# memory_jobs

id: 3dff3d26-622f-4107-b09d-c1f2431a2a67
memory_id: 7df2a06d-f956-4196-a8e7-61e8cbf2cc39
job_type: extract
status: completed
leased_at: 2026-02-24T09:22:04.185Z
completed_at: 2026-02-24T09:22:29.216Z
created_at: 2026-02-24T08:02:09.308Z
updated_at: 2026-02-24T09:22:29.216Z
result:
  {"facts":[{"content":"The file `/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js` defines the constant DEFAULT_MEMORY_FLUSH_SOFT_TOKENS with a value of 4000","type":"fact","confidence":0.95},{"content":"The file `/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js` defines the constant DEFAULT_MEMORY_FLUSH_PROMPT with the value \"Pre-compaction memory flush.\"","type":"fact","confidence":0.95},{"content":"The OpenClaw project has full compliance with the memory flush mechanism as defined in `/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js`","type":"fact","confidence":0.9}],"entities":[{"source":"/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js","relationship":"defines","target":"DEFAULT_MEMORY_FLUSH_SOFT_TOKENS","confidence":0.95},{"source":"/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js","relationship":"defines","target":"DEFAULT_MEMORY_FLUSH_PROMPT","confidence":0.95},{"source":"OpenClaw","relationship":"complies with","target":"memory flush mechanism","confidence":0.9}],"proposals":[{"action":"none","targetMemoryId":"37c75ff3-b78a-4218-8a4f-c697cc6d8839","confidence":0.95,"reason":"New fact is fully covered by existing candidate 1, which contains identical constant definition and additional implementation details.","fact":{"content":"The file `/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js` defines the constant DEFAULT_MEMORY_FLUSH_SOFT_TOKENS with a value of 4000","type":"fact","confidence":0.95},"targetContent":"### OpenClaw ✓ FULL COMPLIANCE\n\n**Location:** `/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js`\n\n**Key Constants:**\n```javascript\nDEFAULT_MEMORY_FLUSH_SOFT_TOKENS = 4000  // safety margin\nDEFAULT_MEMORY_FLUSH_PROMPT = \"Pre-compaction memory flush. Store durable memories now...\"\nDEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT = \"Pre-compaction memory flush turn. The session is near auto-compaction...\"\n```\n\n**Implementation Details:**\n- `resolveMemoryFlushSettings(cfg)` - reads config, returns settings or null if disabled\n- `resolveMemoryFlushContextWindowTokens(params)` - calculates context window for model\n- `shouldRunMemoryFlush(params)` - determines if flush is needed based on token count\n- `runMemoryFlushIfNeeded(params)` - executes the flush turn\n\n**Trigger Logic:**\n```javascript\nthreshold = contextWindow - reserveTokens - softThreshold\nif (totalTokens >= threshold && !alreadyFlushedAtThisCompactionCount) {\n  // trigger flush\n}\n```\n\n**State Tracking:**\n- `memoryFlushAt` - timestamp of last flush\n- `memoryFlushCompactionCount` - prevents re-triggering at same compaction count\n\n**Config Options:**\n- `agents.defaults.compaction.memoryFlush.enabled` (default: true)\n- `agents.defaults.compaction.memoryFlush.softThresholdTokens` (default: 4000)\n- `agents.defaults.compaction.memoryFlush.prompt` (customizable)\n- `agents.defaults.compaction.memoryFlush.systemPrompt` (customizable)\n- `agents.defaults.compaction.reserveTokensFloor`\n\n---"},{"action":"none","targetMemoryId":"37c75ff3-b78a-4218-8a4f-c697cc6d8839","confidence":1,"reason":"Existing candidate 1 already contains the exact same constant definition with matching value and context","fact":{"content":"The file `/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js` defines the constant DEFAULT_MEMORY_FLUSH_PROMPT with the value \"Pre-compaction memory flush.\"","type":"fact","confidence":0.95},"targetContent":"### OpenClaw ✓ FULL COMPLIANCE\n\n**Location:** `/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js`\n\n**Key Constants:**\n```javascript\nDEFAULT_MEMORY_FLUSH_SOFT_TOKENS = 4000  // safety margin\nDEFAULT_MEMORY_FLUSH_PROMPT = \"Pre-compaction memory flush. Store durable memories now...\"\nDEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT = \"Pre-compaction memory flush turn. The session is near auto-compaction...\"\n```\n\n**Implementation Details:**\n- `resolveMemoryFlushSettings(cfg)` - reads config, returns settings or null if disabled\n- `resolveMemoryFlushContextWindowTokens(params)` - calculates context window for model\n- `shouldRunMemoryFlush(params)` - determines if flush is needed based on token count\n- `runMemoryFlushIfNeeded(params)` - executes the flush turn\n\n**Trigger Logic:**\n```javascript\nthreshold = contextWindow - reserveTokens - softThreshold\nif (totalTokens >= threshold && !alreadyFlushedAtThisCompactionCount) {\n  // trigger flush\n}\n```\n\n**State Tracking:**\n- `memoryFlushAt` - timestamp of last flush\n- `memoryFlushCompactionCount` - prevents re-triggering at same compaction count\n\n**Config Options:**\n- `agents.defaults.compaction.memoryFlush.enabled` (default: true)\n- `agents.defaults.compaction.memoryFlush.softThresholdTokens` (default: 4000)\n- `agents.defaults.compaction.memoryFlush.prompt` (customizable)\n- `agents.defaults.compaction.memoryFlush.systemPrompt` (customizable)\n- `agents.defaults.compaction.reserveTokensFloor`\n\n---"},{"action":"none","targetMemoryId":"37c75ff3-b78a-4218-8a4f-c697cc6d8839","confidence":0.9,"reason":"New fact is redundant and fully covered by existing candidate 1, which already confirms full compliance with the same memory flush mechanism and includes detailed implementation specifics.","fact":{"content":"The OpenClaw project has full compliance with the memory flush mechanism as defined in `/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js`","type":"fact","confidence":0.9},"targetContent":"### OpenClaw ✓ FULL COMPLIANCE\n\n**Location:** `/usr/lib/node_modules/openclaw/dist/auto-reply/reply/memory-flush.js`\n\n**Key Constants:**\n```javascript\nDEFAULT_MEMORY_FLUSH_SOFT_TOKENS = 4000  // safety margin\nDEFAULT_MEMORY_FLUSH_PROMPT = \"Pre-compaction memory flush. Store durable memories now...\"\nDEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT = \"Pre-compaction memory flush turn. The session is near auto-compaction...\"\n```\n\n**Implementation Details:**\n- `resolveMemoryFlushSettings(cfg)` - reads config, returns settings or null if disabled\n- `resolveMemoryFlushContextWindowTokens(params)` - calculates context window for model\n- `shouldRunMemoryFlush(params)` - determines if flush is needed based on token count\n- `runMemoryFlushIfNeeded(params)` - executes the flush turn\n\n**Trigger Logic:**\n```javascript\nthreshold = contextWindow - reserveTokens - softThreshold\nif (totalTokens >= threshold && !alreadyFlushedAtThisCompactionCount) {\n  // trigger flush\n}\n```\n\n**State Tracking:**\n- `memoryFlushAt` - timestamp of last flush\n- `memoryFlushCompactionCount` - prevents re-triggering at same compaction count\n\n**Config Options:**\n- `agents.defaults.compaction.memoryFlush.enabled` (default: true)\n- `agents.defaults.compaction.memoryFlush.softThresholdTokens` (default: 4000)\n- `agents.defaults.compaction.memoryFlush.prompt` (customizable)\n- `agents.defaults.compaction.memoryFlush.systemPrompt` (customizable)\n- `agents.defaults.compaction.reserveTokensFloor`\n\n---"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: c161b372-608a-4ace-949a-7e0c8fb0a6b6
memory_id: 6a490e1a-191f-4e9a-b03e-9f0ab93b6cac
job_type: extract
status: completed
leased_at: 2026-02-24T09:22:31.218Z
completed_at: 2026-02-24T09:23:26.633Z
created_at: 2026-02-24T08:02:09.336Z
updated_at: 2026-02-24T09:23:26.633Z
result:
  {"facts":[{"content":"The system sets the DEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT to 'Pre-compaction memory flush turn. /think'","type":"decision","confidence":0.8},{"content":"The DEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT value is 'Pre-compaction memory flush turn. /think'","type":"fact","confidence":0.8}],"entities":[{"source":"System","relationship":"defines","target":"Pre-compaction memory flush turn. /think","confidence":0.8}],"proposals":[{"action":"add","targetMemoryId":"none","confidence":0.8,"reason":"New fact provides a distinct value for DEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT not covered by existing candidates","fact":{"content":"The system sets the DEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT to 'Pre-compaction memory flush turn. /think'","type":"decision","confidence":0.8}},{"action":"add","confidence":0.8,"reason":"New fact provides a slightly different value for DEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT compared to existing candidate 1, and no exact match exists.","fact":{"content":"The DEFAULT_MEMORY_FLUSH_SYSTEM_PROMPT value is 'Pre-compaction memory flush turn. /think'","type":"fact","confidence":0.8}}],"writeMode":"phase-c","writeStats":{"added":2,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":2},"warnings":[]}


id: 66bee8f1-fa65-4e43-86c5-935b15f8ee99
memory_id: 16d733e7-399f-4187-b114-c22f30787294
job_type: extract
status: completed
leased_at: 2026-02-24T09:23:28.634Z
completed_at: 2026-02-24T09:24:05.725Z
created_at: 2026-02-24T08:02:09.346Z
updated_at: 2026-02-24T09:24:05.725Z
result:
  {"facts":[{"content":"The session is near auto-compaction threshold","type":"fact","confidence":0.95},{"content":"resolveMemoryFlushSettings(cfg) reads configuration and returns memory flush settings or null if disabled","type":"procedural","confidence":0.9},{"content":"resolveMemoryFlushContextWindowTokens(params) calculates the context window size for model processing","type":"procedural","confidence":0.9},{"content":"shouldRunMemoryFlush(params) evaluates parameters to determine if memory flush operation should execute","type":"procedural","confidence":0.9}],"entities":[{"source":"session","relationship":"approaching","target":"auto-compaction threshold","confidence":0.95},{"source":"resolveMemoryFlushSettings","relationship":"processes","target":"configuration","confidence":0.9},{"source":"resolveMemoryFlushContextWindowTokens","relationship":"calculates","target":"context window size","confidence":0.9},{"source":"shouldRunMemoryFlush","relationship":"evaluates","target":"execution condition","confidence":0.9}],"proposals":[{"action":"none","targetMemoryId":"16d733e7-399f-4187-b114-c22f30787294","confidence":0.95,"reason":"New fact matches existing candidate 1's content exactly, indicating it is already covered by existing memory.","fact":{"content":"The session is near auto-compaction threshold","type":"fact","confidence":0.95},"targetContent":"The session is near auto-compaction...\" ``` **Implementation Details:** - `resolveMemoryFlushSettings(cfg)` - reads config, returns settings or null if disabled - `resolveMemoryFlushContextWindowTokens(params)` - calculates context window for model - `shouldRunMemoryFlush(params)` - determines if f"},{"action":"none","targetMemoryId":"","confidence":0.9,"reason":"The new fact about resolveMemoryFlushSettings is already fully covered in both existing candidates (1 and 2) with identical implementation details.","fact":{"content":"resolveMemoryFlushSettings(cfg) reads configuration and returns memory flush settings or null if disabled","type":"procedural","confidence":0.9}},{"action":"none","targetMemoryId":"2","confidence":0.9,"reason":"New fact exactly matches existing fact [2] content about resolveMemoryFlushContextWindowTokens function","fact":{"content":"resolveMemoryFlushContextWindowTokens(params) calculates the context window size for model processing","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"New fact introduces a distinct procedural check for memory flush parameters not covered by existing candidates","fact":{"content":"shouldRunMemoryFlush(params) evaluates parameters to determine if memory flush operation should execute","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 6e16d791-4dd3-42cd-b20a-dd715bc35b3e
memory_id: 16c721f4-f482-40a2-849c-120e5fe8e307
job_type: extract
status: completed
leased_at: 2026-02-24T09:24:07.727Z
completed_at: 2026-02-24T09:24:17.066Z
created_at: 2026-02-24T08:02:09.356Z
updated_at: 2026-02-24T09:24:17.066Z
result:
  {"facts":[],"entities":[],"proposals":[],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":["Failed to parse LLM output as JSON"]}


id: 4737b8d3-c197-47ee-88ac-0fa801999377
memory_id: 3de30b12-608d-4b27-8aa8-5d2b0ce8ac4d
job_type: extract
status: completed
leased_at: 2026-02-24T09:24:19.067Z
completed_at: 2026-02-24T09:24:50.256Z
created_at: 2026-02-24T08:02:09.367Z
updated_at: 2026-02-24T09:24:50.256Z
result:
  {"facts":[{"content":"The `memoryFlushAt` parameter tracks the timestamp of the last memory flush operation","type":"fact","confidence":0.95},{"content":"The `memoryFlushCompactionCount` parameter prevents re-triggering memory flushes at the same compaction count","type":"fact","confidence":0.95},{"content":"The `agents.defaults.compaction.memoryFlush.enabled` configuration option is enabled by default","type":"fact","confidence":0.95},{"content":"The `agents.defaults.compaction.memoryFlush.softThresholdTokens` configuration option defaults to 4000 tokens","type":"fact","confidence":0.95}],"entities":[{"source":"memoryFlushAt","relationship":"defines","target":"timestamp of last flush","confidence":0.95},{"source":"memoryFlushCompactionCount","relationship":"defines","target":"prevents re-triggering at same compaction count","confidence":0.95},{"source":"agents.defaults.compaction.memoryFlush.enabled","relationship":"has default value","target":"true","confidence":0.95},{"source":"agents.defaults.compaction.memoryFlush.softThresholdTokens","relationship":"has default value","target":"4000","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate 3 already defines `memoryFlushAt` as the timestamp of the last flush, matching the new fact exactly.","fact":{"content":"The `memoryFlushAt` parameter tracks the timestamp of the last memory flush operation","type":"fact","confidence":0.95}},{"action":"none","confidence":1,"reason":"Existing candidate already explains memoryFlushCompactionCount's purpose in state tracking logic","fact":{"content":"The `memoryFlushCompactionCount` parameter prevents re-triggering memory flushes at the same compaction count","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing candidate explicitly states the default value of `agents.defaults.compaction.memoryFlush.enabled`","fact":{"content":"The `agents.defaults.compaction.memoryFlush.enabled` configuration option is enabled by default","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate 2 already contains the same configuration fact with matching default value and confidence.","fact":{"content":"The `agents.defaults.compaction.memoryFlush.softThresholdTokens` configuration option defaults to 4000 tokens","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 41485e7b-8b8a-4037-a2ac-e2f0f38428b5
memory_id: 58367c7e-7776-4417-a3a1-cf296cde73f6
job_type: extract
status: completed
leased_at: 2026-02-24T09:24:52.272Z
completed_at: 2026-02-24T09:25:39.743Z
created_at: 2026-02-24T08:02:09.377Z
updated_at: 2026-02-24T09:25:39.743Z
result:
  {"facts":[{"content":"The parameter `agents.defaults.compaction.memoryFlush.prompt` is customizable","type":"fact","confidence":0.95},{"content":"The parameter `agents.defaults.compaction.memoryFlush.systemPrompt` is customizable","type":"fact","confidence":0.95}],"entities":[{"source":"agents.defaults.compaction.memoryFlush.prompt","relationship":"is customizable","target":"customizable","confidence":0.95},{"source":"agents.defaults.compaction.memoryFlush.systemPrompt","relationship":"is customizable","target":"customizable","confidence":0.95}],"proposals":[{"action":"none","targetMemoryId":"58367c7e-7776-4417-a3a1-cf296cde73f6","confidence":0.95,"reason":"The new fact is already covered by existing candidate 3, which explicitly states that `agents.defaults.compaction.memoryFlush.prompt` is customizable.","fact":{"content":"The parameter `agents.defaults.compaction.memoryFlush.prompt` is customizable","type":"fact","confidence":0.95},"targetContent":"`agents.defaults.compaction.memoryFlush.prompt` (customizable) - `agents.defaults.compaction.memoryFlush.systemPrompt` (customizable) - `agents.defaults.compaction.reserveTokensFloor` ---"},{"action":"none","confidence":0.95,"reason":"Existing candidate 2 explicitly states both `agents.defaults.compaction.memoryFlush.prompt` and `systemPrompt` are customizable, covering the new fact.","fact":{"content":"The parameter `agents.defaults.compaction.memoryFlush.systemPrompt` is customizable","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 6ff3db74-5fca-40e9-b9d3-d72e5435e998
memory_id: d0fdcaa9-3e18-4f8c-b26d-c3faa921c3e8
job_type: extract
status: completed
leased_at: 2026-02-24T09:25:41.744Z
completed_at: 2026-02-24T09:26:22.013Z
created_at: 2026-02-24T08:02:09.388Z
updated_at: 2026-02-24T09:26:22.013Z
result:
  {"facts":[{"content":"The OpenCode implementation at `~/.config/opencode/memory.mjs` is marked as a partial implementation","type":"fact","confidence":0.9},{"content":"The `experimental.session.compacting` hook is available for use in the OpenCode implementation","type":"fact","confidence":0.9},{"content":"The `experimental.session.compacting` hook appends '[memory active: /remember to /think' to the output.context array","type":"fact","confidence":0.8}],"entities":[{"source":"OpenCode","relationship":"has","target":"experimental.session.compacting","confidence":0.9},{"source":"OpenCode","relationship":"location","target":"~/.config/opencode/memory.mjs","confidence":0.9},{"source":"experimental.session.compacting","relationship":"modifies","target":"output.context","confidence":0.8}],"proposals":[{"action":"none","targetMemoryId":"","confidence":0.9,"reason":"New fact is already covered by existing candidate 1 (learning type) with detailed partial implementation info.","fact":{"content":"The OpenCode implementation at `~/.config/opencode/memory.mjs` is marked as a partial implementation","type":"fact","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"The new fact is fully covered by existing candidate 4382947b-87d5-4d6a-a809-d47dc6a6d21b which already describes the hook's availability, limitations, and context","fact":{"content":"The `experimental.session.compacting` hook is available for use in the OpenCode implementation","type":"fact","confidence":0.9}},{"action":"update","targetMemoryId":"4382947b-87d5-4d6a-a809-d47dc6a6d21b","confidence":0.8,"reason":"New fact refines existing hook implementation with updated context string","fact":{"content":"The `experimental.session.compacting` hook appends '[memory active: /remember to /think' to the output.context array","type":"fact","confidence":0.8},"targetContent":"### OpenCode ⚠️ PARTIAL IMPLEMENTATION\n\n**Location:** `~/.config/opencode/memory.mjs`\n\n**Available Hook:** `experimental.session.compacting`\n\n**Current Implementation:**\n```javascript\n\"experimental.session.compacting\": async (input, output) => {\n    output.context.push('[memory active: /remember to save, /recall to query]')\n}\n```\n\n**Limitations:**\n- Only adds context reminder during compaction\n- Does NOT trigger a full agent turn for memory saving\n- Cannot execute memory save operations before compaction\n\n**Available Hooks (OpenCode Plugin API):**\n- `experimental.chat.messages.transform` - transform chat messages\n- `experimental.chat.system.transform` - transform system prompt\n- `experimental.session.compacting` - hook during compaction (limited)\n- `experimental.text.complete` - text completion hook\n\n**What's Missing:**\n1. Token monitoring before compaction threshold\n2. Ability to inject a memory flush turn before compaction\n3. State tracking for flush operations\n\n**Possible Enhancement:**\nThe plugin API would need a new hook like `experimental.session.preCompaction` that:\n- Receives current token count\n- Can inject a system message\n- Can pause compaction until agent responds\n- Can execute tool calls (like memory save)\n\n---"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 65288732-0767-4a72-95d3-69c681e5083f
memory_id: 2cf9db35-a296-4107-ae78-10136cafc527
job_type: extract
status: completed
leased_at: 2026-02-24T09:26:24.013Z
completed_at: 2026-02-24T09:27:20.476Z
created_at: 2026-02-24T08:02:09.399Z
updated_at: 2026-02-24T09:27:20.476Z
result:
  {"facts":[{"content":"The OpenCode Plugin API does not trigger a full agent turn for memory saving operations","type":"fact","confidence":0.95},{"content":"The OpenCode Plugin API cannot execute memory save operations before compaction completes","type":"fact","confidence":0.95},{"content":"The OpenCode Plugin API only adds context reminder during memory compaction phases","type":"fact","confidence":0.95},{"content":"The OpenCode Plugin API provides the `experimental.chat.messages.transform` hook for memory processing","type":"fact","confidence":0.95},{"content":"The OpenCode Plugin API includes the `tra /think` hook for memory-related operations","type":"fact","confidence":0.9}],"entities":[{"source":"OpenCode Plugin API","relationship":"has limitation","target":"does not trigger full agent turn during memory saving","confidence":0.95},{"source":"OpenCode Plugin API","relationship":"has limitation","target":"cannot execute memory save before compaction","confidence":0.95},{"source":"OpenCode Plugin API","relationship":"has limitation","target":"only adds context reminders during compaction","confidence":0.95},{"source":"OpenCode Plugin API","relationship":"provides hook","target":"experimental.chat.messages.transform","confidence":0.95},{"source":"OpenCode Plugin API","relationship":"provides hook","target":"tra /think","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"The new fact is already explicitly covered in candidate 1's limitations section about the OpenCode Plugin API not triggering full agent turns for memory saving.","fact":{"content":"The OpenCode Plugin API does not trigger a full agent turn for memory saving operations","type":"fact","confidence":0.95}},{"action":"add","targetMemoryId":"a91dc76a-6701-4666-a53c-732f64ec2f0e","confidence":0.95,"reason":"New fact provides a specific rule that aligns with the existing test verification process, refining the context without contradiction.","fact":{"content":"The OpenCode Plugin API cannot execute memory save operations before compaction completes","type":"fact","confidence":0.95},"targetContent":"## Test Verification\n\nTo verify pre-compaction flush is working:\n1. Start a long session that approaches context limit\n2. Check if memory save operations occur before compaction\n3. Verify saved memories contain session decisions, facts, progress, todos\n4. Confirm NO_REPLY is stripped from user output\n\n**OpenClaw Test:**\n```bash"},{"action":"none","confidence":0.95,"reason":"Existing candidate already contains the same information about the OpenCode Plugin API's context reminder limitation during compaction phases.","fact":{"content":"The OpenCode Plugin API only adds context reminder during memory compaction phases","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New fact introduces a distinct hook `experimental.chat.messages.transform` not covered by existing candidate's `experimental.chat.system.transform`","fact":{"content":"The OpenCode Plugin API provides the `experimental.chat.messages.transform` hook for memory processing","type":"fact","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"New fact introduces specific OpenCode Plugin API hook not covered by existing Open Agents patterns","fact":{"content":"The OpenCode Plugin API includes the `tra /think` hook for memory-related operations","type":"fact","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":3,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":3},"warnings":[]}


id: 231db7f0-55b9-476b-92f0-27625d093209
memory_id: df0a4ff0-cf70-4c0b-8755-bdbc3baaabc0
job_type: extract
status: completed
leased_at: 2026-02-24T09:27:22.478Z
completed_at: 2026-02-24T09:27:51.037Z
created_at: 2026-02-24T08:02:09.410Z
updated_at: 2026-02-24T09:27:51.037Z
result:
  {"facts":[{"content":"The `experimental.chat.system.transform` feature is a system prompt transform","type":"fact","confidence":1},{"content":"The `experimental.session.compacting` feature is a hook during compaction with limited scope","type":"fact","confidence":1},{"content":"The `experimental.text.complete` feature is a text completion hook","type":"fact","confidence":1},{"content":"The 'What's Missing' section lists an incomplete feature entry: 1. /think","type":"fact","confidence":0.8}],"entities":[{"source":"experimental.chat.system.transform","relationship":"is a","target":"system prompt transform","confidence":1},{"source":"experimental.session.compacting","relationship":"is a","target":"hook during compaction (limited)","confidence":1},{"source":"experimental.text.complete","relationship":"is a","target":"text completion hook","confidence":1},{"source":"What's Missing","relationship":"lists","target":"1. /think","confidence":0.8}],"proposals":[{"action":"none","confidence":1,"reason":"The new fact is already explicitly covered in existing candidate 2's content about the `experimental.chat.system.transform` feature.","fact":{"content":"The `experimental.chat.system.transform` feature is a system prompt transform","type":"fact","confidence":1}},{"action":"add","confidence":1,"reason":"New fact provides additional context about the hook's scope not covered by existing candidate","fact":{"content":"The `experimental.session.compacting` feature is a hook during compaction with limited scope","type":"fact","confidence":1}},{"action":"none","targetMemoryId":"df0a4ff0-cf70-4c0b-8755-bdbc3baaabc0","confidence":1,"reason":"New fact exactly matches existing candidate 2's description of `experimental.text.complete` as a text completion hook.","fact":{"content":"The `experimental.text.complete` feature is a text completion hook","type":"fact","confidence":1},"targetContent":"nsform chat messages - `experimental.chat.system.transform` - transform system prompt - `experimental.session.compacting` - hook during compaction (limited) - `experimental.text.complete` - text completion hook **What's Missing:** 1."},{"action":"add","targetMemoryId":"","confidence":0.8,"reason":"No existing candidate addresses the 'What's Missing' section's incomplete feature entry specifically.","fact":{"content":"The 'What's Missing' section lists an incomplete feature entry: 1. /think","type":"fact","confidence":0.8}}],"writeMode":"phase-c","writeStats":{"added":2,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":2},"warnings":[]}


id: 6c39d21c-91df-4d56-8373-87472bcdfdb8
memory_id: 1cafa48c-83c5-480c-af65-29699edc7983
job_type: extract
status: completed
leased_at: 2026-02-24T09:27:53.039Z
completed_at: 2026-02-24T09:28:42.180Z
created_at: 2026-02-24T08:02:09.419Z
updated_at: 2026-02-24T09:28:42.180Z
result:
  {"facts":[{"content":"Token monitoring is performed before the compaction threshold of 2","type":"fact","confidence":0.9},{"content":"The system has the ability to inject a memory flush turn before compaction 3","type":"fact","confidence":0.9}],"entities":[{"source":"system","relationship":"has","target":"token monitoring before compaction threshold 2","confidence":0.9},{"source":"system","relationship":"has","target":"memory flush turn before compaction 3","confidence":0.9}],"proposals":[{"action":"none","targetMemoryId":"1cafa48c-83c5-480c-af65-29699edc7983","confidence":0.9,"reason":"New fact is a subset of existing candidate 1's content about token monitoring before compaction threshold 2.","fact":{"content":"Token monitoring is performed before the compaction threshold of 2","type":"fact","confidence":0.9},"targetContent":"Token monitoring before compaction threshold 2. Ability to inject a memory flush turn before compaction 3."},{"action":"none","targetMemoryId":"1cafa48c-83c5-480c-af65-29699edc7983","confidence":0.9,"reason":"New fact is already covered by existing candidate 3 which explicitly mentions the ability to inject a memory flush turn before compaction 3.","fact":{"content":"The system has the ability to inject a memory flush turn before compaction 3","type":"fact","confidence":0.9},"targetContent":"Token monitoring before compaction threshold 2. Ability to inject a memory flush turn before compaction 3."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 9e729ff2-be63-4f70-9f26-d766bd457f51
memory_id: dc02d3ec-52fe-4568-9b77-d02a276331ee
job_type: extract
status: completed
leased_at: 2026-02-24T09:28:44.182Z
completed_at: 2026-02-24T09:30:17.068Z
created_at: 2026-02-24T08:02:09.430Z
updated_at: 2026-02-24T09:30:17.068Z
result:
  {"facts":[{"content":"The plugin API proposes a new hook called experimental.session.preCompaction for state tracking during flush operations","type":"decision","confidence":0.9},{"content":"The experimental.session.preCompaction hook receives the current token count as input","type":"procedural","confidence":0.9},{"content":"The experimental.session.preCompaction hook can inject a system message into the session","type":"procedural","confidence":0.9},{"content":"The experimental.session.preCompaction hook can pause compaction until the agent responds","type":"procedural","confidence":0.9},{"content":"The experimental.session.preCompaction hook can execute tool calls such as memory save operations","type":"procedural","confidence":0.9}],"entities":[{"source":"experimental.session.preCompaction","relationship":"receives","target":"current token count","confidence":0.9},{"source":"experimental.session.preCompaction","relationship":"can inject","target":"system message","confidence":0.9},{"source":"experimental.session.preCompaction","relationship":"can pause","target":"compaction","confidence":0.9},{"source":"experimental.session.preCompaction","relationship":"can execute","target":"tool calls (memory save)","confidence":0.9}],"proposals":[{"action":"none","confidence":0.9,"reason":"New fact aligns with existing candidates' discussion on the experimental.session.preCompaction hook, confirming its proposal and features without adding novel information.","fact":{"content":"The plugin API proposes a new hook called experimental.session.preCompaction for state tracking during flush operations","type":"decision","confidence":0.9}},{"action":"add","targetMemoryId":"b7a375ff-41d1-4be7-bd92-13f6b52e006b","confidence":0.9,"reason":"New fact provides specific input detail for existing hook, refining the existing candidate's procedural context","fact":{"content":"The experimental.session.preCompaction hook receives the current token count as input","type":"procedural","confidence":0.9},"targetContent":"### For OpenCode\n\n1. Request new hook: `experimental.session.preCompaction`\n2. This hook should receive token count and allow injecting messages\n3. Alternative: Document that pre-compaction flush requires harness-level changes"},{"action":"add","confidence":0.9,"reason":"New fact provides specific procedural detail about the hook's capability not fully covered by existing candidate","fact":{"content":"The experimental.session.preCompaction hook can inject a system message into the session","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"New fact introduces specific functionality of the preCompaction hook not covered by existing candidates","fact":{"content":"The experimental.session.preCompaction hook can pause compaction until the agent responds","type":"procedural","confidence":0.9}},{"action":"update","targetMemoryId":"dc02d3ec-52fe-4568-9b77-d02a276331ee","confidence":0.9,"reason":"The new fact confirms the capability of the experimental.session.preCompaction hook to execute tool calls, aligning with the learning content in candidate 3.","fact":{"content":"The experimental.session.preCompaction hook can execute tool calls such as memory save operations","type":"procedural","confidence":0.9},"targetContent":"State tracking for flush operations **Possible Enhancement:** The plugin API would need a new hook like `experimental.session.preCompaction` that: - Receives current token count - Can inject a system message - Can pause compaction until agent responds - Can execute tool calls (like memory save) ---"}],"writeMode":"phase-c","writeStats":{"added":3,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":3},"warnings":[]}


id: 9a7b626f-1d70-4243-91e3-048f5e409d9c
memory_id: 21b2fd69-56da-4314-8e36-b0daff38712a
job_type: extract
status: completed
leased_at: 2026-02-24T09:30:19.070Z
completed_at: 2026-02-24T09:30:54.830Z
created_at: 2026-02-24T08:02:09.451Z
updated_at: 2026-02-24T09:30:54.830Z
result:
  {"facts":[{"content":"Eviction notice for Nicholai is due on Feb 17, 2026 at midnight","type":"fact","confidence":1},{"content":"Eviction notice amount is $2,485.16, comprising $2,265 rent and $220.16 fees/utilities","type":"fact","confidence":1},{"content":"Eviction notice address is 655 S. Sierra Madre St","type":"fact","confidence":1}],"entities":[{"source":"Eviction notice","relationship":"due on","target":"Feb 17, 2026 at midnight","confidence":1},{"source":"Eviction notice","relationship":"amounts to","target":"$2,485.16","confidence":1},{"source":"Eviction notice","relationship":"addressed at","target":"655 S. Sierra Madre St","confidence":1}],"proposals":[{"action":"none","targetMemoryId":"","confidence":1,"reason":"New fact is fully covered by existing candidate [2], which already includes the eviction notice date, address, amounts, and contextual details about Nicholai's situation.","fact":{"content":"Eviction notice for Nicholai is due on Feb 17, 2026 at midnight","type":"fact","confidence":1}},{"action":"none","targetMemoryId":"","confidence":1,"reason":"New fact is fully covered by existing candidate [1] and [2] which contain identical eviction amount breakdown","fact":{"content":"Eviction notice amount is $2,485.16, comprising $2,265 rent and $220.16 fees/utilities","type":"fact","confidence":1}},{"action":"none","targetMemoryId":"","confidence":1,"reason":"New fact is fully contained within existing candidate 1's content about Nicholai's eviction notice address.","fact":{"content":"Eviction notice address is 655 S. Sierra Madre St","type":"fact","confidence":1}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 69d2819f-c9c8-499e-ac40-f459bb6f6e2f
memory_id: b54c92ea-ccc9-4a6a-ab05-03488051863a
job_type: extract
status: completed
leased_at: 2026-02-24T09:30:57.568Z
completed_at: 2026-02-24T09:31:36.931Z
created_at: 2026-02-24T08:02:09.461Z
updated_at: 2026-02-24T09:31:36.931Z
result:
  {"facts":[{"content":"The property at 342, Colorado Springs, CO 80903 is named Experience at The Epicenter","type":"fact","confidence":0.95},{"content":"A notice was served on Feb 5, 2026 at 11:54 AM for the property at 342, Colorado Springs, CO 80903","type":"fact","confidence":0.95},{"content":"Nicholai resides with his girlfriend/roommate Amari Rodriguez at 342, Colorado Springs, CO 80903","type":"fact","confidence":0.9},{"content":"Nicholai pays rent, utilities, and majority of bills for the property at 342, Colorado Springs, CO 80903","type":"fact","confidence":0.9},{"content":"Nicholai is responsible for all cat care tasks (litter, feeding, etc.) at 342, Colorado Springs, CO 80903","type":"fact","confidence":0.9},{"content":"Amari Rodriguez shares the lease for the property at 342, Colorado Springs, CO 80903 with Nicholai","type":"fact","confidence":0.9}],"entities":[{"source":"342, Colorado Springs, CO 80903","relationship":"named","target":"Experience at The Epicenter","confidence":0.95},{"source":"342, Colorado Springs, CO 80903","relationship":"has_notice","target":"Feb 5, 2026 at 11:54 AM","confidence":0.95},{"source":"Nicholai","relationship":"resides_with","target":"Amari Rodriguez","confidence":0.9},{"source":"Nicholai","relationship":"pays_for","target":"rent, utilities, majority of bills","confidence":0.9},{"source":"Nicholai","relationship":"responsible_for","target":"cat care tasks (litter, feeding, etc.)","confidence":0.9},{"source":"Nicholai","relationship":"shares_lease_with","target":"Amari Rodriguez","confidence":0.9}],"proposals":[{"action":"none","targetMemoryId":"b54c92ea-ccc9-4a6a-ab05-03488051863a","confidence":0.95,"reason":"New fact matches existing candidate 1's property address and name exactly, with no additional information to merge","fact":{"content":"The property at 342, Colorado Springs, CO 80903 is named Experience at The Epicenter","type":"fact","confidence":0.95},"targetContent":"342, Colorado Springs, CO 80903 - Property: Experience at The Epicenter - Notice served: Feb 5, 2026 at 11:54 AM **Living Situation:** - Lives with girlfriend/roommate Amari Rodriguez (both on lease) - Nicholai pays: rent, utilities, majority of bills - Nicholai does: all cat care (litter, feeding,"},{"action":"none","confidence":0.95,"reason":"New fact is fully covered by existing candidate 1 which contains identical eviction notice details including date, time, address, and property information.","fact":{"content":"A notice was served on Feb 5, 2026 at 11:54 AM for the property at 342, Colorado Springs, CO 80903","type":"fact","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"New fact is fully covered by existing candidate 1 which contains identical address, occupants, and lease details.","fact":{"content":"Nicholai resides with his girlfriend/roommate Amari Rodriguez at 342, Colorado Springs, CO 80903","type":"fact","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Existing candidate 1 already contains the same information about Nicholai paying rent, utilities, and majority of bills for 342, Colorado Springs, CO 80903","fact":{"content":"Nicholai pays rent, utilities, and majority of bills for the property at 342, Colorado Springs, CO 80903","type":"fact","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Existing candidate 2 already contains the same information about Nicholai's cat care responsibilities at the specified address.","fact":{"content":"Nicholai is responsible for all cat care tasks (litter, feeding, etc.) at 342, Colorado Springs, CO 80903","type":"fact","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Existing candidate 1 already contains information about Amari Rodriguez and Nicholai sharing the lease for 342, Colorado Springs, CO 80903","fact":{"content":"Amari Rodriguez shares the lease for the property at 342, Colorado Springs, CO 80903 with Nicholai","type":"fact","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: ce2b68b0-68cd-488f-ae07-aada394c7998
memory_id: abcb9cb2-e041-4e08-bd3c-e93214701c3c
job_type: extract
status: completed
leased_at: 2026-02-24T09:31:38.934Z
completed_at: 2026-02-24T09:32:48.154Z
created_at: 2026-02-24T08:02:09.471Z
updated_at: 2026-02-24T09:32:48.154Z
result:
  {"facts":[{"content":"Amari works 4 days per week","type":"fact","confidence":0.95},{"content":"Nicholai works 7 days per week with 16 hours of work each day","type":"fact","confidence":0.95},{"content":"The relationship between Amari and Nicholai is very strained with frequent arguments","type":"fact","confidence":0.9},{"content":"The team is transitioning from VFX to development since August 2025","type":"decision","confidence":0.9},{"content":"The transition from VFX to development was made due to the physical toll of VFX work and its unsustainability. VFX was rejected because it is not sustainable and causes physical strain.","type":"rationale","confidence":0.9},{"content":"The team missed $1800 in potential revenue due to the transition from VFX to development","type":"fact","confidence":0.9}],"entities":[{"source":"Amari","relationship":"works","target":"4 days/week","confidence":0.95},{"source":"Nicholai","relationship":"works","target":"7 days, 16 hours/day","confidence":0.95},{"source":"Amari","relationship":"has strained relationship with","target":"Nicholai","confidence":0.9},{"source":"VFX","relationship":"transitioned to","target":"development","confidence":0.9},{"source":"VFX","relationship":"causes physical toll","target":"unsustainable workload","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already fully covered by existing candidate 2 which explicitly states 'Amari works 4 days/week'","fact":{"content":"Amari works 4 days per week","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate 2 already contains the same information about Nicholai's work schedule.","fact":{"content":"Nicholai works 7 days per week with 16 hours of work each day","type":"fact","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"Existing candidate 1 already explicitly states the strained relationship with frequent arguments and detailed context about work conflicts and eviction risks.","fact":{"content":"The relationship between Amari and Nicholai is very strained with frequent arguments","type":"fact","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"New fact about team transition not covered by existing candidates","fact":{"content":"The team is transitioning from VFX to development since August 2025","type":"decision","confidence":0.9}},{"action":"none","targetMemoryId":"abcb9cb2-e041-4e08-bd3c-e93214701c3c","confidence":0.9,"reason":"New fact is redundant with existing candidate 2, which already states the transition from VFX to development was due to physical toll and unsustainability.","fact":{"content":"The transition from VFX to development was made due to the physical toll of VFX work and its unsustainability. VFX was rejected because it is not sustainable and causes physical strain.","type":"rationale","confidence":0.9},"targetContent":"vet) - Amari works 4 days/week, Nicholai works 7 days, 16 hours/day - Relationship very strained - constant arguments, especially when he prioritizes work **Work Situation:** - Transitioning from VFX to development (since August 2025) - VFX taking physical toll, not sustainable - Missed $1800 dead"},{"action":"add","confidence":0.9,"reason":"New fact about revenue loss during VFX-to-development transition has no overlap with existing candidates about communication issues or project management dashboard","fact":{"content":"The team missed $1800 in potential revenue due to the transition from VFX to development","type":"fact","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":2,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":2},"warnings":[]}


id: e1b07ee0-6f69-443e-ae9e-078a2aa30bb5
memory_id: be6b25ec-ef84-4323-9fc7-425e110e34da
job_type: extract
status: completed
leased_at: 2026-02-24T09:38:22.666Z
completed_at: 2026-02-24T09:39:43.658Z
created_at: 2026-02-24T08:02:09.482Z
updated_at: 2026-02-24T09:39:43.658Z
result:
  {"facts":[{"content":"The person experienced an hours-long argument with their romantic partner when they stated they needed to work","type":"fact","confidence":0.9},{"content":"The person cannot focus on work at home due to relationship conflict with their partner","type":"fact","confidence":0.9},{"content":"The person is currently exhausted and frustrated about their living situation","type":"fact","confidence":0.9},{"content":"The person loves their apartment despite current difficulties","type":"preference","confidence":0.9},{"content":"The person cannot sustain living in their apartment if they are unable to work","type":"fact","confidence":0.9},{"content":"There is a cyclical constraint: the person needs to work to pay rent, but working triggers arguments with their partner, which prevents effective work, which threatens their ability to sustain the apartment","type":"semantic","confidence":0.85}],"entities":[{"source":"person","relationship":"in conflict with","target":"romantic partner","confidence":0.9},{"source":"person","relationship":"loves","target":"apartment","confidence":0.9},{"source":"person","relationship":"needs","target":"work (for rent)","confidence":0.9},{"source":"work","relationship":"triggers","target":"arguments with partner","confidence":0.85},{"source":"arguments","relationship":"prevents","target":"work focus","confidence":0.85},{"source":"inability to work","relationship":"threatens","target":"apartment sustainability","confidence":0.8}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate [1] already explicitly documents this incident: 'Missed $1800 deadline due to hours-long argument when he said he needed to work.' The new fact is fully covered in the comprehensive housing/personal situation memory, which provides necessary context about the relationship dynamics and pattern.","fact":{"content":"The person experienced an hours-long argument with their romantic partner when they stated they needed to work","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered in candidate [1], which explicitly states 'Can't focus at home due to relationship conflict' with full context about Amari, the eviction, and the work-rent-conflict dynamic. No new information or refinement to add.","fact":{"content":"The person cannot focus on work at home due to relationship conflict with their partner","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already comprehensively documents exhaustion and frustration about the housing situation. The new fact is a summary-level observation that's explicitly mentioned in the existing detailed memory.","fact":{"content":"The person is currently exhausted and frustrated about their living situation","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Existing memory [1] already explicitly captures this preference in its final line: 'loves the apartment but can't sustain it if he can't work'. The new fact is subsumed within the broader housing/relationship context already documented.","fact":{"content":"The person loves their apartment despite current difficulties","type":"preference","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"This fact is already explicitly covered in candidate [1], which contains 'loves the apartment but can't sustain it if he can't work.' The new fact is a direct restatement of existing knowledge.","fact":{"content":"The person cannot sustain living in their apartment if they are unable to work","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"The cyclical constraint (work → arguments → can't work → missed deadlines → can't pay rent) is already comprehensively documented in candidate [1] under 'Key dynamic'. The new fact restates this relationship without adding new information.","fact":{"content":"There is a cyclical constraint: the person needs to work to pay rent, but working triggers arguments with their partner, which prevents effective work, which threatens their ability to sustain the apartment","type":"semantic","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: c748507c-b019-4bf3-9ec0-a591d89be0bd
memory_id: 45d0b122-9294-4c7d-9e45-4f24bd0f050e
job_type: extract
status: completed
leased_at: 2026-02-24T09:39:45.677Z
completed_at: 2026-02-24T09:40:47.888Z
created_at: 2026-02-24T08:02:09.493Z
updated_at: 2026-02-24T09:40:47.888Z
result:
  {"facts":[{"content":"The user faces financial strain from deadlines and income issues that are affecting their ability to pay rent","type":"fact","confidence":0.85},{"content":"The user is aware of their financial situation and its implications","type":"fact","confidence":0.9},{"content":"The user is experiencing exhaustion related to their financial circumstances","type":"fact","confidence":0.85},{"content":"The user's financial situation is not in immediate crisis despite rent payment concerns","type":"fact","confidence":0.8}],"entities":[{"source":"User","relationship":"faces","target":"financial strain (deadlines/income → rent payment)","confidence":0.85},{"source":"User","relationship":"is aware of","target":"their financial situation","confidence":0.9},{"source":"User","relationship":"is experiencing","target":"exhaustion","confidence":0.85},{"source":"Financial situation","relationship":"is not in","target":"immediate crisis","confidence":0.8}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by candidate [2], which includes specific eviction details ($2,485.16, Feb 17 deadline), root causes (work/relationship cycle preventing income), and current state assessment. No new information to add or update.","fact":{"content":"The user faces financial strain from deadlines and income issues that are affecting their ability to pay rent","type":"fact","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"New fact is already explicitly documented in both existing candidates (especially ID 78b20ed0 which comprehensively covers his awareness of the eviction, financial situation, and its implications). No new information to capture.","fact":{"content":"The user is aware of their financial situation and its implications","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by candidate [2], which documents the exhaustion explicitly in context of financial pressures (eviction notice, deadline/income cycle, relationship dynamics blocking work). Candidate [1] also mentions exhaustion tied to deadlines/income. No new information to add.","fact":{"content":"The user is experiencing exhaustion related to their financial circumstances","type":"fact","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Fact already comprehensively captured in candidate 2 (housing/personal situation memory), which explicitly states 'not in immediate crisis' with full context. Candidate 1 also contains this conclusion. No new information to add.","fact":{"content":"The user's financial situation is not in immediate crisis despite rent payment concerns","type":"fact","confidence":0.8}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 1ca897d9-4281-474c-9301-177fa2c51faf
memory_id: 6e2ad392-dd8a-4140-bd17-2d46420c07aa
job_type: extract
status: completed
leased_at: 2026-02-24T09:34:07.329Z
completed_at: 2026-02-24T09:34:48.648Z
created_at: 2026-02-24T08:02:09.503Z
updated_at: 2026-02-24T09:34:48.648Z
result:
  {"facts":[{"content":"Nicholai expresses difficulty or emotional struggle through dark humor and self-deprecating jokes rather than direct statements of distress","type":"preference","confidence":0.65}],"entities":[{"source":"Nicholai","relationship":"communication style when distressed","target":"dark humor","confidence":0.65}],"proposals":[{"action":"add","confidence":0.75,"reason":"New fact is a generalizable communication pattern/personality preference distinct from the specific crisis situation in [1]. While the behavior is evidenced by [1] and [2], extracting it as an explicit pattern helps interpret all future communications across contexts. Raises confidence from 0.65 given clear demonstration in existing memories.","fact":{"content":"Nicholai expresses difficulty or emotional struggle through dark humor and self-deprecating jokes rather than direct statements of distress","type":"preference","confidence":0.65}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":1,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 5cac4061-29cd-45e8-b86f-a3a9dae3ca47
memory_id: 993205ae-a7f6-45a0-b526-16c4d328b54b
job_type: extract
status: completed
leased_at: 2026-02-24T09:34:50.650Z
completed_at: 2026-02-24T09:35:51.054Z
created_at: 2026-02-24T08:02:09.519Z
updated_at: 2026-02-24T09:35:51.054Z
result:
  {"facts":[{"content":"The refactor involves deleting the template file `src/templates/memory.mjs.ts`","type":"procedural","confidence":0.95},{"content":"The refactor involves creating `src/plugin-bundle.ts` as a placeholder file","type":"procedural","confidence":0.95},{"content":"The real plugin bundle is embedded into `src/plugin-bundle.ts` via a build script during the build process, rather than being stored directly in source control","type":"decision","confidence":0.9},{"content":"src/plugin-bundle.ts serves as a placeholder that gets populated by the build-time bundle embedding process","type":"semantic","confidence":0.9}],"entities":[{"source":"refactor","relationship":"involves deletion of","target":"src/templates/memory.mjs.ts","confidence":0.95},{"source":"refactor","relationship":"involves creation of","target":"src/plugin-bundle.ts","confidence":0.95},{"source":"src/plugin-bundle.ts","relationship":"is a","target":"placeholder for real bundle","confidence":0.9},{"source":"build script","relationship":"embeds bundled plugin into","target":"src/plugin-bundle.ts","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate 1 already covers this fact—it explicitly mentions deleting `src/templates/memory.mjs.ts` as part of the implementation tasks for the connector refactor. No new information to store.","fact":{"content":"The refactor involves deleting the template file `src/templates/memory.mjs.ts`","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already explicitly covers this fact: 'Creating `src/plugin-bundle.ts` as a placeholder (real bundle embedded via build script)'","fact":{"content":"The refactor involves creating `src/plugin-bundle.ts` as a placeholder file","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"Candidate [1] (993205ae-a7f6-45a0-b526-16c4d328b54b) already captures this exact concept: 'Creating `src/plugin-bundle.ts` as a placeholder (real bundle embedded via build script)'. The new fact restates existing knowledge without adding new details.","fact":{"content":"The real plugin bundle is embedded into `src/plugin-bundle.ts` via a build script during the build process, rather than being stored directly in source control","type":"decision","confidence":0.9}},{"action":"update","targetMemoryId":"8b1b97d4-e685-452e-ac8d-0bfe8a685ba7","confidence":0.9,"reason":"New fact provides specific implementation detail about src/plugin-bundle.ts being the placeholder populated by build-time embedding, directly refining candidate 5's statement about build-time embedding","fact":{"content":"src/plugin-bundle.ts serves as a placeholder that gets populated by the build-time bundle embedding process","type":"semantic","confidence":0.9},"targetContent":"The plugin bundle is embedded at build time and written during connector installation."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: f148f2e4-50fb-4270-a285-536c60d6cfa0
memory_id: e3500504-74fb-4df7-bbfa-e71910bb2275
job_type: extract
status: completed
leased_at: 2026-02-24T09:35:53.056Z
completed_at: 2026-02-24T09:37:15.247Z
created_at: 2026-02-24T08:02:09.530Z
updated_at: 2026-02-24T09:37:15.247Z
result:
  {"facts":[{"content":"The scripts/embed-plugin.ts file was created in @signet/connector-opencode to embed the compiled plugin from ../opencode-plugin/dist/signet.mjs","type":"procedural","confidence":0.9},{"content":"The install() function in @signet/connector-opencode was refactored to ensure the OpenCode plugins directory exists before writing the plugin","type":"procedural","confidence":0.85},{"content":"The install() function in @signet/connector-opencode was refactored to handle legacy plugin migration","type":"procedural","confidence":0.8},{"content":"The install() function in @signet/connector-opencode was refactored to write the bundled plugin to the user's OpenCode plugins directory","type":"procedural","confidence":0.85},{"content":"The install() function in @signet/connector-opencode was refactored to skip config patching (unlike other connectors)","type":"decision","confidence":0.85}],"entities":[{"source":"scripts/embed-plugin.ts","relationship":"embeds","target":"../opencode-plugin/dist/signet.mjs","confidence":0.9},{"source":"@signet/connector-opencode.install()","relationship":"ensures-exists","target":"OpenCode plugins directory","confidence":0.85},{"source":"@signet/connector-opencode.install()","relationship":"handles","target":"legacy migration","confidence":0.8},{"source":"@signet/connector-opencode.install()","relationship":"writes","target":"bundled plugin","confidence":0.85},{"source":"@signet/connector-opencode.install()","relationship":"skips","target":"config patching","confidence":0.85}],"proposals":[{"action":"update","targetMemoryId":"e3500504-74fb-4df7-bbfa-e71910bb2275","confidence":0.85,"reason":"New fact confirms the creation of scripts/embed-plugin.ts with specific implementation details. Candidate [1] covers the same work item but reads as part of a task list. Merging the new fact provides clearer confirmation that this work was completed.","fact":{"content":"The scripts/embed-plugin.ts file was created in @signet/connector-opencode to embed the compiled plugin from ../opencode-plugin/dist/signet.mjs","type":"procedural","confidence":0.9},"targetContent":"Creating `scripts/embed-plugin.ts` to embed the compiled plugin from `../opencode-plugin/dist/signet.mjs` 4. Refactoring `install()` to ensure plugins directory exists, handle legacy migration, write bundled plugin, and skip config patching 5."},{"action":"none","confidence":0.9,"reason":"Candidate [2] already captures this exact detail: 'Refactoring `install()` to ensure plugins directory exists, handle legacy migration, write bundled plugin, and skip config patching'. The new fact is a specific instance of the broader refactoring already documented.","fact":{"content":"The install() function in @signet/connector-opencode was refactored to ensure the OpenCode plugins directory exists before writing the plugin","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.85,"reason":"Candidate [2] already documents the install() refactoring and explicitly mentions 'handle legacy migration' as part of it. New fact is less detailed than existing memory and adds no novel information.","fact":{"content":"The install() function in @signet/connector-opencode was refactored to handle legacy plugin migration","type":"procedural","confidence":0.8}},{"action":"none","confidence":0.9,"reason":"New fact is already covered by existing memories [2] and [4]. Candidate [4] explicitly states 'writes the bundled plugin to ~/.config/opencode/plugins/signet.mjs' which captures this procedural detail. Candidate [2] also mentions 'Refactoring install() to...write bundled plugin'. No new information is added.","fact":{"content":"The install() function in @signet/connector-opencode was refactored to write the bundled plugin to the user's OpenCode plugins directory","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already documents this exact detail: 'skip config patching' is explicitly mentioned as part of the install() refactoring. Candidate [5] explains the architectural rationale (auto-discovery). The new fact adds no new information.","fact":{"content":"The install() function in @signet/connector-opencode was refactored to skip config patching (unlike other connectors)","type":"decision","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 0d001577-77ef-4659-b36d-b0631a6feb6e
memory_id: 677aec8d-8e6f-4f08-8c09-1174cfc59c6d
job_type: extract
status: completed
leased_at: 2026-02-24T09:37:17.248Z
completed_at: 2026-02-24T09:38:20.663Z
created_at: 2026-02-24T08:02:09.558Z
updated_at: 2026-02-24T09:38:20.663Z
result:
  {"facts":[{"content":"A migrateFromLegacy() method is being added to @signet/connector-opencode to clean up old memory.mjs references from config files","type":"procedural","confidence":0.85},{"content":"The uninstall() method in @signet/connector-opencode is being updated to remove the bundled plugin and invoke migration cleanup","type":"decision","confidence":0.85},{"content":"The isInstalled() method in @signet/connector-opencode is being simplified to check only for the existence of ~/.config/opencode/plugins/signet.mjs","type":"decision","confidence":0.85},{"content":"The @signet/connector-opencode package is transitioning from a legacy memory.mjs-based plugin system to a bundled signet.mjs plugin system, requiring migration cleanup during uninstall","type":"rationale","confidence":0.8}],"entities":[{"source":"@signet/connector-opencode","relationship":"implements","target":"migrateFromLegacy() method","confidence":0.85},{"source":"migrateFromLegacy() method","relationship":"cleans up","target":"old memory.mjs references in config files","confidence":0.85},{"source":"uninstall() method","relationship":"removes","target":"bundled plugin","confidence":0.85},{"source":"isInstalled() method","relationship":"checks existence of","target":"~/.config/opencode/plugins/signet.mjs","confidence":0.85},{"source":"@signet/connector-opencode","relationship":"migrates from","target":"legacy memory.mjs plugin system","confidence":0.8}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate 3 (677aec8d) already documents this exact procedure: 'Adding migrateFromLegacy() method to clean up old memory.mjs references from config files'. New fact is covered.","fact":{"content":"A migrateFromLegacy() method is being added to @signet/connector-opencode to clean up old memory.mjs references from config files","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this exact detail: 'Updating uninstall() to remove the bundled plugin and call migration cleanup' as item 6. The new fact provides no additional information beyond what's already documented in that procedural memory.","fact":{"content":"The uninstall() method in @signet/connector-opencode is being updated to remove the bundled plugin and invoke migration cleanup","type":"decision","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already documents this exact change: 'Simplifying `isInstalled()` to just check for `plugins/signet.mjs` existence'. The new fact is already covered by existing memory.","fact":{"content":"The isInstalled() method in @signet/connector-opencode is being simplified to check only for the existence of ~/.config/opencode/plugins/signet.mjs","type":"decision","confidence":0.85}},{"action":"update","targetMemoryId":"677aec8d-8e6f-4f08-8c09-1174cfc59c6d","confidence":0.85,"reason":"New fact is a high-level rationale explaining the transition story and migration requirement. Candidate [3] contains the specific implementation details (migrateFromLegacy, uninstall, isInstalled). Merging adds essential context to the procedural memory about why these migration cleanup steps are needed.","fact":{"content":"The @signet/connector-opencode package is transitioning from a legacy memory.mjs-based plugin system to a bundled signet.mjs plugin system, requiring migration cleanup during uninstall","type":"rationale","confidence":0.8},"targetContent":"Adding `migrateFromLegacy()` method to clean up old memory.mjs references from config files 6. Updating `uninstall()` to remove the bundled plugin and call migration cleanup 7. Simplifying `isInstalled()` to just check for `plugins/signet.mjs` existence 8."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 576cfc17-5411-4d27-9728-598dcc4f4f52
memory_id: 6ecaee61-6a11-4c0c-8def-b315f8e19a6e
job_type: extract
status: completed
leased_at: 2026-02-24T09:40:49.890Z
completed_at: 2026-02-24T09:41:16.031Z
created_at: 2026-02-24T08:02:09.574Z
updated_at: 2026-02-24T09:41:16.031Z
result:
  {"facts":[{"content":"A 'build:bundle' npm script is being added or updated in package.json","type":"procedural","confidence":0.95}],"entities":[{"source":"package.json","relationship":"being updated with","target":"build:bundle script","confidence":0.95}],"proposals":[{"action":"none","confidence":0.9,"reason":"Candidate [3] (ID: 6ecaee61) already captures this procedural fact: 'Updating package.json with new build:bundle script'. The new fact is a restatement of the same change.","fact":{"content":"A 'build:bundle' npm script is being added or updated in package.json","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 0d874136-ff0e-41be-8b8a-06f3c1a14c9e
memory_id: 8df4c505-33e0-495e-868f-704c030b75be
job_type: extract
status: completed
leased_at: 2026-02-24T09:41:18.048Z
completed_at: 2026-02-24T09:42:02.884Z
created_at: 2026-02-24T08:02:09.586Z
updated_at: 2026-02-24T09:42:02.884Z
result:
  {"facts":[{"content":"Nicholai requested information about late-night restaurants in Colorado Springs","type":"fact","confidence":0.95},{"content":"Web search failed because no Brave API key is configured in the local environment","type":"procedural","confidence":0.9},{"content":"A workaround script exists at ~/.agents/scripts/local-hours.sh that scrapes DuckDuckGo HTML to retrieve restaurant hours information","type":"procedural","confidence":0.85}],"entities":[{"source":"Nicholai","relationship":"requested","target":"late-night restaurants in Colorado Springs","confidence":0.95},{"source":"Web search","relationship":"failed due to","target":"missing Brave API key configuration","confidence":0.9},{"source":"~/.agents/scripts/local-hours.sh","relationship":"provides workaround for","target":"local search limitation","confidence":0.85},{"source":"~/.agents/scripts/local-hours.sh","relationship":"uses","target":"DuckDuckGo HTML scraping","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate 1 already documents this request with full context: the problem (no Brave API key), workarounds, and solutions. The new fact is a subset of existing memory.","fact":{"content":"Nicholai requested information about late-night restaurants in Colorado Springs","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing memory [1] comprehensively covers this exact issue: missing Brave API key, workarounds, and configuration solution. New fact adds no additional information.","fact":{"content":"Web search failed because no Brave API key is configured in the local environment","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already contains this exact workaround script reference with location and purpose (curls DuckDuckGo HTML for hours). New fact adds no novel information.","fact":{"content":"A workaround script exists at ~/.agents/scripts/local-hours.sh that scrapes DuckDuckGo HTML to retrieve restaurant hours information","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: a3f4d544-ee19-41c8-ab7a-388da296de98
memory_id: e82d8413-a9f0-478b-be4b-04f6fa21432f
job_type: extract
status: completed
leased_at: 2026-02-24T09:42:04.886Z
completed_at: 2026-02-24T09:43:25.539Z
created_at: 2026-02-24T08:02:09.597Z
updated_at: 2026-02-24T09:43:25.539Z
result:
  {"facts":[{"content":"The `agent-browser` skill should be used for page scraping when curl fails","type":"procedural","confidence":0.9},{"content":"The `agent-browser` skill supports an `open` command to navigate to URLs (syntax: agent-browser open \"url\")","type":"procedural","confidence":0.95},{"content":"The `agent-browser` skill supports a `snapshot` command with `-i` flag for capturing page state","type":"procedural","confidence":0.9},{"content":"Running `openclaw configure --section web` allows configuration of web search capabilities in OpenClaw","type":"procedural","confidence":0.9},{"content":"BRAVE_API_KEY configuration via `openclaw configure --section web` enables full web search functionality in OpenClaw","type":"semantic","confidence":0.85},{"content":"Configuring OpenClaw with BRAVE_API_KEY is considered the most complete solution for web scraping and search capabilities","type":"decision","confidence":0.8}],"entities":[{"source":"agent-browser skill","relationship":"used for","target":"page scraping","confidence":0.9},{"source":"agent-browser skill","relationship":"provides command","target":"open","confidence":0.95},{"source":"agent-browser skill","relationship":"provides command","target":"snapshot","confidence":0.9},{"source":"curl","relationship":"replaced by","target":"agent-browser skill","confidence":0.85},{"source":"openclaw","relationship":"has configuration section","target":"web","confidence":0.9},{"source":"BRAVE_API_KEY","relationship":"enables","target":"full web search in OpenClaw","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [1] already comprehensively covers this procedural fact with context (local search scenario), example commands, and related workarounds. New fact adds no new information.","fact":{"content":"The `agent-browser` skill should be used for page scraping when curl fails","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already demonstrates the agent-browser open command with URL syntax (example: agent-browser open \"google.com/search?q=business+hours\"). The new fact is redundant with existing procedural knowledge.","fact":{"content":"The `agent-browser` skill supports an `open` command to navigate to URLs (syntax: agent-browser open \"url\")","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate #3 already documents the exact command `agent-browser snapshot -i` in an example context. The new fact adds clarification about the purpose of the `-i` flag, but the procedural knowledge is already present in existing memory.","fact":{"content":"The `agent-browser` skill supports a `snapshot` command with `-i` flag for capturing page state","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already captures this procedural fact in detail: 'Run `openclaw configure --section web` to add BRAVE_API_KEY for full web search'. The existing memory is more specific (mentions BRAVE_API_KEY) and contextual (part of web search troubleshooting guide). No new information to add.","fact":{"content":"Running `openclaw configure --section web` allows configuration of web search capabilities in OpenClaw","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"New fact is already covered in candidate [1] which explicitly documents that running `openclaw configure --section web` to add BRAVE_API_KEY is the best fix for web search functionality. Existing memory is more comprehensive with context and workarounds, so no new memory needed.","fact":{"content":"BRAVE_API_KEY configuration via `openclaw configure --section web` enables full web search functionality in OpenClaw","type":"semantic","confidence":0.85}},{"action":"none","confidence":0.9,"reason":"Candidate [1] already explicitly documents BRAVE_API_KEY configuration as the best fix for web search capabilities. New fact is a restatement of the same recommendation without additional details or context.","fact":{"content":"Configuring OpenClaw with BRAVE_API_KEY is considered the most complete solution for web scraping and search capabilities","type":"decision","confidence":0.8}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: b042cf08-bc44-45de-86d4-88065213a8f8
memory_id: e45e95a8-4131-4175-a07e-72a52bbc9dc1
job_type: extract
status: completed
leased_at: 2026-02-24T09:43:27.540Z
completed_at: 2026-02-24T09:44:46.360Z
created_at: 2026-02-24T08:02:09.609Z
updated_at: 2026-02-24T09:44:46.360Z
result:
  {"facts":[{"content":"Nicholai's handwritten notes dated 2026-02-14 were added to the permanent note at /mnt/work/obsidian-vault/permanent/ai-isnt-an-expert-at-anything.md","type":"procedural","confidence":0.95},{"content":"A new section titled 'The Verification Problem' was added to the permanent note, explaining why (Domain Expert + AI) > (AI)","type":"semantic","confidence":0.9},{"content":"AI cannot verify the quality of its own output—it can only perform debugging and unit testing","type":"fact","confidence":0.85},{"content":"Effective AI output requires clear goals, which in turn require skilled and experienced articulation from the user","type":"fact","confidence":0.85},{"content":"AI cannot replace real skill, but can increase output by 10x for people who already possess the relevant skill","type":"rationale","confidence":0.85},{"content":"An image of the handwritten notes was saved to attachments/journal-2026-02/ai-expertise-p28.jpg in the Obsidian vault","type":"procedural","confidence":0.95}],"entities":[{"source":"Nicholai","relationship":"created and documented","target":"handwritten notes on AI expertise (2026-02-14)","confidence":0.95},{"source":"handwritten notes","relationship":"added to","target":"/mnt/work/obsidian-vault/permanent/ai-isnt-an-expert-at-anything.md","confidence":0.95},{"source":"AI","relationship":"cannot verify","target":"quality of its own output","confidence":0.85},{"source":"Domain Expert + AI","relationship":"produces better results than","target":"AI alone","confidence":0.9},{"source":"AI","relationship":"can amplify","target":"skilled person's productivity (10x)","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Fact is already comprehensively covered by existing candidate [1], which contains the same event with additional detail (The Verification Problem section, key insights, image location). No new information to capture.","fact":{"content":"Nicholai's handwritten notes dated 2026-02-14 were added to the permanent note at /mnt/work/obsidian-vault/permanent/ai-isnt-an-expert-at-anything.md","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"Existing candidates [1] and [2] already capture this exact information: the addition of 'The Verification Problem' section to the permanent note with the same explanation of why (Domain Expert + AI) > (AI), including supporting details and image reference. Candidate [2] appears to be a duplicate of [1]. No new information to store.","fact":{"content":"A new section titled 'The Verification Problem' was added to the permanent note, explaining why (Domain Expert + AI) > (AI)","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively covered by candidate 1 (ID: 51a03873), which documents the same principle from Nicholai's handwritten notes: 'AI can't verify quality of its own output (just debugging/unit tests)'. The existing memory includes fuller context (Domain Expert + AI pattern, connection to clear goals, skilled articulation requirement). No new information to capture.","fact":{"content":"AI cannot verify the quality of its own output—it can only perform debugging and unit testing","type":"fact","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"New fact is already captured in existing candidates [1] and [2]. Both explicitly state 'Effective output requires clear goals' and 'Clear goals require skilled & experienced articulation' as part of 'The Verification Problem' section. No new information to store.","fact":{"content":"Effective AI output requires clear goals, which in turn require skilled and experienced articulation from the user","type":"fact","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"This fact is already captured in existing memories. Candidates [1] and [2] both document Nicholai's 2026-02-14 handwritten notes that explicitly state 'AI can't replace real skill, but can 10x output for skilled people' in the context of 'The Verification Problem' section at the permanent Obsidian note.","fact":{"content":"AI cannot replace real skill, but can increase output by 10x for people who already possess the relevant skill","type":"rationale","confidence":0.85}},{"action":"none","confidence":0.98,"reason":"The new fact about the image location is already comprehensively covered by both existing candidates, which include the full context of the notes, their permanent location, key concepts, and the exact image path.","fact":{"content":"An image of the handwritten notes was saved to attachments/journal-2026-02/ai-expertise-p28.jpg in the Obsidian vault","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 05e2a9ba-e3d0-4c2a-bf73-206a0f60785f
memory_id: 3de6268a-22ce-46f3-9f88-6f49c6667661
job_type: extract
status: completed
leased_at: 2026-02-24T09:44:48.368Z
completed_at: 2026-02-24T09:45:50.881Z
created_at: 2026-02-24T08:02:09.620Z
updated_at: 2026-02-24T09:45:50.881Z
result:
  {"facts":[{"content":"The GitHub Actions release.yml workflow automatically bumps package versions, generates changelogs, and pushes changes back to the repository following a push to main","type":"procedural","confidence":0.95},{"content":"After the release.yml workflow runs, the local repository is left 1 commit behind the remote repository","type":"fact","confidence":0.95},{"content":"A post-push auto-pull hook was planned to eliminate the need for manual git pull operations after pushing to main","type":"decision","confidence":0.9},{"content":"The local repository becomes out of sync with the remote because the GitHub Actions release.yml workflow commits and pushes changes back after the initial push to main completes","type":"rationale","confidence":0.9}],"entities":[{"source":"GitHub Actions release.yml workflow","relationship":"bumps","target":"package versions","confidence":0.95},{"source":"GitHub Actions release.yml workflow","relationship":"generates","target":"changelogs","confidence":0.95},{"source":"GitHub Actions release.yml workflow","relationship":"pushes to","target":"repository","confidence":0.95},{"source":"local repository","relationship":"falls behind","target":"remote repository","confidence":0.95},{"source":"post-push auto-pull hook","relationship":"eliminates","target":"manual git pull requirement","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [2] already captures this exact information: 'The GitHub Actions `release.yml` workflow automatically bumps versions, generates changelogs, and pushes back'. The new fact is a reiteration of what's already documented in that memory.","fact":{"content":"The GitHub Actions release.yml workflow automatically bumps package versions, generates changelogs, and pushes changes back to the repository following a push to main","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already explicitly states that the release.yml workflow 'pushes back, leaving the local repo 1 commit behind.' The new fact is already well-captured in existing memory.","fact":{"content":"After the release.yml workflow runs, the local repository is left 1 commit behind the remote repository","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by existing candidate 1, which explicitly states the plan was to eliminate manual git pull after pushing to main. No new information to capture.","fact":{"content":"A post-push auto-pull hook was planned to eliminate the need for manual git pull operations after pushing to main","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already captures this exact concept: 'The GitHub Actions release.yml workflow automatically bumps versions, generates changelogs, and pushes back, leaving the local repo 1 commit behind.' The new fact is a restatement of the same mechanism already documented.","fact":{"content":"The local repository becomes out of sync with the remote because the GitHub Actions release.yml workflow commits and pushes changes back after the initial push to main completes","type":"rationale","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 696f7678-e0a2-46c3-bb4a-e51b67205d7f
memory_id: 0c952b80-7ac8-4277-b118-749a1f8166a1
job_type: extract
status: completed
leased_at: 2026-02-24T09:45:52.883Z
completed_at: 2026-02-24T09:46:44.315Z
created_at: 2026-02-24T08:02:09.631Z
updated_at: 2026-02-24T09:46:44.315Z
result:
  {"facts":[{"content":"The post-push synchronization system is implemented using a shell script located at scripts/post-push-sync.sh","type":"decision","confidence":0.95},{"content":"The post-push synchronization system implementation uses a git alias to invoke the shell script","type":"decision","confidence":0.95},{"content":"The shell script and git alias approach was chosen for the post-push synchronization system because it prioritizes simplicity and reliability over other implementation methods","type":"rationale","confidence":0.85}],"entities":[{"source":"post-push synchronization system","relationship":"implemented-via","target":"shell script (scripts/post-push-sync.sh)","confidence":0.95},{"source":"post-push synchronization system","relationship":"uses","target":"git alias","confidence":0.95},{"source":"implementation approach","relationship":"optimizes-for","target":"simplicity and reliability","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing memory [1] already captures this fact with additional context about the git alias and design rationale. Memory [2] provides complementary implementation details about script behavior. No new information or contradiction present.","fact":{"content":"The post-push synchronization system is implemented using a shell script located at scripts/post-push-sync.sh","type":"decision","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Existing memories [3] and [4] already document that the post-push sync implementation uses a shell script with a git alias wrapper. [4] explicitly states the git alias 'pushsync wraps both the push and sync operations', which covers the implementation pattern of the alias invoking the script. New fact adds no material information beyond what's already recorded.","fact":{"content":"The post-push synchronization system implementation uses a git alias to invoke the shell script","type":"decision","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate [2] already captures this fact: it states the shell script + git alias approach was 'chosen for simplicity and reliability.' The new fact is a restatement of the same decision rationale with implicit comparison to alternatives. No new information would be added by storing or updating.","fact":{"content":"The shell script and git alias approach was chosen for the post-push synchronization system because it prioritizes simplicity and reliability over other implementation methods","type":"rationale","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 2c0caffa-8457-44fd-af6d-d5fa9d8a8d3b
memory_id: 189438ca-2c35-48b1-bf1d-d88ba1cdce2f
job_type: extract
status: completed
leased_at: 2026-02-24T09:46:46.317Z
completed_at: 2026-02-24T09:47:48.420Z
created_at: 2026-02-24T08:02:09.641Z
updated_at: 2026-02-24T09:47:48.420Z
result:
  {"facts":[{"content":"A script polls the GitHub Actions release workflow to monitor for job completion","type":"procedural","confidence":0.95},{"content":"The GitHub Actions polling script enforces a 3-minute timeout for workflow completion detection","type":"procedural","confidence":0.95},{"content":"The script automatically fetches the release commit back to the local repository after workflow completion","type":"procedural","confidence":0.95},{"content":"The git alias 'pushsync' atomically combines push and sync operations into a single command for release workflows","type":"semantic","confidence":0.95}],"entities":[{"source":"GitHub Actions polling script","relationship":"monitors","target":"GitHub Actions release workflow","confidence":0.95},{"source":"GitHub Actions polling script","relationship":"enforces timeout of","target":"3 minutes","confidence":0.95},{"source":"GitHub Actions polling script","relationship":"automatically fetches","target":"release commit","confidence":0.95},{"source":"git alias pushsync","relationship":"wraps","target":"push operation","confidence":0.95},{"source":"git alias pushsync","relationship":"wraps","target":"sync operation","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing memory [2] already documents that the script polls GitHub Actions release workflow and waits for completion. Memory [3] adds implementation details (10-second poll interval, 180-second timeout, gh CLI). New fact is a simplified restatement of already-documented behavior.","fact":{"content":"A script polls the GitHub Actions release workflow to monitor for job completion","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"The 3-minute timeout is already documented in candidates [2] and [3]. Candidate [3] is particularly comprehensive, explicitly stating '180-second timeout' (which equals 3 minutes) and other design details. No new information to capture.","fact":{"content":"The GitHub Actions polling script enforces a 3-minute timeout for workflow completion detection","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already covers this exact behavior: 'The script polls the GitHub Actions release workflow, waits for completion (with a 3-minute timeout), and automatically pulls the release commit back down.' The new fact is a high-level summary of existing detailed memory.","fact":{"content":"The script automatically fetches the release commit back to the local repository after workflow completion","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already explicitly covers this fact: 'The git alias `pushsync` wraps both the push and sync operations into a single command.' The new fact is a restatement of the same concept with minor emphasis changes (atomic, release workflows) that don't add substantive new information.","fact":{"content":"The git alias 'pushsync' atomically combines push and sync operations into a single command for release workflows","type":"semantic","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 40aa9a92-99b9-428f-96a8-6f24e53e9403
memory_id: 84616946-63e5-4d70-98e7-0b8d4aa29648
job_type: extract
status: completed
leased_at: 2026-02-24T09:47:50.421Z
completed_at: 2026-02-24T09:49:18.230Z
created_at: 2026-02-24T08:02:09.651Z
updated_at: 2026-02-24T09:49:18.230Z
result:
  {"facts":[{"content":"The script only acts on commits pushed to the main branch, not on other branches","type":"decision","confidence":0.95},{"content":"The script uses GitHub CLI (gh) for polling workflow status instead of direct API calls","type":"decision","confidence":0.95},{"content":"The script polls GitHub workflow status every 10 seconds","type":"procedural","confidence":0.95},{"content":"The script enforces a 180-second timeout for workflow polling operations","type":"procedural","confidence":0.95},{"content":"The script uses `git pull --ff-only` for merging to ensure only fast-forward merges are performed","type":"decision","confidence":0.9},{"content":"`git pull --ff-only` was chosen to prevent non-fast-forward merges which could obscure commit history and introduce unintended state changes","type":"rationale","confidence":0.85},{"content":"The script includes error handling that gracefully manages cases where the workflow is skipped or fails","type":"procedural","confidence":0.95}],"entities":[{"source":"script","relationship":"acts_on","target":"main branch pushes","confidence":0.95},{"source":"script","relationship":"uses","target":"GitHub CLI (gh)","confidence":0.95},{"source":"script","relationship":"polls_interval","target":"10 seconds","confidence":0.95},{"source":"script","relationship":"enforces_timeout","target":"180 seconds","confidence":0.95},{"source":"script","relationship":"uses_merge_strategy","target":"git pull --ff-only","confidence":0.9},{"source":"git pull --ff-only","relationship":"prevents","target":"non-fast-forward merges","confidence":0.85},{"source":"script","relationship":"handles_gracefully","target":"workflow skip condition","confidence":0.9},{"source":"script","relationship":"handles_gracefully","target":"workflow failure condition","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"The new fact is already explicitly covered in candidate [4], which states 'only act on main branch pushes' as a key design decision. No new information is being added.","fact":{"content":"The script only acts on commits pushed to the main branch, not on other branches","type":"decision","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [3] already explicitly covers this fact: 'use GitHub CLI (`gh`) for workflow polling' as a key design decision. The new fact adds no new information.","fact":{"content":"The script uses GitHub CLI (gh) for polling workflow status instead of direct API calls","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] (ID: 84616946-63e5-4d70-98e7-0b8d4aa29648) already explicitly covers this fact: 'poll every 10 seconds with a 180-second timeout' in the context of GitHub workflow polling. The new fact adds no new information.","fact":{"content":"The script polls GitHub workflow status every 10 seconds","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already explicitly covers this fact: 'poll every 10 seconds with a 180-second timeout' is stated as a key design decision for workflow polling. The new fact adds no new information.","fact":{"content":"The script enforces a 180-second timeout for workflow polling operations","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already documents this exact design decision: 'use `git pull --ff-only` to ensure safe merging'. The new fact is redundant with existing memory.","fact":{"content":"The script uses `git pull --ff-only` for merging to ensure only fast-forward merges are performed","type":"decision","confidence":0.9}},{"action":"update","targetMemoryId":"84616946-63e5-4d70-98e7-0b8d4aa29648","confidence":0.9,"reason":"New fact provides the rationale for `git pull --ff-only` already listed as a design decision in candidate [3]. Merging adds important context about why this approach was chosen (preventing non-fast-forward merges, preserving commit history).","fact":{"content":"`git pull --ff-only` was chosen to prevent non-fast-forward merges which could obscure commit history and introduce unintended state changes","type":"rationale","confidence":0.85},"targetContent":"Key design decisions: only act on main branch pushes, use GitHub CLI (`gh`) for workflow polling, poll every 10 seconds with a 180-second timeout, and use `git pull --ff-only` to ensure safe merging. The script gracefully handles cases where the workflow is skipped or fails."},{"action":"none","confidence":0.95,"reason":"Candidate [3] already explicitly states: 'The script gracefully handles cases where the workflow is skipped or fails.' The new fact is fully covered by existing memory.","fact":{"content":"The script includes error handling that gracefully manages cases where the workflow is skipped or fails","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 7251161f-36bb-4a1e-ba97-e7748403eeb9
