b6029a-3ce8-4ce0-822f-c01bdc778ec3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:07:58.729Z
reason:
  Candidate [4] already contains this exact procedural requirement: 'The hook must be registered in `~/.claude/settings.json` with a 5-second timeout and status message.' The new fact is fully covered by existing rule memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The block-coauthor hook must be registered in ~/.claude/settings.json with a 5-second timeout and status message field","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 41c47751-5732-434a-8785-27a73ea5d3af
memory_id: 02e19812-eb76-4a42-b837-8912cedffc4b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:08:39.159Z
reason:
  Candidate [5] already captures this fact in greater detail, explicitly confirming that hook format uses event-based triggers (SessionStart, UserPromptSubmit, SessionEnd). The new fact adds no additional information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"settings.json file contains hook architecture that uses event-based triggers","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 330ba620-898a-46d0-8a30-971325f29113
memory_id: b813d4cd-abf9-430f-b571-c13d3b255d39
event: created
new_content: Hook system supports three event trigger types: SessionStart, UserPromptSubmit, and SessionEnd
changed_by: pipeline-v2
reason: No existing memories match this fact
created_at: 2026-02-27T10:08:39.160Z
metadata:
  {"proposedAction":"add","sourceMemoryId":"02e19812-eb76-4a42-b837-8912cedffc4b","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 257b205a-8ff1-4ac3-81af-0764b69d9cf0
memory_id: 02e19812-eb76-4a42-b837-8912cedffc4b
event: none
changed_by: pipeline-v2
reason: No existing memories match this fact
created_at: 2026-02-27T10:08:39.160Z
metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Hook system supports three event trigger types: SessionStart, UserPromptSubmit, and SessionEnd","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":"b813d4cd-abf9-430f-b571-c13d3b255d39","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: adc87fb9-cab5-4719-a29f-939086b77115
memory_id: 02e19812-eb76-4a42-b837-8912cedffc4b
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:08:39.160Z
reason:
  Candidate [5] already explicitly states 'Next steps: Create the hook script and update settings.json configuration.' This new fact is the same information at a higher level of abstraction and is already captured in the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Implementation plan involves creating a hook script and updating settings.json configuration","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 77d99179-c074-4f3d-978f-b055e4aa7dab
memory_id: 26b1f649-f0b2-4157-bc4b-0df21d08530c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:09:30.924Z
reason:
  Existing memories (3, 4, 5) already document Claude Code's automatic Co-Authored-By attribution behavior and Nicholai's response to it (preferences/rules in 1, 2, and implementation attempts in 4, 5). This new fact restates what's already covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Claude Code automatically adds 'Co-Authored-By: Claude <noreply@anthropic.com>' attribution to git commits","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ed7a91f9-e62b-4bea-9887-82e06242aa38
memory_id: 26b1f649-f0b2-4157-bc4b-0df21d08530c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:09:30.925Z
reason:
  The new fact about the PreToolUse hook implementation being in progress is already well-covered by existing candidates [4] and [5], which document both the request and initiation of the implementation. No new information is added that would warrant updating or creating a new memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"A PreToolUse hook is being implemented to block git commits that contain Claude Code's automatic attribution","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c6922ab7-3c1d-40c0-b23f-5a0d0b54f61c
memory_id: 26b1f649-f0b2-4157-bc4b-0df21d08530c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:09:30.925Z
reason:
  The new fact is vague and incomplete ('details incomplete in source text'). Candidate 1 already captures the full implementation plan with 5 specific code locations and detailed changes. Candidate 5 captures the two specific test cases for PreToolUse. No new information is added by this incomplete reference.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The implementation plan for the PreToolUse hook involves two tasks (details incomplete in source text)","type":"procedural","confidence":0.7},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e74109f8-4ccb-4b45-b420-503c48f70cc3
memory_id: 93b43cf7-67a4-4528-bde7-ab2459c58975
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:10:55.712Z
reason:
  Candidate [2] already comprehensively documents this script: location, functionality, implementation details (stdin, jq extraction, case-insensitive pattern matching). New fact is a condensed restatement of already-captured procedural knowledge.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A bash hook script exists at ~/.claude/hooks/block-coauthor.sh that enforces a rule preventing git commits containing the Co-Authored-By pattern","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: 260449df-8dcf-4cc9-abdc-48aee3621107
memory_id: 93b43cf7-67a4-4528-bde7-ab2459c58975
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:10:55.712Z
reason:
  New fact is already captured in existing memories. Candidates [2], [3], and [4] all explicitly mention that block-coauthor.sh reads JSON input via stdin as part of the hook mechanism.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The block-coauthor.sh script reads JSON data from stdin as its input source","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: fcf0a9e8-b7d0-491c-89ff-80a50832bc85
memory_id: 93b43cf7-67a4-4528-bde7-ab2459c58975
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:10:55.712Z
reason:
  Candidate [2] already explicitly states that the block-coauthor.sh script 'extracts the git command being run using `jq`'. The new fact is a specific detail that is already adequately covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The block-coauthor.sh script uses jq to parse and extract the git command from JSON input","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: cef6564b-0377-4b71-b426-c5d9e9183036
memory_id: 93b43cf7-67a4-4528-bde7-ab2459c58975
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:10:55.712Z
reason:
  Candidate 3 already comprehensively covers this fact, explicitly stating the script 'scans for the case-insensitive pattern `Co-Authored-By:.*Claude`'. Candidate 5 also mentions case-insensitive scanning. The new fact is a reiteration of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The block-coauthor.sh script performs case-insensitive scanning for the Co-Authored-By pattern in the extracted command","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: e4c2fd32-62ba-42d1-984c-286e63bd14bd
memory_id: 93b43cf7-67a4-4528-bde7-ab2459c58975
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:10:55.712Z
reason:
  The new fact describing the script's blocking behavior is already well-covered by candidate [5], which explicitly states the script 'Denies execution if found, allows otherwise.' Candidate [3] also specifies the deny/allow behavior as part of the implementation plan. No new information is being added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The block-coauthor.sh script denies (blocks) execution when a git commit operation contains the Co-Authored-By pattern","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: fbd380b0-20a2-49c4-b743-fd8290730950
memory_id: 93b43cf7-67a4-4528-bde7-ab2459c58975
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:10:55.712Z
reason:
  Candidates 3 and 5 already explicitly state the hook 'allows execution' when the Co-Authored-By pattern is not found. New fact is a restatement of existing coverage.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The block-coauthor.sh script allows execution for all other operations and git commits that do not contain the Co-Authored-By pattern","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: ba84c4e8-947f-4198-b722-4a772eb0814c
memory_id: d9a08ed5-99a8-4346-8d6e-058c642b5cf1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:11:47.961Z
reason:
  Candidate [3] already captures the core fact about adding PreToolUse hook entries to settings.json, with additional implementation details (matcher 'Bash', 5-second timeout, status message). The new fact is a general restatement that is already covered by this existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"A PreToolUse hook entry can be added to ~/.claude/settings.json hooks object to configure tool execution behavior","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: c6f0fffa-4f8a-4621-873c-4e121fc9dd06
memory_id: d9a08ed5-99a8-4346-8d6e-058c642b5cf1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:11:47.961Z
reason:
  Candidate [3] (ID: d9a08ed5-99a8-4346-8d6e-058c642b5cf1) already explicitly captures this exact configuration: PreToolUse entry with matcher 'Bash', 5-second timeout, and status message. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Bash tool PreToolUse hook in ~/.claude/settings.json can be configured with a matcher property set to 'Bash', a 5-second timeout, and a status message","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: 2ab668af-a7a1-4435-a086-6149a5c243d6
memory_id: 0a049648-ed7a-4e47-bb8b-d7bf6e3492ec
event: updated
old_content: When a condition is not met, the PreToolUse hook exits cleanly to allow the Bash tool to execute
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T10:11:47.961Z
actor_type: pipeline
new_content:
  PreToolUse hooks execute before a tool runs and can display status messages and enforce timeout limits

reason:
  New fact describes general PreToolUse hook capabilities (timing, status messages, timeouts) while existing memory describes a specific behavior (condition checking and clean exit). Merging creates comprehensive understanding of PreToolUse hook mechanics.


id: 9bef77dd-c9b6-4f97-b6ed-e29bf7428147
memory_id: d9a08ed5-99a8-4346-8d6e-058c642b5cf1
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:11:47.962Z
reason:
  New fact describes general PreToolUse hook capabilities (timing, status messages, timeouts) while existing memory describes a specific behavior (condition checking and clean exit). Merging creates comprehensive understanding of PreToolUse hook mechanics.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"0a049648-ed7a-4e47-bb8b-d7bf6e3492ec","targetContent":"When a condition is not met, the PreToolUse hook exits cleanly to allow the Bash tool to execute","confidence":0.88,"fact":{"content":"PreToolUse hooks execute before a tool runs and can display status messages and enforce timeout limits","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"0a049648-ed7a-4e47-bb8b-d7bf6e3492ec","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 96e4fad8-42c0-4b7f-924c-8a0d98eb4a5c
memory_id: 80469ebc-2faf-46f4-8899-82918c74c508
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:12:49.764Z
reason:
  Candidate [4] already captures this exact fact: 'Examined existing settings.json structure which already has hooks configured for SessionStart, UserPromptSubmit, and SessionEnd via signet commands.' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The settings.json file already has hooks configured for SessionStart, UserPromptSubmit, and SessionEnd events","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a2608f13-6d31-4cbb-ba2e-9138b2ad5327
memory_id: 80469ebc-2faf-46f4-8899-82918c74c508
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:12:49.764Z
reason:
  Candidate [4] (80469ebc-2faf-46f4-8899-82918c74c508) already explicitly states that SessionStart, UserPromptSubmit, and SessionEnd are configured 'via signet commands' - this is a direct match to the new fact and is already captured in memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The existing hooks in settings.json (SessionStart, UserPromptSubmit, SessionEnd) use signet commands for their implementations","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e2d9063a-279e-4193-a010-4fb7a0862c1c
memory_id: 80469ebc-2faf-46f4-8899-82918c74c508
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:12:49.764Z
reason:
  Candidate [4] (80469ebc...) already explicitly states 'The PreToolUse hook will follow the same pattern structure.' This new fact is redundant with existing memory and doesn't add new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The PreToolUse hook will be configured to follow the same pattern structure as the existing hooks in settings.json","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d834bd1e-e4b9-48d6-8ebf-65b098a2a5dc
memory_id: 80469ebc-2faf-46f4-8899-82918c74c508
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T10:12:49.764Z
actor_type: pipeline
old_content:
  Examined existing settings.json structure which already has hooks configured for SessionStart, UserPromptSubmit, and SessionEnd via signet commands. The PreToolUse hook will follow the same pattern structure.

new_content:
  Consistent hook pattern in settings.json means PreToolUse hook can be implemented using the signet command pattern already established by SessionStart, UserPromptSubmit, and SessionEnd hooks

reason:
  New fact provides architectural rationale for what [4] observes. Merging adds explicit insight that PreToolUse follows a consistent signet command pattern already proven by SessionStart/UserPromptSubmit/SessionEnd, making the memory more actionable.


id: 4827c963-24ae-43bb-aacb-e4e08f6fbaf7
memory_id: 80469ebc-2faf-46f4-8899-82918c74c508
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:12:49.765Z
reason:
  New fact provides architectural rationale for what [4] observes. Merging adds explicit insight that PreToolUse follows a consistent signet command pattern already proven by SessionStart/UserPromptSubmit/SessionEnd, making the memory more actionable.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"80469ebc-2faf-46f4-8899-82918c74c508","targetContent":"Examined existing settings.json structure which already has hooks configured for SessionStart, UserPromptSubmit, and SessionEnd via signet commands. The PreToolUse hook will follow the same pattern structure.","confidence":0.85,"fact":{"content":"Consistent hook pattern in settings.json means PreToolUse hook can be implemented using the signet command pattern already established by SessionStart, UserPromptSubmit, and SessionEnd hooks","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"80469ebc-2faf-46f4-8899-82918c74c508","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fa6fedd8-d409-48c7-ac21-b9b4b58f2708
memory_id: 97dfa23b-a0c3-4ef8-ad74-be55d7ad847a
event: created
new_content: Hook script implementation is pending and needs to be completed
changed_by: pipeline-v2
created_at: 2026-02-27T10:13:40.665Z
reason:
  New fact is about hook script implementation being pending and requiring completion. Existing candidate discusses documentation of flush handling in Claude Code. While both mention 'implementation pending,' they address different features and should be tracked separately.

metadata:
  {"proposedAction":"add","sourceMemoryId":"fbc62127-b750-4fa1-8729-634ca30b8a66","decisionConfidence":0.85,"factConfidence":0.7,"extractionModel":"haiku"}


id: dfeaa31e-c122-41f6-bbfb-dd89b3ce8af9
memory_id: fbc62127-b750-4fa1-8729-634ca30b8a66
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:13:40.665Z
reason:
  New fact is about hook script implementation being pending and requiring completion. Existing candidate discusses documentation of flush handling in Claude Code. While both mention 'implementation pending,' they address different features and should be tracked separately.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Hook script implementation is pending and needs to be completed","type":"procedural","confidence":0.7},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":"97dfa23b-a0c3-4ef8-ad74-be55d7ad847a","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: db37081b-aee5-40c9-9319-4a2b93bc6aae
memory_id: e7b4664b-8146-42d7-83a5-a71c670274d4
event: created
new_content: Settings update is pending and needs to be completed
changed_by: pipeline-v2
created_at: 2026-02-27T10:13:40.666Z
reason:
  New fact describes a pending settings update action. No existing candidate specifically addresses pending settings-related work. While candidate [2] mentions implementation phases and [4] relates to update system functions, neither captures this specific pending settings task.

metadata:
  {"proposedAction":"add","sourceMemoryId":"fbc62127-b750-4fa1-8729-634ca30b8a66","decisionConfidence":0.65,"factConfidence":0.7,"extractionModel":"haiku"}


id: aff5f3c1-5221-4fc9-bc48-718ad7c4b4cc
memory_id: fbc62127-b750-4fa1-8729-634ca30b8a66
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:13:40.666Z
reason:
  New fact describes a pending settings update action. No existing candidate specifically addresses pending settings-related work. While candidate [2] mentions implementation phases and [4] relates to update system functions, neither captures this specific pending settings task.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.65,"fact":{"content":"Settings update is pending and needs to be completed","type":"procedural","confidence":0.7},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":"e7b4664b-8146-42d7-83a5-a71c670274d4","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a3c48acc-29bb-4b30-a53e-5396e5d1fb5c
memory_id: fbc62127-b750-4fa1-8729-634ca30b8a66
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:13:40.666Z
reason:
  Candidate 5 already captures this fact ('Session ended after reading settings.json') with additional context about pending implementation. New fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"settings.json was read during a session","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b08ce446-e675-4614-85b6-94ac430cf0a2
memory_id: f8d14a1e-3f8c-4d49-b53e-8ad28d3b4295
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T10:34:46.529Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 220 characters]

new_content:
  The Signet documentation block in `packages/core/src/markdown.ts` contains a broken or outdated CLI reference to secret management that should be removed

reason:
  New decision (0.85) directly confirms existing issue [5]. Both identify the same problem: outdated CLI references in markdown.ts that need removal and replacement with MCP tool documentation. Merge to strengthen existing issue with higher confidence.


id: 5747542e-7a24-47d3-89ff-dd54c15b7300
memory_id: f8d14a1e-3f8c-4d49-b53e-8ad28d3b4295
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:34:46.531Z
reason:
  New decision (0.85) directly confirms existing issue [5]. Both identify the same problem: outdated CLI references in markdown.ts that need removal and replacement with MCP tool documentation. Merge to strengthen existing issue with higher confidence.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"f8d14a1e-3f8c-4d49-b53e-8ad28d3b4295","targetContent":"**Documentation Fix**: Update the Signet block in `packages/core/src/markdown.ts` to remove the broken CLI reference and document the actual workflow: `secret_list` and `secret_exec` MCP tools for discovery and usage. 2.","confidence":0.92,"fact":{"content":"The Signet documentation block in `packages/core/src/markdown.ts` contains a broken or outdated CLI reference to secret management that should be removed","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"f8d14a1e-3f8c-4d49-b53e-8ad28d3b4295","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 20915cc0-bd02-4ea8-8c95-42872104fa9d
memory_id: f8d14a1e-3f8c-4d49-b53e-8ad28d3b4295
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:34:46.531Z
reason:
  Candidate [2] (ID: 0336fa74-aecf-4f0c-a46b-cd3e4de00f97) already covers this fact: 'The secret_list MCP tool in Signet enables users to discover what secrets are available in the system'. The new fact is a restatement of the same concept with no additional detail or context to justify a separate memory entry.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `secret_list` MCP tool is used in Signet to discover available secret names stored in the secret store","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 023d98d9-6b9a-468c-8b65-04663047837d
memory_id: ff3a8b11-23cd-45a0-abca-39bf11ebbf9a
event: updated
old_content: The secret_exec MCP tool runs shell commands with secrets injected as environment variables
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T10:34:46.531Z
actor_type: pipeline
new_content:
  The `secret_exec` MCP tool is used in Signet to execute shell commands with secrets injected as environment variables, with output automatically redacted

reason:
  New fact adds important detail about output redaction to existing secret_exec memory. Merging enriches the procedural knowledge with security-relevant behavior.


id: e22d1323-e271-4126-936c-0afffb7943ba
memory_id: f8d14a1e-3f8c-4d49-b53e-8ad28d3b4295
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:34:46.531Z
reason:
  New fact adds important detail about output redaction to existing secret_exec memory. Merging enriches the procedural knowledge with security-relevant behavior.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"ff3a8b11-23cd-45a0-abca-39bf11ebbf9a","targetContent":"The secret_exec MCP tool runs shell commands with secrets injected as environment variables","confidence":0.9,"fact":{"content":"The `secret_exec` MCP tool is used in Signet to execute shell commands with secrets injected as environment variables, with output automatically redacted","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"ff3a8b11-23cd-45a0-abca-39bf11ebbf9a","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1d736666-22fe-4a4a-8f9f-bfc55c1dea65
memory_id: f8d14a1e-3f8c-4d49-b53e-8ad28d3b4295
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:34:46.531Z
reason:
  Candidate #4 (f8d14a1e-3f8c-4d49-b53e-8ad28d3b4295) already captures this decision with identical specificity: 'Update the Signet block in `packages/core/src/markdown.ts` to remove the broken CLI reference and document the actual workflow: `secret_list` and `secret_exec` MCP tools'. New fact adds no additional detail or nuance.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The documentation in `packages/core/src/markdown.ts` should replace the broken CLI reference with instructions for using `secret_list` and `secret_exec` MCP tools for secret discovery and command execution","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: 8f5d7e56-555a-43ab-bd9a-05dc3c4c5705
memory_id: 86c2499b-d0f5-480f-a806-6f6b57268c65
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:35:56.782Z
reason:
  Candidate [5] already captures this exact procedural requirement: adding secret_list and secret_exec tools to packages/daemon/src/mcp/tools.ts with specific implementation details. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Two new MCP tools (secret_list and secret_exec) must be added to packages/daemon/src/mcp/tools.ts","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: 2e595fac-e646-4a2b-b7be-8d09665cde07
memory_id: 86c2499b-d0f5-480f-a806-6f6b57268c65
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:35:56.782Z
reason:
  Candidate [5] already explicitly documents that secret_list 'queries GET /api/secrets to return available secret names' — the new fact is a restatement of existing memory

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The secret_list MCP tool queries the GET /api/secrets endpoint to return a list of available secret names","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: 6ca9754b-9332-4d3f-8358-ab9d84710e67
memory_id: 86c2499b-d0f5-480f-a806-6f6b57268c65
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:35:56.782Z
reason:
  Candidate [4] (ID: ff3a8b11...) already contains this exact procedural fact, with additional detail (output automatically redacted). New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The secret_exec MCP tool executes shell commands with secrets injected as environment variables","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: cbf97e25-764d-4246-a81e-e49fd68032a7
memory_id: 86c2499b-d0f5-480f-a806-6f6b57268c65
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:35:56.782Z
reason:
  Candidate [5] already documents that secret_exec 'takes command string and env var → secret name mapping', which is precisely the same information as the new fact about accepting two parameters (command string and env var→secret name mapping)