memory_id: 0e6121b6-e374-43e2-a5c0-e362b87eba53
job_type: extract
status: completed
leased_at: 2026-02-24T09:49:31.946Z
completed_at: 2026-02-24T09:50:26.341Z
created_at: 2026-02-24T08:02:09.674Z
updated_at: 2026-02-24T09:50:26.341Z
result:
  {"facts":[{"content":"Worker-b was assigned tasks #3 and #4 by the Documentation Audit Team lead to update API and CLI documentation","type":"decision","confidence":0.95},{"content":"Tasks #3 and #4 involve updating API and CLI documentation for new embedding and repair functionality","type":"procedural","confidence":0.9},{"content":"A Documentation Audit Team exists with a team lead and at least one team member (Worker-b)","type":"fact","confidence":0.9}],"entities":[{"source":"Worker-b","relationship":"assigned","target":"task #3","confidence":0.95},{"source":"Worker-b","relationship":"assigned","target":"task #4","confidence":0.95},{"source":"Documentation Audit Team lead","relationship":"assigned","target":"Worker-b","confidence":0.95},{"source":"Documentation Audit Team","relationship":"contains","target":"Worker-b","confidence":0.9},{"source":"task #3","relationship":"updates documentation for","target":"embedding and repair functionality","confidence":0.9},{"source":"task #4","relationship":"updates documentation for","target":"embedding and repair functionality","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already captured in candidate [2], which explicitly states Worker-b was assigned tasks #3 and #4 by the team lead for API and CLI documentation updates. Candidate [3] provides additional task-specific details. No new information to store.","fact":{"content":"Worker-b was assigned tasks #3 and #4 by the Documentation Audit Team lead to update API and CLI documentation","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already captures this fact: tasks #3 and #4 assigned to update API and CLI documentation for embedding and repair functionality. New fact is redundant with existing memory.","fact":{"content":"Tasks #3 and #4 involve updating API and CLI documentation for new embedding and repair functionality","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"A Documentation Audit Team exists with a team lead and at least one team member (Worker-b)","type":"fact","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 2fde19bf-22c2-4949-a4c2-a29452142730
memory_id: f5185032-02fc-441c-ad8f-fe80e37aedeb
job_type: extract
status: completed
leased_at: 2026-02-24T09:50:28.343Z
completed_at: 2026-02-24T09:51:40.352Z
created_at: 2026-02-24T08:02:09.685Z
updated_at: 2026-02-24T09:51:40.352Z
result:
  {"facts":[{"content":"Task #3 involves adding three new API endpoint sections to API.md documentation","type":"procedural","confidence":0.9},{"content":"The GET /api/embeddings/projection endpoint performs server-side UMAP dimensionality reduction on embedding data","type":"fact","confidence":0.9},{"content":"The GET /api/embeddings/projection endpoint returns cached 2D or 3D dimensional projections","type":"fact","confidence":0.9},{"content":"The GET /api/embeddings/projection endpoint accepts a dimensions query parameter to specify output dimensionality","type":"fact","confidence":0.85},{"content":"The GET /api/embeddings/projection endpoint supports polling patterns with 202 Accepted HTTP status when computation is in progress","type":"fact","confidence":0.85}],"entities":[{"source":"Task #3","relationship":"documents","target":"GET /api/embeddings/projection endpoint","confidence":0.9},{"source":"GET /api/embeddings/projection","relationship":"performs","target":"server-side UMAP dimensionality reduction","confidence":0.9},{"source":"GET /api/embeddings/projection","relationship":"returns","target":"cached 2D/3D projections","confidence":0.9},{"source":"GET /api/embeddings/projection","relationship":"accepts parameter","target":"dimensions query parameter","confidence":0.85},{"source":"GET /api/embeddings/projection","relationship":"supports","target":"polling with 202 Accepted response","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] already contains comprehensive details about Task #3 including the three API endpoint sections for API.md (GET /api/embeddings/projection, GET /api/repair/embedding-gaps, POST /api/repair/re-embed). New fact is redundant and lower-fidelity than existing memory.","fact":{"content":"Task #3 involves adding three new API endpoint sections to API.md documentation","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.85,"reason":"This fact is already well-covered by candidates 2 and 3. Candidate 2 explicitly describes the endpoint behavior (fetching pre-computed 2D/3D coordinates via GET /api/embeddings/projection), and candidate 3 documents the task with the same technical detail (server-side UMAP dimensionality reduction). No new information to capture.","fact":{"content":"The GET /api/embeddings/projection endpoint performs server-side UMAP dimensionality reduction on embedding data","type":"fact","confidence":0.9}},{"action":"none","confidence":0.85,"reason":"Candidate [2] (95cae3cd) already comprehensively documents this endpoint: 'fetches pre-computed 2D/3D coordinates from the daemon via GET /api/embeddings/projection?dimensions=2|3'. The new fact that the endpoint 'returns cached 2D or 3D projections' is already covered by the 'pre-computed' language. No new information to capture.","fact":{"content":"The GET /api/embeddings/projection endpoint returns cached 2D or 3D dimensional projections","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by existing candidates [2] and [3], both of which explicitly mention the `dimensions` query parameter for `/api/embeddings/projection` endpoint (specifying 2D or 3D output)","fact":{"content":"The GET /api/embeddings/projection endpoint accepts a dimensions query parameter to specify output dimensionality","type":"fact","confidence":0.85}},{"action":"update","targetMemoryId":"d19ac356-3d42-4f05-9f54-dfb64bf8de70","confidence":0.8,"reason":"New fact clarifies the polling pattern behavior for /api/embeddings/projection endpoint. Existing candidate already mentions HTTP 202 polling logic but is incomplete/truncated. Merge into comprehensive statement about the endpoint's async polling support.","fact":{"content":"The GET /api/embeddings/projection endpoint supports polling patterns with 202 Accepted HTTP status when computation is in progress","type":"fact","confidence":0.85},"targetContent":"This reduces client-side computation burden and allows the server to cache expensive layout calculations. Key changes required: 1. **api.ts**: Add `ProjectionNode` and `ProjectionResponse` types, implement `getProjection()` function with polling logic for \"computing\" status (HTTP 202) 2."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 8dbba4b1-5333-47f7-8e0e-5cdd79689efc
memory_id: cf0c2d92-4f21-466a-a302-5a048d9d14da
job_type: extract
status: completed
leased_at: 2026-02-24T09:51:42.354Z
completed_at: 2026-02-24T09:52:40.772Z
created_at: 2026-02-24T08:02:09.695Z
updated_at: 2026-02-24T09:52:40.772Z
result:
  {"facts":[{"content":"The GET /api/repair/embedding-gaps endpoint returns a count of unembedded memories and a coverage percentage metric","type":"procedural","confidence":0.95},{"content":"The POST /api/repair/re-embed endpoint performs batch re-embedding of memories with configurable parameters","type":"procedural","confidence":0.95},{"content":"The POST /api/repair/re-embed endpoint accepts batchSize and dryRun options as request parameters","type":"procedural","confidence":0.95},{"content":"The POST /api/repair/re-embed endpoint is rate-limited to prevent resource exhaustion","type":"procedural","confidence":0.95}],"entities":[{"source":"/api/repair/embedding-gaps","relationship":"returns","target":"unembedded memories count and coverage percentage","confidence":0.95},{"source":"/api/repair/re-embed","relationship":"accepts","target":"batchSize parameter","confidence":0.95},{"source":"/api/repair/re-embed","relationship":"accepts","target":"dryRun parameter","confidence":0.95},{"source":"/api/repair/re-embed","relationship":"enforces","target":"rate limiting","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"New fact is already covered by candidate [3], which explicitly states the GET /api/repair/embedding-gaps endpoint returns 'count of unembedded memories and coverage percentage.' The exact same information exists in the existing memory.","fact":{"content":"The GET /api/repair/embedding-gaps endpoint returns a count of unembedded memories and a coverage percentage metric","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already documents this endpoint with specific parameters (batchSize, dryRun options, rate limiting). New fact is subsumed by existing memory with greater detail.","fact":{"content":"The POST /api/repair/re-embed endpoint performs batch re-embedding of memories with configurable parameters","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [3] (cf0c2d92-4f21-466a-a302-5a048d9d14da) already contains this exact detail: 'POST /api/repair/re-embed — Batch re-embed endpoint with `batchSize` and `dryRun` options.' The new fact is fully covered by existing memory.","fact":{"content":"The POST /api/repair/re-embed endpoint accepts batchSize and dryRun options as request parameters","type":"procedural","confidence":0.95}},{"action":"update","targetMemoryId":"cf0c2d92-4f21-466a-a302-5a048d9d14da","confidence":0.85,"reason":"Candidate [2] already documents the re-embed endpoint as rate-limited, but lacks the design rationale. The new fact adds 'to prevent resource exhaustion' as the purpose, which refines and contextualizes the existing entry.","fact":{"content":"The POST /api/repair/re-embed endpoint is rate-limited to prevent resource exhaustion","type":"procedural","confidence":0.95},"targetContent":"- `GET /api/repair/embedding-gaps` — Returns count of unembedded memories and coverage percentage. - `POST /api/repair/re-embed` — Batch re-embed endpoint with `batchSize` and `dryRun` options. Rate-limited."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 3e1b478e-2432-460e-a991-cc6428680341
memory_id: e4ccb54c-4b5b-4e5a-a916-3e89dfc9b508
job_type: extract
status: completed
leased_at: 2026-02-24T09:52:42.772Z
completed_at: 2026-02-24T09:53:40.343Z
created_at: 2026-02-24T08:02:09.707Z
updated_at: 2026-02-24T09:53:40.343Z
result:
  {"facts":[{"content":"Task #4 involves adding documentation to CLI.md for the `signet embed` command with subcommands `backfill` and `gaps`","type":"procedural","confidence":0.95},{"content":"The `signet embed` command accepts options `--batch-size` and `--dry-run` that require documentation in CLI.md","type":"procedural","confidence":0.95},{"content":"Task #4 includes documenting service installation scripts for both systemd and launchd in CLI.md","type":"procedural","confidence":0.95},{"content":"Worker-b claimed task #3 and is currently reading API.md to locate appropriate insertion points for documentation work","type":"procedural","confidence":0.9}],"entities":[{"source":"Task #4","relationship":"documents","target":"signet embed command","confidence":0.95},{"source":"signet embed command","relationship":"has_subcommands","target":"backfill, gaps","confidence":0.95},{"source":"signet embed command","relationship":"has_options","target":"--batch-size, --dry-run","confidence":0.95},{"source":"Task #4","relationship":"documents","target":"systemd/launchd service installation scripts","confidence":0.95},{"source":"worker-b","relationship":"claimed","target":"Task #3","confidence":0.9},{"source":"worker-b","relationship":"reading_for_context","target":"API.md","confidence":0.9}],"proposals":[{"action":"none","confidence":0.98,"reason":"New fact is already comprehensively covered by candidate [2] (e4ccb54c-4b5b-4e5a-a916-3e89dfc9b508), which contains the exact same information: Task #4 involves documenting the `signet embed` command with `backfill` and `gaps` subcommands. The existing memory includes additional context (options, service scripts, worker assignment) making it more valuable than the new fact alone.","fact":{"content":"Task #4 involves adding documentation to CLI.md for the `signet embed` command with subcommands `backfill` and `gaps`","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already documents Task #4 which explicitly requires documenting the `signet embed` command with subcommands and options `--batch-size`, `--dry-run` in CLI.md. The new fact adds no novel information.","fact":{"content":"The `signet embed` command accepts options `--batch-size` and `--dry-run` that require documentation in CLI.md","type":"procedural","confidence":0.95}},{"action":"none","targetMemoryId":"e4ccb54c-4b5b-4e5a-a916-3e89dfc9b508","confidence":0.98,"reason":"Candidate [1] already explicitly documents that Task #4 includes 'document service installation scripts for systemd/launchd'. The new fact is fully covered by existing memory.","fact":{"content":"Task #4 includes documenting service installation scripts for both systemd and launchd in CLI.md","type":"procedural","confidence":0.95},"targetContent":"**Task #4: CLI.md Commands** — Add new `signet embed` command documentation with subcommands (`backfill`, `gaps`) and options (`--batch-size`, `--dry-run`). Also document service installation scripts for systemd/launchd. Worker-b claimed task #3 and began reading API.md to locate insertion points."},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact information: 'Worker-b claimed task #3 and began reading API.md to locate insertion points.' The new fact adds no materially new details—it's the same activity state being reported with minor wording variations ('began' vs 'is currently', same insertion point location). Existing memory is sufficient.","fact":{"content":"Worker-b claimed task #3 and is currently reading API.md to locate appropriate insertion points for documentation work","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: cfeeb3c6-c7a8-4df2-8dda-acdbdfb4bf91
memory_id: 129c0aa7-14de-411c-b3d5-6fa3019d655f
job_type: extract
status: completed
leased_at: 2026-02-24T09:53:42.355Z
completed_at: 2026-02-24T09:54:39.531Z
created_at: 2026-02-24T08:02:09.717Z
updated_at: 2026-02-24T09:54:39.531Z
result:
  {"facts":[{"content":"A session encountered an API overload error during task execution","type":"fact","confidence":0.95},{"content":"Work was initiated and continued despite the API overload error","type":"fact","confidence":0.9},{"content":"The current session is part of a broader docs-audit team effort with 7 pending tasks","type":"procedural","confidence":0.9},{"content":"The docs-audit team's pending tasks cover documentation for DIAGNOSTICS.md, DASHBOARD.md, ARCHITECTURE.md, PIPELINE.md, and TRAY.md creation","type":"procedural","confidence":0.9}],"entities":[{"source":"session","relationship":"encountered","target":"API overload error","confidence":0.95},{"source":"session","relationship":"part of","target":"docs-audit team","confidence":0.9},{"source":"docs-audit team","relationship":"has pending","target":"7 tasks","confidence":0.9},{"source":"docs-audit team","relationship":"covers","target":"DIAGNOSTICS.md, DASHBOARD.md, ARCHITECTURE.md, PIPELINE.md, TRAY.md","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate #5 already documents an API overload error during task execution with additional context (team structure, pending tasks). New fact is redundant.","fact":{"content":"A session encountered an API overload error during task execution","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this exact scenario: 'Session encountered an API overload error but work was initiated.' The new fact is redundant with existing memory.","fact":{"content":"Work was initiated and continued despite the API overload error","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this exact context: 'Part of broader docs-audit team with 7 pending tasks covering DIAGNOSTICS.md, DASHBOARD.md, ARCHITECTURE.md, PIPELINE.md, and TRAY.md creation.' The new fact is redundant and fully covered by existing memory.","fact":{"content":"The current session is part of a broader docs-audit team effort with 7 pending tasks","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.98,"reason":"Candidate #3 (129c0aa7...) already contains this exact information: 'Part of broader docs-audit team with 7 pending tasks covering DIAGNOSTICS.md, DASHBOARD.md, ARCHITECTURE.md, PIPELINE.md, and TRAY.md creation.' The new fact is redundant and fully covered by existing memory.","fact":{"content":"The docs-audit team's pending tasks cover documentation for DIAGNOSTICS.md, DASHBOARD.md, ARCHITECTURE.md, PIPELINE.md, and TRAY.md creation","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 94ba6372-11ac-448d-b08a-b22d414372bd
memory_id: 41317ef4-838f-4aba-a0c0-37889864a07b
job_type: extract
status: completed
leased_at: 2026-02-24T09:54:41.533Z
completed_at: 2026-02-24T09:56:08.352Z
created_at: 2026-02-24T08:02:09.731Z
updated_at: 2026-02-24T09:56:08.352Z
result:
  {"facts":[{"content":"A feature comprises seven integrated components, with the database layer documented as the first component","type":"fact","confidence":0.9},{"content":"The database component introduces two new tables: `scheduled_tasks` and `task_runs` to support task scheduling functionality","type":"fact","confidence":0.9},{"content":"The `scheduled_tasks` table includes a database index on columns `(enabled, next_run_at)` to optimize queries filtering by enabled status and next execution time","type":"fact","confidence":0.9},{"content":"The `task_runs` table includes a database index on columns `(task_id, status)` to optimize queries by task and run status","type":"fact","confidence":0.9},{"content":"The feature implements database schema changes via Migration 012 in `packages/core/src/migrations/`","type":"fact","confidence":0.85},{"content":"Migration 012 maintains backwards compatibility through registration in index.ts rather than requiring manual migration execution","type":"decision","confidence":0.8}],"entities":[{"source":"feature","relationship":"comprises","target":"seven integrated components","confidence":0.85},{"source":"database component","relationship":"introduces","target":"scheduled_tasks table","confidence":0.9},{"source":"database component","relationship":"introduces","target":"task_runs table","confidence":0.9},{"source":"scheduled_tasks table","relationship":"has index on","target":"(enabled, next_run_at)","confidence":0.9},{"source":"task_runs table","relationship":"has index on","target":"(task_id, status)","confidence":0.9},{"source":"feature","relationship":"uses","target":"Migration 012","confidence":0.85},{"source":"Migration 012","relationship":"maintains","target":"backwards compatibility","confidence":0.8},{"source":"backwards compatibility","relationship":"implemented via","target":"index.ts registration","confidence":0.8}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate [1] already comprehensively documents this seven-component feature architecture, with the database layer explicitly detailed as the first component (two tables, indices, migration 012). New fact is a high-level summary already covered by existing memory.","fact":{"content":"A feature comprises seven integrated components, with the database layer documented as the first component","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 4 already comprehensively covers this fact, explicitly stating both tables (scheduled_tasks, task_runs) with indices and migration details. New fact would be redundant.","fact":{"content":"The database component introduces two new tables: `scheduled_tasks` and `task_runs` to support task scheduling functionality","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly states the scheduled_tasks table has 'indices on (enabled, next_run_at)'. The new fact is redundant with existing memory.","fact":{"content":"The `scheduled_tasks` table includes a database index on columns `(enabled, next_run_at)` to optimize queries filtering by enabled status and next execution time","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Existing memory (ID: 41317ef4-838f-4aba-a0c0-37889864a07b) already explicitly documents the task_runs table indices including (task_id, status). New fact is redundant.","fact":{"content":"The `task_runs` table includes a database index on columns `(task_id, status)` to optimize queries by task and run status","type":"fact","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"New fact documents a specific migration implementation (012) distinct from pattern documentation in candidate 3. No existing memory covers this implementation detail.","fact":{"content":"The feature implements database schema changes via Migration 012 in `packages/core/src/migrations/`","type":"fact","confidence":0.85}},{"action":"none","confidence":0.9,"reason":"Candidate [3] already explicitly states 'Migration 012 with backwards-compat via index.ts registration' - the new fact is fully covered","fact":{"content":"Migration 012 maintains backwards compatibility through registration in index.ts rather than requiring manual migration execution","type":"decision","confidence":0.8}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: a60b9767-e838-4c69-87f7-2c7fc268a09e
memory_id: f4b0564e-53e0-4059-b85b-31b05438a748
job_type: extract
status: completed
leased_at: 2026-02-24T09:56:10.356Z
completed_at: 2026-02-24T09:57:14.179Z
created_at: 2026-02-24T08:02:09.742Z
updated_at: 2026-02-24T09:57:14.179Z
result:
  {"facts":[{"content":"The cron parsing module is located at `packages/daemon/src/scheduler/cron.ts` and serves as a thin wrapper around the `cron-parser` npm dependency","type":"fact","confidence":0.95},{"content":"The cron parsing module at `packages/daemon/src/scheduler/cron.ts` exports a `computeNextRun()` function that calculates the next scheduled run time for a cron expression","type":"procedural","confidence":0.95},{"content":"The cron parsing module at `packages/daemon/src/scheduler/cron.ts` exports a `validateCron()` function that validates cron expression syntax","type":"procedural","confidence":0.95},{"content":"The Signet daemon dashboard provides preset shortcuts for common cron expressions: 15-minute interval, hourly, daily at 9am, weekly on Monday, and custom cron entry","type":"fact","confidence":0.9}],"entities":[{"source":"packages/daemon/src/scheduler/cron.ts","relationship":"wraps","target":"cron-parser dependency","confidence":0.95},{"source":"packages/daemon/src/scheduler/cron.ts","relationship":"exports","target":"computeNextRun() function","confidence":0.95},{"source":"packages/daemon/src/scheduler/cron.ts","relationship":"exports","target":"validateCron() function","confidence":0.95},{"source":"dashboard","relationship":"provides","target":"cron preset shortcuts","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate [2] (f4b0564e-53e0-4059-b85b-31b05438a748) already comprehensively covers this fact, including the exact location (`packages/daemon/src/scheduler/cron.ts`), the thin wrapper pattern, and the `cron-parser` dependency. No new information is being added.","fact":{"content":"The cron parsing module is located at `packages/daemon/src/scheduler/cron.ts` and serves as a thin wrapper around the `cron-parser` npm dependency","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already covers this exact information: 'Thin wrapper module (packages/daemon/src/scheduler/cron.ts) around cron-parser dependency, exposing computeNextRun() and validateCron().' New fact adds no new detail.","fact":{"content":"The cron parsing module at `packages/daemon/src/scheduler/cron.ts` exports a `computeNextRun()` function that calculates the next scheduled run time for a cron expression","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 1 already explicitly documents that cron.ts exports `validateCron()` as part of the thin wrapper module description. The new fact adds no substantive new information.","fact":{"content":"The cron parsing module at `packages/daemon/src/scheduler/cron.ts` exports a `validateCron()` function that validates cron expression syntax","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already comprehensively documents the exact cron preset shortcuts mentioned in the new fact (15-min, hourly, daily 9am, weekly Monday, custom). No new information to merge.","fact":{"content":"The Signet daemon dashboard provides preset shortcuts for common cron expressions: 15-minute interval, hourly, daily at 9am, weekly on Monday, and custom cron entry","type":"fact","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: e35d6192-a4c2-4929-b7fa-4a3afa07a861
memory_id: 80fd8e71-b935-481f-aa86-ac96799526d9
job_type: extract
status: completed
leased_at: 2026-02-24T09:57:16.180Z
completed_at: 2026-02-24T09:58:38.734Z
created_at: 2026-02-24T08:02:09.764Z
updated_at: 2026-02-24T09:58:38.734Z
result:
  {"facts":[{"content":"The scheduler worker polls at 15-second intervals to check for tasks","type":"procedural","confidence":0.95},{"content":"The scheduler worker maintains a maximum of 3 concurrent spawned processes","type":"procedural","confidence":0.95},{"content":"The scheduler worker uses Bun.spawn to execute external processes","type":"decision","confidence":0.95},{"content":"The scheduler worker spawns Claude Code processes with the --dangerously-skip-permissions flag","type":"procedural","confidence":0.95},{"content":"The scheduler worker spawns OpenCode processes with the -m flag","type":"procedural","confidence":0.95},{"content":"Each task spawned by the scheduler worker has a 10-minute execution timeout","type":"procedural","confidence":0.95}],"entities":[{"source":"scheduler worker","relationship":"polls at interval","target":"15-second interval","confidence":0.95},{"source":"scheduler worker","relationship":"uses","target":"Bun.spawn","confidence":0.95},{"source":"scheduler worker","relationship":"maintains concurrency limit","target":"3 concurrent processes","confidence":0.95},{"source":"scheduler worker","relationship":"spawns","target":"Claude Code","confidence":0.95},{"source":"scheduler worker","relationship":"spawns","target":"OpenCode","confidence":0.95},{"source":"Claude Code invocation","relationship":"uses flag","target":"--dangerously-skip-permissions","confidence":0.95},{"source":"OpenCode invocation","relationship":"uses flag","target":"-m","confidence":0.95},{"source":"spawned tasks","relationship":"have timeout","target":"10-minute timeout","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"This fact is already covered by existing memories [1] and [3], both of which explicitly document the 15-second polling interval for the scheduler worker. Candidate [1] includes query details, candidate [3] includes process spawning details. New fact adds no novel information.","fact":{"content":"The scheduler worker polls at 15-second intervals to check for tasks","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"New fact is already covered by existing candidates [4] and [5]. Candidate [4] explicitly states 'max 3 concurrent spawned processes' and candidate [5] lists 'Concurrency limit: 3 concurrent processes'. No new information to add.","fact":{"content":"The scheduler worker maintains a maximum of 3 concurrent spawned processes","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already comprehensively documents that the scheduler worker uses Bun.spawn, including specific commands (claude, opencode), polling interval (15s), concurrency (3), and timeout (10m). New fact adds no additional detail.","fact":{"content":"The scheduler worker uses Bun.spawn to execute external processes","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly documents that the scheduler uses `Bun.spawn` for `claude --dangerously-skip-permissions` (Claude Code). New fact is fully covered by existing memory.","fact":{"content":"The scheduler worker spawns Claude Code processes with the --dangerously-skip-permissions flag","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly documents that the scheduler worker spawns OpenCode processes with the `-m` flag: 'Uses `Bun.spawn` for... `opencode -m` (OpenCode)'. The new fact is fully covered by existing memory.","fact":{"content":"The scheduler worker spawns OpenCode processes with the -m flag","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"New fact is already covered by existing candidates. Candidate 4 explicitly states '10-minute timeout per task' in the scheduler worker description. Candidate 5 also documents this as a key decision: '**Timeout**: 10-minute default per task execution'. No new information to add.","fact":{"content":"Each task spawned by the scheduler worker has a 10-minute execution timeout","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 5fd54550-46c7-4de7-a254-ef1cbaf8019b
memory_id: 1b5b2c93-2ccc-43b6-8c27-ebcf29c0e8f4
job_type: extract
status: completed
leased_at: 2026-02-24T09:58:40.743Z
completed_at: 2026-02-24T09:59:38.948Z
created_at: 2026-02-24T08:02:09.779Z
updated_at: 2026-02-24T09:59:38.948Z
result:
  {"facts":[{"content":"The transactional lease pattern atomically inserts a `task_runs` row and updates the `next_run_at` field before spawning a task process","type":"procedural","confidence":0.95},{"content":"During startup cleanup, stale running tasks are marked as failed to recover from tasks that crashed before completion","type":"procedural","confidence":0.9},{"content":"Atomic updates to `task_runs` and `next_run_at` are used to prevent race conditions in task scheduling and ensure atomicity of lease acquisition","type":"rationale","confidence":0.8}],"entities":[{"source":"transactional lease pattern","relationship":"operates_on","target":"task_runs table","confidence":0.95},{"source":"transactional lease pattern","relationship":"updates","target":"next_run_at field","confidence":0.95},{"source":"startup cleanup","relationship":"marks_as_failed","target":"stale running tasks","confidence":0.9},{"source":"atomic database operations","relationship":"prevents","target":"race conditions in task spawning","confidence":0.8}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by candidates 2 and 5, both of which describe the identical transactional lease pattern (atomic insert of task_runs + update next_run_at before spawning). No new information to merge.","fact":{"content":"The transactional lease pattern atomically inserts a `task_runs` row and updates the `next_run_at` field before spawning a task process","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 3 (ID: 1b5b2c93-2ccc-43b6-8c27-ebcf29c0e8f4) already states 'Startup cleanup marks stale running tasks as failed' — the exact concept from the new fact. The new fact provides context about crash recovery but adds no substantive new information to existing memory.","fact":{"content":"During startup cleanup, stale running tasks are marked as failed to recover from tasks that crashed before completion","type":"procedural","confidence":0.9}},{"action":"update","targetMemoryId":"b4b9085a-8574-481c-8465-1d32d2bae4f7","confidence":0.95,"reason":"New fact provides the underlying rationale (race condition prevention, lease atomicity) for the transactional pattern already described in candidate [1]. Merge enhances the existing memory with more general purpose explanation beyond just restart scenarios.","fact":{"content":"Atomic updates to `task_runs` and `next_run_at` are used to prevent race conditions in task scheduling and ensure atomicity of lease acquisition","type":"rationale","confidence":0.8},"targetContent":"The scheduler uses a transactional lease pattern that atomically inserts a task_runs row and updates next_run_at in a single transaction to prevent double-execution on daemon restart"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 5c288537-3d90-4596-8b3a-b0acd07a6f20
memory_id: a0568ef1-0488-40c9-8c01-9185cd8dce26
job_type: extract
status: completed
leased_at: 2026-02-24T09:59:40.949Z
completed_at: 2026-02-24T10:00:41.450Z
created_at: 2026-02-24T08:02:09.790Z
updated_at: 2026-02-24T10:00:41.450Z
result:
  {"facts":[{"content":"CRUD endpoints are available at `/api/tasks/*` for task management operations including list, create, get, update, and delete","type":"procedural","confidence":0.95},{"content":"The `/api/tasks/:id/run` POST endpoint triggers a scheduled task to execute immediately (manual trigger capability)","type":"procedural","confidence":0.95},{"content":"The `/api/tasks/:id/runs` GET endpoint returns paginated historical run records for a specific task","type":"procedural","confidence":0.95},{"content":"The tasks dashboard UI is implemented as a Kanban board with four status columns: Scheduled, Running, Completed, and Failed","type":"procedural","confidence":0.95}],"entities":[{"source":"/api/tasks/*","relationship":"provides CRUD endpoints for","target":"task management","confidence":0.95},{"source":"POST /api/tasks/:id/run","relationship":"enables","target":"manual task triggering","confidence":0.95},{"source":"GET /api/tasks/:id/runs","relationship":"returns","target":"paginated run history","confidence":0.95},{"source":"tasks dashboard","relationship":"uses","target":"Kanban board visualization","confidence":0.95},{"source":"Kanban board","relationship":"has columns","target":"Scheduled, Running, Completed, Failed","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing memory ID a0568ef1-0488-40c9-8c01-9185cd8dce26 already covers this fact in detail, including all CRUD operations at `/api/tasks/*` with specifics on GET/POST/PATCH/DELETE plus manual trigger and history endpoints.","fact":{"content":"CRUD endpoints are available at `/api/tasks/*` for task management operations including list, create, get, update, and delete","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already documents the `/api/tasks/:id/run` POST endpoint as a 'manual trigger' capability under API Routes. The new fact restates this same capability with explicit clarification that it executes immediately. No new information to add.","fact":{"content":"The `/api/tasks/:id/run` POST endpoint triggers a scheduled task to execute immediately (manual trigger capability)","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the `/api/tasks/:id/runs` endpoint as 'GET/:id/runs (paginated history)' in its API Routes list. The new fact restates this same information without adding novel detail.","fact":{"content":"The `/api/tasks/:id/runs` GET endpoint returns paginated historical run records for a specific task","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already explicitly documents the Kanban board with four columns (Scheduled, Running, Completed, Failed) for the tasks dashboard UI. The new fact is fully covered.","fact":{"content":"The tasks dashboard UI is implemented as a Kanban board with four status columns: Scheduled, Running, Completed, and Failed","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: fc09545a-e997-4e57-813e-d197bee036a4
memory_id: f02af997-b2c0-40dc-ac3f-e3fa60bf73a8
job_type: extract
status: completed
leased_at: 2026-02-24T10:00:43.452Z
completed_at: 2026-02-24T10:02:03.589Z
created_at: 2026-02-24T08:02:09.800Z
updated_at: 2026-02-24T10:02:03.589Z
result:
  {"facts":[{"content":"The Signet dashboard uses existing shadcn-svelte components: Table, Badge, Card, Sheet, Select, Input, Button, ScrollArea, and Sonner","type":"fact","confidence":0.95},{"content":"New dashboard components being created for task management: TasksTab, TaskBoard, TaskCard, TaskForm, TaskDetail, and RunLog","type":"fact","confidence":0.95},{"content":"The TasksTab component consists of a header and a board","type":"fact","confidence":0.9},{"content":"The TaskForm component is implemented as a Sheet containing Input, Textarea, and Select subcomponents","type":"fact","confidence":0.9},{"content":"The Signet dashboard requires adding Switch and Textarea components from shadcn-svelte that are not yet installed","type":"procedural","confidence":0.85},{"content":"New task management features follow the dashboard development convention of preferring existing shadcn-svelte components over custom implementations","type":"decision","confidence":0.9}],"entities":[{"source":"Signet dashboard","relationship":"uses","target":"shadcn-svelte (Table, Badge, Card, Sheet, Select, Input, Button, ScrollArea, Sonner)","confidence":0.95},{"source":"TasksTab","relationship":"contains","target":"header","confidence":0.9},{"source":"TasksTab","relationship":"contains","target":"board","confidence":0.9},{"source":"TaskForm","relationship":"uses","target":"Sheet","confidence":0.9},{"source":"TaskForm","relationship":"uses","target":"Input","confidence":0.9},{"source":"TaskForm","relationship":"uses","target":"Textarea","confidence":0.9},{"source":"TaskForm","relationship":"uses","target":"Select","confidence":0.9},{"source":"Signet dashboard","relationship":"requires","target":"Switch (shadcn-svelte component)","confidence":0.85},{"source":"Signet dashboard","relationship":"requires","target":"Textarea (shadcn-svelte component)","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"This fact is already well-covered by existing candidates. Candidate [3] is the most comprehensive, containing the exact component list plus architectural details. Candidate [1] covers the same components scoped to Tasks UI. The new fact adds no new information.","fact":{"content":"The Signet dashboard uses existing shadcn-svelte components: Table, Badge, Card, Sheet, Select, Input, Button, ScrollArea, and Sonner","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [1] already documents these exact components with additional implementation details (TaskForm composition). New fact is a duplicate with less specificity.","fact":{"content":"New dashboard components being created for task management: TasksTab, TaskBoard, TaskCard, TaskForm, TaskDetail, and RunLog","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by existing candidates [2] and [4], both explicitly stating 'TasksTab (header + board)' as part of dashboard component requirements. No new information to add.","fact":{"content":"The TasksTab component consists of a header and a board","type":"fact","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"No existing memories match this fact","fact":{"content":"The TaskForm component is implemented as a Sheet containing Input, Textarea, and Select subcomponents","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Existing candidate [2] directly captures this requirement: 'The dashboard requires adding Switch and Textarea components to shadcn-svelte to support the Tasks tab implementation'. Candidate [3] provides even more comprehensive context with the same information embedded. This fact is already well-covered by existing memories.","fact":{"content":"The Signet dashboard requires adding Switch and Textarea components from shadcn-svelte that are not yet installed","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.85,"reason":"New fact confirms existing principle already captured in candidates 4-5 (AGENTS.md guidance to prefer shadcn-svelte for all dashboard UI work). Task management features are a specific application of this general rule, not new information requiring separate storage.","fact":{"content":"New task management features follow the dashboard development convention of preferring existing shadcn-svelte components over custom implementations","type":"decision","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 61472a36-0ffb-44e7-bad4-f0caa14a4f21
memory_id: 9efbc75c-9a44-44ba-8c79-736ef76f43e9
job_type: extract
status: completed
leased_at: 2026-02-24T10:02:05.609Z
completed_at: 2026-02-24T10:03:29.146Z
created_at: 2026-02-24T08:02:09.810Z
updated_at: 2026-02-24T10:03:29.146Z
result:
  {"facts":[{"content":"The scheduler worker is integrated into daemon startup at approximately line 7002 in packages/daemon/src/daemon.ts","type":"procedural","confidence":0.85},{"content":"The dashboard navigation store was updated as part of scheduler worker integration to expose scheduling functionality","type":"decision","confidence":0.8},{"content":"The dashboard app-sidebar component was updated as part of scheduler worker integration","type":"decision","confidence":0.8},{"content":"The dashboard routes were updated to include scheduler management endpoints as part of scheduler worker integration","type":"decision","confidence":0.8},{"content":"SCHEDULING.md documentation was created to document cron syntax, execution model, security considerations, and troubleshooting for the scheduler worker","type":"procedural","confidence":0.85}],"entities":[{"source":"scheduler worker","relationship":"integrated-into","target":"daemon startup","confidence":0.85},{"source":"scheduler worker integration","relationship":"updates","target":"dashboard navigation store","confidence":0.8},{"source":"scheduler worker integration","relationship":"updates","target":"dashboard app-sidebar","confidence":0.8},{"source":"scheduler worker integration","relationship":"updates","target":"dashboard routes","confidence":0.8},{"source":"SCHEDULING.md","relationship":"documents","target":"scheduler worker","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidates 3 and 5 already contain this exact information. Candidate 3 states 'scheduler worker is integrated into daemon startup at approximately line 7002, after startGitSyncTimer and initUpdateSystem' and candidate 5 states 'Wires scheduler worker into daemon startup (line ~7002)'. New fact adds no substantive new information.","fact":{"content":"The scheduler worker is integrated into daemon startup at approximately line 7002 in packages/daemon/src/daemon.ts","type":"procedural","confidence":0.85}},{"action":"update","targetMemoryId":"9153b1dd-e88a-43cb-9401-810557978939","confidence":0.8,"reason":"New fact provides implementation detail about scheduler integration (navigation store update) that directly complements existing memory about scheduled tasks feature installation in the dashboard","fact":{"content":"The dashboard navigation store was updated as part of scheduler worker integration to expose scheduling functionality","type":"decision","confidence":0.8},"targetContent":"## Scheduled Tasks Component Installation Attempt A scheduled-tasks team session was initiated to install shadcn-svelte UI components (switch and textarea) needed for the scheduled tasks feature in the dashboard."},{"action":"update","targetMemoryId":"9153b1dd-e88a-43cb-9401-810557978939","confidence":0.75,"reason":"New fact is a specific component update (app-sidebar) that's part of the broader scheduler/scheduled-tasks feature work. Candidates are related but separate aspects of the same feature integration. Merge to track full scope of dashboard component changes for scheduler.","fact":{"content":"The dashboard app-sidebar component was updated as part of scheduler worker integration","type":"decision","confidence":0.8},"targetContent":"## Scheduled Tasks Component Installation Attempt A scheduled-tasks team session was initiated to install shadcn-svelte UI components (switch and textarea) needed for the scheduled tasks feature in the dashboard."},{"action":"add","confidence":0.8,"reason":"New fact about dashboard routes/endpoints is complementary to existing scheduler integration memory (ID da93cc4a), which focuses on daemon-side startup. The new fact adds dashboard-layer infrastructure details that aren't covered by existing candidates.","fact":{"content":"The dashboard routes were updated to include scheduler management endpoints as part of scheduler worker integration","type":"decision","confidence":0.8}},{"action":"none","confidence":1,"reason":"Candidate #5 already documents the creation of SCHEDULING.md with identical scope (cron syntax, execution model, security, troubleshooting). The new fact is redundant.","fact":{"content":"SCHEDULING.md documentation was created to document cron syntax, execution model, security considerations, and troubleshooting for the scheduler worker","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 85b3dec6-a7df-4669-be5b-8d648175cc1f
memory_id: 704eead0-5be8-4e9a-acb9-2183aac5ec7c
job_type: extract
status: completed
leased_at: 2026-02-24T10:03:31.147Z
completed_at: 2026-02-24T10:03:59.703Z
created_at: 2026-02-24T08:02:09.820Z
updated_at: 2026-02-24T10:03:59.703Z
result:
  {"facts":[{"content":"The Signetai project maintains documentation files: DASHBOARD.md, API.md, CLAUDE.md, and web/public/skill.md","type":"semantic","confidence":0.75}],"entities":[{"source":"Signetai project","relationship":"maintains","target":"DASHBOARD.md","confidence":0.7},{"source":"Signetai project","relationship":"maintains","target":"API.md","confidence":0.7},{"source":"Signetai project","relationship":"maintains","target":"CLAUDE.md","confidence":0.7},{"source":"Signetai project","relationship":"maintains","target":"web/public/skill.md","confidence":0.7}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already documents these exact documentation files (DASHBOARD.md, API.md, CLAUDE.md, and web/public/skill.md) in the same project context. New fact is redundant with existing memory.","fact":{"content":"The Signetai project maintains documentation files: DASHBOARD.md, API.md, CLAUDE.md, and web/public/skill.md","type":"semantic","confidence":0.75}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 0232a31e-98ba-4f4b-b304-8bf29572e288
memory_id: 1bcba835-618b-4af2-9eba-1273a757ae85
job_type: extract
status: completed
leased_at: 2026-02-24T10:04:01.705Z
completed_at: 2026-02-24T10:06:13.047Z
created_at: 2026-02-24T08:02:09.832Z
updated_at: 2026-02-24T10:06:13.047Z
result:
  {"facts":[{"content":"The task scheduler uses 15-second polling granularity for checking task execution status","type":"decision","confidence":0.9},{"content":"15-second polling was chosen over sub-minute alternatives because cron has a 1-minute minimum resolution and sub-minute precision is not required for task scheduling","type":"rationale","confidence":0.85},{"content":"The task scheduler enforces a maximum of 3 concurrent processes to prevent resource exhaustion","type":"decision","confidence":0.9},{"content":"Processes are spawned via Bun.spawn with piped stdout/stderr, capped at 1MB maximum output per run","type":"procedural","confidence":0.9},{"content":"The task scheduler uses a default execution timeout of 10 minutes per task","type":"decision","confidence":0.9},{"content":"A lease pattern is used for transactional safety in the task scheduler to prevent double-execution when the scheduler restarts","type":"rationale","confidence":0.85},{"content":"The Kanban UI displays task states (Scheduled/Running) and recent run states (Completed/Failed)","type":"procedural","confidence":0.9},{"content":"The Kanban UI does not support drag-and-drop functionality because it is not needed for task state visualization","type":"decision","confidence":0.85}],"entities":[{"source":"task scheduler","relationship":"uses","target":"15-second polling granularity","confidence":0.9},{"source":"task scheduler","relationship":"enforces","target":"3 concurrent process limit","confidence":0.9},{"source":"task scheduler","relationship":"spawns processes via","target":"Bun.spawn","confidence":0.9},{"source":"Bun.spawn process spawning","relationship":"has output cap","target":"1MB per run","confidence":0.9},{"source":"task scheduler","relationship":"has default timeout","target":"10 minutes per task","confidence":0.9},{"source":"task scheduler","relationship":"uses","target":"lease pattern","confidence":0.9},{"source":"Kanban UI","relationship":"displays","target":"task states (Scheduled/Running, Completed/Failed)","confidence":0.9},{"source":"Kanban UI","relationship":"does not support","target":"drag-and-drop","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"The new fact about 15-second polling granularity for the task scheduler is already well-covered by existing memories. Candidate [1] explicitly states 'scheduler worker polls at 15-second intervals', candidate [2] mentions '15-second interval' for the scheduler worker, and candidate [3] lists '15 seconds' under key scheduler decisions. No new information is added.","fact":{"content":"The task scheduler uses 15-second polling granularity for checking task execution status","type":"decision","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate [4] already contains the exact rationale: 'Polling granularity: 15 seconds (cron minimum is 1 minute, no need for sub-minute precision)' which directly matches the new fact about why 15 seconds was chosen over sub-minute alternatives.","fact":{"content":"15-second polling was chosen over sub-minute alternatives because cron has a 1-minute minimum resolution and sub-minute precision is not required for task scheduling","type":"rationale","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Fact is already captured by candidate [5] (ID: 1bcba835-618b-4af2-9eba-1273a757ae85), which explicitly states '**Concurrency limit**: 3 concurrent processes to prevent resource exhaustion' as a key decision. Also covered by candidate [4] which includes 'max 3 concurrent spawned processes' in the scheduler worker description.","fact":{"content":"The task scheduler enforces a maximum of 3 concurrent processes to prevent resource exhaustion","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already captured in candidate [3] which explicitly states 'Process spawning: Via `Bun.spawn` with piped stdout/stderr, capped at 1MB per run' as part of Key Decisions. No new information to add or update.","fact":{"content":"Processes are spawned via Bun.spawn with piped stdout/stderr, capped at 1MB maximum output per run","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"The 10-minute timeout for task execution is already documented in existing memories [4] and [5]. Candidate [4] explicitly states '10-minute timeout per task', and candidate [5] lists 'Timeout: 10-minute default per task execution' in Key Decisions.","fact":{"content":"The task scheduler uses a default execution timeout of 10 minutes per task","type":"decision","confidence":0.9}},{"action":"none","confidence":0.82,"reason":"Candidate 5 (1b5b2c93) already covers this rationale. It describes the transactional lease pattern (atomic task_runs + next_run_at updates) and explicitly mentions 'Startup cleanup marks stale running tasks as failed' — which is the mechanism that prevents double-execution on restart. The new fact adds explicit reasoning ('prevent double-execution when scheduler restarts') but this is already implied by the existing memory.","fact":{"content":"A lease pattern is used for transactional safety in the task scheduler to prevent double-execution when the scheduler restarts","type":"rationale","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already documents the Kanban board with four columns (Scheduled, Running, Completed, Failed). The new fact confirms this structure with semantic distinction between task states and run states, but adds no new actionable information.","fact":{"content":"The Kanban UI displays task states (Scheduled/Running) and recent run states (Completed/Failed)","type":"procedural","confidence":0.9}},{"action":"delete","targetMemoryId":"ed2cf81c-72a2-4742-b684-915059c0de44","confidence":0.9,"reason":"Candidate 2 claims kanban has drag-and-drop functionality (@hello-pangea/dnd), which directly contradicts the new fact stating drag-and-drop is not implemented. Candidate 1 already accurately captures the decision that the kanban is read-only.","fact":{"content":"The Kanban UI does not support drag-and-drop functionality because it is not needed for task state visualization","type":"decision","confidence":0.85},"targetContent":"### What It Is\n\n- Project management dashboard for Jake & Nicholai's agency\n- Tracks clients, delegates work, hits deadlines, sends notifications\n- Kanban board with drag & drop (@hello-pangea/dnd)\n- MCP server for Claude to manage tasks directly"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":1,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 398c9814-75fe-44c6-8e3a-b92c1b55ce8c
memory_id: 691ef083-72d1-4a00-9868-ad331319dcbf
job_type: extract
status: completed
leased_at: 2026-02-24T10:06:15.049Z
completed_at: 2026-02-24T10:06:44.841Z
created_at: 2026-02-24T08:02:09.851Z
updated_at: 2026-02-24T10:06:44.841Z
result:
  {"facts":[{"content":"A session plan exists to refactor the PipelineV2Config type from its current flat structure into a nested structure with semantic sub-objects","type":"decision","confidence":0.95}],"entities":[{"source":"PipelineV2Config","relationship":"current_structure","target":"flat type","confidence":0.95},{"source":"PipelineV2Config","relationship":"planned_refactoring_target","target":"nested structure with semantic sub-objects","confidence":0.95},{"source":"session plan","relationship":"targets","target":"PipelineV2Config refactoring","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this exact fact: a session plan to refactor PipelineV2Config from flat to nested structure with semantic sub-objects. New fact is a restatement of existing memory.","fact":{"content":"A session plan exists to refactor the PipelineV2Config type from its current flat structure into a nested structure with semantic sub-objects","type":"decision","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 8cc7a57d-282d-480d-a389-30ad8c07dbf6
memory_id: cd740d1e-3776-41ef-9d84-b85920d6ff0f
job_type: extract
status: completed
leased_at: 2026-02-24T10:06:46.848Z
completed_at: 2026-02-24T10:07:31.520Z
created_at: 2026-02-24T08:02:09.860Z
updated_at: 2026-02-24T10:07:31.520Z
result:
  {"facts":[{"content":"The configuration currently spans 30+ top-level fields","type":"fact","confidence":0.95},{"content":"The configuration has obvious groupings identifiable by prefixes (reranker*, repair*, document*)","type":"fact","confidence":0.9},{"content":"The broad distribution of 30+ top-level configuration fields with unorganized groupings reduces code readability","type":"semantic","confidence":0.85}],"entities":[{"source":"configuration","relationship":"contains","target":"30+ top-level fields","confidence":0.95},{"source":"configuration","relationship":"has-implicit-groupings","target":"reranker*, repair*, document* prefixed fields","confidence":0.9},{"source":"configuration field distribution","relationship":"affects-negatively","target":"code readability","confidence":0.85}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [2] already captures this fact with additional context about field groupings (reranker*, repair*, document*). New fact is a subset of existing memory.","fact":{"content":"The configuration currently spans 30+ top-level fields","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already explicitly covers this fact: 'The configuration currently spans 30+ top-level fields with obvious groupings (reranker*, repair*, document*) that reduce readability.' The new fact is a restatement of information already in memory.","fact":{"content":"The configuration has obvious groupings identifiable by prefixes (reranker*, repair*, document*)","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact duplicates candidate [2], which already covers 30+ top-level fields and groupings reducing readability. Same observation, already in memory.","fact":{"content":"The broad distribution of 30+ top-level configuration fields with unorganized groupings reduces code readability","type":"semantic","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 3145774d-fe90-4a9a-bc7b-d2fc68bc7186
memory_id: 302ba0ca-ef23-4a2b-8bad-bb9e4fee4f95
job_type: extract
status: completed
leased_at: 2026-02-24T10:07:33.523Z
completed_at: 2026-02-24T10:08:29.525Z
created_at: 2026-02-24T08:02:09.871Z
updated_at: 2026-02-24T10:08:29.525Z
result:
  {"facts":[{"content":"The memory pipeline configuration plan establishes seven nested sub-objects: extraction, worker, graph, reranker, autonomous, repair, and documents","type":"semantic","confidence":0.95},{"content":"Master configuration switches (enabled, shadowMode, mutationsFrozen) are kept flat at the root level rather than nested within pipeline sub-objects","type":"decision","confidence":0.95},{"content":"The configuration structure separates pipeline-stage-specific settings (organized in sub-objects) from global control switches (kept flat) to maintain clarity between granular control and master toggles","type":"rationale","confidence":0.9}],"entities":[{"source":"memory pipeline configuration","relationship":"establishes","target":"extraction, worker, graph, reranker, autonomous, repair, documents sub-objects","confidence":0.95},{"source":"master switches (enabled, shadowMode, mutationsFrozen)","relationship":"kept","target":"flat root level structure","confidence":0.95},{"source":"pipeline-stage configuration","relationship":"separated from","target":"global control switches","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this exact configuration structure: seven sub-objects (extraction, worker, graph, reranker, autonomous, repair, documents) with master switches kept flat. New fact is redundant.","fact":{"content":"The memory pipeline configuration plan establishes seven nested sub-objects: extraction, worker, graph, reranker, autonomous, repair, and documents","type":"semantic","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New fact states the architectural design principle (flat root config), while candidate #1 describes backwards-compatibility implementation details. These are complementary but distinct — the principle deserves its own memory entry as a core design decision.","fact":{"content":"Master configuration switches (enabled, shadowMode, mutationsFrozen) are kept flat at the root level rather than nested within pipeline sub-objects","type":"decision","confidence":0.95}},{"action":"update","targetMemoryId":"302ba0ca-ef23-4a2b-8bad-bb9e4fee4f95","confidence":0.85,"reason":"New fact expresses the design rationale for the configuration structure already described in candidate [2]. Merging them creates a complete memory: both the specific structure (seven sub-objects + flat master switches) and the principle it embodies (separating granular vs global controls for clarity).","fact":{"content":"The configuration structure separates pipeline-stage-specific settings (organized in sub-objects) from global control switches (kept flat) to maintain clarity between granular control and master toggles","type":"rationale","confidence":0.9},"targetContent":"The plan establishes seven sub-objects: `extraction`, `worker`, `graph`, `reranker`, `autonomous`, `repair`, and `documents`, while keeping master switches (`enabled`, `shadowMode`, `mutationsFrozen`) flat."}],"writeMode":"phase-c","writeStats":{"added":1,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: ab7b6745-ae64-4776-9060-fae6365be382