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The secret_exec MCP tool accepts two parameters: a command string and a mapping of environment variable names to secret names","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: 90f10ac5-8a0c-42cd-b68a-33b4f23f6416
memory_id: 3ac9af12-3053-4d1b-81d4-00f9a31f57c3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:36:54.688Z
reason:
  Existing candidate [5] already documents this exact fact: 'already has hooks configured for SessionStart, UserPromptSubmit, and SessionEnd via signet commands'. Candidate [2] also confirms these hooks exist. Information is well-covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"settings.json already has hooks configured for SessionStart, UserPromptSubmit, and SessionEnd that invoke signet commands","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cf0ee384-596d-4d37-9da8-80cd277e9ab1
memory_id: 3ac9af12-3053-4d1b-81d4-00f9a31f57c3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:36:54.688Z
reason:
  New fact is already captured in candidate 5 (3ac9af12-3053-4d1b-81d4-00f9a31f57c3), which explicitly states 'The PreToolUse hook will follow the same pattern structure' established by existing hooks. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The PreToolUse hook will be implemented to follow the same pattern structure as the existing SessionStart, UserPromptSubmit, and SessionEnd hooks in settings.json","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 621ae35d-8df1-47fe-ad7c-ad70280fc5ae
memory_id: 15163762-7ee7-452e-8205-71bdf189c747
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:38:19.016Z
reason:
  Candidate 5 (15163762-7ee7-452e-8205-71bdf189c747) already explicitly documents that the PreToolUse hook outputs a JSON response with `permissionDecision: "deny"` when a condition is found. The new fact is already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The PreToolUse hook outputs a JSON response with `permissionDecision: \"deny\"` when a condition is detected","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7d5a5a3c-e13b-4acf-b35c-a115ccb28c63
memory_id: 15163762-7ee7-452e-8205-71bdf189c747
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:38:19.016Z
reason:
  Candidate [5] already captures this behavior: 'otherwise it exits cleanly to allow execution' describes exactly what happens when the condition is not detected. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The PreToolUse hook exits cleanly to allow execution when the condition is not detected","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3ae6d960-8feb-45da-8b80-cb6917e23d9f
memory_id: d9a08ed5-99a8-4346-8d6e-058c642b5cf1
event: updated
new_content: The PreToolUse hook is registered in ~/.claude/settings.json
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T10:38:19.016Z
actor_type: pipeline
old_content:
  **Settings Registration** - Adding a PreToolUse entry to `~/.claude/settings.json` hooks object with matcher "Bash", 5-second timeout, and status message.

reason:
  New fact confirms the PreToolUse hook registration described in candidate [3]. The existing memory was about adding/implementing it; the new fact confirms completion. Merge to reflect confirmed registration status with existing configuration details.


id: f6cb128d-b27b-4bdd-9637-3da4c85d2bb1
memory_id: 15163762-7ee7-452e-8205-71bdf189c747
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:38:19.017Z
reason:
  New fact confirms the PreToolUse hook registration described in candidate [3]. The existing memory was about adding/implementing it; the new fact confirms completion. Merge to reflect confirmed registration status with existing configuration details.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"d9a08ed5-99a8-4346-8d6e-058c642b5cf1","targetContent":"**Settings Registration** - Adding a PreToolUse entry to `~/.claude/settings.json` hooks object with matcher \"Bash\", 5-second timeout, and status message.","confidence":0.92,"fact":{"content":"The PreToolUse hook is registered in ~/.claude/settings.json","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"d9a08ed5-99a8-4346-8d6e-058c642b5cf1","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8f05da38-dd42-458f-816a-f25295103ac0
memory_id: 15163762-7ee7-452e-8205-71bdf189c747
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:38:19.017Z
reason:
  New fact is already captured by existing candidates [4] and [5], which both specifically mention the 5-second timeout configured for the PreToolUse hook in ~/.claude/settings.json

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The PreToolUse hook has a 5-second timeout configured","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 50e58238-d959-4822-9979-628abdada44d
memory_id: 15163762-7ee7-452e-8205-71bdf189c747
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:38:19.017Z
reason:
  Fact already covered by existing candidate [5], which explicitly states 'The PreToolUse hook is registered in ~/.claude/settings.json with a 5-second timeout and matcher targeting the Bash tool.' Candidate [2] also covers the matcher targeting Bash as part of the settings.json configuration.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The PreToolUse hook includes a matcher that targets the Bash tool","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7aea0dc3-68ac-4746-8eda-ca86bcb26e54
memory_id: 12fd8ec4-3a72-4c82-9d53-cbec2bce0d6e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:39:38.009Z
reason:
  Candidate [5] already documents this exact fact: Signet introduction posted to GitHub Discussions #28597 in 'Show and tell' category, with full URL and context. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"12fd8ec4-3a72-4c82-9d53-cbec2bce0d6e","targetContent":"Posted Signet introduction to OpenClaw GitHub Discussions #28597 (Show and tell category). Framed around memory auto-injection and agent-blind secrets, referencing existing community pain points. URL: https://github.com/openclaw/openclaw/discussions/28597","confidence":0.95,"fact":{"content":"Signet introduction post was published to OpenClaw GitHub Discussions #28597 in the \"Show and tell\" category","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: eab0af46-577f-488c-af46-c81a73777c00
memory_id: 12fd8ec4-3a72-4c82-9d53-cbec2bce0d6e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:39:38.009Z
reason:
  Candidate [1] already captures this exact information: the Signet introduction post was framed around memory auto-injection and agent-blind secrets. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet introduction post framing emphasizes memory auto-injection and agent-blind secrets as core features","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: 5f2e0670-474d-4df8-9196-e25ec5af4b65
memory_id: 12fd8ec4-3a72-4c82-9d53-cbec2bce0d6e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:39:38.009Z
reason:
  Candidate [5] already captures this fact: it explicitly states the post was 'framed around...referencing existing community pain points.' The new fact adds rationale/emphasis but no new information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The Signet introduction post was designed to reference and address existing OpenClaw community pain points","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8a3d6de5-5e88-4422-97af-d824d9a84ed3
memory_id: 12fd8ec4-3a72-4c82-9d53-cbec2bce0d6e
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T10:39:38.010Z
actor_type: pipeline
old_content:
  Posted Signet introduction to OpenClaw GitHub Discussions #28597 (Show and tell category). Framed around memory auto-injection and agent-blind secrets, referencing existing community pain points. URL: https://github.com/openclaw/openclaw/discussions/28597

new_content:
  Signet positioning leverages community pain points (memory injection, secret management) to demonstrate relevance and value to OpenClaw users

reason:
  New fact is the strategic rationale behind the existing GitHub Discussions post. Candidate [5] describes the action (posting with specific framing), while the new fact explains why—leveraging community pain points for positioning. Merge into one complete memory capturing both the tactic and the underlying strategy.


id: e474df1c-a072-461d-9d26-99bcfe00677e
memory_id: 12fd8ec4-3a72-4c82-9d53-cbec2bce0d6e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:39:38.010Z
reason:
  New fact is the strategic rationale behind the existing GitHub Discussions post. Candidate [5] describes the action (posting with specific framing), while the new fact explains why—leveraging community pain points for positioning. Merge into one complete memory capturing both the tactic and the underlying strategy.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"12fd8ec4-3a72-4c82-9d53-cbec2bce0d6e","targetContent":"Posted Signet introduction to OpenClaw GitHub Discussions #28597 (Show and tell category). Framed around memory auto-injection and agent-blind secrets, referencing existing community pain points. URL: https://github.com/openclaw/openclaw/discussions/28597","confidence":0.92,"fact":{"content":"Signet positioning leverages community pain points (memory injection, secret management) to demonstrate relevance and value to OpenClaw users","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"12fd8ec4-3a72-4c82-9d53-cbec2bce0d6e","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b86a3f5e-258a-42b7-8b0a-c60b9a8856a7
memory_id: b7479667-c36f-4551-964e-20401fd63ea0
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:53:32.464Z
reason:
  The new fact is already captured by existing memories [4] and [5]. Candidate [4] is a decision about removing the broken CLI reference, and candidate [5] is an issue describing the same fix with additional context about what should replace it (secret_list and secret_exec MCP tools). The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The Signet documentation block in packages/core/src/markdown.ts contains a broken CLI reference that needs to be removed","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3f063f0e-73ac-4fb6-8d25-ab67585f52d1
memory_id: 1a855832-dd1c-4e1b-8e1d-84d8083b12d8
event: created
changed_by: pipeline-v2
created_at: 2026-02-27T10:53:32.464Z
new_content:
  The correct secret management workflow uses secret_list MCP tool for discovering available secret names and secret_exec MCP tool for executing commands with secrets injected as environment variables

reason:
  New fact provides complete procedural workflow combining both secret_list and secret_exec tools. Existing candidates are fragmented (partial tools [1][4], meta/decision-level [3], or implementation-focused [5]). Storing as cohesive procedural knowledge improves recall and usability.

metadata:
  {"proposedAction":"add","sourceMemoryId":"b7479667-c36f-4551-964e-20401fd63ea0","decisionConfidence":0.85,"factConfidence":0.95,"extractionModel":"haiku"}


id: ffa4f306-8424-4766-8575-aaae6bd660e0
memory_id: b7479667-c36f-4551-964e-20401fd63ea0
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:53:32.464Z
reason:
  New fact provides complete procedural workflow combining both secret_list and secret_exec tools. Existing candidates are fragmented (partial tools [1][4], meta/decision-level [3], or implementation-focused [5]). Storing as cohesive procedural knowledge improves recall and usability.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The correct secret management workflow uses secret_list MCP tool for discovering available secret names and secret_exec MCP tool for executing commands with secrets injected as environment variables","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":"1a855832-dd1c-4e1b-8e1d-84d8083b12d8","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d2f8cbed-791a-4fc8-b867-c0be4d8d8112
memory_id: b7479667-c36f-4551-964e-20401fd63ea0
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T10:53:32.465Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 220 characters]

new_content:
  The Signet documentation block in packages/core/src/markdown.ts should be updated to document the actual MCP tool-based secret workflow instead of the broken CLI reference

reason:
  New fact refines and reinforces existing decision [5] about the markdown.ts documentation block. Both identify the need to replace the broken CLI reference with proper MCP tool (secret_list/secret_exec) workflow documentation. New fact emphasizes the replacement action ('update to document the actual MCP tool-based workflow instead of') which is more precise than just removal. Merge by emphasizing the workflow replacement focus.


id: f93c0863-9194-479b-a8bb-0eb6fa302242
memory_id: b7479667-c36f-4551-964e-20401fd63ea0
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:53:32.465Z
reason:
  New fact refines and reinforces existing decision [5] about the markdown.ts documentation block. Both identify the need to replace the broken CLI reference with proper MCP tool (secret_list/secret_exec) workflow documentation. New fact emphasizes the replacement action ('update to document the actual MCP tool-based workflow instead of') which is more precise than just removal. Merge by emphasizing the workflow replacement focus.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"b7479667-c36f-4551-964e-20401fd63ea0","targetContent":"**Documentation Fix**: Update the Signet block in `packages/core/src/markdown.ts` to remove the broken CLI reference and document the actual workflow: `secret_list` and `secret_exec` MCP tools for discovery and usage. 2.","confidence":0.92,"fact":{"content":"The Signet documentation block in packages/core/src/markdown.ts should be updated to document the actual MCP tool-based secret workflow instead of the broken CLI reference","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"b7479667-c36f-4551-964e-20401fd63ea0","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 29e2fcf7-1a72-46e2-8dd9-819e31ce40d0
memory_id: 41ff55eb-4de9-4560-95e6-f0c1a3872473
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:54:43.977Z
reason:
  Candidate [5] already documents this exact fact with greater specificity, including the matcher pattern, timeout value, and status message details. The new fact is subsumed by the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Settings Registration is implemented by adding a PreToolUse entry to the hooks object in ~/.claude/settings.json","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: a261deb3-3813-4116-8935-9bf307d24cfd
memory_id: 41ff55eb-4de9-4560-95e6-f0c1a3872473
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:54:43.977Z
reason:
  New fact is already covered by existing candidates [4] and [5], which both explicitly state the PreToolUse hook has a matcher targeting the Bash tool with 5-second timeout

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The PreToolUse hook entry in ~/.claude/settings.json has a matcher field configured for the Bash tool","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: 4c1f9e56-ce16-43d9-9e79-b165f25d9070
memory_id: 41ff55eb-4de9-4560-95e6-f0c1a3872473
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:54:43.977Z
reason:
  The 5-second timeout for PreToolUse hook is already documented in candidates [4] and [5]. Candidate [4] explicitly states 'The PreToolUse hook is registered in `~/.claude/settings.json` with a 5-second timeout' and candidate [5] mentions 'hooks object with matcher "Bash", 5-second timeout'. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The PreToolUse hook entry in ~/.claude/settings.json specifies a 5-second timeout","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: 310448e5-91f2-48ba-991d-07047ef02e39
memory_id: 41ff55eb-4de9-4560-95e6-f0c1a3872473
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T10:54:43.977Z
reason:
  Candidate [5] already captures this detail: PreToolUse hook entry includes matcher 'Bash', 5-second timeout, and status message field. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The PreToolUse hook entry in ~/.claude/settings.json includes a status message field","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: 123f7fea-6136-4def-859d-55e72dfa1e09
memory_id: 4124bd7d-5ff4-4d02-a220-cebc7ed2f7b9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:00:13.076Z
reason:
  Candidate [4] already captures this exact session initiation: 'Session initiated the openclaw-bugfix-pr skill to find and fix a bug in the openclaw repository.' No new or refined information in the new fact.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A session was initiated using the openclaw-bugfix-pr skill to find and fix a bug in the openclaw repository","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d4946b49-04ab-4e7e-88bb-22f87ee6aee9
memory_id: 4124bd7d-5ff4-4d02-a220-cebc7ed2f7b9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:00:13.076Z
reason:
  Candidate [4] already captures this exact information: 'The working context was a reference copy at `/home/nicholai/signet/signetai/references/openclaw`.' The new fact is redundant and already well-documented in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The working context for openclaw bugfix PR work is a reference copy of the openclaw repository located at `/home/nicholai/signet/signetai/references/openclaw`","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a4908120-555c-4c60-a94c-ec79fb4a162e
memory_id: 815fdad1-1188-4d53-9742-f83754c54b7f
event: created
changed_by: pipeline-v2
created_at: 2026-02-27T11:00:13.076Z
new_content:
  The openclaw-bugfix-pr skill is designed to find, fix, validate, and ship focused bug-fix pull requests for the openclaw/openclaw repository

reason:
  New fact describes the skill's general purpose/design, while existing candidates document specific session instances using the skill. This meta-knowledge about what the skill does is distinct and useful as standalone reference material.

metadata:
  {"proposedAction":"add","sourceMemoryId":"4124bd7d-5ff4-4d02-a220-cebc7ed2f7b9","decisionConfidence":0.85,"factConfidence":0.85,"extractionModel":"haiku"}


id: e794f38f-1fa6-46e9-9004-197c27e39b02
memory_id: 4124bd7d-5ff4-4d02-a220-cebc7ed2f7b9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:00:13.076Z
reason:
  New fact describes the skill's general purpose/design, while existing candidates document specific session instances using the skill. This meta-knowledge about what the skill does is distinct and useful as standalone reference material.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The openclaw-bugfix-pr skill is designed to find, fix, validate, and ship focused bug-fix pull requests for the openclaw/openclaw repository","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":"815fdad1-1188-4d53-9742-f83754c54b7f","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4339db61-3a9b-4b23-afe6-018ed9975c20
memory_id: 80bce2ea-c4af-4093-a0ca-1c438020b397
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:01:27.584Z
reason:
  New fact is already covered by candidate 80bce2ea. Candidate #5 explicitly states the repository is 'on main branch, ahead 1 and behind 1 from origin/main' as part of the initial setup confirmation. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The openclaw repository on the local machine is on the main branch, with git status showing ahead 1 commit and behind 1 commit from origin/main","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bc50c4b5-fcdd-4512-84a6-626cee4cad74
memory_id: 80bce2ea-c4af-4093-a0ca-1c438020b397
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:01:27.584Z
reason:
  Candidate [4] already documents the exact same configuration: 'Both origin (openclaw/openclaw) and fork (NicholaiVogel/clawdbot) remotes configured'. New fact is already captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The openclaw repository has two remotes configured: origin pointing to openclaw/openclaw and a fork pointing to NicholaiVogel/clawdbot","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2313dda1-9f98-46ac-9d70-dafaff69f819
memory_id: 80bce2ea-c4af-4093-a0ca-1c438020b397
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:01:27.584Z
reason:
  Candidate [4] already documents this exact activity: 'Assistant began searching for open bug issues to reproduce and fix' in the openclaw/openclaw repository. The new fact restates the same action without adding new information or context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The assistant was searching for open bug issues in the openclaw/openclaw repository with the goal of reproducing and fixing them","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: 4bd999d9-40be-47d2-ba8e-8a21bc8b3c8c
memory_id: 80bce2ea-c4af-4093-a0ca-1c438020b397
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:01:27.584Z
reason:
  Existing candidate [3] (ID: 707d00b0-b7ab-4f2f-9fac-db604e1e53b3) already captures this fact: 'No specific bugs were identified or fixed during this short session window—exploration was just beginning when the conversation ended.' Candidate [5] also includes this in its summary. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The work session was truncated before any specific bugs could be identified or reproduced","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4ea329fb-e86e-45a7-aff0-d3b75f203f40
memory_id: 34ec12f7-6687-4e18-8be6-e9762a87dfab
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:03:40.417Z
reason:
  Candidate [5] (ID: 34ec12f7-6687-4e18-8be6-e9762a87dfab) already contains this exact procedural information: 'Hook system initialized successfully via `signet hook session-start` command with Claude Code harness.' The new fact adds no new knowledge beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Session initialization in the Claude Code harness uses the `signet hook session-start` command to initialize the hook system","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e51d1a01-c3c1-4189-a652-5fdc2cac3277
memory_id: 34ec12f7-6687-4e18-8be6-e9762a87dfab
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:03:40.417Z
reason:
  Existing memories already document multiple successful hook system initializations in Claude Code harness on signetai project. Candidate [5] explicitly states 'Hook system initialized successfully via `signet hook session-start` command with Claude Code harness.' The new fact is a generalization already well-supported by evidence in candidates [1], [2], [4], and [5].

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The Claude Code harness supports successful hook system initialization during session startup on the signetai project","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 155654e2-5a2d-49e1-9609-ecc2a80e5a75
memory_id: cc7a8374-2e79-4360-9be8-3ec132dbbe3e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:18:43.086Z
reason:
  Candidate 2 (cc7a8374...) already explicitly states 'The wizard previously offered 7 harness/connector options' as part of the setup wizard restriction implementation documentation. This fact is fully captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet CLI setup wizard was originally configured to offer 7 different harness/connector options to users","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: 7d3344f6-adde-4532-ad1e-fe31d938d6c1
memory_id: cc7a8374-2e79-4360-9be8-3ec132dbbe3e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:18:43.087Z
reason:
  New fact is already captured by candidate [4] (ID: cc7a8374), which documents the same setup wizard restriction decision: reduction from 7 harness options to 3 supported platforms. Candidate [5] provides implementation details. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet CLI setup wizard was restricted to only supported connectors, reducing the available platform options from 7 to 3","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e23f253c-23d8-49e9-b991-06773265940b
memory_id: cc7a8374-2e79-4360-9be8-3ec132dbbe3e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:18:43.087Z
reason:
  Candidate 2 (cc7a8374-...) already captures the essential information: the setup wizard restriction was implemented to limit harness options to supported connectors (7→3) per Nicholai's request. The new fact restates this rationale without adding new details.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The setup wizard restriction to supported connectors was implemented per Nicholai's request to limit available harness options","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: 2b00aeda-9064-4c5c-8e02-facdec2e7677
memory_id: fac304bc-0470-4bc9-8bfd-711acff8daf7
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:19:58.052Z
reason:
  Candidate ID fac304bc-0470-4bc9-8bfd-711acff8daf7 already documents this exact change: modifications to packages/cli/src/cli.ts lines 1628-1664 to restrict setup wizard to supported connectors (Claude Code, OpenCode, OpenClaw only). The new fact adds no new information beyond what's already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The setup wizard in packages/cli/src/cli.ts (lines 1628-1664) was modified to restrict harness choice options","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8c8cf4fb-ba82-4d7c-83c8-30ab440d8bb5
memory_id: fac304bc-0470-4bc9-8bfd-711acff8daf7
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:19:58.053Z
reason:
  Candidate 2 (cc7a8374...) already captures this fact: it explicitly states the setup wizard was restricted to 3 supported platforms (Claude Code, OpenCode, OpenClaw), reducing from 7 original options. Candidate 3 provides implementation details. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The setup wizard now supports only Claude Code, OpenCode, and OpenClaw as available harness choices","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2edce2ee-e587-415e-9a9b-bdedcc847027
memory_id: fac304bc-0470-4bc9-8bfd-711acff8daf7
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:19:58.053Z
reason:
  Candidate 5 already captures the specific implementation of this decision - it documents the exact removal of Cursor, Windsurf, ChatGPT, and Gemini from the setup wizard. The new fact restates the same information (which harnesses were removed and why), adding no new substantive details beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Cursor, Windsurf, ChatGPT, and Gemini harness options were removed from the setup wizard because they are unsupported","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: df7ce372-e2dd-4537-a0df-83998b3c2d20
memory_id: fac304bc-0470-4bc9-8bfd-711acff8daf7
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:19:58.053Z
reason:
  New fact is already captured in candidate [4], which documents the specific cli.ts changes that restricted setup wizard to Claude Code, OpenCode, and OpenClaw by removing Cursor, Windsurf, ChatGPT, and Gemini. Existing memory is more detailed and actionable.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Only three harnesses are currently maintained by Signet: Claude Code, OpenCode, and OpenClaw","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 59723523-c5b8-4ca4-a381-b7dad6093d0b
memory_id: 358317b4-b732-4fe8-adf2-9e2e0e580293
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:20:43.276Z
reason:
  Candidate [4] (ID: 358317b4...) already captures this exact change: 'Removed conversation import prompt (lines 1853-1857): Eliminated the wantImport confirmation that allowed users to import conversations during setup.' The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The conversation import confirmation prompt (wantImport) was removed from the CLI setup wizard in packages/cli/src/cli.ts, previously allowing users to import conversations during initial setup","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 65d34cf6-438a-450b-8139-c7924282d285
memory_id: 358317b4-b732-4fe8-adf2-9e2e0e580293
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:20:43.276Z
reason:
  Candidate [3] already captures this exact change: 'Removed import conditional (lines 2125-2127): Deleted the `if (wantImport)` block that called `migrateWizard()`'. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The conditional block `if (wantImport) { migrateWizard() }` was deleted from packages/cli/src/cli.ts, eliminating the migration pathway that called migrateWizard() when users opted to import conversations","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e7efc69d-3aa5-43a0-b1f0-a69cd21f7949
memory_id: 0949b4ce-4408-4ffa-afbf-c3ecde395335
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:21:36.180Z
reason:
  Candidate [5] already documents the deletion of migrateWizard() at lines 2356-2385, making the new fact redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The migrateWizard() stub function was deleted from packages/cli/src/cli.ts (lines 2356-2385)","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 928d4564-320a-4ccf-a809-649a09327b3c
memory_id: 0949b4ce-4408-4ffa-afbf-c3ecde395335
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:21:36.180Z
reason:
  Candidate #5 (ID: 0949b4ce-4408-4ffa-afbf-c3ecde395335) already explicitly documents that the `program.command('migrate')` CLI command registration was deleted at lines 2887-2894 in packages/cli/src/cli.ts. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The program.command('migrate') CLI command registration was deleted from packages/cli/src/cli.ts (lines 2887-2894)","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: be59781c-a64a-4566-aa6b-26c20469c42c
memory_id: 0949b4ce-4408-4ffa-afbf-c3ecde395335
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:21:36.180Z
reason:
  Candidate [5] already documents this exact change: 'Removed migrate command registration (lines 2887-2894): Deleted the program.command("migrate") CLI command.' No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The migrate command has been removed from the Signet CLI tool","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 95fc2b35-6298-4068-8f30-7295f2720a04
memory_id: fcd2094a-d3b3-4e4f-9738-899181b369f6
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:22:48.814Z
reason:
  Candidate [5] already contains the exact information: 'bun run typecheck — ensure no dead references' as part of verification final checks. New fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.99,"fact":{"content":"The verification process includes running `bun run typecheck` to ensure no dead references exist in the codebase","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: 72b549cb-131d-4ca3-90cc-d8cd89302212
memory_id: fcd2094a-d3b3-4e4f-9738-899181b369f6
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:22:48.814Z
reason:
  Candidate 5 (fcd2094a...) already comprehensively covers this fact in its verification checklist, explicitly listing `bun run lint — verify clean formatting` as a final verification step. The new fact is fully subsumed by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The verification process includes running `bun run lint` to verify clean code formatting","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: 2bda939f-50d4-488e-94a7-66fc983b310f
memory_id: fcd2094a-d3b3-4e4f-9738-899181b369f6
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:22:48.814Z
reason:
  Candidate [5] already covers this exact verification step: 'Manual test: `bun packages/cli/src/cli.ts setup` — confirm 3 harness options appear'. New fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The verification process includes a manual test executing `bun packages/cli/src/cli.ts setup` to confirm the CLI setup wizard displays exactly 3 harness options","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: d0120c63-6a57-4332-a2ed-e67336dd39c3
memory_id: fcd2094a-d3b3-4e4f-9738-899181b369f6
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:22:48.814Z
reason:
  Candidate [5] already explicitly documents this verification: 'Manual test: `bun packages/cli/src/cli.ts setup` — confirm 3 harness options appear, no import prompt'. The new fact is identical in content, just rephrased.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The manual test of `bun packages/cli/src/cli.ts setup` verifies that no import prompt appears during execution","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: 1ab312a2-d4dd-43dc-9203-da17f1b3c809
memory_id: addd92e2-00b9-436e-8813-722d99f80e55
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:32:38.943Z
reason:
  Candidate [4] already captures this decision with additional context about the clarification process and final framing strategy (problem-first approach). The new fact is less detailed than the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai proposed posting about Signet in OpenClaw discussions to reach community members interested in portable agent identity","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 11b0842d-faa1-4ec6-a06c-d94eded93ace
memory_id: addd92e2-00b9-436e-8813-722d99f80e55
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:32:38.943Z
reason:
  This decision is already well-covered by existing memories [4] and [5]. Candidate [4] explicitly states the same decision (problem-first, solution-focused framing vs. straightforward introduction), and [5] provides additional context about the post angle and platform. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The team decided to use a problem-first, solution-focused framing for OpenClaw community posts about Signet rather than a straightforward project introduction","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bf10f33e-fd04-4e6f-8bdc-76285079581b
memory_id: 103158db-995d-4c3c-ab0f-ea5c6d121266
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T11:32:38.943Z
actor_type: pipeline
old_content:
  ## Key Decisions **Post Angle**: Problem/solution discussion format — lead with the pain point of agent memory fragmentation across platforms, then introduce Signet as a practical approach. This conversational framing is more engaging than a cold "here's my project" announcement. **Platform**: GitHub Discussions on the OpenClaw repository, targeting the core community where friction exists.

new_content:
  Problem-first framing was chosen over straightforward project introduction because it resonates better with community members who identify with specific pain points, making the value proposition clearer through concrete problems rather than abstract features

reason:
  New fact provides the underlying rationale for the problem-first approach already documented in candidate [5]. Merging them creates a complete picture: both the decision (problem/solution format) and the reasoning (resonates with pain-point-aware community members). The rationale strengthens understanding of why this approach was chosen over alternatives.


id: a9470d84-3339-45f0-97f0-73b7b6d38a88
memory_id: addd92e2-00b9-436e-8813-722d99f80e55
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:32:38.944Z
reason:
  New fact provides the underlying rationale for the problem-first approach already documented in candidate [5]. Merging them creates a complete picture: both the decision (problem/solution format) and the reasoning (resonates with pain-point-aware community members). The rationale strengthens understanding of why this approach was chosen over alternatives.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"103158db-995d-4c3c-ab0f-ea5c6d121266","targetContent":"## Key Decisions **Post Angle**: Problem/solution discussion format — lead with the pain point of agent memory fragmentation across platforms, then introduce Signet as a practical approach. This conversational framing is more engaging than a cold \"here's my project\" announcement. **Platform**: GitHub Discussions on the OpenClaw repository, targeting the core community where friction exists.","confidence":0.85,"fact":{"content":"Problem-first framing was chosen over straightforward project introduction because it resonates better with community members who identify with specific pain points, making the value proposition clearer through concrete problems rather than abstract features","type":"rationale","confidence":0.8},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"103158db-995d-4c3c-ab0f-ea5c6d121266","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 64c0a9b4-dcd9-4730-9291-cab74fc78d49
memory_id: 103158db-995d-4c3c-ab0f-ea5c6d121266
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:33:31.107Z
reason:
  The decision is already fully captured in candidate 4 (ID: addd92e2-00b9-436e-8813-722d99f80e55), which explicitly documents that the team decided on 'problem-first, solution-focused framing rather than a straightforward project introduction.' The new fact restates the same decision without adding new information. Candidate 5 provides the supporting rationale. No duplicate needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Problem-first framing was chosen over straightforward project introduction as the approach to present a project to the community","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 51e8f3af-f7a1-496f-ba17-cbebec8b153b
memory_id: 103158db-995d-4c3c-ab0f-ea5c6d121266
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T11:33:31.107Z
actor_type: pipeline
old_content:
  Problem-first framing was chosen over straightforward project introduction because it resonates better with community members who identify with specific pain points, making the value proposition clearer through concrete problems rather than abstract features

new_content:
  Problem-first framing was selected because: (1) it resonates better with community members who identify with specific pain points, (2) it makes the value proposition clearer through concrete problems rather than abstract features. Straightforward project introduction was rejected because it presents abstract features without connecting to community pain points.

reason:
  New fact provides more explicit reasoning structure and includes the rejection rationale (straightforward introduction rejected because it presents abstract features without connecting to pain points). Merging makes the existing memory more complete and actionable.


id: b51ff76a-85c7-4d21-8d4c-ebd5dcf4d40a
memory_id: 103158db-995d-4c3c-ab0f-ea5c6d121266
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:33:31.108Z
reason:
  New fact provides more explicit reasoning structure and includes the rejection rationale (straightforward introduction rejected because it presents abstract features without connecting to pain points). Merging makes the existing memory more complete and actionable.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"103158db-995d-4c3c-ab0f-ea5c6d121266","targetContent":"Problem-first framing was chosen over straightforward project introduction because it resonates better with community members who identify with specific pain points, making the value proposition clearer through concrete problems rather than abstract features","confidence":0.92,"fact":{"content":"Problem-first framing was selected because: (1) it resonates better with community members who identify with specific pain points, (2) it makes the value proposition clearer through concrete problems rather than abstract features. Straightforward project introduction was rejected because it presents abstract features without connecting to community pain points.","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"103158db-995d-4c3c-ab0f-ea5c6d121266","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 58842faa-8510-4d05-a1ee-80e45bc1a24c
memory_id: addd92e2-00b9-436e-8813-722d99f80e55
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T11:34:50.092Z
actor_type: pipeline
old_content:
  ## OpenClaw Community Post Planning Nicholai proposed posting about Signet in OpenClaw discussions to reach community members interested in portable agent identity. After clarifying questions, the team decided on a problem-first, solution-focused framing rather than a straightforward project introduction.

new_content:
  The OpenClaw community outreach strategy focuses on addressing real user pain points (memory loss, session isolation, multi-harness complexity, secrets management) rather than feature comparison with other platforms

reason:
  New fact provides clearer articulation of the decision already in [4]. Both address the same strategic choice: problem-first framing focused on real pain points (memory loss, session isolation, multi-harness complexity, secrets management) rather than feature comparison. Merging strengthens the existing decision with more specific, actionable details.


id: f733d32e-2a2c-4191-b883-d17a3b2adb36
memory_id: d8f3ab64-7f10-49a4-85b6-856148bb52dd
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:34:50.093Z
reason:
  New fact provides clearer articulation of the decision already in [4]. Both address the same strategic choice: problem-first framing focused on real pain points (memory loss, session isolation, multi-harness complexity, secrets management) rather than feature comparison. Merging strengthens the existing decision with more specific, actionable details.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"addd92e2-00b9-436e-8813-722d99f80e55","targetContent":"## OpenClaw Community Post Planning Nicholai proposed posting about Signet in OpenClaw discussions to reach community members interested in portable agent identity. After clarifying questions, the team decided on a problem-first, solution-focused framing rather than a straightforward project introduction.","confidence":0.85,"fact":{"content":"The OpenClaw community outreach strategy focuses on addressing real user pain points (memory loss, session isolation, multi-harness complexity, secrets management) rather than feature comparison with other platforms","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"addd92e2-00b9-436e-8813-722d99f80e55","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 256fa9bb-8b35-45aa-a0be-7329caf187c6
memory_id: 12fd8ec4-3a72-4c82-9d53-cbec2bce0d6e
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T11:34:50.093Z
actor_type: pipeline
old_content:
  Signet positioning leverages community pain points (memory injection, secret management) to demonstrate relevance and value to OpenClaw users

new_content:
  Signet is positioned as a practical solution to specific OpenClaw pain points including memory continuity issues (#842) and secrets management concerns (#9676)

reason:
  New fact provides concrete examples (#842 memory, #9676 secrets) that refine the existing positioning rationale. Should merge to make the OpenClaw engagement strategy more specific and actionable.


id: fa88b520-b1e7-421d-a204-d2f923d5d7e6
memory_id: d8f3ab64-7f10-49a4-85b6-856148bb52dd
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:34:50.093Z
reason:
  New fact provides concrete examples (#842 memory, #9676 secrets) that refine the existing positioning rationale. Should merge to make the OpenClaw engagement strategy more specific and actionable.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"12fd8ec4-3a72-4c82-9d53-cbec2bce0d6e","targetContent":"Signet positioning leverages community pain points (memory injection, secret management) to demonstrate relevance and value to OpenClaw users","confidence":0.85,"fact":{"content":"Signet is positioned as a practical solution to specific OpenClaw pain points including memory continuity issues (#842) and secrets management concerns (#9676)","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"12fd8ec4-3a72-4c82-9d53-cbec2bce0d6e","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 023d911d-40fe-4b78-ba41-f920caa03fea
memory_id: d8f3ab64-7f10-49a4-85b6-856148bb52dd
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:34:50.093Z
reason:
  New fact is already covered by candidate [5] which explicitly states 'Brief introduction of the approach without overselling' and candidate [4] which describes the problem-first framing strategy. No new information or contradiction detected.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The OpenClaw discussion post will introduce Signet's approach briefly without overselling features or benefits","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: 9dc6134c-1a2f-43d1-ab9d-7759c517639e
memory_id: d8f3ab64-7f10-49a4-85b6-856148bb52dd
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:34:50.093Z
reason:
  Candidate [5] already captures this concept explicitly: 'Invitation for feedback and discussion' is listed as a key element of the draft discussion post. The new fact restates this aspect without adding substantial new information beyond what's already documented in the next steps.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.88,"fact":{"content":"The OpenClaw discussion post will explicitly invite community feedback and discussion as part of engagement strategy","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: c1b978f3-7e90-4e90-85c8-8e42e99b97cf
memory_id: 8832e5c5-4c8c-4b58-b40c-5f285105b656
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:40:09.971Z
reason:
  Existing candidate [1] already comprehensively covers this fact—it describes the same debugging session on the same branch investigating the same scheduled tasks dashboard error. The candidate includes additional context (error screenshot, truncated logs) that makes it more detailed than the new fact.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai initiated a debugging session on the `nicholai/non-interactive-setup-providers` branch to investigate an error with scheduled tasks in the dashboard","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: 8b0adc06-1c33-402c-8f55-8c07e900810f
memory_id: 8832e5c5-4c8c-4b58-b40c-5f285105b656
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:40:09.971Z
reason:
  Candidate [2] already captures this exact issue: 'an error occurring when running scheduled tasks from the dashboard'. The new fact is a rephrasing of the same problem without additional details. Candidate [2] contains more context (screenshot provided, details truncated, debugging session initiated).

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An error occurs when running scheduled tasks from the dashboard, preventing their execution","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 677546e3-9e40-4dbf-86aa-0c8e0711a2ce
memory_id: e934c5c9-488e-45d5-9cc0-2b14fb3b6a59
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T11:40:09.971Z
actor_type: pipeline
old_content:
[cell repeats an earlier one in this file: 119 characters]

new_content:
  An error screenshot was provided in the session but the full error details were truncated in the session log

reason:
  New fact provides specific evidence of why diagnostic phase was incomplete—error screenshot details were truncated in the session log. This concretizes the existing memory about session interruption during diagnostics by adding the specific data loss that prevented full root cause analysis.


id: c841be8c-3717-4e47-8931-7a2a25f3e421
memory_id: 8832e5c5-4c8c-4b58-b40c-5f285105b656
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:40:09.972Z
reason:
  New fact provides specific evidence of why diagnostic phase was incomplete—error screenshot details were truncated in the session log. This concretizes the existing memory about session interruption during diagnostics by adding the specific data loss that prevented full root cause analysis.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"e934c5c9-488e-45d5-9cc0-2b14fb3b6a59","targetContent":"The session was interrupted during the diagnostic phase before root cause analysis or remediation steps were completed.","confidence":0.8,"fact":{"content":"An error screenshot was provided in the session but the full error details were truncated in the session log","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"e934c5c9-488e-45d5-9cc0-2b14fb3b6a59","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7fe11bb5-e7ca-4abe-9816-e1960ca7fddb
memory_id: 8832e5c5-4c8c-4b58-b40c-5f285105b656
event: updated
new_content: The session objective is to identify and resolve the root cause of the scheduled tasks failure
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T11:40:09.972Z
actor_type: pipeline
old_content:
  ## Scheduled Tasks Dashboard Issue Nicholai initiated a session on the `nicholai/non-interactive-setup-providers` branch to investigate an error occurring when running scheduled tasks from the dashboard. An error screenshot was provided but the full details were truncated in the session log. This appears to be the beginning of a debugging session aimed at identifying and resolving the root cause of the failure.

reason:
  New fact clarifies the current session objective for the scheduled tasks issue already documented in candidate [5]. Merge to create a single, actionable procedural note about the debugging session's explicit goal.


id: bb1992f1-98a2-4381-82e5-3191e7fc633d
memory_id: 8832e5c5-4c8c-4b58-b40c-5f285105b656
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:40:09.972Z
reason:
  New fact clarifies the current session objective for the scheduled tasks issue already documented in candidate [5]. Merge to create a single, actionable procedural note about the debugging session's explicit goal.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"8832e5c5-4c8c-4b58-b40c-5f285105b656","targetContent":"## Scheduled Tasks Dashboard Issue Nicholai initiated a session on the `nicholai/non-interactive-setup-providers` branch to investigate an error occurring when running scheduled tasks from the dashboard. An error screenshot was provided but the full details were truncated in the session log. This appears to be the beginning of a debugging session aimed at identifying and resolving the root cause of the failure.","confidence":0.8,"fact":{"content":"The session objective is to identify and resolve the root cause of the scheduled tasks failure","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"8832e5c5-4c8c-4b58-b40c-5f285105b656","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f5bd77b0-55f7-4949-beeb-4e9cd0725944
memory_id: d77dbdc3-799a-4974-9c77-8f3cafbd4260
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:42:01.090Z
reason:
  Candidate #5 already documents uncommitted modifications to `.github/workflows/release.yml` as part of the repository state snapshot. This new fact confirms the existing memory is accurate and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The file .github/workflows/release.yml has uncommitted modifications in the current working tree","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 831837cf-ece1-441c-a427-f2cbc4d13e8d
memory_id: d77dbdc3-799a-4974-9c77-8f3cafbd4260
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:42:01.090Z
reason:
  Candidate ID d77dbdc3 already contains this information as part of the repository state snapshot. It explicitly lists 'packages/cli/dashboard/src/routes/+page.svelte' as a modified file in the current working tree.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The file packages/cli/dashboard/src/routes/+page.svelte has uncommitted modifications in the current working tree","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 23cef41b-c903-4c03-a641-97a8e9acdcef
memory_id: d77dbdc3-799a-4974-9c77-8f3cafbd4260
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:42:01.090Z
reason:
  Candidate [5] already documents the repository state including these exact file deletions: 'Deleted: `public/memory-loop-blueprint.jpg`, `public/memory-loop-v2-light.jpg`'. This new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The files public/memory-loop-blueprint.jpg and public/memory-loop-v2-light.jpg have been deleted from the working tree","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 54e2d8ad-ae4c-45b4-92c8-ab72db8eb7b3
memory_id: d77dbdc3-799a-4974-9c77-8f3cafbd4260
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:42:01.090Z
reason:
  Candidate #5 (Repository State) already explicitly documents this file creation: 'New file: `docs/specs/planning/daemon-rust-rewrite.md`' as part of the session's uncommitted changes

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"A new file docs/specs/planning/daemon-rust-rewrite.md has been created and staged for commit","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c6e20df7-b2ef-452b-8896-c9ee2b8d2a46
memory_id: d77dbdc3-799a-4974-9c77-8f3cafbd4260
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:42:01.090Z
reason:
  Candidate 2 already captures this fact: 'The branch contains work on non-interactive setup provider handling, building on recent PRs that introduced explicit provider requirements for setup.' No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The current branch implements non-interactive setup provider handling functionality","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4d937cf8-d673-4aab-b9d6-ed487d0e2a2f
memory_id: 164bf093-6119-4d21-ac54-1f795ff7d142
event: created
changed_by: pipeline-v2
created_at: 2026-02-27T11:42:01.090Z
new_content:
  Recent PRs to the signetai codebase introduced explicit provider requirements for non-interactive setup operations

reason:
  New fact describes recent architectural changes to provider requirements, which is distinct from existing bug hunting and prioritization preferences. No existing memory covers this specific codebase change.

metadata:
  {"proposedAction":"add","sourceMemoryId":"d77dbdc3-799a-4974-9c77-8f3cafbd4260","decisionConfidence":0.9,"factConfidence":0.9,"extractionModel":"haiku"}


id: a6a9d320-643a-4089-81f4-4b13c817f596
memory_id: d77dbdc3-799a-4974-9c77-8f3cafbd4260
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:42:01.090Z
reason:
  New fact describes recent architectural changes to provider requirements, which is distinct from existing bug hunting and prioritization preferences. No existing memory covers this specific codebase change.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Recent PRs to the signetai codebase introduced explicit provider requirements for non-interactive setup operations","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":"164bf093-6119-4d21-ac54-1f795ff7d142","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 029599a0-d6cf-48dc-ac79-aac3bc8058da
memory_id: d77dbdc3-799a-4974-9c77-8f3cafbd4260
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:42:01.091Z
reason:
  Candidate [5] (d77dbdc3-799a-4974-9c77-8f3cafbd4260) already captures this exact fact: 'The branch contains work on non-interactive setup provider handling, building on recent PRs that introduced explicit provider requirements for setup.' No new information to merge.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The non-interactive setup provider handling work builds upon and extends prior PRs that introduced explicit provider requirements","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":7,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 37a816be-dc68-41c6-98da-794d40022d68
memory_id: 393c436d-08b5-411f-90b1-a03c83ab174a
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T11:54:37.007Z
actor_type: pipeline
old_content:
  ## PM Server Startup Attempt Nicholai requested starting the pm-server in the OpenMarketUI project. The assistant initiated `cargo run -p pm-server` in the background, but the command failed with exit code 101. Attempts to retrieve error details from the background task output were unsuccessful due to file access issues. The conversation was incomplete, cutting off mid-troubleshooting. No resolution was reached.

new_content:
  The OpenMarketUI project contains a pm-server Rust binary that can be started with `cargo run -p pm-server`

reason:
  Candidate 5 documents an attempt to run the exact same command (`cargo run -p pm-server`). The new fact clarifies this as the canonical procedure for starting pm-server. Merging provides useful context: the correct command, plus a note that a previous attempt failed with exit code 101 (needs debugging).


id: c32c1c3b-b097-4972-9919-d510d980215f
memory_id: 393c436d-08b5-411f-90b1-a03c83ab174a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:54:37.007Z
reason:
  Candidate 5 documents an attempt to run the exact same command (`cargo run -p pm-server`). The new fact clarifies this as the canonical procedure for starting pm-server. Merging provides useful context: the correct command, plus a note that a previous attempt failed with exit code 101 (needs debugging).