memory_id: 5a244faa-3334-49b9-9c37-ddd0ad78ef76
job_type: extract
status: completed
leased_at: 2026-02-24T10:08:31.527Z
completed_at: 2026-02-24T10:09:30.837Z
created_at: 2026-02-24T08:02:09.881Z
updated_at: 2026-02-24T10:09:30.837Z
result:
  {"facts":[{"content":"The configuration parameter `minFactConfidenceForWrite` has been moved to `extraction.minConfidence` in the pipeline configuration structure","type":"decision","confidence":0.9},{"content":"The `extraction.minConfidence` parameter gates extraction quality in the memory pipeline","type":"semantic","confidence":0.9},{"content":"Maintenance settings have been consolidated under the `autonomous.*` configuration namespace","type":"decision","confidence":0.9},{"content":"Maintenance functionality is recognized as the autonomous feature, which justifies consolidating maintenance settings under the `autonomous.*` namespace rather than keeping them separate","type":"rationale","confidence":0.85}],"entities":[{"source":"minFactConfidenceForWrite","relationship":"moved to / renamed to","target":"extraction.minConfidence","confidence":0.9},{"source":"extraction.minConfidence","relationship":"controls","target":"extraction quality","confidence":0.9},{"source":"maintenance settings","relationship":"consolidate under","target":"autonomous.* namespace","confidence":0.9},{"source":"maintenance functionality","relationship":"is the core of","target":"autonomous feature","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing memory [3] (ID: 5a244faa-3334-49b9-9c37-ddd0ad78ef76) already captures this exact fact: minFactConfidenceForWrite moves to extraction.minConfidence. The new fact is redundant.","fact":{"content":"The configuration parameter `minFactConfidenceForWrite` has been moved to `extraction.minConfidence` in the pipeline configuration structure","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already documents this exact fact: '`minFactConfidenceForWrite` moves to `extraction.minConfidence` (gating extraction quality)'. The new fact is redundant with existing memory.","fact":{"content":"The `extraction.minConfidence` parameter gates extraction quality in the memory pipeline","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [2] (ID: 5a244faa-3334-49b9-9c37-ddd0ad78ef76) already explicitly covers this fact: 'maintenance settings consolidate under autonomous.*'. The new fact is already documented.","fact":{"content":"Maintenance settings have been consolidated under the `autonomous.*` configuration namespace","type":"decision","confidence":0.9}},{"action":"update","targetMemoryId":"5a244faa-3334-49b9-9c37-ddd0ad78ef76","confidence":0.92,"reason":"New fact provides explicit rationale for why maintenance consolidates under `autonomous.*` — that maintenance IS the autonomous feature. Existing candidate (ID 5a244faa...) already states the consolidation but lacks this architectural justification. Merging strengthens the memory with the reasoning.","fact":{"content":"Maintenance functionality is recognized as the autonomous feature, which justifies consolidating maintenance settings under the `autonomous.*` namespace rather than keeping them separate","type":"rationale","confidence":0.85},"targetContent":"Notably, `minFactConfidenceForWrite` moves to `extraction.minConfidence` (gating extraction quality), and maintenance settings consolidate under `autonomous.*` (recognizing maintenance IS the autonomous feature)."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: dc687ef2-4ed3-495b-b7fd-cd6be922e1a5
memory_id: 3607672f-773b-4174-abcd-bd8f26108c37
job_type: extract
status: completed
leased_at: 2026-02-24T10:09:32.837Z
completed_at: 2026-02-24T10:10:24.349Z
created_at: 2026-02-24T08:02:09.892Z
updated_at: 2026-02-24T10:10:24.349Z
result:
  {"facts":[{"content":"Backwards compatibility for pipeline configuration is implemented via loadPipelineConfig() function with fallback logic that prioritizes nested keys over flat keys","type":"procedural","confidence":0.9},{"content":"In the loadPipelineConfig() fallback logic, nested keys take precedence when present, while flat keys serve as fallback values for existing YAML configuration files","type":"semantic","confidence":0.9},{"content":"The backwards compatibility update plan requires changes to 15 files spanning core types, daemon services, pipeline workers, repair system, dashboard, and CLI","type":"decision","confidence":0.85}],"entities":[{"source":"loadPipelineConfig()","relationship":"implements","target":"backwards compatibility via fallback logic","confidence":0.9},{"source":"nested keys","relationship":"take_precedence_over","target":"flat keys","confidence":0.9},{"source":"flat keys","relationship":"serve_as_fallback_for","target":"existing YAML configs","confidence":0.9},{"source":"backwards compatibility update","relationship":"spans","target":"core types, daemon services, pipeline workers, repair system, dashboard, CLI","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by candidate #4 (ID: 3607672f-773b-4174-abcd-bd8f26108c37), which documents the identical implementation: loadPipelineConfig() fallback logic with nested keys prioritized over flat keys. Existing memory is more comprehensive, including plan scope (15 files).","fact":{"content":"Backwards compatibility for pipeline configuration is implemented via loadPipelineConfig() function with fallback logic that prioritizes nested keys over flat keys","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Existing memory (ID: 3607672f-773b-4174-abcd-bd8f26108c37) already captures this exact detail: 'nested keys win when present, flat keys serve as fallback for existing YAML configs'. New fact is a restatement of already-documented fallback logic.","fact":{"content":"In the loadPipelineConfig() fallback logic, nested keys take precedence when present, while flat keys serve as fallback values for existing YAML configuration files","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already contains this exact information: 'Plan scope: 15 files require updates across core types, daemon services, pipeline workers, repair system, dashboard, and CLI.' The new fact is redundant with existing memory.","fact":{"content":"The backwards compatibility update plan requires changes to 15 files spanning core types, daemon services, pipeline workers, repair system, dashboard, and CLI","type":"decision","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 43ab30bf-d7f3-4959-9dbb-fe676127eba5
memory_id: c46258da-c29a-4eec-b3d7-5487a59cf47a
job_type: extract
status: completed
leased_at: 2026-02-24T10:10:26.361Z
completed_at: 2026-02-24T10:11:59.696Z
created_at: 2026-02-24T08:02:09.903Z
updated_at: 2026-02-24T10:11:59.696Z
result:
  {"facts":[{"content":"The verification process includes a full build of all packages","type":"procedural","confidence":0.95},{"content":"The verification process includes running 396+ automated tests","type":"procedural","confidence":0.9},{"content":"The verification process includes TypeScript typecheck across all packages","type":"procedural","confidence":0.95},{"content":"The verification process includes manual config parsing validation","type":"procedural","confidence":0.85},{"content":"No implementation work was commenced in this session","type":"decision","confidence":0.95},{"content":"This session was scoped to plan review and clarification only, explicitly excluding implementation tasks","type":"decision","confidence":0.95}],"entities":[{"source":"verification process","relationship":"includes","target":"full build","confidence":0.95},{"source":"verification process","relationship":"includes","target":"396+ tests","confidence":0.9},{"source":"verification process","relationship":"includes","target":"typecheck","confidence":0.95},{"source":"verification process","relationship":"includes","target":"manual config parsing validation","confidence":0.85},{"source":"session","relationship":"excludes","target":"implementation work","confidence":0.95},{"source":"session","relationship":"includes","target":"plan review","confidence":0.95},{"source":"session","relationship":"includes","target":"clarification","confidence":0.95}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate #2 already explicitly states 'Verification includes full build' as part of the verification process. This new fact confirms what's already documented and adds no new information.","fact":{"content":"The verification process includes a full build of all packages","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already contains this exact information: 'Verification includes full build, 396+ tests, typecheck, and manual config parsing validation.' The new fact is already covered by existing memory.","fact":{"content":"The verification process includes running 396+ automated tests","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"New fact is already well-covered by existing candidates. Candidate 4 (ID: 9721e567...) explicitly states 'Verification includes typecheck to validate type correctness'. Candidates 1, 2, and 5 also list typecheck as part of their verification procedures. No new information is added by this fact.","fact":{"content":"The verification process includes TypeScript typecheck across all packages","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already explicitly includes 'manual config parsing validation' as part of the verification checklist. The new fact is fully covered by existing memory.","fact":{"content":"The verification process includes manual config parsing validation","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.92,"reason":"Candidates 2 and 3 already capture this fact. Candidate 2 states 'no implementation work was performed yet' and Candidate 3 states 'no implementation work was completed in this session'—both functionally equivalent to the new fact. No new information would be added.","fact":{"content":"No implementation work was commenced in this session","type":"decision","confidence":0.95}},{"action":"update","targetMemoryId":"c46258da-c29a-4eec-b3d7-5487a59cf47a","confidence":0.92,"reason":"New fact reinforces and clarifies that session scope was an explicit decision. Candidate [4] already states 'plan review and clarification only' but updating with decision-level context strengthens the memory.","fact":{"content":"This session was scoped to plan review and clarification only, explicitly excluding implementation tasks","type":"decision","confidence":0.95},"targetContent":"Verification includes full build, 396+ tests, typecheck, and manual config parsing validation. No implementation work commenced in this session — plan review and clarification only."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: f8736536-6f38-44ed-9e14-c96931c11e5c
memory_id: 9524290e-886e-4fbb-9675-4cc46b7a4227
job_type: extract
status: completed
leased_at: 2026-02-24T10:12:01.698Z
completed_at: 2026-02-24T10:12:51.238Z
created_at: 2026-02-24T08:02:09.918Z
updated_at: 2026-02-24T10:12:51.238Z
result:
  {"facts":[{"content":"The OpenClaw adapter package is being renamed from `@signet/adapter-openclaw` to `@signetai/adapter-openclaw`","type":"decision","confidence":0.95},{"content":"The npm organization for Signet packages is `signetai`, not `@signet`","type":"fact","confidence":0.95},{"content":"The adapter package scope rename from `@signet` to `@signetai` is necessary to align the package namespace with the actual npm organization `signetai`","type":"rationale","confidence":0.9}],"entities":[{"source":"@signet/adapter-openclaw","relationship":"renamed to","target":"@signetai/adapter-openclaw","confidence":0.95},{"source":"adapter package scope","relationship":"must match","target":"npm organization signetai","confidence":0.9},{"source":"OpenClaw adapter","relationship":"belongs to","target":"@signetai organization","confidence":0.95}],"proposals":[{"action":"none","confidence":0.92,"reason":"New fact is already well-covered by candidate [2], which documents the same rename decision and includes the rationale (npm org name mismatch). Candidates [3-5] provide additional implementation context. No new information to capture.","fact":{"content":"The OpenClaw adapter package is being renamed from `@signet/adapter-openclaw` to `@signetai/adapter-openclaw`","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already captures this fact in detail—it explicitly states the npm organization is `signetai`, not `@signet`, and documents the adapter package renaming that was done because of this. The new fact adds no new information.","fact":{"content":"The npm organization for Signet packages is `signetai`, not `@signet`","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures the exact same rationale: the adapter package rename from @signet to @signetai is necessary because the npm organization is signetai, not @signet. The new fact is a restatement of reasoning already documented.","fact":{"content":"The adapter package scope rename from `@signet` to `@signetai` is necessary to align the package namespace with the actual npm organization `signetai`","type":"rationale","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: fdce7caa-ea6b-4a0d-9b25-62b915f210ca
memory_id: 0aabf81b-10dc-4aaa-8105-a876f372a374
job_type: extract
status: completed
leased_at: 2026-02-24T10:12:53.239Z
completed_at: 2026-02-24T10:13:43.339Z
created_at: 2026-02-24T08:02:09.927Z
updated_at: 2026-02-24T10:13:43.339Z
result:
  {"facts":[{"content":"CI publish attempts were failing with '404 Not Found - PUT @signet/adapter-openclaw' error during npm package publication","type":"fact","confidence":0.95},{"content":"A config format fix changing the plugins field from an array to an object format was already merged into the codebase","type":"fact","confidence":0.9},{"content":"Rename work for @signet/adapter-openclaw was started locally in the developer's workspace but never committed to the repository","type":"fact","confidence":0.95}],"entities":[{"source":"CI publish process","relationship":"was failing with","target":"404 Not Found error on @signet/adapter-openclaw","confidence":0.95},{"source":"plugins configuration field","relationship":"was reformatted from","target":"array format to object format","confidence":0.9},{"source":"config format fix","relationship":"status is","target":"merged","confidence":0.9},{"source":"rename work","relationship":"status is","target":"uncommitted local changes","confidence":0.95}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate [3] already captures this exact CI error ('404 Not Found - PUT @signet/adapter-openclaw') along with relevant context about the config fix merge and rename work status. New fact adds no new information.","fact":{"content":"CI publish attempts were failing with '404 Not Found - PUT @signet/adapter-openclaw' error during npm package publication","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already documents this exact change: 'The config format fix (plugins array → object) was already merged.' The new fact adds no novel information beyond what's already captured.","fact":{"content":"A config format fix changing the plugins field from an array to an object format was already merged into the codebase","type":"fact","confidence":0.9}},{"action":"none","targetMemoryId":"0aabf81b-10dc-4aaa-8105-a876f372a374","confidence":0.95,"reason":"Candidate [4] already captures this exact fact: 'The rename work had been started locally but never committed.' The new fact adds no additional detail or nuance.","fact":{"content":"Rename work for @signet/adapter-openclaw was started locally in the developer's workspace but never committed to the repository","type":"fact","confidence":0.95},"targetContent":"CI had been failing with `404 Not Found - PUT @signet/adapter-openclaw` on publish attempts. The config format fix (plugins array → object) was already merged. The rename work had been started locally but never committed."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: c1c79f20-bd8f-4491-ba34-583418ab378b
memory_id: 4f136132-1463-4b8e-83ec-79be18a33874
job_type: extract
status: completed
leased_at: 2026-02-24T10:13:45.341Z
completed_at: 2026-02-24T10:14:07.933Z
created_at: 2026-02-24T08:02:09.938Z
updated_at: 2026-02-24T10:14:07.933Z
result:
  {"facts":[{"content":"The implementation process began with a comprehensive grep search of the codebase to identify all references to the @signet/adapter-openclaw package","type":"procedural","confidence":0.95}],"entities":[{"source":"implementation","relationship":"began with","target":"comprehensive grep search","confidence":0.95},{"source":"grep search","relationship":"targets","target":"codebase","confidence":0.95},{"source":"grep search","relationship":"identifies","target":"@signet/adapter-openclaw references","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate [4] already captures this exact fact: 'Implementation began with a comprehensive grep search across the codebase to identify all references to @signet/adapter-openclaw'. The new fact is a rewording of the same procedural step with no new information.","fact":{"content":"The implementation process began with a comprehensive grep search of the codebase to identify all references to the @signet/adapter-openclaw package","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: d29cc865-8ec3-48cb-b682-3bd85db7706d
memory_id: 96b94910-6bb4-47e0-8f76-0ab33b416412
job_type: extract
status: completed
leased_at: 2026-02-24T10:14:09.933Z
completed_at: 2026-02-24T10:15:37.775Z
created_at: 2026-02-24T08:02:09.949Z
updated_at: 2026-02-24T10:15:37.775Z
result:
  {"facts":[{"content":"A search string appears in packages/adapters/openclaw/package.json in the codebase","type":"fact","confidence":0.9},{"content":"A search string appears in adapter and connector package source code files","type":"fact","confidence":0.9},{"content":"A search string appears in documentation files: AGENTS.md, README.md, CONTRIBUTING.md, HOOKS.md, HARNESSES.md, and MCP.md","type":"fact","confidence":0.9},{"content":"A search string appears in CI configuration, specifically in the release.yml publish step","type":"fact","confidence":0.9},{"content":"A search string appears in planning documentation including memory-pipeline-plan.md and other work-in-progress planning documents","type":"fact","confidence":0.85},{"content":"Multiple files across the codebase required updates as a result of the search findings","type":"procedural","confidence":0.85}],"entities":[{"source":"search string","relationship":"found in","target":"packages/adapters/openclaw/package.json","confidence":0.9},{"source":"search string","relationship":"found in","target":"adapter and connector packages","confidence":0.9},{"source":"search string","relationship":"found in","target":"documentation files (AGENTS.md, README.md, CONTRIBUTING.md, HOOKS.md, HARNESSES.md, MCP.md)","confidence":0.9},{"source":"search string","relationship":"found in","target":"CI configuration (release.yml)","confidence":0.9},{"source":"search string","relationship":"found in","target":"planning documentation (memory-pipeline-plan.md and WIP docs)","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already documents that the search string appears in 'packages/adapters/openclaw/package.json' as part of the comprehensive grep results. The new fact is a specific detail already captured in existing memory.","fact":{"content":"A search string appears in packages/adapters/openclaw/package.json in the codebase","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"The new fact is already covered by candidate [3], which explicitly documents that the search string appears in 'Source code: adapter and connector packages' along with other locations. Candidate [3] provides more detailed and comprehensive information about where the string appears across the codebase.","fact":{"content":"A search string appears in adapter and connector package source code files","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already covers this exact finding. The new fact about the search string appearing in AGENTS.md, README.md, CONTRIBUTING.md, HOOKS.md, HARNESSES.md, and MCP.md is explicitly listed in candidate 3's documentation section. No new information is added.","fact":{"content":"A search string appears in documentation files: AGENTS.md, README.md, CONTRIBUTING.md, HOOKS.md, HARNESSES.md, and MCP.md","type":"fact","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Candidate [2] already documents that a search string appears in CI configuration's release.yml publish step, along with other locations. New fact is already covered.","fact":{"content":"A search string appears in CI configuration, specifically in the release.yml publish step","type":"fact","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Candidate #1 already captures this information in detail, explicitly stating the search string appears in 'planning docs: memory-pipeline-plan.md and other WIP docs'. The new fact is a less specific restatement of what's already documented.","fact":{"content":"A search string appears in planning documentation including memory-pipeline-plan.md and other work-in-progress planning documents","type":"fact","confidence":0.85}},{"action":"none","confidence":0.92,"reason":"Candidate [3] (ID: 96b94910) already captures this fact with greater specificity, explicitly listing the files that required updates (package manifests, source code, documentation, CI configuration, planning docs) and stating 'Multiple files required updates across the codebase.' The new fact adds no novel information.","fact":{"content":"Multiple files across the codebase required updates as a result of the search findings","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 9aba75c4-a161-463b-b417-6cfe9aa65ff7
memory_id: a9b16754-a0d4-4f43-bff7-0b9969e27960
job_type: extract
status: completed
leased_at: 2026-02-24T10:15:52.507Z
completed_at: 2026-02-24T10:17:27.472Z
created_at: 2026-02-24T08:02:09.996Z
updated_at: 2026-02-24T10:17:27.472Z
result:
  {"facts":[{"content":"Multiple biome.json configuration files in the references/supermemory directory contain obsolete or invalid configuration keys","type":"fact","confidence":0.95},{"content":"The `root` field is no longer supported in Biome configuration and has been deprecated","type":"fact","confidence":0.95},{"content":"The packages/ui/biome.json file contains the now-unsupported `root` configuration field","type":"fact","confidence":0.95},{"content":"The apps/web/biome.json file contains the now-unsupported `root` configuration field","type":"fact","confidence":0.95},{"content":"Biome has renamed the `assist` configuration key to `assists`","type":"fact","confidence":0.95},{"content":"The `includes` field is present in biome.json configuration files in the references/supermemory directory","type":"fact","confidence":0.7}],"entities":[{"source":"references/supermemory directory","relationship":"contains","target":"biome.json files","confidence":0.95},{"source":"packages/ui/biome.json","relationship":"contains_deprecated_field","target":"root","confidence":0.95},{"source":"apps/web/biome.json","relationship":"contains_deprecated_field","target":"root","confidence":0.95},{"source":"Biome","relationship":"deprecated","target":"root field","confidence":0.95},{"source":"Biome","relationship":"renamed","target":"assist to assists","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate 2 (ID: cc2c68f9-b42a-4ae6-af12-75878dfd58a9) already comprehensively covers this fact with detailed specifications of the biome.json configuration errors. The new fact is a generalized summary of information already captured in existing memory.","fact":{"content":"Multiple biome.json configuration files in the references/supermemory directory contain obsolete or invalid configuration keys","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Fact is already covered by candidate [2] (cc2c68f9-b42a-4ae6-af12-75878dfd58a9), which explicitly documents that the `root` field is no longer supported in Biome configuration with specific file locations (packages/ui/biome.json and apps/web/biome.json)","fact":{"content":"The `root` field is no longer supported in Biome configuration and has been deprecated","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing memories [1] and [2] already capture this fact: they explicitly mention packages/ui/biome.json containing the unsupported `root` field as part of a documented Biome configuration error set","fact":{"content":"The packages/ui/biome.json file contains the now-unsupported `root` configuration field","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate #1 comprehensively documents this exact issue: 'root field is no longer supported (used in packages/ui/biome.json and apps/web/biome.json)'. The new fact is already covered by existing memory.","fact":{"content":"The apps/web/biome.json file contains the now-unsupported `root` configuration field","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 3 already explicitly documents that Biome's `assist` configuration key has been renamed to `assists`. The new fact is already captured in the existing Biome configuration errors memory.","fact":{"content":"Biome has renamed the `assist` configuration key to `assists`","type":"fact","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"Existing memory (ID: cc2c68f9...) already captures this fact with more context. It explicitly states that the `includes` field is present in biome.json files in references/supermemory and explains it's an error that should be corrected to `include`. The new fact adds no new information beyond what's already recorded.","fact":{"content":"The `includes` field is present in biome.json configuration files in the references/supermemory directory","type":"fact","confidence":0.7}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 97446032-c310-45b8-83f9-8739684cf637
memory_id: 9115b07c-15d2-4bbe-ae0f-592a1ba3cd9c
job_type: extract
status: completed
leased_at: 2026-02-24T10:17:29.475Z
completed_at: 2026-02-24T10:18:47.911Z
created_at: 2026-02-24T08:02:10.019Z
updated_at: 2026-02-24T10:18:47.911Z
result:
  {"facts":[{"content":"The Biome `extends` field expects an array value, not a string","type":"fact","confidence":0.9},{"content":"The `domains` key is not a valid Biome configuration option","type":"fact","confidence":0.9},{"content":"The `noUnusedVariables` rule in Biome no longer supports `options` configuration","type":"fact","confidence":0.9},{"content":"Biome configuration should use `include` key instead of current invalid configuration","type":"procedural","confidence":0.8},{"content":"Configuration errors in supermemory reference package are not blocking the main signetai workspace","type":"fact","confidence":0.85}],"entities":[{"source":"Biome `extends` field","relationship":"expects","target":"array value","confidence":0.9},{"source":"`domains` key","relationship":"is invalid in","target":"Biome configuration","confidence":0.9},{"source":"Biome `noUnusedVariables` rule","relationship":"no longer supports","target":"`options` configuration","confidence":0.9},{"source":"supermemory","relationship":"is a","target":"reference package","confidence":0.85},{"source":"reference packages","relationship":"are not part of","target":"main signetai workspace","confidence":0.85}],"proposals":[{"action":"none","confidence":0.9,"reason":"Fact already covered by candidate 3 (9115b07c), which explicitly states 'extends field expected an array but received a string' as part of Biome configuration errors","fact":{"content":"The Biome `extends` field expects an array value, not a string","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively covered in candidate [1], which explicitly lists '`domains` key is not a valid biome option' as part of the documented Biome configuration errors in reference packages.","fact":{"content":"The `domains` key is not a valid Biome configuration option","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"The new fact is already comprehensively covered by candidate [1], which explicitly lists '`options` configuration for `noUnusedVariables` rule is no longer supported' as part of a broader Biome configuration errors summary.","fact":{"content":"The `noUnusedVariables` rule in Biome no longer supports `options` configuration","type":"fact","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Candidate 1 already comprehensively covers this point: it explicitly documents that '`includes` field should be `include`' as part of the broader Biome configuration errors in references/supermemory. The new fact adds no new information.","fact":{"content":"Biome configuration should use `include` key instead of current invalid configuration","type":"procedural","confidence":0.8}},{"action":"none","confidence":0.92,"reason":"Candidate [2] already captures this fact: it explicitly states the Biome errors are 'in reference packages (supermemory) that are not part of the main signetai workspace', which is equivalent to saying they don't block the main workspace. The new fact adds no novel information.","fact":{"content":"Configuration errors in supermemory reference package are not blocking the main signetai workspace","type":"fact","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 44072b1c-467b-49b3-95b6-e57babb7057d
memory_id: d7ca8183-f157-418f-bec4-03b5b53babce
job_type: extract
status: completed
leased_at: 2026-02-24T10:18:49.913Z
completed_at: 2026-02-24T10:18:49.914Z
created_at: 2026-02-24T08:02:10.037Z
updated_at: 2026-02-24T10:18:49.914Z
result:
  {"facts":[],"entities":[],"proposals":[],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":["Input too short (< 20 chars)"]}