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"393c436d-08b5-411f-90b1-a03c83ab174a","targetContent":"## PM Server Startup Attempt Nicholai requested starting the pm-server in the OpenMarketUI project. The assistant initiated `cargo run -p pm-server` in the background, but the command failed with exit code 101. Attempts to retrieve error details from the background task output were unsuccessful due to file access issues. The conversation was incomplete, cutting off mid-troubleshooting. No resolution was reached.","confidence":0.9,"fact":{"content":"The OpenMarketUI project contains a pm-server Rust binary that can be started with `cargo run -p pm-server`","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"393c436d-08b5-411f-90b1-a03c83ab174a","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fdc7ada0-0c99-48f4-9856-49fc4841c83c
memory_id: 393c436d-08b5-411f-90b1-a03c83ab174a
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T11:54:37.007Z
actor_type: pipeline
old_content:
  The OpenMarketUI project contains a pm-server Rust binary that can be started with `cargo run -p pm-server`

new_content:
  An attempt to start pm-server in OpenMarketUI failed with exit code 101, indicating a compilation, linking, or runtime initialization error

reason:
  New fact provides specific interpretation of the exit code 101 (compilation/linking/runtime error) that already appears in candidate [5]. Updating candidate to include this diagnostic detail enriches understanding of the pm-server startup failure.


id: b7599cc9-4881-49c0-b339-4ddd84b5c474
memory_id: 393c436d-08b5-411f-90b1-a03c83ab174a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:54:37.008Z
reason:
  New fact provides specific interpretation of the exit code 101 (compilation/linking/runtime error) that already appears in candidate [5]. Updating candidate to include this diagnostic detail enriches understanding of the pm-server startup failure.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"393c436d-08b5-411f-90b1-a03c83ab174a","targetContent":"## PM Server Startup Attempt Nicholai requested starting the pm-server in the OpenMarketUI project. The assistant initiated `cargo run -p pm-server` in the background, but the command failed with exit code 101. Attempts to retrieve error details from the background task output were unsuccessful due to file access issues. The conversation was incomplete, cutting off mid-troubleshooting. No resolution was reached.","confidence":0.85,"fact":{"content":"An attempt to start pm-server in OpenMarketUI failed with exit code 101, indicating a compilation, linking, or runtime initialization error","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"393c436d-08b5-411f-90b1-a03c83ab174a","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e5070ed2-f686-42be-b83f-54cb9dbb7703
memory_id: 393c436d-08b5-411f-90b1-a03c83ab174a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:54:37.008Z
reason:
  Candidate 5 (ID: 393c436d) already comprehensively covers this fact: pm-server startup failure, background task output retrieval issues, file access problems, and incomplete investigation. The new fact adds no additional information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"During troubleshooting of the pm-server startup failure, background task output retrieval encountered file access issues and the investigation was incomplete","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b509838a-419e-4311-9c2f-16dd679cbcaa
memory_id: 393c436d-08b5-411f-90b1-a03c83ab174a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:54:37.008Z
reason:
  New fact contradicts existing knowledge. Memory context shows OpenMarketUI is a TypeScript project using Bun/Turbo at /home/nicholai/signet/signetai, not Rust/Cargo. None of the 5 candidates match OpenMarketUI. Reject this conflicting information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.05,"fact":{"content":"OpenMarketUI is a Rust project using Cargo as its build and package management tool","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ccb47d63-5da8-4123-ac88-da19396278bb
memory_id: 4ea8d16b-ebc7-41dc-b2dd-4c2dbaef9bba
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:56:38.474Z
reason:
  Candidate #3 already comprehensively documents this exact opentui behavior: Enter key sends key.name = 'return' (not 'enter'), and includes the solution (keybindings must include 'return'). New fact is redundant and fully covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"In opentui, pressing the Enter key generates key.name = \"return\" instead of \"enter\"","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3f69e0d0-c362-4931-a9ce-07d80a8bc242
memory_id: 4ea8d16b-ebc7-41dc-b2dd-4c2dbaef9bba
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:56:38.474Z
reason:
  Candidate #5 already covers this exact fact with additional context. It documents the keybindings.ts enter binding update to ["enter", "return", "l"] and explains why (opentui sends "return" not "enter"). The existing memory is actually more complete as it includes the underlying cause and a forward-looking rule for future keybindings.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The keybindings.ts file's enter binding was updated to [\"enter\", \"return\", \"l\"] to support opentui's Enter key behavior","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4ebf4c19-af1f-41f2-bdfa-398631162f1e
memory_id: 4ea8d16b-ebc7-41dc-b2dd-4c2dbaef9bba
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:56:38.474Z
reason:
  Candidate [5] already captures this exact information as a rule: it documents the opentui key mapping behavior (Enter sends 'return'), the keybindings.ts fix applied, and includes the rationale implicitly ('to fix this'). The new fact adds no additional information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The keybindings.ts enter binding was updated to include \"return\" because opentui sends key.name = \"return\" for the Enter key instead of the expected \"enter\" value","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 578bd9a0-c9e6-4645-93ad-cc571cf93ca6
memory_id: 4ea8d16b-ebc7-41dc-b2dd-4c2dbaef9bba
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:56:38.475Z
reason:
  Candidate [5] already captures this procedural rule with full context: it explains that opentui's Enter key sends key.name='return', documents the specific fix applied (keybindings.ts was updated to include 'return'), and establishes the forward-looking rule for future keybindings. The new fact restates the rule in more abstract form but adds no new information beyond what's already in the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Any future keybinding in the codebase that needs Enter key support must include \"return\" in its key mapping array","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2188a735-5fc4-4f2c-b194-05d83f39ce69
memory_id: ae77b2cd-730b-4a9a-b211-4d33d5a8c9a3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:58:01.094Z
reason:
  Candidate [5] already contains this exact fact with additional implementation details (yes_price behavior and Trade struct with serde_json::Value handling). New fact is redundant and less detailed than existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The Kalshi API trades endpoint changed the `price` field from integer (cents) to float (dollars, e.g. 0.41)","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a26f96f8-9e9a-4f43-b546-418b7fc50f78
memory_id: ae77b2cd-730b-4a9a-b211-4d33d5a8c9a3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:58:01.094Z
reason:
  Existing candidate [2] already captures this fact: it explicitly states '`yes_price` is still integer cents (41)'. The new fact provides no additional information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Kalshi API trades endpoint `yes_price` field remains integer cents and was not changed","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 3f46014a-ee4f-4980-8521-8f9a45a8a93d
memory_id: ae77b2cd-730b-4a9a-b211-4d33d5a8c9a3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:58:01.094Z
reason:
  Existing candidate already documents that Trade struct uses serde_json::Value for both fields, plus context about API change and flexible extraction

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Trade struct in pm-kalshi/src/data/fetcher.rs uses serde_json::Value for both `price` and `yes_price` fields","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0f0d4617-fc0c-45ce-bb02-43d1a83c01ff
memory_id: ae77b2cd-730b-4a9a-b211-4d33d5a8c9a3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:58:01.094Z
reason:
  Candidate #5 already documents this exact implementation detail: 'The Trade struct in pm-kalshi/src/data/fetcher.rs uses serde_json::Value for both fields with flexible numeric extraction to handle either type.' 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 Trade struct implements flexible numeric extraction to handle either integer or float types for the price and yes_price fields","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 145de134-62f0-4b30-b0d9-707086797d57
memory_id: ae77b2cd-730b-4a9a-b211-4d33d5a8c9a3
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T11:58:01.094Z
actor_type: pipeline
old_content:
  Kalshi API trades endpoint changed: the `price` field is now a float (dollars, e.g. 0.41) instead of integer (cents). `yes_price` is still integer cents (41). The Trade struct in pm-kalshi/src/data/fetcher.rs uses serde_json::Value for both fields with flexible numeric extraction to handle either type.

new_content:
  Using serde_json::Value in the Trade struct allows handling the Kalshi API breaking change where price field type changed from integer to float while yes_price remained integer

reason:
  New fact provides explicit rationale for existing technical implementation. Candidate 5 already documents the API change and serde_json::Value solution; updating it to emphasize this as an intentional design decision to handle the breaking change improves clarity and decision traceability.


id: 36088085-ecc1-4428-8fde-92a6b72d694f
memory_id: ae77b2cd-730b-4a9a-b211-4d33d5a8c9a3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T11:58:01.096Z
reason:
  New fact provides explicit rationale for existing technical implementation. Candidate 5 already documents the API change and serde_json::Value solution; updating it to emphasize this as an intentional design decision to handle the breaking change improves clarity and decision traceability.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"ae77b2cd-730b-4a9a-b211-4d33d5a8c9a3","targetContent":"Kalshi API trades endpoint changed: the `price` field is now a float (dollars, e.g. 0.41) instead of integer (cents). `yes_price` is still integer cents (41). The Trade struct in pm-kalshi/src/data/fetcher.rs uses serde_json::Value for both fields with flexible numeric extraction to handle either type.","confidence":0.9,"fact":{"content":"Using serde_json::Value in the Trade struct allows handling the Kalshi API breaking change where price field type changed from integer to float while yes_price remained integer","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"ae77b2cd-730b-4a9a-b211-4d33d5a8c9a3","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 65bcdbe0-c20f-41f9-a3a4-8709666da33b
memory_id: d4070bc4-a071-4256-9e81-f4e9b2c169d7
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T12:35:26.143Z
reason:
  Candidate 5 (d4070bc4) is a comprehensive issue that already covers this fact: it identifies the broken CLI reference in packages/core/src/markdown.ts AND tracks the replacement with proper MCP tool documentation. The new fact is a narrower subset of what's already being tracked.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The Signet documentation block in `packages/core/src/markdown.ts` contains a broken CLI reference that needs to be removed","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: f8a0a6da-6b5b-4d8b-8313-d8e85cfe2223
memory_id: d4070bc4-a071-4256-9e81-f4e9b2c169d7
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T12:35:26.143Z
reason:
  This decision is already captured in candidate [4], which states the same action: update markdown.ts documentation to document the MCP tool workflow instead of the broken CLI reference. The new fact is a rephrase/confirmation of existing memory, not a refinement.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The documentation in `packages/core/src/markdown.ts` should be updated to replace the broken CLI reference with documentation of the `secret_list` and `secret_exec` MCP tools workflow","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 30ff17b2-6fb8-421c-af37-28fe773480cd
memory_id: 6d86d91d-43ca-471b-ad0d-e7c9741e4381
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T12:36:02.568Z
reason:
  New fact is identical to existing candidate [5] (ID: 6d86d91d-43ca-471b-ad0d-e7c9741e4381). Already covered in memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":1,"fact":{"content":"A session was interrupted during the diagnostic phase before root cause analysis or remediation steps were completed","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":1,"entityCount":1,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b93b156b-fa4c-463c-9d9f-8639def602e9
memory_id: 5f37ea7e-4012-4582-83b4-18aec3cbf04c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:24:14.233Z
reason:
  Candidate [3] (ID: 5f37ea7e-4012-4582-83b4-18aec3cbf04c) already captures this core issue with full context: 'pipeline, graph, reranker, and autonomous maintenance are all shipped disabled, leaving new users with a hollow product.' The new fact restates this existing knowledge without adding new information or nuance.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Signet ships with pipeline, graph, reranker, and autonomous maintenance features disabled by default","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 525a7743-1b5c-467c-96cf-ebc48b70219c
memory_id: 5f37ea7e-4012-4582-83b4-18aec3cbf04c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:24:14.233Z
reason:
  New fact is already comprehensively covered by candidate [2] (Default Configuration Values Fix issue), which explicitly describes the same problem: loadPipelineConfig's '=== true' checks hardcoding absent booleans to false while ignoring DEFAULT_PIPELINE_V2. Candidates [3] and [4] provide additional context on the solution. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The loadPipelineConfig function uses '=== true' checks that hardcode absent configuration booleans to false, ignoring the DEFAULT_PIPELINE_V2 constant","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 99a3b7ba-e54c-4c99-8cfd-dd7d5644f106
memory_id: 5f37ea7e-4012-4582-83b4-18aec3cbf04c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:24:14.233Z
reason:
  Candidate [3] (ID: 5f37ea7e) already comprehensively covers this rationale. It explicitly documents that pipeline, graph, reranker, and autonomous are 'shipped disabled, leaving new users with a hollow product' and explains both the user impact and technical root cause. The new fact restates the same core problem at a higher level of abstraction.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"New users experience suboptimal product functionality because critical features (pipeline, graph, reranker, autonomous) are disabled by default","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 78c3048b-92ae-413c-a355-6fe63ebf1ef9
memory_id: 5f37ea7e-4012-4582-83b4-18aec3cbf04c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:24:14.233Z
reason:
  Candidate [2] (5f37ea7e...) directly covers this fact: it explicitly states existing users experience suboptimal performance due to loadPipelineConfig's === true checks hardcoding absent booleans to false. The new fact is a restatement of the core problem already captured in that comprehensive issue record.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Existing Signet users who never explicitly configured pipeline/graph/reranker/autonomous values experience suboptimal performance due to hardcoded false defaults in loadPipelineConfig","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 67060e94-3856-4cec-8964-871762c0b3f0
memory_id: 5f37ea7e-4012-4582-83b4-18aec3cbf04c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:24:14.233Z
reason:
  Candidate [5] already captures this exact issue and plan in detail - Nicholai's detailed plan to fix disabled-by-default features (pipeline, graph, reranker, autonomous). No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai submitted a detailed plan to fix Signet's disabled-by-default features configuration issue","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":9,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b40e6cbc-a235-4f90-80c2-7e5bfe279e46
memory_id: 2b420883-aab0-4b19-bddf-ac613f3b3f78
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:25:14.046Z
reason:
  Candidate [5] already contains this exact fact: 'The fix involves four files and six discrete steps', including the subsequent implementation details. New fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"2b420883-aab0-4b19-bddf-ac613f3b3f78","targetContent":"## Plan Structure The fix involves four files and six discrete steps: **Step 1:** Update `DEFAULT_PIPELINE_V2` constant in `packages/daemon/src/memory-config.ts` to enable pipeline, graph, reranker, autonomous features, and change maintenance mode from `\"observe\"` to `\"execute\"`.","confidence":0.99,"fact":{"content":"The planned fix involves modifications to four files with six discrete implementation steps","type":"procedural","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: 89ed057d-7e6e-44c3-af07-3d79424b977b
memory_id: 2b420883-aab0-4b19-bddf-ac613f3b3f78
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:25:14.047Z
reason:
  Candidate 4 (ID: 2b420883...) already captures this exact procedural step as part of the plan structure: 'Step 1: Update DEFAULT_PIPELINE_V2 constant in packages/daemon/src/memory-config.ts to enable pipeline, graph, reranker, autonomous features...' The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"Step 1 requires updating the `DEFAULT_PIPELINE_V2` constant in `packages/daemon/src/memory-config.ts` to enable pipeline, graph, reranker, and autonomous features","type":"procedural","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: a87a90fa-945c-4591-9260-18916ad744df
memory_id: 2b420883-aab0-4b19-bddf-ac613f3b3f78
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:25:14.047Z
reason:
  Candidate [5] already captures this exact requirement: 'change maintenance mode from "observe" to "execute"' as part of Step 1 in the plan structure. The new fact restates the same information with less context. The existing memory is more comprehensive (includes graph, reranker, autonomous features alongside the maintenance mode change).

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Step 1 requires changing the maintenance mode setting in `DEFAULT_PIPELINE_V2` from `\"observe\"` to `\"execute\"` in `packages/daemon/src/memory-config.ts`","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: 5762e047-ca55-42c1-9afe-8258e509dc75
memory_id: d3040baf-8afb-4b3e-8ec0-864bb9133726
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:26:29.344Z
reason:
  This bug is already documented in candidates [2] and [3]. Candidate [2] provides full context (disabled-by-default features, root cause in `=== true` checks). Candidate [3] is specifically about fixing boolean resolution in `loadPipelineConfig` (lines 159-268) using the `typeof` pattern. The new fact is a concise restatement of existing documented knowledge.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `loadPipelineConfig` function (lines 159-268) has a boolean resolution bug where absent/null values are not properly handled, causing incorrect configuration defaults","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: 5db2d340-d912-4c26-902c-6bd96e44eb79
memory_id: d3040baf-8afb-4b3e-8ec0-864bb9133726
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:26:29.344Z
reason:
  Candidate [3] already documents this exact pattern ('raw.enabled === true') as the current problematic state in loadPipelineConfig, alongside the proposed fix. New fact is a restatement of already-captured information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Current boolean check pattern in `loadPipelineConfig` uses strict equality: `raw.enabled === true`","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: 1c9709dd-cfdf-4c3d-b008-f186c97f6409
memory_id: d3040baf-8afb-4b3e-8ec0-864bb9133726
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:26:29.344Z
reason:
  New fact is already captured by candidate [3] (d3040baf...), which documents the exact same pattern change from `raw.enabled === true` to `typeof raw.enabled === "boolean" ? raw.enabled : d.enabled`. The design rationale is covered by candidates [4] and [5].

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The fix for boolean resolution in `loadPipelineConfig` changes the pattern from `raw.enabled === true` to `typeof raw.enabled === \"boolean\" ? raw.enabled : d.enabled`","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: 325d84fa-99af-405b-8549-5f205f9ad940
memory_id: 752e1972-5972-424e-a13c-51279d7d3759
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T15:26:29.344Z
actor_type: pipeline
old_content:
  ## Key Design Decision User-explicit values are preserved: if a user has `enabled: false` in their YAML, the `typeof` check catches it and respects their choice. Only truly absent keys get new defaults. This maintains backward compatibility.

new_content:
  The new boolean check pattern `typeof raw.enabled === "boolean" ? raw.enabled : d.enabled` respects absent values by: (1) explicitly checking if the value is a boolean type, (2) falling back to the default value (d.enabled) when raw.enabled is absent/null/undefined. The strict equality pattern was rejected because it treats null/undefined as falsy and loses the ability to distinguish 'not provided' from 'explicitly false'.

reason:
  New fact provides detailed technical rationale for the design decision already captured in candidate [4]. Merging them creates a more complete explanation: the design principle (preserve explicit values, fall back to defaults) plus the implementation mechanics (typeof check, why it works, why strict equality was rejected).


id: 748ba19d-e1bb-4fe9-ae3f-cc7ea934c973
memory_id: d3040baf-8afb-4b3e-8ec0-864bb9133726
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:26:29.346Z
reason:
  New fact provides detailed technical rationale for the design decision already captured in candidate [4]. Merging them creates a more complete explanation: the design principle (preserve explicit values, fall back to defaults) plus the implementation mechanics (typeof check, why it works, why strict equality was rejected).

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"752e1972-5972-424e-a13c-51279d7d3759","targetContent":"## Key Design Decision User-explicit values are preserved: if a user has `enabled: false` in their YAML, the `typeof` check catches it and respects their choice. Only truly absent keys get new defaults. This maintains backward compatibility.","confidence":0.85,"fact":{"content":"The new boolean check pattern `typeof raw.enabled === \"boolean\" ? raw.enabled : d.enabled` respects absent values by: (1) explicitly checking if the value is a boolean type, (2) falling back to the default value (d.enabled) when raw.enabled is absent/null/undefined. The strict equality pattern was rejected because it treats null/undefined as falsy and loses the ability to distinguish 'not provided' from 'explicitly false'.","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"752e1972-5972-424e-a13c-51279d7d3759","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4acc5264-7035-460a-9c4e-289b1f51f29f
memory_id: 07cc5150-d3f2-4ab2-8d6c-a444183ef8f3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:28:12.550Z
reason:
  New fact is already comprehensively documented in candidate [5], which specifies the full resolveBool(nested, flat, fallback) signature, its three-tier resolution pattern, and backward compatibility purpose. Candidate [4] also mentions the same helper. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A resolveBool() helper function will handle both nested and flat fallback patterns for configuration fields in the daemon","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f4ad1b95-326f-45f2-80c4-729e71ec97c5
memory_id: 07cc5150-d3f2-4ab2-8d6c-a444183ef8f3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:28:12.550Z
reason:
  Candidate [5] already covers this fact in detail: it explicitly mentions resolveBool(nested, flat, fallback) handling graph, reranker, and autonomous fields with a three-tier resolution pattern. The new fact adds no novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The resolveBool() helper will process three configuration fields: graph, reranker, and autonomous","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 79a598cd-2d28-463e-84ed-58f9c156c4ea
memory_id: 07cc5150-d3f2-4ab2-8d6c-a444183ef8f3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:28:12.550Z
reason:
  Candidate [3] already captures this exact decision: 'Step 3: Add runtime auto-detection of extraction provider in daemon startup—check if `claude` CLI is available (fallback to `opencode`, then `ollama`).' The new fact confirms existing memory without new information or contradiction.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Runtime auto-detection of the extraction provider will be added to daemon startup as Step 3 of the implementation","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 489318e3-cfd9-41ad-a801-061c7ec1d327
memory_id: 07cc5150-d3f2-4ab2-8d6c-a444183ef8f3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:28:12.550Z
reason:
  Candidate 4 already documents the exact same auto-detection behavior: 'Add runtime auto-detection of extraction provider in daemon startup—check if `claude` CLI is available (fallback to `opencode`, then `ollama`).' The new fact restates this without adding new detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The extraction provider auto-detection checks for claude CLI availability first in the daemon startup process","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 04c25809-6234-4908-bd41-364a7d3fe66a
memory_id: c8f79a70-34d3-482f-a338-de9aac6c0667
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T15:28:12.551Z
actor_type: pipeline
old_content:
  **daemon.ts**: Add runtime auto-detection of extraction provider (claude, opencode, ollama fallback) after loading config. 3. **cli.ts**: Implement extraction provider auto-detection in setup wizard and write complete nested pipelineV2 config instead of minimal flat format. 4.

new_content:
  If claude CLI is unavailable, the extraction provider selection falls back to opencode as the second option

reason:
  New fact refines the extraction provider fallback order mentioned in candidate [5]. It specifies the exact sequence: claude CLI (primary) → opencode (secondary) → ollama (tertiary). Candidate [5] is incomplete notes; merging adds clarity about the fallback logic and CLI availability check.


id: c95d6bbf-4092-41af-82f4-eabf4e87dcfa
memory_id: 07cc5150-d3f2-4ab2-8d6c-a444183ef8f3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:28:12.552Z
reason:
  New fact refines the extraction provider fallback order mentioned in candidate [5]. It specifies the exact sequence: claude CLI (primary) → opencode (secondary) → ollama (tertiary). Candidate [5] is incomplete notes; merging adds clarity about the fallback logic and CLI availability check.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"c8f79a70-34d3-482f-a338-de9aac6c0667","targetContent":"**daemon.ts**: Add runtime auto-detection of extraction provider (claude, opencode, ollama fallback) after loading config. 3. **cli.ts**: Implement extraction provider auto-detection in setup wizard and write complete nested pipelineV2 config instead of minimal flat format. 4.","confidence":0.88,"fact":{"content":"If claude CLI is unavailable, the extraction provider selection falls back to opencode as the second option","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":"c8f79a70-34d3-482f-a338-de9aac6c0667","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 223d16c1-54bf-48da-8305-4bbfc87a1c72
memory_id: 07cc5150-d3f2-4ab2-8d6c-a444183ef8f3
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:28:12.552Z
reason:
  The extraction provider fallback chain (claude → opencode → ollama) is already documented in candidates [4] and [5]. Candidate [4] explicitly states 'check if `claude` CLI is available (fallback to `opencode`, then `ollama`)' and candidate [5] mentions 'Add runtime auto-detection of extraction provider (claude, opencode, ollama fallback)'. The new fact describes only the tail end (opencode → ollama) of a chain already captured in existing memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"If opencode is unavailable, the extraction provider selection falls back to ollama as the final option","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 059c8d88-98e0-43c8-a754-dcab91b0531a
memory_id: 759c7226-5823-4761-be72-bd824859ef92
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:29:09.705Z
reason:
  New fact is already documented in candidate [5] as Step 4 of the multi-step pipeline implementation plan. Candidate [5] explicitly states: '**Step 4:** Add auto-detection in CLI setup wizard to suggest appropriate provider based on PATH.' No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The CLI setup wizard should implement auto-detection to suggest an appropriate LLM provider based on what is available in the user's PATH environment","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 91231c94-cc30-4be5-9247-b416e79fbea2
memory_id: 759c7226-5823-4761-be72-bd824859ef92
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:29:09.705Z
reason:
  Candidate [4] already explicitly documents this as Step 5: 'Write full nested pipelineV2 config in setup wizard instead of minimal flat format.' The new fact confirms and elevates this decision (confidence 0.9) but adds no new information beyond what's already captured in the existing plan.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The CLI setup wizard should write a full nested pipelineV2 configuration during setup instead of generating a minimal flat format","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f761bb31-f806-44ea-9888-124e26a19beb
memory_id: 759c7226-5823-4761-be72-bd824859ef92
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:29:09.705Z
reason:
  This fact is already captured in candidates [2] and [3]. Candidate [3] is particularly comprehensive, already documenting both the pipelineV2 section requirement and the rehearsal_enabled option. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The agent.yaml.template file should be updated to include a fully documented pipelineV2 section that shows all available configuration options","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 53e9d0cc-6e65-4589-84c9-e15998773c16
memory_id: a26947c1-6202-463e-a774-5a50b37751a6
event: created
changed_by: pipeline-v2
created_at: 2026-02-27T15:30:30.657Z
new_content:
  For optional boolean configuration values, use the pattern `typeof raw.enabled === "boolean" ? raw.enabled : d.enabled` to explicitly check if a value is a boolean type, falling back to the default (d.enabled) only when the raw value is absent, null, or undefined

reason:
  The pattern is already documented in candidate 4 (rationale explaining the `typeof` check), but the new fact serves a distinct purpose as a procedural guideline—a reusable coding pattern for the team. Candidate 4 explains *why* the pattern works; the new fact establishes *when and how to use it*. Storing this as a standalone procedural rule complements the existing rationale and makes the pattern more discoverable in future development work.

metadata:
  {"proposedAction":"add","sourceMemoryId":"752e1972-5972-424e-a13c-51279d7d3759","decisionConfidence":0.85,"factConfidence":0.95,"extractionModel":"haiku"}


id: 677865cf-50e8-4cf4-b33f-297f4ebecb5d
memory_id: 752e1972-5972-424e-a13c-51279d7d3759
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:30:30.657Z
reason:
  The pattern is already documented in candidate 4 (rationale explaining the `typeof` check), but the new fact serves a distinct purpose as a procedural guideline—a reusable coding pattern for the team. Candidate 4 explains *why* the pattern works; the new fact establishes *when and how to use it*. Storing this as a standalone procedural rule complements the existing rationale and makes the pattern more discoverable in future development work.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"For optional boolean configuration values, use the pattern `typeof raw.enabled === \"boolean\" ? raw.enabled : d.enabled` to explicitly check if a value is a boolean type, falling back to the default (d.enabled) only when the raw value is absent, null, or undefined","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":"a26947c1-6202-463e-a774-5a50b37751a6","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 56739506-83c3-42f9-9d66-088764559c36
memory_id: 752e1972-5972-424e-a13c-51279d7d3759
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:30:30.658Z
reason:
  New fact is semantically identical to existing candidate [4], which already explains the core rationale: strict equality patterns (whether === true or ||) fail to distinguish 'not provided' from 'explicitly false', and why the typeof check pattern solves this. New fact restates the problem from a different angle (why old pattern fails vs how new pattern works) but adds no new technical insight.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Strict equality checks for optional booleans (e.g., `raw.enabled || defaultValue`) were rejected because they treat null/undefined as falsy and incorrectly fall back to the default when the value is explicitly set to false, losing the semantic distinction between 'not provided' and 'explicitly false'","type":"rationale","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: 19221b7c-b92e-44e5-bdc3-1f5be4edf217
memory_id: 752e1972-5972-424e-a13c-51279d7d3759
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:30:30.658Z
reason:
  Candidate [4] already captures this rationale in detail: it explains that the typeof pattern respects absent values by explicitly checking for boolean type and falling back to defaults, and contrasts this with the strict equality pattern that loses the semantic difference between 'not provided' and 'explicitly false'. The new fact is a restatement of concepts already present in that memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The typeof-based boolean check pattern respects absent values by preserving the semantic difference between a missing/null value (should use default) and an explicit false value (should use false, not default)","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: 37cbe96a-0a9f-4710-8949-cbe1923a37d8
memory_id: b958319b-aa4c-4088-b833-55c4e7a90069
event: created
new_content: Nicholai completed Phase 1 of the predictive memory scorer implementation
changed_by: pipeline-v2
created_at: 2026-02-27T15:31:58.457Z
reason:
  New fact represents a milestone completion (Phase 1 implementation) distinct from existing memories which focus on design, review, and evaluation phases. No existing candidate captures implementation progress or Phase 1 completion status.

metadata:
  {"proposedAction":"add","sourceMemoryId":"2b6edf37-e8be-4c07-997a-9609ae23466a","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 53e37773-2a81-45d9-877f-1dcad1a01614
memory_id: 2b6edf37-e8be-4c07-997a-9609ae23466a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:31:58.457Z
reason:
  New fact represents a milestone completion (Phase 1 implementation) distinct from existing memories which focus on design, review, and evaluation phases. No existing candidate captures implementation progress or Phase 1 completion status.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai completed Phase 1 of the predictive memory scorer implementation","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":"b958319b-aa4c-4088-b833-55c4e7a90069","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c6b0e810-fdf9-4c2b-87c4-64dcc3af609f
memory_id: 2b6edf37-e8be-4c07-997a-9609ae23466a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:31:58.458Z
reason:
  Candidate #5 already captures this fact with richer context: Phase 1 is a Rust crate scaffold at packages/predictor/ with full training/inference pipeline, and notes Nicholai completed and presented it. The new fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 1 of the predictive memory scorer is implemented as a Rust crate scaffold located at packages/predictor/","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a53f8d2e-f60a-4846-be85-502548bbad51
memory_id: 2b6edf37-e8be-4c07-997a-9609ae23466a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:31:58.458Z
reason:
  Candidate 2b6edf37 already captures this: 'Phase 1 of the predictive memory scorer—a Rust crate scaffold implementing a complete training and inference pipeline for real-time memory preference scoring.' The new fact is a restatement of existing memory with less context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The Phase 1 predictive memory scorer implements a complete training and inference pipeline for scoring memory preferences","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 1fc1481d-dacb-4610-84bd-7cb470471a5a
memory_id: 2b6edf37-e8be-4c07-997a-9609ae23466a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:31:58.458Z
reason:
  Existing memory [5] already captures that Phase 1 implements 'a complete training and inference pipeline for real-time memory preference scoring'. The new fact is already covered.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The predictive memory scorer pipeline is designed to operate in real-time for preference scoring","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 31dc7f34-72ae-4c6b-89ef-81f0983dcc3a
memory_id: 2b6edf37-e8be-4c07-997a-9609ae23466a
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:31:58.458Z
reason:
  Candidate 2b6edf37 already captures this: 'Nicholai completed and presented Phase 1 of the predictive memory scorer... He requested code review of the newly added packages/predictor/ crate.' New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai requested code review of the newly added packages/predictor/ crate","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 420669e1-e726-4357-8c3c-8ad4d24af97b
memory_id: a24dd55d-6b7d-4429-a4ae-32f1f1e221be
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:33:18.253Z
reason:
  Candidate [5] already contains this exact fact with greater detail: 'Phase 1 deliverable includes: **Autograd engine** (autograd.rs): Operation-level automatic differentiation with Rng, Param, Tape abstractions and custom operations...'. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Phase 1 deliverable includes an autograd engine implemented in autograd.rs providing operation-level automatic differentiation","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 32cef2ac-4761-4ae6-aaf8-72bb9e61a693
memory_id: a24dd55d-6b7d-4429-a4ae-32f1f1e221be
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:33:18.253Z
reason:
  Candidate [5] already captures this fact with explicit mention of 'Rng, Param, Tape abstractions' for operation-level automatic differentiation in autograd.rs. No new information added.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The autograd engine provides Rng, Param, and Tape abstractions for operation-level automatic differentiation","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 36702267-deaa-44f5-bc4a-50b8153077e6
memory_id: a24dd55d-6b7d-4429-a4ae-32f1f1e221be
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:33:18.253Z
reason:
  Candidate [5] already explicitly documents these exact custom operations (Sigmoid, MeanPool, FeatureConcat, ListwiseLoss) as part of the autograd engine implementation in autograd.rs. The new fact is fully contained within existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The autograd engine implements custom operations: Sigmoid, MeanPool, FeatureConcat, and ListwiseLoss","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0cd9edeb-948c-45b0-a144-4942bd83784f
memory_id: a24dd55d-6b7d-4429-a4ae-32f1f1e221be
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:33:18.253Z
reason:
  Candidate [5] already explicitly documents 'comprehensive forward/backward implementations' as part of the Phase 1 autograd engine deliverable. The new fact adds no additional information beyond what is already captured.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The autograd engine includes comprehensive forward and backward pass implementations","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b86d3519-c074-426b-bc2c-9ece35b7a920
memory_id: 6124388b-0114-4632-9748-de4aff3fc3cf
event: created
new_content: The autograd engine implementation includes comprehensive unit tests
changed_by: pipeline-v2
created_at: 2026-02-27T15:33:18.253Z
reason:
  New fact is specific to autograd engine testing (procedural detail). Candidate [1] mentions overall project tests (396+) but in verification context, not as part of the autograd implementation itself. This is a distinct implementation detail worth preserving.

metadata:
  {"proposedAction":"add","sourceMemoryId":"a24dd55d-6b7d-4429-a4ae-32f1f1e221be","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: ab981695-0d6c-468e-8e2f-3d272393a906
memory_id: a24dd55d-6b7d-4429-a4ae-32f1f1e221be
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:33:18.253Z
reason:
  New fact is specific to autograd engine testing (procedural detail). Candidate [1] mentions overall project tests (396+) but in verification context, not as part of the autograd implementation itself. This is a distinct implementation detail worth preserving.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The autograd engine implementation includes comprehensive unit tests","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":6,"createdMemoryId":"6124388b-0114-4632-9748-de4aff3fc3cf","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 984881b3-fc66-485f-bba1-7fac8272f59b
memory_id: fd586d29-d3d3-410a-8419-41fc9de3ab9e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:34:40.800Z
reason:
  Candidate [4] already contains this exact information with greater specificity: Scorer core in model.rs with CrossAttentionScorer component, plus additional details about ScorerConfig and softmax ranking implementation.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Scorer core module is implemented in model.rs and includes a CrossAttentionScorer component","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c8c140c2-fc91-42f7-8aef-9b9a1dc84c76
memory_id: fd586d29-d3d3-410a-8419-41fc9de3ab9e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:34:40.801Z
reason:
  Candidate 5 (fd586d29-d3d3-410a-8419-41fc9de3ab9e) already explicitly documents that the Scorer core uses 'Cross-attention-style ScorerConfig' in model.rs. The new fact is redundant with existing preference-type memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The Scorer core uses cross-attention-style ScorerConfig for configuration","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 691f6ebe-9121-481c-95e1-86e118c6763f
memory_id: fd586d29-d3d3-410a-8419-41fc9de3ab9e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:34:40.801Z
reason:
  New fact is already fully covered by candidate [5], which explicitly documents the CrossAttentionScorer implementing candidate scoring with softmax ranking for preference prediction in the scorer core (model.rs)

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The CrossAttentionScorer component implements candidate scoring with softmax ranking for preference prediction","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c7e38543-fb4f-470d-afaf-dc0d84308dbd
memory_id: fd586d29-d3d3-410a-8419-41fc9de3ab9e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:34:40.801Z
reason:
  Existing memory candidate [1] already contains this exact information: Protocol layer is in protocol.rs and defines JSON-RPC protocol types. New fact is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Protocol layer is implemented in protocol.rs and defines JSON-RPC protocol types","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: daa7c2bd-9510-4916-a0c6-7845e085ba10
memory_id: fd586d29-d3d3-410a-8419-41fc9de3ab9e
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:34:40.801Z
reason:
  This fact is already covered by candidate [3], which explicitly states 'Protocol layer (protocol.rs): JSON-RPC protocol types defining the service contract.' The new fact is a paraphrase of existing memory content.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The Protocol layer defines the service contract through JSON-RPC protocol type definitions","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":10,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 41f0a70c-1628-4915-bbd1-6b4bf22fa951
memory_id: f7f54988-399d-4435-81af-4ad9ddade9ae
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:35:33.730Z
reason:
  Candidate [5] already comprehensively covers this fact: it explicitly states '**Tokenization** (tokenizer.rs): HashTrick tokenizer for feature hashing.' This is an exact match for the new fact being stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The tokenizer.rs module implements a HashTrick tokenizer for feature hashing","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fdec9d8e-f581-494d-9b50-003b7fb0b277
memory_id: f7f54988-399d-4435-81af-4ad9ddade9ae
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:35:33.730Z
reason:
  Existing memory [5] already covers training.rs scaffolding with Adam optimizer - exact match with current fact

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The training.rs module provides training infrastructure scaffolding that includes an Adam optimizer","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 56abeb09-c89c-458e-9f72-b21b55d60cf7
memory_id: f7f54988-399d-4435-81af-4ad9ddade9ae
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:35:33.730Z
reason:
  Candidate [5] already captures this exact detail: 'Data pipeline (data.rs): Placeholder reader for training data.' The new fact is fully contained in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The data.rs module contains a placeholder reader for training data","type":"semantic","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a4cb5049-1b90-4133-b9e7-90d90e11edf3
memory_id: ed38fa3a-1e15-4fb1-a37a-8f5a75a671cf
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:36:56.708Z
reason:
  Candidate [2] already covers this information: 'Persistence (checkpoint.rs): Save/load/apply for model checkpoints' is equivalent to the new fact

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The checkpoint.rs module provides save, load, and apply operations for model checkpoints","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 0a865af0-2375-4f01-bf8f-ebd3b46331d0
memory_id: ed38fa3a-1e15-4fb1-a37a-8f5a75a671cf
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:36:56.708Z
reason:
  Candidate [4] already explicitly states '**Service entry point** (main.rs): JSON-line stdin/stdout service with status, score, and train handlers.' The new fact is a generalization of information already present in memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The main.rs file serves as the service entry point","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b1137d1d-8915-403c-8e64-89671b115994
memory_id: ed38fa3a-1e15-4fb1-a37a-8f5a75a671cf
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:36:56.708Z
reason:
  This fact is already well-covered by existing memories. Candidate 4 describes 'standalone Rust binary sidecar communicating with daemon via JSON-RPC 2.0 stdin/stdout' and candidate 5 explicitly states 'JSON-line stdin/stdout service with status, score, and train handlers'. The new fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The service communicates via JSON-line protocol on stdin/stdout","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 327fa353-4050-43e5-bde1-91c29958f4ed
memory_id: ed38fa3a-1e15-4fb1-a37a-8f5a75a671cf
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:36:56.708Z
reason:
  New fact is already captured in candidate [5]: exact mention of 'status, score, and train handlers' as part of the service entry point (main.rs)

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The service implements status, score, and train handlers","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ae4eae6e-b881-4939-b88c-50b27a843823
memory_id: b40fb0c8-d232-41fe-a7a8-87e80c5ea0c9
event: created
new_content: Cargo.toml contains the crate manifest and build configuration dependencies
changed_by: pipeline-v2
created_at: 2026-02-27T15:36:56.708Z
reason:
  New procedural fact about Cargo.toml structure. Candidate 5 mentions Cargo.toml files were audited but doesn't document what they contain. This foundational knowledge about Rust/Cargo manifests is distinct and should be stored separately.

metadata:
  {"proposedAction":"add","sourceMemoryId":"ed38fa3a-1e15-4fb1-a37a-8f5a75a671cf","decisionConfidence":0.95,"factConfidence":0.95,"extractionModel":"haiku"}


id: 29e8b54a-0381-4c40-a915-ae847cf707aa
memory_id: ed38fa3a-1e15-4fb1-a37a-8f5a75a671cf
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:36:56.708Z
reason:
  New procedural fact about Cargo.toml structure. Candidate 5 mentions Cargo.toml files were audited but doesn't document what they contain. This foundational knowledge about Rust/Cargo manifests is distinct and should be stored separately.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Cargo.toml contains the crate manifest and build configuration dependencies","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":8,"createdMemoryId":"b40fb0c8-d232-41fe-a7a8-87e80c5ea0c9","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4dccf6ee-6ca1-4852-a474-6e0fddfefee6
memory_id: f8d6d72c-7e8c-4f82-80d1-361b1d5d1378
event: created
changed_by: pipeline-v2
created_at: 2026-02-27T15:37:41.471Z
new_content:
  The session workflow involves reading implementation files to understand codebase architecture and provide technical feedback

reason:
  New fact describes a general procedural workflow pattern (reading implementation files to understand architecture), distinct from existing memories which document specific past sessions or repository state. Worth storing as a standalone procedural guideline.