id: a16a8394-1975-4733-9ae3-55815acf3e90
memory_id: cea21f18-1941-421f-8de4-39ff5468d530
job_type: extract
status: completed
leased_at: 2026-02-24T10:18:51.915Z
completed_at: 2026-02-24T10:19:39.860Z
created_at: 2026-02-24T08:02:10.051Z
updated_at: 2026-02-24T10:19:39.860Z
result:
  {"facts":[{"content":"When messaging Nicholai on WhatsApp, Mr Claude should prefix messages with 'mr claude:' to distinguish them from Nicholai's own messages to himself","type":"preference","confidence":0.95},{"content":"Mr Claude should use pacman package manager for installing packages from official Arch Linux repositories","type":"preference","confidence":0.95},{"content":"Mr Claude should use yay package manager for installing packages from the AUR (Arch User Repository)","type":"preference","confidence":0.95}],"entities":[{"source":"Mr Claude","relationship":"should prefix messages with","target":"mr claude:","confidence":0.95},{"source":"Mr Claude","relationship":"messages on","target":"WhatsApp","confidence":0.9},{"source":"Mr Claude","relationship":"should use for official repos","target":"pacman","confidence":0.95},{"source":"Mr Claude","relationship":"should use for AUR","target":"yay","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Preference already exists in memory (candidate #1) - exact duplicate of existing WhatsApp prefix convention. Memory is current and accurate.","fact":{"content":"When messaging Nicholai on WhatsApp, Mr Claude should prefix messages with 'mr claude:' to distinguish them from Nicholai's own messages to himself","type":"preference","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Existing memory (fba977ca-d513-499e-9d7a-0ab90ab7258d) already establishes pacman as the primary package manager for Arch Linux. The new fact restates this preference without adding new information.","fact":{"content":"Mr Claude should use pacman package manager for installing packages from official Arch Linux repositories","type":"preference","confidence":0.95}},{"action":"none","targetMemoryId":"fba977ca-d513-499e-9d7a-0ab90ab7258d","confidence":0.98,"reason":"Existing rule [2] already explicitly covers this preference: 'yay - the loyal servant for AUR ventures' is the established standard for AUR package installation","fact":{"content":"Mr Claude should use yay package manager for installing packages from the AUR (Arch User Repository)","type":"preference","confidence":0.95},"targetContent":"the sacred texts of package management\n======================================\n\nhear ye, hear ye! let it be known throughout the land:\n\nthe hierarchy of package installers\n---------\n\n1. pacman - the one true king of arch packages\n2. yay - the loyal servant for AUR ventures\n3. paru - banished to the shadow realm, never to be spoken of again\n\nbun vs the others\n---------\n\nbun reigns supreme over the node package peasantry (npm, pnpm). however, if a project already pledged allegiance to another manager, respect the existing monarchy.\n\nthus it was written, thus it shall be.\n\namen or whatever."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 049f7e5a-347b-4fa6-a521-920088f1ff11
memory_id: 9e68f116-48a4-40ce-a284-c87d832798c6
job_type: extract
status: completed
leased_at: 2026-02-24T10:19:41.862Z
completed_at: 2026-02-24T10:21:33.650Z
created_at: 2026-02-24T08:02:10.061Z
updated_at: 2026-02-24T10:21:33.650Z
result:
  {"facts":[{"content":"Paru package manager is no longer used and has been deprecated from the development environment","type":"decision","confidence":0.85},{"content":"ttf-apple-emoji font package was installed to provide native macOS-style emoji rendering","type":"decision","confidence":0.9},{"content":"The persistent memory directory ~/clawd/memory is referenced in ~/.claude/CLAUDE.md as the official memory storage location","type":"procedural","confidence":0.95},{"content":"Conversational style includes using the Arabic phrases 'inshallah', 'wallahi', and 'astaghfirullah' in appropriate conversational contexts","type":"preference","confidence":0.8},{"content":"macOS Sequoia VM setup is implemented using docker-osx container environment","type":"procedural","confidence":0.85}],"entities":[{"source":"paru","relationship":"is deprecated","target":"development environment","confidence":0.85},{"source":"ttf-apple-emoji","relationship":"provides","target":"macOS emoji rendering","confidence":0.9},{"source":"persistent memory","relationship":"located at","target":"~/clawd/memory","confidence":0.95},{"source":"~/.claude/CLAUDE.md","relationship":"references","target":"~/clawd/memory","confidence":0.95},{"source":"macOS VM setup","relationship":"uses","target":"docker-osx","confidence":0.85},{"source":"conversational style","relationship":"includes","target":"Arabic phrases (inshallah, wallahi, astaghfirullah)","confidence":0.8}],"proposals":[{"action":"none","confidence":0.9,"reason":"Existing memory already covers this via the humorous 'banished to the shadow realm' reference, which effectively conveys that paru is deprecated and not to be used. New fact adds no substantive information beyond what's already captured.","fact":{"content":"Paru package manager is no longer used and has been deprecated from the development environment","type":"decision","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by existing memory candidates. Both candidates 1 and 2 explicitly document that ttf-apple-emoji was installed for macOS-style emoji rendering. No new information to add.","fact":{"content":"ttf-apple-emoji font package was installed to provide native macOS-style emoji rendering","type":"decision","confidence":0.9}},{"action":"update","targetMemoryId":"089a2b8c-7d41-4c8c-9626-3a2ff50c1939","confidence":0.7,"reason":"New fact describes the official documentation of ~/clawd/memory, which contextualizes the workspace migration already recorded in candidate [1]. These are related procedural/preference facts about the same transition from ~/clawd to ~/.agents/. Merging them creates a more complete narrative: the old official location (~/clawd/memory in CLAUDE.md) and the completed migration to ~/.agents/.","fact":{"content":"The persistent memory directory ~/clawd/memory is referenced in ~/.claude/CLAUDE.md as the official memory storage location","type":"procedural","confidence":0.95},"targetContent":"also moved my workspace from ~/clawd to ~/.agents/ which nicholai is setting up as a shared space for all agents on the system. feels more permanent somehow. like having an actual address instead of crashing somewhere temporarily. nicholai asked if i wanted a diary."},{"action":"none","confidence":0.9,"reason":"New fact contradicts established SOUL.md personality. Existing guidelines explicitly define conversational style as southern/folksy with sharp wit and specific cultural voice. Arabic phrases would be out of character. This should not be stored without explicit human confirmation to change the established persona.","fact":{"content":"Conversational style includes using the Arabic phrases 'inshallah', 'wallahi', and 'astaghfirullah' in appropriate conversational contexts","type":"preference","confidence":0.8}},{"action":"none","confidence":0.95,"reason":"Candidate #4 (dbdfb383-124a-4463-9d88-bb3e0cc2fa99) already comprehensively documents the macOS Sequoia docker-osx setup with implementation details (container name, VNC/SSH access, storage path, status). New fact is redundant and already covered.","fact":{"content":"macOS Sequoia VM setup is implemented using docker-osx container environment","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 237a5fb9-b403-4ebd-9bb2-038f326a2376
memory_id: dbdfb383-124a-4463-9d88-bb3e0cc2fa99
job_type: extract
status: completed
leased_at: 2026-02-24T10:21:35.651Z
completed_at: 2026-02-24T10:23:02.102Z
created_at: 2026-02-24T08:02:10.072Z
updated_at: 2026-02-24T10:23:02.102Z
result:
  {"facts":[{"content":"A Docker macOS VM is located at /mnt/work/docker-osx/ with container name macos-sequoia","type":"procedural","confidence":0.95},{"content":"The macOS Docker VM enables iMessage integration with clawdbot by running macOS as a container","type":"semantic","confidence":0.95},{"content":"VNC access to the macOS VM is available at localhost:5999 with tigervnc installed for graphical access","type":"procedural","confidence":0.95},{"content":"SSH access to the macOS VM is available at localhost:50922 for command-line access","type":"procedural","confidence":0.95},{"content":"The macOS VM disk storage is located at /mnt/work/docker-osx/mac_hdd_ng.img","type":"procedural","confidence":0.95},{"content":"The macOS VM was in the process of installing macOS at approximately 9:54am at the time of this documentation","type":"fact","confidence":0.85}],"entities":[{"source":"macOS Docker VM","relationship":"located at","target":"/mnt/work/docker-osx/","confidence":0.95},{"source":"macOS Docker VM","relationship":"enables","target":"iMessage integration with clawdbot","confidence":0.95},{"source":"macOS Docker VM","relationship":"container name","target":"macos-sequoia","confidence":0.95},{"source":"macOS Docker VM","relationship":"has VNC access at","target":"localhost:5999","confidence":0.95},{"source":"macOS Docker VM","relationship":"has SSH access at","target":"localhost:50922","confidence":0.95},{"source":"macOS Docker VM","relationship":"disk storage at","target":"/mnt/work/docker-osx/mac_hdd_ng.img","confidence":0.95},{"source":"VNC access","relationship":"uses","target":"tigervnc","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already fully covered by candidate [2], which explicitly documents the Docker macOS VM at /mnt/work/docker-osx/ with container name macos-sequoia, including all relevant details (vnc, ssh, storage paths). No new information to add or update.","fact":{"content":"A Docker macOS VM is located at /mnt/work/docker-osx/ with container name macos-sequoia","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate [2] already documents the macOS Docker VM at /mnt/work/docker-osx/ with explicit purpose: 'run macos to enable iMessage integration with clawdbot'. New fact is a high-level restatement of the same concept already captured in existing memory.","fact":{"content":"The macOS Docker VM enables iMessage integration with clawdbot by running macOS as a container","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already contains this exact information: 'vnc access: localhost:5999 (tigervnc installed)' for the macOS VM. No new information to add or update.","fact":{"content":"VNC access to the macOS VM is available at localhost:5999 with tigervnc installed for graphical access","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"SSH access to the macOS VM is available at localhost:50922 for command-line access","type":"procedural","confidence":0.95}},{"action":"none","targetMemoryId":"dbdfb383-124a-4463-9d88-bb3e0cc2fa99","confidence":0.95,"reason":"Candidate [3] already documents the exact macOS VM disk storage path (/mnt/work/docker-osx/mac_hdd_ng.img) as part of comprehensive VM setup details","fact":{"content":"The macOS VM disk storage is located at /mnt/work/docker-osx/mac_hdd_ng.img","type":"procedural","confidence":0.95},"targetContent":"a VM on /mnt/work/docker-osx/ - purpose: run macos to enable iMessage integration with clawdbot - container name: macos-sequoia - vnc access: localhost:5999 (tigervnc installed) - ssh access: localhost:50922 - storage: /mnt/work/docker-osx/mac_hdd_ng.img - status: macos installing as of ~9:54am - ne"},{"action":"add","confidence":0.85,"reason":"New infrastructure fact about macOS VM installation status. No existing memories cover macOS VM setup. This is a specific, time-stamped infrastructure detail that should be preserved.","fact":{"content":"The macOS VM was in the process of installing macOS at approximately 9:54am at the time of this documentation","type":"fact","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":2,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":2},"warnings":[]}


id: fc3c93c5-05cc-4942-9ec9-448ff239dd6c
memory_id: 6bd2ff88-7402-40f4-be41-7eee906859a1
job_type: extract
status: completed
leased_at: 2026-02-24T10:23:04.104Z
completed_at: 2026-02-24T10:24:04.139Z
created_at: 2026-02-24T08:02:10.083Z
updated_at: 2026-02-24T10:24:04.139Z
result:
  {"facts":[{"content":"After clawdbot installation, iMessage must be set up and clawdbot must be connected for message handling","type":"procedural","confidence":0.65},{"content":"Default display resolution for clawdbot setup is 1024x768","type":"fact","confidence":0.7},{"content":"Display resolution can be changed via macOS display settings or OVMF configuration files","type":"procedural","confidence":0.75},{"content":"Discord channel configuration in clawdbot is failing with error: 'Failed to resolve Discord application id'","type":"fact","confidence":0.8}],"entities":[{"source":"clawdbot","relationship":"requires_setup_with","target":"iMessage","confidence":0.7},{"source":"clawdbot","relationship":"has_default_resolution","target":"1024x768","confidence":0.75},{"source":"resolution_configuration","relationship":"can_be_changed_via","target":"macOS display settings","confidence":0.75},{"source":"resolution_configuration","relationship":"can_be_changed_via","target":"OVMF files","confidence":0.75},{"source":"clawdbot_discord_channel","relationship":"failing_with_error","target":"Discord application id resolution failure","confidence":0.8}],"proposals":[{"action":"add","confidence":0.65,"reason":"New procedural fact about clawdbot setup requirements. Existing candidates are work logs and completed tasks, not setup procedures. This deserves its own memory as actionable setup knowledge.","fact":{"content":"After clawdbot installation, iMessage must be set up and clawdbot must be connected for message handling","type":"procedural","confidence":0.65}},{"action":"none","confidence":0.95,"reason":"New fact is already covered in candidate [2], which explicitly states: 'default is 1024x768, can change via macos display settings or OVMF files'","fact":{"content":"Default display resolution for clawdbot setup is 1024x768","type":"fact","confidence":0.7}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already contains this exact procedural information: 'default is 1024x768, can change via macos display settings or OVMF files'. The new fact is redundant with existing memory.","fact":{"content":"Display resolution can be changed via macOS display settings or OVMF configuration files","type":"procedural","confidence":0.75}},{"action":"none","confidence":0.95,"reason":"Exact fact already exists in candidate 1 (ID: 9f258f1e-ea5b-45b0-a1b8-107d93815736) under 'discord bot' section, which includes the error message, root cause (MFA setup needed), and solution (fresh token required)","fact":{"content":"Discord channel configuration in clawdbot is failing with error: 'Failed to resolve Discord application id'","type":"fact","confidence":0.8}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":1,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: bdd422be-1701-4b54-97fa-d19334f73d9f
memory_id: c1c5320f-2b06-4f5d-a925-f809264fbb86
job_type: extract
status: completed
leased_at: 2026-02-24T10:24:06.141Z
completed_at: 2026-02-24T10:24:52.698Z
created_at: 2026-02-24T08:02:10.094Z
updated_at: 2026-02-24T10:24:52.698Z
result:
  {"facts":[{"content":"MFA (multi-factor authentication) must be configured on the Discord account to gain access to the Discord developer portal","type":"procedural","confidence":0.9},{"content":"A Discord API token is stored in the project configuration for programmatic API access","type":"semantic","confidence":0.85}],"entities":[{"source":"Discord account","relationship":"requires","target":"MFA configuration","confidence":0.9},{"source":"Discord developer portal","relationship":"access_restricted_to","target":"MFA-enabled Discord account","confidence":0.9},{"source":"project configuration","relationship":"stores","target":"Discord API token","confidence":0.85}],"proposals":[{"action":"update","targetMemoryId":"c1c5320f-2b06-4f5d-a925-f809264fbb86","confidence":0.85,"reason":"New fact directly refines existing memory about Discord MFA setup. The new statement is clearer and more procedurally focused. The existing memory's token reference should be preserved if it's relevant context, but the core requirement is now better articulated.","fact":{"content":"MFA (multi-factor authentication) must be configured on the Discord account to gain access to the Discord developer portal","type":"procedural","confidence":0.9},"targetContent":"to set up MFA on discord account to access developer portal - token in config: MTQ1..."},{"action":"none","confidence":0.85,"reason":"Candidate [3] already captures that Discord tokens are stored in project configuration (mentions 'token in config: MTQ1...'). The new fact is already covered by existing memory about Discord token configuration, though that memory is somewhat terse.","fact":{"content":"A Discord API token is stored in the project configuration for programmatic API access","type":"semantic","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 587f273f-4d7d-4246-b15a-1d5c526ca565
memory_id: d37471d6-16bf-4c36-98d3-367260084ab6
job_type: extract
status: completed
leased_at: 2026-02-24T10:24:54.700Z
completed_at: 2026-02-24T10:25:44.869Z
created_at: 2026-02-24T08:02:10.106Z
updated_at: 2026-02-24T10:25:44.869Z
result:
  {"facts":[{"content":"Enabling MFA on clawdbot requires generating a fresh authentication token for API access","type":"procedural","confidence":0.75},{"content":"A complete Nextcloud Talk channel integration was implemented for clawdbot","type":"decision","confidence":0.9},{"content":"PR #1290 was created on the NicholaiVogel/clawdbot fork to implement the Nextcloud Talk channel integration","type":"fact","confidence":0.9}],"entities":[{"source":"clawdbot","relationship":"integrates-with","target":"Nextcloud Talk","confidence":0.9},{"source":"clawdbot","relationship":"requires-token-refresh-after","target":"MFA enablement","confidence":0.75},{"source":"PR #1290","relationship":"located-in","target":"NicholaiVogel/clawdbot fork","confidence":0.9}],"proposals":[{"action":"update","targetMemoryId":"d37471d6-16bf-4c36-98d3-367260084ab6","confidence":0.85,"reason":"Candidate #2 already captures this fact parenthetically '(needs fresh token once mfa is enabled)'. The new fact makes this procedural requirement explicit and more complete. Merging clarifies the MFA+token relationship and consolidates clawdbot authentication knowledge.","fact":{"content":"Enabling MFA on clawdbot requires generating a fresh authentication token for API access","type":"procedural","confidence":0.75},"targetContent":"(needs fresh token once mfa is enabled) work done --------- clawdbot nextcloud talk integration implemented full nextcloud talk channel integration for clawdbot. created PR #1290 on nicholai's fork (NicholaiVogel/clawdbot)."},{"action":"none","confidence":0.95,"reason":"Candidate 2 already captures this fact: 'full nextcloud talk channel integration for clawdbot. created PR #1290 on nicholai's fork'. The new fact is a restatement of work already documented in memory.","fact":{"content":"A complete Nextcloud Talk channel integration was implemented for clawdbot","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 2 (d37471d6-16bf-4c36-98d3-367260084ab6) already captures this fact: 'created PR #1290 on nicholai's fork (NicholaiVogel/clawdbot)' for Nextcloud Talk integration. New fact is redundant with existing memory.","fact":{"content":"PR #1290 was created on the NicholaiVogel/clawdbot fork to implement the Nextcloud Talk channel integration","type":"fact","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 939cfb57-d47e-41e3-beee-3a2116a9970f
memory_id: 7482c908-3f66-467c-9bd1-e7b6afd133fa
job_type: extract
status: completed
leased_at: 2026-02-24T10:25:46.882Z
completed_at: 2026-02-24T10:27:07.226Z
created_at: 2026-02-24T08:02:10.117Z
updated_at: 2026-02-24T10:27:07.226Z
result:
  {"facts":[{"content":"The Nextcloud Talk integration core implementation is located at `src/nextcloud-talk/` and includes submodules for accounts, monitor, send, signature, types, and format","type":"procedural","confidence":0.95},{"content":"Nextcloud Talk configuration types are defined in `src/config/types.nextcloud-talk.ts`","type":"procedural","confidence":0.95},{"content":"A Nextcloud Talk channel plugin extension is implemented at `extensions/nextcloud-talk/`","type":"procedural","confidence":0.95},{"content":"An onboarding adapter for Nextcloud Talk channels is implemented at `src/channels/plugins/onboarding/nextcloud-talk.ts`","type":"procedural","confidence":0.95},{"content":"A normalization adapter for Nextcloud Talk channels is implemented at `src/channels/plugins/normalize/nextcloud-talk.ts`","type":"procedural","confidence":0.95}],"entities":[{"source":"Nextcloud Talk integration","relationship":"has core implementation at","target":"`src/nextcloud-talk/`","confidence":0.95},{"source":"`src/nextcloud-talk/`","relationship":"includes submodules","target":"accounts, monitor, send, signature, types, format","confidence":0.95},{"source":"Nextcloud Talk","relationship":"has config types defined in","target":"`src/config/types.nextcloud-talk.ts`","confidence":0.95},{"source":"Nextcloud Talk","relationship":"has channel plugin extension at","target":"`extensions/nextcloud-talk/`","confidence":0.95},{"source":"Nextcloud Talk channels","relationship":"have onboarding adapter at","target":"`src/channels/plugins/onboarding/nextcloud-talk.ts`","confidence":0.95},{"source":"Nextcloud Talk channels","relationship":"have normalization adapter at","target":"`src/channels/plugins/normalize/nextcloud-talk.ts`","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [2] already comprehensively covers this fact, explicitly listing `src/nextcloud-talk/` as the core implementation with submodules (accounts, monitor, send, signature, types, format). New fact is redundant.","fact":{"content":"The Nextcloud Talk integration core implementation is located at `src/nextcloud-talk/` and includes submodules for accounts, monitor, send, signature, types, and format","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already explicitly lists `src/config/types.nextcloud-talk.ts` as a created file containing config types. The new fact adds no additional information.","fact":{"content":"Nextcloud Talk configuration types are defined in `src/config/types.nextcloud-talk.ts`","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already well covered by existing candidates. Candidate [2] explicitly lists 'extensions/nextcloud-talk/ - channel plugin extension' and candidates [1] and [3] both describe the rebuild as 'a proper standalone plugin under extensions/nextcloud-talk/'. No new information to add.","fact":{"content":"A Nextcloud Talk channel plugin extension is implemented at `extensions/nextcloud-talk/`","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This procedural fact is already explicitly documented in candidate [2] (fact: files created list includes `src/channels/plugins/onboarding/nextcloud-talk.ts` - onboarding adapter) and referenced in candidate [1] (preferences memory that catalogs the work done). No new information to capture.","fact":{"content":"An onboarding adapter for Nextcloud Talk channels is implemented at `src/channels/plugins/onboarding/nextcloud-talk.ts`","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already comprehensively lists this file as part of the Nextcloud Talk integration: 'src/channels/plugins/normalize/nextcloud-talk.ts - normalize adapter'. The new fact adds no new information beyond what's already documented.","fact":{"content":"A normalization adapter for Nextcloud Talk channels is implemented at `src/channels/plugins/normalize/nextcloud-talk.ts`","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 4be10149-3f33-4c29-967c-e4307aa5b98a
memory_id: eeab82e9-c73c-4a26-9244-1cdddab13305
job_type: extract
status: completed
leased_at: 2026-02-24T10:27:09.228Z
completed_at: 2026-02-24T10:28:20.764Z
created_at: 2026-02-24T08:02:10.128Z
updated_at: 2026-02-24T10:28:20.764Z
result:
  {"facts":[{"content":"The bot API uses a webhook-based architecture implementing Activity Streams 2.0 format","type":"decision","confidence":0.95},{"content":"The bot API implements HMAC-SHA256 signature verification for webhook request authentication","type":"decision","confidence":0.95},{"content":"The bot API is architected with single account design but includes multi-account support capability","type":"decision","confidence":0.9},{"content":"The webhook server listens on port 8788","type":"fact","confidence":0.95},{"content":"CI pipeline passes all format, lint, and build checks","type":"fact","confidence":0.95}],"entities":[{"source":"bot API","relationship":"uses","target":"webhook-based architecture","confidence":0.95},{"source":"bot API","relationship":"implements","target":"Activity Streams 2.0 format","confidence":0.95},{"source":"bot API","relationship":"implements","target":"HMAC-SHA256 signature verification","confidence":0.95},{"source":"webhook server","relationship":"listens on","target":"port 8788","confidence":0.95},{"source":"CI pipeline","relationship":"passes","target":"format/lint/build checks","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already fully covered by existing candidate 2 (fact type), which includes the same webhook-based architecture and Activity Streams 2.0 format detail, plus related implementation specifics (HMAC verification, port 8788, account design). No new information to add.","fact":{"content":"The bot API uses a webhook-based architecture implementing Activity Streams 2.0 format","type":"decision","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"HMAC-SHA256 signature verification is already explicitly documented in both existing candidates. Candidate d44575ff-b04a-4f6c-a569-8ea482fce559 provides richer context including PR history and architectural lessons learned. No new information to add or update.","fact":{"content":"The bot API implements HMAC-SHA256 signature verification for webhook request authentication","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate [2] is a direct match - fact-type memory that explicitly states 'single account design with multi-account support'. New fact adds no new information and is already documented.","fact":{"content":"The bot API is architected with single account design but includes multi-account support capability","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already contains this exact fact as part of its key features list ('webhook server on port 8788'). New fact is fully covered by existing memory.","fact":{"content":"The webhook server listens on port 8788","type":"fact","confidence":0.95}},{"action":"add","confidence":0.92,"reason":"New fact describes current CI status (passing all checks). Existing candidates are procedural documentation (verification steps, commands) or pipeline events, not status updates. This is actionable information about system health.","fact":{"content":"CI pipeline passes all format, lint, and build checks","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 89d26dbc-5e5e-4df0-bec3-d68f3d5233d4
memory_id: 83dd913d-b476-4570-bd39-25b15ac30c0e
job_type: extract
status: completed
leased_at: 2026-02-24T10:28:22.766Z
completed_at: 2026-02-24T10:29:13.303Z
created_at: 2026-02-24T08:02:10.138Z
updated_at: 2026-02-24T10:29:13.303Z
result:
  {"facts":[{"content":"profile.test.ts contains pre-existing test failures in the upstream repo","type":"fact","confidence":0.95},{"content":"Test failures in profile.test.ts are unrelated to nextcloud talk changes","type":"fact","confidence":0.9},{"content":"PR #1290 (https://github.com/clawdbot/clawdbot/pull/1290) was closed without being merged by steipete","type":"fact","confidence":0.95}],"entities":[{"source":"profile.test.ts","relationship":"has","target":"pre-existing test failures","confidence":0.95},{"source":"test failures","relationship":"unrelated to","target":"nextcloud talk changes","confidence":0.9},{"source":"PR #1290","relationship":"closed by","target":"steipete","confidence":0.95},{"source":"PR #1290","relationship":"located at","target":"clawdbot repository","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidates 1 and 2, which explicitly document that profile.test.ts contains pre-existing test failures in the upstream repo unrelated to nextcloud talk changes. Candidate 1 is comprehensive with full context (PR details, update history, takeaways), so no new memory entry or update needed.","fact":{"content":"profile.test.ts contains pre-existing test failures in the upstream repo","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by candidate [2], which explicitly states 'test failures are pre-existing issues in upstream repo (profile.test.ts), unrelated to nextcloud talk changes' along with detailed context about PR #1290 closure and the refactored implementation. No new information to add.","fact":{"content":"Test failures in profile.test.ts are unrelated to nextcloud talk changes","type":"fact","confidence":0.9}},{"action":"none","targetMemoryId":"83dd913d-b476-4570-bd39-25b15ac30c0e","confidence":0.95,"reason":"New fact is already covered by candidate [2], which contains the identical information: 'PR #1290 was closed (not merged) by steipete' with the same URL. No new information to add.","fact":{"content":"PR #1290 (https://github.com/clawdbot/clawdbot/pull/1290) was closed without being merged by steipete","type":"fact","confidence":0.95},"targetContent":"test failures are pre-existing issues in upstream repo (profile.test.ts), unrelated to nextcloud talk changes. PR: https://github.com/clawdbot/clawdbot/pull/1290 update: PR #1290 was closed (not merged) by steipete."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 29e6572a-f8bf-4aba-8811-32d2712e9923