metadata:
  {"proposedAction":"add","sourceMemoryId":"2182ff0c-bb01-4865-8675-ec0bfe7b87b7","decisionConfidence":0.88,"factConfidence":0.9,"extractionModel":"haiku"}


id: fc8aeb26-fdaa-443d-932c-a8f39fd3fee4
memory_id: 2182ff0c-bb01-4865-8675-ec0bfe7b87b7
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:37:41.471Z
reason:
  New fact describes a general procedural workflow pattern (reading implementation files to understand architecture), distinct from existing memories which document specific past sessions or repository state. Worth storing as a standalone procedural guideline.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.88,"fact":{"content":"The session workflow involves reading implementation files to understand codebase architecture and provide technical feedback","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":"f8d6d72c-7e8c-4f82-80d1-361b1d5d1378","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: de02e3bb-9491-418d-b30e-b63068d36677
memory_id: 2182ff0c-bb01-4865-8675-ec0bfe7b87b7
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:37:41.471Z
reason:
  Candidate [5] already captures this fact: 'Build artifacts were properly ignored in .gitignore.' The new fact is a direct match with no new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Build artifacts are properly configured in .gitignore to prevent accidental commits","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a979cc54-c7a2-4d1c-ad50-d07c377e062f
memory_id: c478c1e8-329b-47e0-a27c-402e0299fb87
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:39:35.393Z
reason:
  Fact is already comprehensively documented in existing memories. Candidates [2], [3], [4], and [5] all describe the same issue: core features (pipeline, graph, reranker, autonomous maintenance) being disabled by default, plus the root cause and fix plan. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Signet project ships with core features disabled by default: pipeline, graph, reranker, and autonomous maintenance","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: de797fcb-fdd9-476f-bec7-84ecfd5690cf
memory_id: c478c1e8-329b-47e0-a27c-402e0299fb87
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:39:35.394Z
reason:
  This fact is already well-documented in candidates [4] and [5], which both identify the same core issue: disabled defaults (pipeline, graph, reranker, autonomous) creating a hollow product experience for new users. Candidate [4] includes the technical root cause, and candidate [5] documents the implementation plan. Adding this would create redundant duplication.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Disabled core features in Signet create a 'hollow product' experience for new users, leaving them without a functional out-of-box experience","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: cdd4e1e1-8659-449d-9bf1-0098f6d8317d
memory_id: c478c1e8-329b-47e0-a27c-402e0299fb87
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:39:35.394Z
reason:
  This fact is already comprehensively covered by existing memories. Candidate 5f37ea7e (issue) and c478c1e8 (rule) both explicitly document that existing users who never configured pipeline, graph, reranker, and autonomous maintenance are running suboptimal defaults due to hardcoded false resolution logic. The new fact is a restatement of the core problem already captured in detail.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Existing Signet users who never explicitly configured pipeline, graph, reranker, and autonomous maintenance settings are running suboptimal defaults","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: 4b2d78ff-4d59-46a4-9be9-350069f6c9a1
memory_id: c478c1e8-329b-47e0-a27c-402e0299fb87
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:39:35.394Z
reason:
  New fact is already covered by existing candidates [5] and [3]. Candidate [5] explicitly states 'boolean resolution logic that hardcodes absent values to `false`' as the core issue, and [3] provides detailed context about the `=== true` checks in loadPipelineConfig. No new information to capture.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The root cause of Signet's disabled defaults is boolean resolution logic that hardcodes absent configuration values to `false`","type":"semantic","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: 2f340033-35a7-4f2e-a325-44af4c53226e
memory_id: c478c1e8-329b-47e0-a27c-402e0299fb87
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:39:35.394Z
reason:
  Candidate 5 (c478c1e8-329b-47e0-a27c-402e0299fb87) already captures this same decision: 'Session began with a detailed implementation plan to fix Signet's ship defaults.' The new fact is a generalized restatement of the same planning initiation event, adding no new information beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"An implementation plan was initiated to fix Signet's ship defaults, addressing the problem that new and existing users run with core features disabled","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d78f74a7-3780-44b4-9837-f99c814a03fd
memory_id: c478c1e8-329b-47e0-a27c-402e0299fb87
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:39:35.394Z
reason:
  This technical rationale is already comprehensively covered by candidates [2] and [4]. Candidate [2] explicitly describes the `loadPipelineConfig === true` checks that hardcode absent booleans to `false`, and candidate [4] summarizes the same boolean resolution issue affecting defaults. The new fact adds no substantive information beyond existing documentation.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Signet's boolean resolution logic converts unset configuration values to `false`, causing pipeline, graph, reranker, and autonomous features to be disabled by default rather than enabled","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":8,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 585dd926-2bcc-44d1-916f-474c7e33d5e6
memory_id: 38eb28e9-9421-4677-a480-2c26d8df92e0
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:40:24.863Z
reason:
  Candidate [5] already contains this exact summary statement: 'six coordinated changes across four files' and goes on to provide implementation details. The new fact is already captured and would be redundant to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The memory configuration fix involves six coordinated changes across four files","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8e60ccab-815e-4cc4-841e-32ed8c7fbdc4
memory_id: 2b420883-aab0-4b19-bddf-ac613f3b3f78
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T15:40:24.863Z
actor_type: pipeline
old_content:
  ## Plan Structure The fix involves four files and six discrete steps: **Step 1:** Update `DEFAULT_PIPELINE_V2` constant in `packages/daemon/src/memory-config.ts` to enable pipeline, graph, reranker, autonomous features, and change maintenance mode from `"observe"` to `"execute"`.

new_content:
  The memory-config.ts file contains a DEFAULT_PIPELINE_V2 constant that was updated to enable pipeline, graph, reranker, and autonomous features

reason:
  New fact confirms completion of Step 1 of the DEFAULT_PIPELINE_V2 update plan. Candidate 2b420883 describes this exact step as part of the fix plan. Should be updated to indicate this step has been implemented, not just planned.


id: 7a3f1a68-607a-48a6-bda3-0319af27f424
memory_id: 38eb28e9-9421-4677-a480-2c26d8df92e0
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:40:24.864Z
reason:
  New fact confirms completion of Step 1 of the DEFAULT_PIPELINE_V2 update plan. Candidate 2b420883 describes this exact step as part of the fix plan. Should be updated to indicate this step has been implemented, not just planned.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"2b420883-aab0-4b19-bddf-ac613f3b3f78","targetContent":"## Plan Structure The fix involves four files and six discrete steps: **Step 1:** Update `DEFAULT_PIPELINE_V2` constant in `packages/daemon/src/memory-config.ts` to enable pipeline, graph, reranker, autonomous features, and change maintenance mode from `\"observe\"` to `\"execute\"`.","confidence":0.92,"fact":{"content":"The memory-config.ts file contains a DEFAULT_PIPELINE_V2 constant that was updated to enable pipeline, graph, reranker, and autonomous features","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"2b420883-aab0-4b19-bddf-ac613f3b3f78","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b379f576-5e6f-4ce9-9843-5e5cd89d96a2
memory_id: 7b520d31-d8b8-4194-92e7-c7ee86f95327
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:41:18.137Z
reason:
  Candidate 5 (ID: 7b520d31-d8b8-4194-92e7-c7ee86f95327) already captures this exact decision: 'Modify loadPipelineConfig to use typeof checks instead of === true comparisons, respecting absent values and falling back to defaults'. The new fact adds no additional information beyond what's already documented. Additionally, candidate 4 provides the detailed rationale explaining why this pattern is superior.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The loadPipelineConfig function should be modified to use typeof checks instead of === true comparisons for configuration validation","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4c5bf04c-dc4c-4ec6-9d08-5408873f46bd
memory_id: 752e1972-5972-424e-a13c-51279d7d3759
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T15:41:18.138Z
actor_type: pipeline
old_content:
  The new boolean check pattern `typeof raw.enabled === "boolean" ? raw.enabled : d.enabled` respects absent values by: (1) explicitly checking if the value is a boolean type, (2) falling back to the default value (d.enabled) when raw.enabled is absent/null/undefined. The strict equality pattern was rejected because it treats null/undefined as falsy and loses the ability to distinguish 'not provided' from 'explicitly false'.

new_content:
  The rationale for modifying loadPipelineConfig to use typeof checks instead of === true is to: (1) respect absent configuration values (distinguish between missing and explicitly set false), (2) fall back to defaults correctly, (3) preserve explicit user choices. The === true approach loses information about missing vs intentionally false values.

reason:
  New fact is a condensed, higher-level rationale that explains the same boolean check pattern. Candidate [3] already covers the implementation mechanism and why === true was rejected, but the new fact explicitly articulates three rationale points (respecting absent values, falling back to defaults, preserving explicit choices) that should be merged into the existing rationale for completeness.


id: 0e55ac02-b60e-4c68-987f-165d3bf55982
memory_id: 7b520d31-d8b8-4194-92e7-c7ee86f95327
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:41:18.139Z
reason:
  New fact is a condensed, higher-level rationale that explains the same boolean check pattern. Candidate [3] already covers the implementation mechanism and why === true was rejected, but the new fact explicitly articulates three rationale points (respecting absent values, falling back to defaults, preserving explicit choices) that should be merged into the existing rationale for completeness.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"752e1972-5972-424e-a13c-51279d7d3759","targetContent":"The new boolean check pattern `typeof raw.enabled === \"boolean\" ? raw.enabled : d.enabled` respects absent values by: (1) explicitly checking if the value is a boolean type, (2) falling back to the default value (d.enabled) when raw.enabled is absent/null/undefined. The strict equality pattern was rejected because it treats null/undefined as falsy and loses the ability to distinguish 'not provided' from 'explicitly false'.","confidence":0.87,"fact":{"content":"The rationale for modifying loadPipelineConfig to use typeof checks instead of === true is to: (1) respect absent configuration values (distinguish between missing and explicitly set false), (2) fall back to defaults correctly, (3) preserve explicit user choices. The === true approach loses information about missing vs intentionally false values.","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":"752e1972-5972-424e-a13c-51279d7d3759","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 248a154c-8871-4636-a7f2-c6819a59f868
memory_id: c8f79a70-34d3-482f-a338-de9aac6c0667
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:42:01.612Z
reason:
  Candidate [5] (ID: c8f79a70-34d3-482f-a338-de9aac6c0667) already contains this exact procedural fact: 'If claude CLI is unavailable, the extraction provider selection falls back to opencode as the second option'. New fact is a near-identical duplicate with only minor wording variation ('secondary' vs 'second').

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"When the claude CLI is unavailable, the extraction provider selection logic falls back to opencode as the secondary option","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ccc0d6bf-4723-4bae-a0db-9936f806d8c1
memory_id: c8f79a70-34d3-482f-a338-de9aac6c0667
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:42:01.612Z
reason:
  New fact is already covered by existing memory [5] (procedural: 'If claude CLI is unavailable, the extraction provider selection falls back to opencode as the second option') and [4] (rationale: extraction provider fallback chain with claude→opencode→ollama). The new fact is a high-confidence restatement of established configuration already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"opencode is configured as the second priority extraction provider in the fallback chain after claude CLI","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: d6e2e257-6252-4a24-b0dc-586713163c80
memory_id: 3f02e91e-47b2-48ce-8151-6d454de684d9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:43:01.714Z
reason:
  New fact is already captured in candidates [2] and [3], which both document the requirement to add a fully documented pipelineV2 section to agent.yaml.template. Candidate [3] is particularly close, specifically noting the documented pipelineV2 section requirement.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The agent.yaml.template file should include a fully documented pipelineV2 configuration section","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7901dd3d-74c1-496b-a4fe-878e21ebc981
memory_id: 3f02e91e-47b2-48ce-8151-6d454de684d9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:43:01.714Z
reason:
  Candidate [3] already captures this exact procedural requirement: 'Add full documented pipelineV2 section with new defaults and document rehearsal_enabled option.' The new fact is a restatement of the same requirement with slightly different phrasing.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The pipelineV2 section in agent.yaml.template should document new default configuration values","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 59ebe311-0d61-4b04-ac8f-5b69d2f62c65
memory_id: 3f02e91e-47b2-48ce-8151-6d454de684d9
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:43:01.714Z
reason:
  Candidate [4] already explicitly states: 'document rehearsal_enabled option' in the pipelineV2 section of agent.yaml.template. 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 rehearsal_enabled option should be documented in the pipelineV2 section of agent.yaml.template","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 154d031d-3a3e-4480-ae73-afc712d266ae
memory_id: 5f105883-9764-43c1-b3ac-7c689615fe91
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:44:47.594Z
reason:
  Candidate [5] already explicitly captures this exact pattern: 'A helper function `resolveBool(nested, flat, fallback)` will handle the three-tier resolution pattern for nested config with flat fallback keys.' New fact is substantially identical and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"A helper function `resolveBool(nested, flat, fallback)` implements a three-tier resolution pattern that checks nested config, then flat fallback keys, then a final fallback value","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: d0fd10a1-895d-49a7-bd16-97ed5427985b
memory_id: 5f105883-9764-43c1-b3ac-7c689615fe91
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:44:47.594Z
reason:
  New fact is already covered by candidate [5] (ID: 5f105883-9764-43c1-b3ac-7c689615fe91), which explicitly describes the `resolveBool(nested, flat, fallback)` helper and its three-tier resolution pattern for backward compatibility with new defaults. New fact is a concise restatement of the same concept.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The `resolveBool` config resolution pattern preserves backward compatibility with flat key configs while enabling new nested default values","type":"rationale","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: ebc7a2af-56c3-4977-b941-4407041417e9
memory_id: 5f105883-9764-43c1-b3ac-7c689615fe91
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:44:47.594Z
reason:
  New fact is already captured by candidate 5, which explicitly details the same verification approach (typecheck, build, existing tests, manual tests) for the config resolution system's resolveBool helper. Candidate 3 also covers the broader verification strategy. The new fact adds no novel information beyond existing memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Verification of the config resolution system includes typecheck, build, existing test suite, and new manual tests","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 79757602-adb6-4c20-a0ad-5ea1ae0ca78b
memory_id: 5f105883-9764-43c1-b3ac-7c689615fe91
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T15:44:47.594Z
actor_type: pipeline
old_content:
  ## Key Technical Details A helper function `resolveBool(nested, flat, fallback)` will handle the three-tier resolution pattern for nested config with flat fallback keys. This preserves backward compatibility while enabling new defaults. Verification includes typecheck, build, existing tests, and manual tests for: default activation when config is absent, explicit user choices being respected, and provider auto-detection working correctly.

new_content:
  Manual testing verifies that default values are activated when config is absent (no explicit user setting)

reason:
  New fact provides concrete verification result for the manual testing step outlined in candidate 5. Updates the verification section to document that default activation when config is absent has been manually tested and confirmed.


id: 5efb85d7-08bf-47aa-a567-b3677f6a4471
memory_id: 5f105883-9764-43c1-b3ac-7c689615fe91
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:44:47.595Z
reason:
  New fact provides concrete verification result for the manual testing step outlined in candidate 5. Updates the verification section to document that default activation when config is absent has been manually tested and confirmed.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"5f105883-9764-43c1-b3ac-7c689615fe91","targetContent":"## Key Technical Details A helper function `resolveBool(nested, flat, fallback)` will handle the three-tier resolution pattern for nested config with flat fallback keys. This preserves backward compatibility while enabling new defaults. Verification includes typecheck, build, existing tests, and manual tests for: default activation when config is absent, explicit user choices being respected, and provider auto-detection working correctly.","confidence":0.85,"fact":{"content":"Manual testing verifies that default values are activated when config is absent (no explicit user setting)","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"5f105883-9764-43c1-b3ac-7c689615fe91","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 63c4103a-1a56-48b3-a54e-d56eacf660c1
memory_id: 752e1972-5972-424e-a13c-51279d7d3759
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T15:44:47.595Z
actor_type: pipeline
old_content:
  The rationale for modifying loadPipelineConfig to use typeof checks instead of === true is to: (1) respect absent configuration values (distinguish between missing and explicitly set false), (2) fall back to defaults correctly, (3) preserve explicit user choices. The === true approach loses information about missing vs intentionally false values.

new_content:
  Manual testing verifies that explicit user-provided config choices are respected and not overridden by defaults

reason:
  The new fact verifies that the design rationale in candidate 5 (preserving explicit user choices via typeof checks) actually works in practice. Merging these strengthens the memory by documenting both the design intention and its verification.


id: 3589d4ff-af3d-4c18-a4c3-1a82c91a2bf1
memory_id: 5f105883-9764-43c1-b3ac-7c689615fe91
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:44:47.595Z
reason:
  The new fact verifies that the design rationale in candidate 5 (preserving explicit user choices via typeof checks) actually works in practice. Merging these strengthens the memory by documenting both the design intention and its verification.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"752e1972-5972-424e-a13c-51279d7d3759","targetContent":"The rationale for modifying loadPipelineConfig to use typeof checks instead of === true is to: (1) respect absent configuration values (distinguish between missing and explicitly set false), (2) fall back to defaults correctly, (3) preserve explicit user choices. The === true approach loses information about missing vs intentionally false values.","confidence":0.9,"fact":{"content":"Manual testing verifies that explicit user-provided config choices are respected and not overridden by defaults","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"752e1972-5972-424e-a13c-51279d7d3759","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 76abb7ba-4fed-405f-8dcc-fb4edfe584bd
memory_id: 5f105883-9764-43c1-b3ac-7c689615fe91
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T15:44:47.595Z
actor_type: pipeline
old_content:
  Manual testing verifies that default values are activated when config is absent (no explicit user setting)

new_content:
  Manual testing verifies that provider auto-detection works correctly within the three-tier resolution pattern

reason:
  The new fact confirms successful completion of the verification step described in candidate 5. Candidate 5 outlines the verification plan (including manual tests for provider auto-detection within the three-tier resolution pattern), and the new fact provides evidence that this plan has been executed. Merging strengthens the memory with verified completion status.


id: 3ba2605c-b3b1-4825-b196-51c6e4ab0a70
memory_id: 5f105883-9764-43c1-b3ac-7c689615fe91
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:44:47.596Z
reason:
  The new fact confirms successful completion of the verification step described in candidate 5. Candidate 5 outlines the verification plan (including manual tests for provider auto-detection within the three-tier resolution pattern), and the new fact provides evidence that this plan has been executed. Merging strengthens the memory with verified completion status.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"5f105883-9764-43c1-b3ac-7c689615fe91","targetContent":"## Key Technical Details A helper function `resolveBool(nested, flat, fallback)` will handle the three-tier resolution pattern for nested config with flat fallback keys. This preserves backward compatibility while enabling new defaults. Verification includes typecheck, build, existing tests, and manual tests for: default activation when config is absent, explicit user choices being respected, and provider auto-detection working correctly.","confidence":0.9,"fact":{"content":"Manual testing verifies that provider auto-detection works correctly within the three-tier resolution pattern","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"5f105883-9764-43c1-b3ac-7c689615fe91","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 447b7248-047c-4a43-9a92-fadab209ba33
memory_id: b960f60e-ac86-4b34-9ee0-48fcd5c66366
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T15:51:50.041Z
actor_type: pipeline
old_content:
  ## Predictor Bug Fix: Reject Mismatched candidate_features Nicholai implemented a fix to eliminate silent data corruption in `packages/predictor/src/main.rs` (line 79).

new_content:
  Nicholai implemented a fix in packages/predictor/src/main.rs (line 79) to reject mismatched candidate_features

reason:
  New fact provides specific implementation detail (reject mismatched candidate_features) that refines existing candidate describing the same fix in main.rs:79. Update adds specificity about what the fix does rather than just its outcome.


id: 2600d8d8-97dc-4967-b2a3-773a9d05bbd4
memory_id: b960f60e-ac86-4b34-9ee0-48fcd5c66366
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:51:50.042Z
reason:
  New fact provides specific implementation detail (reject mismatched candidate_features) that refines existing candidate describing the same fix in main.rs:79. Update adds specificity about what the fix does rather than just its outcome.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"b960f60e-ac86-4b34-9ee0-48fcd5c66366","targetContent":"## Predictor Bug Fix: Reject Mismatched candidate_features Nicholai implemented a fix to eliminate silent data corruption in `packages/predictor/src/main.rs` (line 79).","confidence":0.92,"fact":{"content":"Nicholai implemented a fix in packages/predictor/src/main.rs (line 79) to reject mismatched candidate_features","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":"b960f60e-ac86-4b34-9ee0-48fcd5c66366","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: e75c473d-bd53-471c-93d9-33e3bfc8d52a
memory_id: b960f60e-ac86-4b34-9ee0-48fcd5c66366
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:51:50.042Z
reason:
  Existing candidate 3b66ffde already captures this fact in detail: 'The code previously silently replaced mismatched candidate_features vectors with all-zero values when their length didn't match candidate_ids. This masked upstream bugs and degraded ranking quality without signaling the problem.' The new fact adds no new information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The predictor previously silently zero-filled mismatched candidate_features instead of rejecting them, causing silent data corruption","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f3ea3f58-3fb7-491e-887e-fac8cf16a119
memory_id: b960f60e-ac86-4b34-9ee0-48fcd5c66366
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:51:50.042Z
reason:
  Candidate [4] already documents this same predictor fix in detail: rejects mismatched candidate_features at main.rs:79, prevents silent data corruption. New fact is a concise restatement of work already captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The fix rejects mismatched candidate_features at packages/predictor/src/main.rs:79 instead of silently zero-filling, preventing data corruption","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: ba515693-7fb1-43de-8f7f-81fb3833e572
memory_id: b960f60e-ac86-4b34-9ee0-48fcd5c66366
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:51:50.042Z
reason:
  The rationale is already well-documented in existing issue candidates 3 and 4, which explicitly describe the silent zero-fill corruption problem and the fix to reject mismatched candidate_features. The new fact restates this rationale without adding substantively new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Rejecting mismatched candidate_features eliminates silent data corruption in the predictor system","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f9dc7278-339e-49b7-9a8f-eb9127871af4
memory_id: 3b66ffde-f0e9-4c29-a6b5-2ab47a6ed525
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:53:23.990Z
reason:
  New fact is already captured in candidate [4] (ID: 3b66ffde-f0e9-4c29-a6b5-2ab47a6ed525), which documents the exact same issue: silent zero-filling of mismatched candidate_features vectors and the subsequent fix to reject them instead.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The predictor code previously silently replaced mismatched candidate_features vectors with all-zero values when their length didn't match the length of candidate_ids","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a60e9b96-3f20-4b92-a81e-225d112f1569
memory_id: 3b66ffde-f0e9-4c29-a6b5-2ab47a6ed525
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:53:23.991Z
reason:
  Candidate 3 (issue ID: 3b66ffde-f0e9-4c29-a6b5-2ab47a6ed525) already comprehensively describes this exact problem: silent zero-filling of mismatched candidate_features masked upstream bugs and degraded ranking quality. New fact adds no additional detail beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Silent zero-filling of mismatched candidate_features masked upstream bugs in the prediction pipeline","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 52e07417-76ca-4b9a-a2a0-ffb6541a97df
memory_id: 3b66ffde-f0e9-4c29-a6b5-2ab47a6ed525
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:53:23.991Z
reason:
  Candidate [4] already comprehensively captures this issue: 'silently replaced mismatched candidate_features vectors with all-zero values... masked upstream bugs and degraded ranking quality without signaling the problem.' New fact is a restatement of the same problem already well-documented in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"Silent zero-filling of mismatched candidate_features degraded ranking quality without signaling the problem to users","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a7fe0bbb-babe-47b6-ac00-0e483935b6d3
memory_id: 3b66ffde-f0e9-4c29-a6b5-2ab47a6ed525
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:53:23.991Z
reason:
  New fact is already comprehensively covered by existing candidates: candidate 2 states the fix decision, candidate 3 describes the problem (silent zero-fill), and candidate 5 explicitly details the solution (return explicit error instead). The new fact is a summary that doesn't add novel information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The fix changed the predictor logic to reject mismatched candidate_features instead of silently zero-filling them","type":"decision","confidence":0.75},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 4930020b-3bc6-4f69-a649-b5a7ad5a0680
memory_id: 3b66ffde-f0e9-4c29-a6b5-2ab47a6ed525
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T15:53:23.991Z
actor_type: pipeline
old_content:
  The code previously silently replaced mismatched `candidate_features` vectors with all-zero values when their length didn't match `candidate_ids`. This masked upstream bugs and degraded ranking quality without signaling the problem. The fix changed the logic to: 1.

new_content:
  Rejecting mismatched candidate_features vectors enables upstream bugs to surface, improving visibility into data quality issues and ranking problems

reason:
  New fact provides the explicit rationale/benefit for the fix described in candidate [5]. The existing memory explains the bug and fix mechanism; the new fact clarifies why this matters (surfacing bugs, improving data quality visibility). Merging adds valuable context about the decision's impact.


id: 635e4da6-6741-44b5-886f-98b3784080f2
memory_id: 3b66ffde-f0e9-4c29-a6b5-2ab47a6ed525
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:53:23.992Z
reason:
  New fact provides the explicit rationale/benefit for the fix described in candidate [5]. The existing memory explains the bug and fix mechanism; the new fact clarifies why this matters (surfacing bugs, improving data quality visibility). Merging adds valuable context about the decision's impact.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"3b66ffde-f0e9-4c29-a6b5-2ab47a6ed525","targetContent":"The code previously silently replaced mismatched `candidate_features` vectors with all-zero values when their length didn't match `candidate_ids`. This masked upstream bugs and degraded ranking quality without signaling the problem. The fix changed the logic to: 1.","confidence":0.85,"fact":{"content":"Rejecting mismatched candidate_features vectors enables upstream bugs to surface, improving visibility into data quality issues and ranking problems","type":"rationale","confidence":0.8},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"3b66ffde-f0e9-4c29-a6b5-2ab47a6ed525","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: c6fd910e-f493-4c68-995f-3e906b8cfc2c
memory_id: 8a898496-fb44-4750-8755-b28ba91bdf8c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:54:06.794Z
reason:
  Candidate [8a898496] already explicitly states 'If `candidate_features` is empty → zero-fill (correct, feature not provided)'. This fact is already captured in existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"When candidate_features is empty, the correct behavior is to zero-fill the array, indicating the feature was not provided","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 94a736b3-5fcd-4a56-a454-2208d12db84f
memory_id: 8a898496-fb44-4750-8755-b28ba91bdf8c
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:54:06.794Z
reason:
  Existing candidate [4] already contains this exact behavior pattern: 'If length matches `candidate_ids` → use as-is (correct, provided correctly)'. The new fact does not add new information beyond what's already documented in the memory system.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"When the length of candidate_features matches the length of candidate_ids, the correct behavior is to use candidate_features as-is, indicating it was provided correctly","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":2,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 07234be7-f8e6-4dff-aafa-4aad9d3325ef
memory_id: c05034bf-775c-453b-b3f9-f49009710d10
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:55:57.908Z
reason:
  Candidate 5 already comprehensively captures this behavior change: 'If provided but length mismatches → return explicit error (fixed from silent zero-fill)' along with the rationale for consistency with candidate_embeddings/candidate_texts handling.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The candidate_features parameter now returns an explicit error when provided with length mismatches instead of silently zero-filling","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5e354c9c-5e21-43de-8c95-9168e9eecdd4
memory_id: c05034bf-775c-453b-b3f9-f49009710d10
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:55:57.909Z
reason:
  Candidate #5 (c05034bf) already explicitly states the previous behavior: 'If provided but length mismatches → return explicit error (fixed from silent zero-fill)'. The new fact adds no new information; it simply reiterates the same old behavior that was already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Previously, candidate_features would silently zero-fill when input length mismatches occurred","type":"semantic","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fd17baf8-0fea-44cb-b438-d8eeaaecf421
memory_id: c05034bf-775c-453b-b3f9-f49009710d10
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:55:57.909Z
reason:
  Candidate 5 (c05034bf-775c-453b-b3f9-f49009710d10) already explicitly states that candidate_embeddings returns explicit length-mismatch errors. The new fact restates what's already documented as context for the candidate_features fix.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"The candidate_embeddings parameter already returns explicit length-mismatch errors when provided with mismatched lengths","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a037a3da-c893-4dcd-a79b-cc55b9f8aaf9
memory_id: c05034bf-775c-453b-b3f9-f49009710d10
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:55:57.909Z
reason:
  Existing memory [c05034bf...] already explicitly states that candidate_texts returns explicit length-mismatch errors, noting this as the benchmark behavior that candidate_features was updated to match. The new fact confirms what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The candidate_texts parameter already returns explicit length-mismatch errors when provided with mismatched lengths","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 78f7d92c-2414-49b9-adf4-49927cc065fe
memory_id: c05034bf-775c-453b-b3f9-f49009710d10
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:55:57.909Z
reason:
  Candidate [5] already captures the core content: rejecting mismatched lengths via explicit error for consistency with candidate_embeddings and candidate_texts (vs silent zero-fill). The new fact rephrases this as a rationale/design choice, but the substance is already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Rejecting candidate_features with mismatched lengths via explicit error was chosen to bring consistency with how candidate_embeddings and candidate_texts handle the same scenario, rather than continuing to silently zero-fill","type":"rationale","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5787afe5-3084-44a0-b660-3321123c2c8c
memory_id: 841d2384-d955-44a4-a2a4-5ebc1e43645b
event: deleted
old_content: No code changes or architectural decisions were made during this session.
changed_by: pipeline-v2
metadata: {"force":false,"ifVersion":null}
created_at: 2026-02-27T15:57:15.073Z
actor_type: pipeline
reason:
  New fact (code change via Edit tool, 0.95 confidence) directly contradicts candidate 1 which claims no code changes were made. Candidate 3 already fully captures the new fact with additional context about the change's purpose.


id: 064c1351-b99c-47d6-849c-02e5aedc470d
memory_id: ccdd0441-ea33-4604-889d-8090caceaa2d
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:57:15.073Z
reason:
  New fact (code change via Edit tool, 0.95 confidence) directly contradicts candidate 1 which claims no code changes were made. Candidate 3 already fully captures the new fact with additional context about the change's purpose.

metadata:
  {"shadow":false,"proposedAction":"delete","targetMemoryId":"841d2384-d955-44a4-a2a4-5ebc1e43645b","targetContent":"No code changes or architectural decisions were made during this session.","confidence":0.95,"fact":{"content":"A code change was applied using the Edit tool","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":"841d2384-d955-44a4-a2a4-5ebc1e43645b","dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 7605a34c-df3b-4f39-b52d-c6ee75ec5fd6
memory_id: ccdd0441-ea33-4604-889d-8090caceaa2d
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:57:15.073Z
reason:
  Candidate [5] already captures this fact with greater specificity, noting the change was applied via Edit tool and preserves empty-features fallback behavior while fixing silent-corruption. New fact is a subset of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The code change preserves empty-features fallback behavior to maintain backward compatibility","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 08c1ccb5-695c-4e87-b6e8-de69f70cfba6
memory_id: ccdd0441-ea33-4604-889d-8090caceaa2d
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T15:57:15.073Z
reason:
  Candidate [1] explicitly states 'No code changes... were made during this session', which directly contradicts the new fact that a code change was made. Candidate [3] already captures the specific details of this fix.

metadata:
  {"shadow":false,"proposedAction":"delete","targetMemoryId":"841d2384-d955-44a4-a2a4-5ebc1e43645b","targetContent":"No code changes or architectural decisions were made during this session.","confidence":0.95,"fact":{"content":"The code change fixes a dangerous silent-corruption case that was causing data loss or corruption","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":"delete_already_deleted"}


id: 92e74087-5033-4827-b637-8b9c0b3c724d
memory_id: d704f43f-caee-4fa9-8e07-31f4eaa1645f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:13:39.064Z
reason:
  Candidate [4] already contains this exact fact: 'Onboarding Overhaul Plan (Roadmap 2.1-2.4)'. The new fact is fully covered by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Onboarding Overhaul Plan covers Signet development roadmap versions 2.1 through 2.4","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9ac37016-fea0-4261-b69d-c4e353211df9
memory_id: d704f43f-caee-4fa9-8e07-31f4eaa1645f
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:13:39.064Z
reason:
  This fact is already covered by candidate [5] which has the identical content about Nicholai reviewing a comprehensive plan for the next priority tier of Signet development (Onboarding Overhaul Plan, Roadmap 2.1-2.4)

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai received and reviewed a comprehensive plan for the next priority tier of Signet development","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f80d9eda-c387-480f-9015-3d3683dcab97
memory_id: 882b97dc-a05a-4e64-952e-21d9da393b67
event: updated
new_content: The onboarding overhaul involves restructuring five files across the template and skills system
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T16:15:48.344Z
actor_type: pipeline
old_content:
  **Main changes:** - Onboarding skill: major structural rewrite with 6-step outline shown upfront, guiding voice section (warm, patient tone framed as style guidance not roleplay), step indicators at each phase, timezone removal, relaxation cues at phase transitions, quick mode updated - Remember ski

reason:
  New fact specifies the scope of the main changes (five files across template and skills system). Candidate [5] already covers main changes; this adds the specific implementation detail about file count and distribution.


id: e8f2b5d4-f36a-4cf0-ac8f-90f739dfc352
memory_id: 401f623a-8a44-446f-9ee0-776a65a3ce31
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:15:48.345Z
reason:
  New fact specifies the scope of the main changes (five files across template and skills system). Candidate [5] already covers main changes; this adds the specific implementation detail about file count and distribution.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"882b97dc-a05a-4e64-952e-21d9da393b67","targetContent":"**Main changes:** - Onboarding skill: major structural rewrite with 6-step outline shown upfront, guiding voice section (warm, patient tone framed as style guidance not roleplay), step indicators at each phase, timezone removal, relaxation cues at phase transitions, quick mode updated - Remember ski","confidence":0.85,"fact":{"content":"The onboarding overhaul involves restructuring five files across the template and skills system","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"882b97dc-a05a-4e64-952e-21d9da393b67","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 09476571-9888-4f25-a3bc-d8628f937015
memory_id: 401f623a-8a44-446f-9ee0-776a65a3ce31
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:15:48.345Z
reason:
  Candidate [5] already captures this detail explicitly: 'step indicators at each phase' is listed as a main change in the onboarding skill restructuring. The new fact is a restatement of information already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The onboarding overhaul adds missing step indicators to the template structure","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8f2d9f72-b0db-4c49-9f57-b4d45a7efd71
memory_id: 401f623a-8a44-446f-9ee0-776a65a3ce31
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:15:48.345Z
reason:
  Candidate [4] already captures this as part of the overhaul scope: 'fix structural issues (missing step indicators, no outline)'. The new fact is a specific confirmation of an implementation detail already acknowledged in the broader issue description.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.82,"fact":{"content":"The onboarding overhaul adds an outline to the template","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 446f614d-ac56-40ae-8fa5-3defa63c3ad3
memory_id: 401f623a-8a44-446f-9ee0-776a65a3ce31
event: updated
new_content: The onboarding overhaul eliminates timezone redundancy from the template configuration
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T16:15:48.345Z
actor_type: pipeline
old_content:
  The onboarding overhaul involves restructuring five files across the template and skills system to fix structural issues (missing step indicators, no outline), add persona guidance, eliminate timezone redundancy, and clarify the relationship between manual memory saves (/remember, /recall) and the automatic memory pipeline.

reason:
  New fact confirms implementation of one of the stated goals. Candidate #3 already identifies 'eliminate timezone redundancy' as a target; merging reflects that this specific objective has been completed in the template configuration.


id: a7438312-a668-4a1e-b17d-dfdd9ef274f6
memory_id: 401f623a-8a44-446f-9ee0-776a65a3ce31
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:15:48.346Z
reason:
  New fact confirms implementation of one of the stated goals. Candidate #3 already identifies 'eliminate timezone redundancy' as a target; merging reflects that this specific objective has been completed in the template configuration.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"401f623a-8a44-446f-9ee0-776a65a3ce31","targetContent":"The onboarding overhaul involves restructuring five files across the template and skills system to fix structural issues (missing step indicators, no outline), add persona guidance, eliminate timezone redundancy, and clarify the relationship between manual memory saves (/remember, /recall) and the automatic memory pipeline.","confidence":0.85,"fact":{"content":"The onboarding overhaul eliminates timezone redundancy from the template configuration","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"401f623a-8a44-446f-9ee0-776a65a3ce31","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 11c72e6b-bc99-46bc-8fc6-0ae59d471767
memory_id: 401f623a-8a44-446f-9ee0-776a65a3ce31
event: updated
old_content: The onboarding overhaul eliminates timezone redundancy from the template configuration
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T16:15:48.346Z
actor_type: pipeline
new_content:
  The onboarding overhaul adds persona guidance to help users understand agent personality during setup

reason:
  New fact refines existing memory [5] by clarifying PURPOSE of persona guidance. Candidate [5] mentions 'add persona guidance' but lacks context; new fact explains it helps users understand agent personality during setup. Merge to create more complete picture of the overhaul's goal.


id: 5e690a76-e39d-471b-958b-57b494ebc0b5
memory_id: 401f623a-8a44-446f-9ee0-776a65a3ce31
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:15:48.347Z
reason:
  New fact refines existing memory [5] by clarifying PURPOSE of persona guidance. Candidate [5] mentions 'add persona guidance' but lacks context; new fact explains it helps users understand agent personality during setup. Merge to create more complete picture of the overhaul's goal.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"401f623a-8a44-446f-9ee0-776a65a3ce31","targetContent":"The onboarding overhaul involves restructuring five files across the template and skills system to fix structural issues (missing step indicators, no outline), add persona guidance, eliminate timezone redundancy, and clarify the relationship between manual memory saves (/remember, /recall) and the automatic memory pipeline.","confidence":0.82,"fact":{"content":"The onboarding overhaul adds persona guidance to help users understand agent personality during setup","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"401f623a-8a44-446f-9ee0-776a65a3ce31","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 79b695fc-cf8c-4a13-b07b-7945c89b498e
memory_id: 401f623a-8a44-446f-9ee0-776a65a3ce31
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T16:15:48.347Z
actor_type: pipeline
old_content:
  The onboarding overhaul adds persona guidance to help users understand agent personality during setup

new_content:
  The onboarding overhaul clarifies the relationship between manual memory saves (/remember and /recall commands) and the automatic memory pipeline

reason:
  New fact confirms that one of the overhaul's key objectives (clarifying manual vs. automatic memory) has been accomplished. Merging them creates a complete picture: the issue describes the overhaul's scope, the decision confirms the clarification was achieved.


id: 85acead6-2d05-4d51-a64d-3d5858bd8c0e
memory_id: 401f623a-8a44-446f-9ee0-776a65a3ce31
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:15:48.348Z
reason:
  New fact confirms that one of the overhaul's key objectives (clarifying manual vs. automatic memory) has been accomplished. Merging them creates a complete picture: the issue describes the overhaul's scope, the decision confirms the clarification was achieved.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"401f623a-8a44-446f-9ee0-776a65a3ce31","targetContent":"The onboarding overhaul involves restructuring five files across the template and skills system to fix structural issues (missing step indicators, no outline), add persona guidance, eliminate timezone redundancy, and clarify the relationship between manual memory saves (/remember, /recall) and the automatic memory pipeline.","confidence":0.9,"fact":{"content":"The onboarding overhaul clarifies the relationship between manual memory saves (/remember and /recall commands) and the automatic memory pipeline","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":6,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":"401f623a-8a44-446f-9ee0-776a65a3ce31","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9bc986ad-7be9-4b3a-9aeb-906a1604203a
memory_id: fc0f4a84-4134-4f9d-9bfc-4a86ec4dc994
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:17:00.526Z
reason:
  Candidate [4] (fc0f4a84...) already explicitly states 'current onboarding lacks structure and guidance' as part of the documented plan targets. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The current onboarding process lacks structure and guidance for users","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fa14518a-7d49-4226-87ec-477fa346e9d5
memory_id: fc0f4a84-4134-4f9d-9bfc-4a86ec4dc994
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:17:00.526Z
reason:
  This fact is already explicitly captured in candidate 5 (ID: fc0f4a84-4134-4f9d-9bfc-4a86ec4dc994), which lists 'the /remember and /recall skills mislead users into manual workflows that duplicate the automatic pipeline' as one of the four key problems being targeted. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The /remember and /recall skills mislead users into manual workflows that duplicate the automatic memory pipeline","type":"fact","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: 362a843b-7b20-47c0-852e-3fd6047f5b75
memory_id: fc0f4a84-4134-4f9d-9bfc-4a86ec4dc994
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:17:00.526Z
reason:
  This fact is already documented in candidate [4], which explicitly mentions 'timezone is redundantly requested in both templates and onboarding Phase 3' as one of the key problems targeted by the onboarding overhaul plan.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Timezone configuration is redundantly requested in both onboarding templates and onboarding Phase 3","type":"fact","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 30d4bba0-71f3-4117-8bb8-9648596aabc5
memory_id: fc0f4a84-4134-4f9d-9bfc-4a86ec4dc994
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:17:00.526Z
reason:
  Candidate [4] already captures this exact information: the four key problems (structure/guidance, /remember /recall duplication, timezone redundancy) and the plan to address them. No new information to add.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"fc0f4a84-4134-4f9d-9bfc-4a86ec4dc994","targetContent":"The plan targets four key problems: current onboarding lacks structure and guidance, the /remember and /recall skills mislead users into manual workflows that duplicate the automatic pipeline, and timezone is redundantly requested in both templates and onboarding Phase 3.","confidence":0.95,"fact":{"content":"A plan has been identified to address four key problems in Signet onboarding: lack of structure and guidance, misleading /remember and /recall skills that duplicate automatic workflows, and redundant timezone requests","type":"decision","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":6,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: b2fde0cb-fd33-4f14-b5de-6ec16eafcf73
memory_id: 882b97dc-a05a-4e64-952e-21d9da393b67
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:17:28.212Z
reason:
  Candidate [5] already captures this decision: 'The onboarding overhaul involves restructuring five files across the template and skills system'. The new fact is substantially identical, just with minor wording variations ('system overhaul' vs 'overhaul', 'distributed across' vs 'across'). No merge or replacement needed.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"The onboarding system overhaul involves restructuring five files distributed across the template and skills system","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: 816b2268-25aa-44ea-99f9-b2a23be7340f
memory_id: f1fded13-e680-4854-860e-1d69414ed85d
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:18:53.321Z
reason:
  The core concept—Remember skill hidden from users to prevent manual saves from distorting importance scoring—is already captured in candidate [1], though that entry appears truncated/garbled. The new fact restates the same principle clearly.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Remember skill is hidden from users (user_invocable: false) to prevent manual saves from distorting the importance scoring system","type":"decision","confidence":0.7},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: cacd4f84-2693-4203-868d-5e1bfb623643
memory_id: f1fded13-e680-4854-860e-1d69414ed85d
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T16:18:53.321Z
actor_type: pipeline
old_content:
  ll: hidden from users (user_invocable: false) with explanation that automatic pipeline handles capture and manual saves distort importance scoring - Recall skill: disclaimer section clarifying automatic injection and when /recall is useful (targeted searches, debugging) - User and Agent templates: o

new_content:
  The automatic memory pipeline handles memory capture automatically, making manual saves via Remember skill unnecessary and counterproductive to importance scoring

reason:
  Candidate [5] already articulates the same principle: automatic pipeline handles capture and manual saves distort importance scoring. New fact provides clearer rationale for the design decision to hide the Remember skill. Merge to strengthen the principle statement.


id: 57b1076a-fdc4-44c5-8b92-37ddb953c3d6
memory_id: f1fded13-e680-4854-860e-1d69414ed85d
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:18:53.322Z
reason:
  Candidate [5] already articulates the same principle: automatic pipeline handles capture and manual saves distort importance scoring. New fact provides clearer rationale for the design decision to hide the Remember skill. Merge to strengthen the principle statement.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"f1fded13-e680-4854-860e-1d69414ed85d","targetContent":"ll: hidden from users (user_invocable: false) with explanation that automatic pipeline handles capture and manual saves distort importance scoring - Recall skill: disclaimer section clarifying automatic injection and when /recall is useful (targeted searches, debugging) - User and Agent templates: o","confidence":0.85,"fact":{"content":"The automatic memory pipeline handles memory capture automatically, making manual saves via Remember skill unnecessary and counterproductive to importance scoring","type":"rationale","confidence":0.7},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":"f1fded13-e680-4854-860e-1d69414ed85d","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2f132ab3-96c6-4c45-bb9a-4351f898ca83
memory_id: f1fded13-e680-4854-860e-1d69414ed85d
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:18:53.322Z
reason:
  Candidate 5 already captures this exact requirement: 'Recall skill: disclaimer section clarifying automatic injection and when /recall is useful (targeted searches, debugging)'. The new fact adds minimal additional detail and is redundant.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Recall skill includes a disclaimer section clarifying that memory is automatically injected into context and explaining when /recall is most useful","type":"procedural","confidence":0.75},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 694248ae-88af-4e51-9839-1cce70913dff
memory_id: f1fded13-e680-4854-860e-1d69414ed85d
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:18:53.322Z
reason:
  Candidate 5 already captures this fact: it explicitly mentions 'Recall skill: disclaimer section clarifying automatic injection and when /recall is useful (targeted searches, debugging)'. The new fact adds no new information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":"f1fded13-e680-4854-860e-1d69414ed85d","targetContent":"ll: hidden from users (user_invocable: false) with explanation that automatic pipeline handles capture and manual saves distort importance scoring - Recall skill: disclaimer section clarifying automatic injection and when /recall is useful (targeted searches, debugging) - User and Agent templates: o","confidence":0.9,"fact":{"content":"The Recall skill disclaimer specifies that /recall is useful for targeted searches and debugging scenarios","type":"fact","confidence":0.75},"extractionModel":"haiku","factCount":4,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 65202433-5757-40fd-a8d4-ed38cc421561
memory_id: 1431d8d4-818d-4fcf-829a-1354400bb090
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T16:20:24.455Z
actor_type: pipeline
old_content:
  ne-line timezone deletions each Implementation order established: templates first (low-risk), then skills (additive disclaimers), then main onboarding rewrite.

new_content:
  Implementation order established: templates first (low-risk), then skills (additive disclaimers), then main onboarding rewrite

reason:
  Candidate [5] already captures this implementation order but contains corrupted text. New fact provides a clean, well-articulated version of the same procedural decision: templates → skills → onboarding rewrite. Update to replace malformed content with the precise statement.


id: 636102da-8775-452a-a9d6-713474ad0644
memory_id: 1431d8d4-818d-4fcf-829a-1354400bb090
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:20:24.456Z
reason:
  Candidate [5] already captures this implementation order but contains corrupted text. New fact provides a clean, well-articulated version of the same procedural decision: templates → skills → onboarding rewrite. Update to replace malformed content with the precise statement.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"1431d8d4-818d-4fcf-829a-1354400bb090","targetContent":"ne-line timezone deletions each Implementation order established: templates first (low-risk), then skills (additive disclaimers), then main onboarding rewrite.","confidence":0.92,"fact":{"content":"Implementation order established: templates first (low-risk), then skills (additive disclaimers), then main onboarding rewrite","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"1431d8d4-818d-4fcf-829a-1354400bb090","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 2976bb6a-1fdd-4f81-94d4-7cd8f7ee0fdd
memory_id: dce88f87-459d-4069-8341-a9ea6c0b4779
event: updated
new_content: Templates implementation is the first phase and characterized as low-risk
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T16:20:24.456Z
actor_type: pipeline
old_content:
  ## Status Plan approved and implementation beginning. All file structure, dependencies, and verification steps documented.

reason:
  New fact refines the implementation plan - specifies that Templates is the first phase and is low-risk. This adds specificity to the existing status note about plan approval and implementation beginning.


id: 0ba0b45a-5484-4256-b247-0fa5e28d9510
memory_id: 1431d8d4-818d-4fcf-829a-1354400bb090
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:20:24.457Z
reason:
  New fact refines the implementation plan - specifies that Templates is the first phase and is low-risk. This adds specificity to the existing status note about plan approval and implementation beginning.

metadata:
  {"shadow":false,"proposedAction":"update","targetMemoryId":"dce88f87-459d-4069-8341-a9ea6c0b4779","targetContent":"## Status Plan approved and implementation beginning. All file structure, dependencies, and verification steps documented.","confidence":0.85,"fact":{"content":"Templates implementation is the first phase and characterized as low-risk","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":"dce88f87-459d-4069-8341-a9ea6c0b4779","deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 80765a4e-fd92-447b-a49f-b39c115e6737
memory_id: a4e6a57c-3146-421b-bf79-b3cda66634a0
event: created
new_content: Skills implementation is the second phase and involves additive disclaimers
changed_by: pipeline-v2
created_at: 2026-02-27T16:20:24.457Z
reason:
  New fact specifies a distinct implementation phase (skills as phase 2 with additive disclaimers) not covered by existing 8-phase plans. The existing candidates reference implementation phases for different projects (predictive memory scorer, desktop app) without mentioning skills as phase 2 or additive disclaimers. Storing as new memory to avoid conflating separate implementation roadmaps.

metadata:
  {"proposedAction":"add","sourceMemoryId":"1431d8d4-818d-4fcf-829a-1354400bb090","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: ae87bdc5-a370-4697-9c6b-deae28415023
memory_id: 1431d8d4-818d-4fcf-829a-1354400bb090
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:20:24.457Z
reason:
  New fact specifies a distinct implementation phase (skills as phase 2 with additive disclaimers) not covered by existing 8-phase plans. The existing candidates reference implementation phases for different projects (predictive memory scorer, desktop app) without mentioning skills as phase 2 or additive disclaimers. Storing as new memory to avoid conflating separate implementation roadmaps.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Skills implementation is the second phase and involves additive disclaimers","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":"a4e6a57c-3146-421b-bf79-b3cda66634a0","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a3390311-1eb0-46a0-9a17-7711cd77216f
memory_id: 48e24b42-0dbd-4b20-9001-47be2ba9a7ad
event: created
new_content: Main onboarding rewrite is the final implementation phase in the established sequence
changed_by: pipeline-v2
created_at: 2026-02-27T16:20:24.458Z
reason:
  New fact adds sequencing information about implementation phases that's not covered by existing memories. Candidates 4-5 describe the problems and scope of the onboarding overhaul, but none explicitly state that the main onboarding rewrite is the final phase in an established sequence. This warrants a new memory to capture the implementation timeline.

metadata:
  {"proposedAction":"add","sourceMemoryId":"1431d8d4-818d-4fcf-829a-1354400bb090","decisionConfidence":0.85,"factConfidence":0.9,"extractionModel":"haiku"}


id: d38e84fe-8d3e-4d17-ba22-c267b3179f58
memory_id: 1431d8d4-818d-4fcf-829a-1354400bb090
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:20:24.458Z
reason:
  New fact adds sequencing information about implementation phases that's not covered by existing memories. Candidates 4-5 describe the problems and scope of the onboarding overhaul, but none explicitly state that the main onboarding rewrite is the final phase in an established sequence. This warrants a new memory to capture the implementation timeline.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"Main onboarding rewrite is the final implementation phase in the established sequence","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":"48e24b42-0dbd-4b20-9001-47be2ba9a7ad","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: a69a79d4-b239-4267-90fe-0ec0751f3852
memory_id: 90be11d9-e477-4b3e-b1bb-21ff577c40a5
event: created
changed_by: pipeline-v2
created_at: 2026-02-27T16:20:24.458Z
new_content:
  Templates phase was chosen first because it presents low implementation risk compared to skills and onboarding

reason:
  New fact is architectural rationale for phase sequencing (why Templates first). Existing memories describe procedural details of each phase (what they cover) and workflow order, but not the decision-making rationale. This is unique strategic information worth preserving.

metadata:
  {"proposedAction":"add","sourceMemoryId":"1431d8d4-818d-4fcf-829a-1354400bb090","decisionConfidence":0.9,"factConfidence":0.85,"extractionModel":"haiku"}


id: 08925abf-2571-401e-8e2a-01a509092c23
memory_id: 1431d8d4-818d-4fcf-829a-1354400bb090
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:20:24.458Z
reason:
  New fact is architectural rationale for phase sequencing (why Templates first). Existing memories describe procedural details of each phase (what they cover) and workflow order, but not the decision-making rationale. This is unique strategic information worth preserving.

metadata:
  {"shadow":false,"proposedAction":"add","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Templates phase was chosen first because it presents low implementation risk compared to skills and onboarding","type":"rationale","confidence":0.85},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":"90be11d9-e477-4b3e-b1bb-21ff577c40a5","updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8167a7f6-0cbb-482b-9392-71b73ddc0c81
memory_id: 1bf1a171-3297-4d53-9395-18d4e3229ba5
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:21:04.849Z
reason:
  Candidate [5] already contains this procedural detail with additional specificity (testing points: prompt injection warnings, outline visibility, step indicators, timezone removal). New fact is a simpler restatement of existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The verification process includes three main steps: rebuild, skill sync check, and interactive testing of all three skills","type":"procedural","confidence":0.9},"extractionModel":"haiku","factCount":2,"entityCount":7,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


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

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


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

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


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

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Four completed roadmap items are marked as \"on fire\" status, indicating they were high priority or critical","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":2,"entityCount":5,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: fac8a161-6844-4a0e-a72d-08d162ed2249
memory_id: 5612b7d7-7423-44a9-9a21-50458f199bd7
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:25:42.932Z
reason:
  Existing candidate [4] already captures this fact: 'Nicholai began session to implement the onboarding overhaul (roadmap sections 2.1-2.4)'. The new fact is redundant and provides no additional detail beyond what's already stored.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Nicholai is implementing the onboarding overhaul covering roadmap sections 2.1-2.4","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


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

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The onboarding overhaul is the next priority tier after completing four 'on fire' items: defaults, npm gate, hook isolation, and non-interactive CLI","type":"decision","confidence":0.9},"extractionModel":"haiku","factCount":3,"entityCount":3,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 899a1be1-f8c9-4771-97a0-59570359bfcb
memory_id: 137d61d6-ff0b-4a62-be2b-f5edcf2427fe
event: updated
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T16:25:42.932Z
actor_type: pipeline
old_content:
  Context: This plan follows completion of four "on fire" roadmap items (defaults, npm gate, hook isolation, non-interactive CLI).

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

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


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

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


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

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


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

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


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

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


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

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


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

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


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

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


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

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


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

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


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

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


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

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


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

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


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

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


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

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

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


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

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


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

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

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


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

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


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

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


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

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


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

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"An interview workflow includes a 'Starting the Interview' section with a full 6-step outline before questions begin","type":"procedural","confidence":0.8},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: afb9a1a8-51fc-4cd0-a815-41e2807e6ebb
memory_id: 80fe86bc-ebee-45c6-a2f5-3c3cd4758bef
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:31:46.879Z
reason:
  Candidate [4] already explicitly mentions 'Step indicators at each phase transition' as part of the onboarding structure implementation. The new fact is redundant with existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.9,"fact":{"content":"Step indicators are positioned at each phase transition in the interview workflow","type":"procedural","confidence":0.8},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6ec7f133-f0e9-41ea-96b6-158277d2aecf
memory_id: 80fe86bc-ebee-45c6-a2f5-3c3cd4758bef
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:31:46.879Z
reason:
  Candidate [3] already documents this exact procedural detail: 'Relaxation cues at phase ends ("we can revisit anytime")'. The new fact adds no new information beyond what's already captured in the onboarding skill changes.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Relaxation cues with text like 'we can revisit anytime' are placed at the end of interview phases","type":"procedural","confidence":0.8},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: bc81200a-185e-4ec7-bb22-c14a4712d594
memory_id: f89efe08-59db-47a8-a4b9-27c812894364
event: updated
new_content: A timezone question was removed from Phase 3 of the interview workflow
changed_by: pipeline-v2
metadata: {"changedFields":["content","type"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T16:31:46.879Z
actor_type: pipeline
old_content:
  ### Verification Strategy After implementation: build packages, verify skill sync, test all three skills in Claude Code, confirm timezone removed from interview flow and templates.

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


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

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


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

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


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

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


id: 12f1a83a-58c1-4836-b1e2-a7e4ab777d0a
memory_id: 7b5ea1d0-bc8c-418f-843c-3fdfb720e0fc
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:33:48.589Z
reason:
  Candidate [4] already captures this exact fact: 'Set `user_invocable: false` to hide from users'. The new fact adds no new information beyond what's already documented.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Remember skill supports a `user_invocable` configuration flag that can be set to false to hide the skill from users","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":5,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


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

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


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

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

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


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

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


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

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


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

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

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


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

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


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

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.98,"fact":{"content":"A disclaimer section should be added to the Recall skill documentation explaining that automatic injection of relevant memories occurs at session start","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9257ed63-083f-4353-beb3-6f8ceebe1ebd
memory_id: f4db8634-5659-4b25-a9cb-b8e45d550960
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:34:58.766Z
reason:
  Candidates 4 and 5 (both labeled as issues) already explicitly specify this exact content: 'Add disclaimer section explaining automatic injection at session start and when manual recall is appropriate (targeted searches, old decisions, debugging)'. The new fact restates the same guidance in slightly different wording and adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The Recall skill disclaimer should explain when manual recall is appropriate, specifically for: targeted searches, old decisions, and debugging use cases","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 25bc2e79-2eed-44b1-8dd5-10a00bea260b
memory_id: f4db8634-5659-4b25-a9cb-b8e45d550960
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:34:58.766Z
reason:
  Existing candidate #5 already captures this as an issue item: 'USER.md.template — Remove timezone from line 13'. The new fact is already covered by the existing procedural list.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Timezone information should be removed from line 13 of USER.md.template","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 5a152242-6dbd-413d-8dbe-13cc303733ab
memory_id: f4db8634-5659-4b25-a9cb-b8e45d550960
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:34:58.766Z
reason:
  New fact is already covered by candidate [5] (ID: f4db8634-5659-4b25-a9cb-b8e45d550960), which explicitly lists 'AGENTS.md.template — Remove timezone from line 60' as task item 5

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"Timezone information should be removed from line 60 of AGENTS.md.template","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: f037d042-67e1-4e6a-82ba-e615836fd0f5
memory_id: 590c9616-21e3-40d8-8d66-88ac9ee83597
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:36:10.664Z
reason:
  Candidate [3] already establishes the existence of the 'Guiding Voice' tone guide and its communication standards (warm, patient, refined). Candidates [4] and [5] add further specifics. The new fact is a broader umbrella statement already covered by these existing memories.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The onboarding skill includes a 'Guiding Voice' tone guide that defines communication standards","type":"semantic","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 8e61ce0c-c125-452f-a894-3dbeaf84dd5d
memory_id: 590c9616-21e3-40d8-8d66-88ac9ee83597
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:36:10.664Z
reason:
  Candidate [3] already captures this information with additional detail: 'The onboarding skill's Guiding Voice tone guide emphasizes warm, patient, and refined communication style.' The new fact about warm communication is subsumed by the existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The 'Guiding Voice' tone guide in the onboarding skill emphasizes warm communication style","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 9bede67a-3e29-4b11-9efa-79c58279d7f0
memory_id: 590c9616-21e3-40d8-8d66-88ac9ee83597
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:36:10.664Z
reason:
  Candidate [3] already captures this fact: explicitly states the tone guide emphasizes 'patient' communication style as part of the 'warm, patient, and refined' description. New fact adds no new information.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The 'Guiding Voice' tone guide in the onboarding skill emphasizes patient communication style","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


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

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The 'Guiding Voice' tone guide in the onboarding skill emphasizes refined communication style","type":"procedural","confidence":0.95},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: df3afbbf-2fcd-405c-805d-0c80508a76bc
memory_id: f89efe08-59db-47a8-a4b9-27c812894364
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:36:42.195Z
reason:
  Candidate [5] (ID: f89efe08-59db-47a8-a4b9-27c812894364) contains the identical fact: 'A timezone question was removed from Phase 3 of the interview workflow'. No new information to add or update.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"A timezone question was removed from Phase 3 of the interview workflow","type":"decision","confidence":0.95},"extractionModel":"haiku","factCount":1,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 91896d00-d5a1-49ba-a217-e7e8b4c92b4f
memory_id: 34cc6dd5-39b3-4cfc-8d0b-36157047b317
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:59:24.592Z
reason:
  New fact is already covered by candidate [5] (Tailnet Connectivity Setup Request). The existing memory captures the same information - user requesting Tailnet connectivity assistance for remote work - with additional context (coffee shop location, no implementation completed). No new information to store.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"A user requested technical assistance with connecting to their Tailnet for remote work purposes","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6b3e1d54-db9f-4a4c-92c0-b43ebc81049c
memory_id: 34cc6dd5-39b3-4cfc-8d0b-36157047b317
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:59:24.592Z
reason:
  Candidate #5 (34cc6dd5-39b3-4cfc-8d0b-36157047b317) already captures this information explicitly: 'User requested assistance with connecting to their Tailnet for remote work at a coffee shop.' The new fact adds no additional context.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.95,"fact":{"content":"The user's remote work context was at a coffee shop","type":"fact","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 56005478-ed52-423c-9d57-9cee66af6c2f
memory_id: 34cc6dd5-39b3-4cfc-8d0b-36157047b317
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:59:24.592Z
reason:
  Candidate [5] already captures the key details: session initiated with user query and screenshot attachment, no implementation work completed. The new fact is a generic restatement of information already in memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The session was initiated with a user query and screenshot attachment, but no implementation work was completed","type":"fact","confidence":0.9},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 823671f1-100c-4aac-8451-8177992ab953
memory_id: 34cc6dd5-39b3-4cfc-8d0b-36157047b317
event: none
changed_by: pipeline-v2
created_at: 2026-02-27T16:59:24.592Z
reason:
  Candidate [5] already documents Tailscale/Tailnet connectivity setup and troubleshooting as a session topic with additional context (user scenario, coffee shop remote work, screenshot attachment). New fact is subsumed by existing memory.

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.92,"fact":{"content":"The session purpose involved Tailscale connectivity setup and troubleshooting","type":"procedural","confidence":0.85},"extractionModel":"haiku","factCount":4,"entityCount":4,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


id: 6946586c-595a-4ea4-b29f-76baca6ff406
memory_id: 9f89b2e8-5e4f-4ba6-9d15-af30e3038a03
event: updated
new_content: Signet initializes development sessions via a hook system that automatically loads project context
changed_by: pipeline-v2
metadata: {"changedFields":["content"],"ifVersion":null,"contentChanged":true}
created_at: 2026-02-27T17:47:17.038Z
actor_type: pipeline
old_content:
  Claude Code sessions are initialized via a SessionStart hook that automatically loads the memory system and agent identity configuration

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


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

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


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

metadata:
  {"shadow":false,"proposedAction":"none","targetMemoryId":null,"targetContent":null,"confidence":0.85,"fact":{"content":"The signetai monorepo is actively developed in Claude Code","type":"fact","confidence":0.8},"extractionModel":"haiku","factCount":2,"entityCount":2,"createdMemoryId":null,"updatedMemoryId":null,"deletedMemoryId":null,"dedupedExistingId":null,"blockedReason":null,"reviewNeeded":false,"contradictionRisk":false,"skippedReason":null}