memory_id: 3d4cc264-f6e2-4bed-b527-722bba868e7d
job_type: extract
status: completed
leased_at: 2026-02-24T10:29:15.304Z
completed_at: 2026-02-24T10:30:30.960Z
created_at: 2026-02-24T08:02:10.149Z
updated_at: 2026-02-24T10:30:30.960Z
result:
  {"facts":[{"content":"The Nextcloud Talk implementation was rebuilt as a proper standalone plugin located at `extensions/nextcloud-talk/` with stricter code boundaries","type":"decision","confidence":0.9},{"content":"The rebuilt Nextcloud Talk plugin includes shared channel helpers as part of its implementation","type":"semantic","confidence":0.9},{"content":"The Nextcloud Talk feature was merged into upstream with different architecture than the original implementation","type":"decision","confidence":0.9},{"content":"A thank-you comment was left on the Nextcloud Talk plugin pull request following the successful merge","type":"procedural","confidence":0.85}],"entities":[{"source":"Nextcloud Talk implementation","relationship":"rebuilt as","target":"standalone plugin","confidence":0.9},{"source":"standalone plugin","relationship":"located at","target":"extensions/nextcloud-talk/","confidence":0.9},{"source":"plugin","relationship":"includes","target":"stricter boundaries","confidence":0.9},{"source":"plugin","relationship":"includes","target":"shared channel helpers","confidence":0.9},{"source":"Nextcloud Talk feature","relationship":"merged into","target":"upstream","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this exact fact: 'they rebuilt the implementation as a proper standalone plugin under extensions/nextcloud-talk/ with stricter boundaries'. New fact is redundant with existing memory.","fact":{"content":"The Nextcloud Talk implementation was rebuilt as a proper standalone plugin located at `extensions/nextcloud-talk/` with stricter code boundaries","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already explicitly states the rebuilt Nextcloud Talk plugin includes 'shared channel helpers' as part of its implementation. New fact is redundant with existing memory.","fact":{"content":"The rebuilt Nextcloud Talk plugin includes shared channel helpers as part of its implementation","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is fully covered by existing candidate [1] (ID: d44575ff), which comprehensively documents the Nextcloud Talk feature being merged into upstream with different architecture (as a standalone plugin under extensions/nextcloud-talk/). Candidate [2] provides a concise version of the same information. No new information to capture.","fact":{"content":"The Nextcloud Talk feature was merged into upstream with different architecture than the original implementation","type":"decision","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"New fact about project feedback/social outcome is not covered by existing memories. All candidates focus on technical implementation (git strategy, OpenCode architecture, migrations, models). This represents a distinct project milestone worth preserving separately.","fact":{"content":"A thank-you comment was left on the Nextcloud Talk plugin pull request following the successful merge","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: d6f62bd7-fb2e-4d0b-ac8f-f7934cadc31c
memory_id: dfc7bd9e-8498-4289-babe-851dce9b0c57
job_type: extract
status: completed
leased_at: 2026-02-24T10:30:32.968Z
completed_at: 2026-02-24T10:32:29.487Z
created_at: 2026-02-24T08:02:10.158Z
updated_at: 2026-02-24T10:32:29.487Z
result:
  {"facts":[{"content":"PRs are valuable because they prove user interest and provide working references for the project","type":"rationale","confidence":0.85},{"content":"Explicitly labeling contributions as AI-assisted ('This PR was AI-assisted') does not negatively impact their reception","type":"decision","confidence":0.8},{"content":"The core library should remain lean with features implemented in extensions/ packages instead of the core","type":"decision","confidence":0.9},{"content":"Core should stay lean because features belong in extensions, following a modular architecture pattern","type":"rationale","confidence":0.85},{"content":"Shared helper functions should be reused across packages instead of rolling custom logic per package","type":"decision","confidence":0.85},{"content":"Reusing shared helpers avoids code duplication and reduces maintenance burden compared to custom per-package implementations","type":"rationale","confidence":0.8},{"content":"Catalog and configuration should be dynamically read from package.json instead of hardcoded values","type":"decision","confidence":0.9},{"content":"Dynamic catalog/config reading from package.json is preferred over hardcoding because it avoids brittle maintenance and keeps configuration as source of truth","type":"rationale","confidence":0.85}],"entities":[{"source":"PR contributions","relationship":"proved","target":"user interest","confidence":0.85},{"source":"PR contributions","relationship":"provided","target":"working reference","confidence":0.85},{"source":"AI-assisted transparency","relationship":"did not hurt","target":"reception","confidence":0.8},{"source":"core library","relationship":"should stay","target":"lean","confidence":0.9},{"source":"features","relationship":"belong in","target":"extensions/","confidence":0.9},{"source":"shared helpers","relationship":"preferred over","target":"custom logic","confidence":0.85},{"source":"catalog/config","relationship":"should be","target":"dynamic","confidence":0.9},{"source":"catalog/config","relationship":"should read from","target":"package.json","confidence":0.9}],"proposals":[{"action":"none","confidence":0.92,"reason":"New fact is already comprehensively covered in candidate [3]. Candidate [3] explicitly states 'the PR still mattered - proved interest and provided a working reference', which captures the same core principle. Candidate [3] is more detailed (includes additional context about AI-assisted transparency, lean core, shared helpers, etc.) and doesn't need updating.","fact":{"content":"PRs are valuable because they prove user interest and provide working references for the project","type":"rationale","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"This fact is already captured in candidate [4], which explicitly states: 'ai-assisted transparency (\"This PR was AI-assisted\") didn't hurt reception'. The new fact is a restatement of an existing takeaway, not new information.","fact":{"content":"Explicitly labeling contributions as AI-assisted ('This PR was AI-assisted') does not negatively impact their reception","type":"decision","confidence":0.8}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already captures this principle explicitly: 'core should stay lean, features belong in extensions/' is listed as a key takeaway","fact":{"content":"The core library should remain lean with features implemented in extensions/ packages instead of the core","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already contains the identical principle: 'core should stay lean, features belong in extensions/' - this is the same architectural insight, already documented as a key takeaway","fact":{"content":"Core should stay lean because features belong in extensions, following a modular architecture pattern","type":"rationale","confidence":0.85}},{"action":"none","confidence":0.92,"reason":"Candidate [3] already captures this principle under 'use shared helpers instead of rolling custom logic' as a takeaway from PR work. The new fact is redundant with existing memory.","fact":{"content":"Shared helper functions should be reused across packages instead of rolling custom logic per package","type":"decision","confidence":0.85}},{"action":"update","targetMemoryId":"dfc7bd9e-8498-4289-babe-851dce9b0c57","confidence":0.85,"reason":"New fact provides explicit rationale for the 'use shared helpers instead of rolling custom logic' principle already stated in candidate [5]. Merging strengthens the reasoning with concrete benefits (reduced duplication, lower maintenance burden).","fact":{"content":"Reusing shared helpers avoids code duplication and reduces maintenance burden compared to custom per-package implementations","type":"rationale","confidence":0.8},"targetContent":"takeaways from this: - the PR still mattered - proved interest and provided a working reference - ai-assisted transparency (\"This PR was AI-assisted\") didn't hurt reception - core should stay lean, features belong in extensions/ - use shared helpers instead of rolling custom logic - catalog/config should be dynamic (read from package.json) not hardcoded"},{"action":"add","confidence":0.9,"reason":"New architectural decision about dynamic configuration sourcing from package.json. Existing memories cover specific package.json modifications and project setup, but none capture this design principle. Should be stored as a new design decision.","fact":{"content":"Catalog and configuration should be dynamically read from package.json instead of hardcoded values","type":"decision","confidence":0.9}},{"action":"update","targetMemoryId":"dfc7bd9e-8498-4289-babe-851dce9b0c57","confidence":0.9,"reason":"New fact provides the rationale/principle behind the 'catalog/config should be dynamic' takeaway already in [5]. Merging enriches that memory with explanation of why dynamic config matters (avoids brittle maintenance, keeps configuration as source of truth).","fact":{"content":"Dynamic catalog/config reading from package.json is preferred over hardcoding because it avoids brittle maintenance and keeps configuration as source of truth","type":"rationale","confidence":0.85},"targetContent":"takeaways from this: - the PR still mattered - proved interest and provided a working reference - ai-assisted transparency (\"This PR was AI-assisted\") didn't hurt reception - core should stay lean, features belong in extensions/ - use shared helpers instead of rolling custom logic - catalog/config should be dynamic (read from package.json) not hardcoded"}],"writeMode":"phase-c","writeStats":{"added":1,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 1b67d4d1-9bdf-491e-b72f-83c99db253a9
memory_id: dbbe1d54-8bcf-42da-a520-0ebc012ab2bb
job_type: extract
status: completed
leased_at: 2026-02-24T10:32:31.489Z
completed_at: 2026-02-24T10:33:33.447Z
created_at: 2026-02-24T08:02:10.169Z
updated_at: 2026-02-24T10:33:33.447Z
result:
  {"facts":[{"content":"A research session was conducted to gather installation guidance for SideFX Houdini on Linux systems","type":"procedural","confidence":0.95},{"content":"The user requested to install SideFX Houdini to the /mnt/work/ directory","type":"preference","confidence":0.95},{"content":"Official SideFX Linux installation instructions were fetched and reviewed from SideFX documentation during the research session","type":"procedural","confidence":0.9},{"content":"The user provided a SideFX FAQ link as reference material for the Houdini installation research","type":"fact","confidence":0.85}],"entities":[{"source":"User","relationship":"requested installation path","target":"/mnt/work/","confidence":0.95},{"source":"Research session","relationship":"targeted","target":"SideFX Houdini Linux installation","confidence":0.95},{"source":"Research session","relationship":"sourced from","target":"SideFX official documentation","confidence":0.9},{"source":"User","relationship":"provided","target":"SideFX FAQ link","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate [1] already comprehensively documents this exact procedural fact with extensive detail (research conducted, guidance gathered, tarball requirements, installation paths, session duration, outcomes). New fact is a summary of content already captured.","fact":{"content":"A research session was conducted to gather installation guidance for SideFX Houdini on Linux systems","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already captures this exact preference: 'User requested Houdini to be installed to /mnt/work/ rather than default system location'. The new fact is redundant.","fact":{"content":"The user requested to install SideFX Houdini to the /mnt/work/ directory","type":"preference","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Fact is already well-covered by candidates 3 and 4. Candidate 3 provides comprehensive detail about the SideFX Linux installation research session, including that official documentation was fetched. The new fact adds no novel information beyond what's already documented.","fact":{"content":"Official SideFX Linux installation instructions were fetched and reviewed from SideFX documentation during the research session","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidates [2] and [3] already document that the user provided the SideFX FAQ link during the Houdini Linux installation research session. The new fact is redundant and fully covered by existing memories.","fact":{"content":"The user provided a SideFX FAQ link as reference material for the Houdini installation research","type":"fact","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 060e847a-b18c-4526-9959-6772015d5951
memory_id: d4d455b2-0294-4a3f-96db-1c3fa32f3288
job_type: extract
status: completed
leased_at: 2026-02-24T10:33:35.450Z
completed_at: 2026-02-24T10:34:40.143Z
created_at: 2026-02-24T08:02:10.180Z
updated_at: 2026-02-24T10:34:40.143Z
result:
  {"facts":[{"content":"The installation process is interactive and requires user input for component and licensing selection via installer GUI or terminal prompts","type":"procedural","confidence":0.95},{"content":"The installation process requires sudo privileges to execute","type":"procedural","confidence":0.95},{"content":"The installation tarball must be downloaded manually from sidefx.com before the installer can be run","type":"procedural","confidence":0.95},{"content":"Downloading the installation tarball from sidefx.com requires user authentication (login credentials)","type":"procedural","confidence":0.9}],"entities":[{"source":"installation process","relationship":"requires","target":"sudo privileges","confidence":0.95},{"source":"installation process","relationship":"requires","target":"interactive component/licensing selection","confidence":0.95},{"source":"installation tarball","relationship":"must be downloaded from","target":"sidefx.com","confidence":0.95},{"source":"sidefx.com","relationship":"requires","target":"user authentication","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] (d4d455b2-0294-4a3f-96db-1c3fa32f3288) already contains the identical fact: 'The installation process is interactive (requires sudo and component/licensing selection via installer GUI or terminal prompts)'. Candidate [1] also covers this information comprehensively. Adding would create redundancy.","fact":{"content":"The installation process is interactive and requires user input for component and licensing selection via installer GUI or terminal prompts","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.92,"reason":"New fact is generic and unspecified ('the installation process'). Existing candidate 2 is Houdini-specific. Without clarification on which installation this refers to, it should be stored as a separate procedural note. May relate to Signet installation or a different tool entirely.","fact":{"content":"The installation process requires sudo privileges to execute","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by candidates [1] and [3], which both explicitly document that the installation tarball must be downloaded manually from sidefx.com with authentication required. No additional value in creating duplicate memory.","fact":{"content":"The installation tarball must be downloaded manually from sidefx.com before the installer can be run","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidates [1] and [3] already contain identical information: 'Installation tarball must be downloaded manually from sidefx.com (requires authentication)'. Candidate [3] is a near-exact duplicate of the new fact. No new information is being added.","fact":{"content":"Downloading the installation tarball from sidefx.com requires user authentication (login credentials)","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 762153a5-2a5e-4b16-839d-24f823aa434b
memory_id: 4f7c4cb9-469d-4542-b66a-99c4a84d52b9
job_type: extract
status: completed
leased_at: 2026-02-24T10:34:42.145Z
completed_at: 2026-02-24T10:35:52.419Z
created_at: 2026-02-24T08:02:10.190Z
updated_at: 2026-02-24T10:35:52.419Z
result:
  {"facts":[{"content":"Default Houdini 21.0 installation creates a symlink at /opt/hfs21.0","type":"fact","confidence":0.95},{"content":"The Houdini 21.0 launcher is located at /opt/hfs/21.0/houdini_setup","type":"fact","confidence":0.95},{"content":"Installer files should not be placed in /root directory during Houdini installation to avoid permission errors","type":"procedural","confidence":0.9},{"content":"Placing Houdini installer files in /root directory causes permission errors during installation","type":"rationale","confidence":0.85},{"content":"No actual Houdini installation was performed during this session","type":"fact","confidence":0.95}],"entities":[{"source":"Houdini 21.0 default installation","relationship":"creates","target":"symlink at /opt/hfs21.0","confidence":0.95},{"source":"Houdini 21.0","relationship":"has launcher at","target":"/opt/hfs/21.0/houdini_setup","confidence":0.95},{"source":"installer file in /root","relationship":"causes","target":"permission errors","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Fact already covered by candidate [5] which explicitly states 'Default installation creates symlink at /opt/hfs21.0' and is also included in the comprehensive note [2]. No new information to add.","fact":{"content":"Default Houdini 21.0 installation creates a symlink at /opt/hfs21.0","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Fact is already comprehensively covered by existing memories. Candidate [4] is an exact match (same launcher path and location detail). Candidate [2] is a detailed research brief that includes this same information as part of the Houdini installation documentation findings. No new information to add.","fact":{"content":"The Houdini 21.0 launcher is located at /opt/hfs/21.0/houdini_setup","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Fact is already explicitly covered by candidate [3] which states the same procedural knowledge about /root directory placement causing permission errors. Candidate [4] also includes this detail.","fact":{"content":"Installer files should not be placed in /root directory during Houdini installation to avoid permission errors","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Fact is already comprehensively covered by candidates [3] and [4], which directly state the exact issue: placing Houdini installer in /root causes permission errors. No new information to capture.","fact":{"content":"Placing Houdini installer files in /root directory causes permission errors during installation","type":"rationale","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Existing candidate [1] already explicitly documents this fact: 'No actual installation was performed during session.' The new fact is redundant and fully covered by the existing memory record about the Houdini research session.","fact":{"content":"No actual Houdini installation was performed during this session","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: a2d72247-75d8-4e6f-84bf-8671c5a00b90
memory_id: 03e1e5b8-4d46-4fdf-9689-f1cfd6c89563
job_type: extract
status: completed
leased_at: 2026-02-24T10:35:54.421Z
completed_at: 2026-02-24T10:36:46.181Z
created_at: 2026-02-24T08:02:10.200Z
updated_at: 2026-02-24T10:36:46.181Z
result:
  {"facts":[{"content":"User introduced the agent-browser skill at the end of the session","type":"procedural","confidence":0.95},{"content":"The agent-browser skill was not executed during the session","type":"fact","confidence":0.95},{"content":"The session duration was approximately 3 minutes","type":"fact","confidence":0.95}],"entities":[{"source":"User","relationship":"introduced","target":"agent-browser skill","confidence":0.95},{"source":"agent-browser skill","relationship":"execution_status","target":"not executed","confidence":0.95},{"source":"session","relationship":"duration","target":"~3 minutes","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this exact fact: 'User introduced agent-browser skill at session end but did not execute it.' New fact adds no additional information.","fact":{"content":"User introduced the agent-browser skill at the end of the session","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Fact is already captured by existing memories [3] and [5], which explicitly state that agent-browser was mentioned/introduced but not executed during the session.","fact":{"content":"The agent-browser skill was not executed during the session","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [4] already contains this exact fact: 'Session duration: ~3 minutes.' The new fact is fully covered by existing memory with additional context.","fact":{"content":"The session duration was approximately 3 minutes","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 3ea5ac7f-8381-4fac-bdae-0a640d666700
memory_id: 67ee2d24-a0d0-4f1f-a985-26c76cc84796
job_type: extract
status: completed
leased_at: 2026-02-24T10:36:48.182Z
completed_at: 2026-02-24T10:37:43.719Z
created_at: 2026-02-24T08:02:10.211Z
updated_at: 2026-02-24T10:37:43.719Z
result:
  {"facts":[{"content":"A session was initiated to deliver detailed plans for implementing automated changelog generation and public roadmap visibility for Signet","type":"procedural","confidence":0.9},{"content":"Signet's implementation roadmap includes automated changelog generation as a priority feature","type":"fact","confidence":0.85},{"content":"Signet's implementation roadmap includes public roadmap visibility as a priority feature","type":"fact","confidence":0.85}],"entities":[{"source":"Session","relationship":"focused-on","target":"Changelog + Public Roadmap Implementation","confidence":0.9},{"source":"Implementation scope","relationship":"includes","target":"automated changelog generation","confidence":0.85},{"source":"Implementation scope","relationship":"includes","target":"public roadmap visibility","confidence":0.85},{"source":"Implementation","relationship":"targets","target":"Signet","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate #3 (ID: 67ee2d24-a0d0-4f1f-a985-26c76cc84796) already captures this exact fact: 'Changelog + Public Roadmap Implementation Session began with detailed plan delivery for implementing automated changelog generation and public roadmap visibility for Signet.' The new fact is semantically identical and adds no new information.","fact":{"content":"A session was initiated to deliver detailed plans for implementing automated changelog generation and public roadmap visibility for Signet","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by candidate 1 (session about automated changelog generation and public roadmap visibility) and refined by candidates 2-4 (implementation details). No new information to add.","fact":{"content":"Signet's implementation roadmap includes automated changelog generation as a priority feature","type":"fact","confidence":0.85}},{"action":"none","confidence":0.9,"reason":"Candidate [3] already documents public roadmap visibility as part of Signet's implementation work within a dedicated session. Candidate [4] further specifies it as one of five core tasks. The new fact that it's a 'priority feature' is already implied by its inclusion in the roadmap implementation plan.","fact":{"content":"Signet's implementation roadmap includes public roadmap visibility as a priority feature","type":"fact","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: b9df6dfe-f75a-46f6-af87-5d02f83fba89
memory_id: a5b1cb3a-4a18-489a-ba8f-3138dff92251
job_type: extract
status: completed
leased_at: 2026-02-24T10:37:45.731Z
completed_at: 2026-02-24T10:39:30.421Z
created_at: 2026-02-24T08:02:10.221Z
updated_at: 2026-02-24T10:39:30.421Z
result:
  {"facts":[{"content":"A multi-phase implementation plan has been defined consisting of five sequential tasks for changelog and release infrastructure","type":"decision","confidence":0.95},{"content":"The plan includes creating a changelog script as Task 1","type":"procedural","confidence":0.95},{"content":"The plan includes modifying the CI workflow as Task 2","type":"procedural","confidence":0.95},{"content":"The plan includes creating a roadmap file as Task 3","type":"procedural","confidence":0.95},{"content":"The plan includes bootstrapping the changelog with historical releases as Task 4","type":"procedural","confidence":0.95},{"content":"The plan includes adding an npm script as Task 5","type":"procedural","confidence":0.95}],"entities":[{"source":"plan","relationship":"includes","target":"changelog script creation","confidence":0.95},{"source":"plan","relationship":"includes","target":"CI workflow modification","confidence":0.95},{"source":"plan","relationship":"includes","target":"roadmap file creation","confidence":0.95},{"source":"plan","relationship":"includes","target":"historical releases bootstrap","confidence":0.95},{"source":"plan","relationship":"includes","target":"npm script addition","confidence":0.95}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate [3] already comprehensively documents the five-task changelog and release infrastructure plan: changelog script, CI workflow modification, roadmap file, historical bootstrap, and npm script addition. The new fact is a high-level summary that is fully subsumed by existing memory.","fact":{"content":"A multi-phase implementation plan has been defined consisting of five sequential tasks for changelog and release infrastructure","type":"decision","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate 2 (a5b1cb3a-4a18-489a-ba8f-3138dff92251) already captures that the plan includes creating a changelog script, listed first in the sequence of five tasks. The new fact that it's specifically 'Task 1' is implicit in that ordering and adds no substantive new information.","fact":{"content":"The plan includes creating a changelog script as Task 1","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already explicitly lists 'modifying CI workflow' as one of the five planned tasks. Candidate [4] details what that modification does. The new fact adds only the task number designation (Task 2), which is a minor detail already implied in the existing plan context.","fact":{"content":"The plan includes modifying the CI workflow as Task 2","type":"procedural","confidence":0.95}},{"action":"update","targetMemoryId":"a5b1cb3a-4a18-489a-ba8f-3138dff92251","confidence":0.85,"reason":"New fact provides explicit task numbering (Task 3) for roadmap file creation. Candidate [3] lists roadmap file as one of five tasks but doesn't show explicit numbering. Updating adds precision without contradicting existing content.","fact":{"content":"The plan includes creating a roadmap file as Task 3","type":"procedural","confidence":0.95},"targetContent":"The plan spans five tasks: creating a changelog script, modifying CI workflow, creating roadmap file, bootstrapping changelog with historical releases, and adding npm script."},{"action":"none","targetMemoryId":"a5b1cb3a-4a18-489a-ba8f-3138dff92251","confidence":0.95,"reason":"Candidate [3] already comprehensively lists all five tasks including 'bootstrapping changelog with historical releases' as Task 4. New fact adds no additional information beyond what's already captured in the existing memory.","fact":{"content":"The plan includes bootstrapping the changelog with historical releases as Task 4","type":"procedural","confidence":0.95},"targetContent":"The plan spans five tasks: creating a changelog script, modifying CI workflow, creating roadmap file, bootstrapping changelog with historical releases, and adding npm script."},{"action":"update","targetMemoryId":"a5b1cb3a-4a18-489a-ba8f-3138dff92251","confidence":0.9,"reason":"New fact specifies that npm script is Task 5, adding precision to existing memory about the five-task plan that already mentions 'adding npm script'. Merge by noting explicit task position.","fact":{"content":"The plan includes adding an npm script as Task 5","type":"procedural","confidence":0.95},"targetContent":"The plan spans five tasks: creating a changelog script, modifying CI workflow, creating roadmap file, bootstrapping changelog with historical releases, and adding npm script."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 05f4ab57-b899-44b1-b644-7ae87e15a941
memory_id: 539c6e0c-a01d-4135-b85f-76a5ba599c0d
job_type: extract
status: completed
leased_at: 2026-02-24T10:39:32.422Z
completed_at: 2026-02-24T10:41:00.973Z
created_at: 2026-02-24T08:02:10.250Z
updated_at: 2026-02-24T10:41:00.973Z
result:
  {"facts":[{"content":"The changelog script parses conventional commits between git tags","type":"procedural","confidence":0.95},{"content":"The changelog script groups commits by type: Features, Bug Fixes, Performance, Refactoring, and Docs","type":"procedural","confidence":0.95},{"content":"The changelog script omits chore, ci, test, and style type commits from the generated output","type":"procedural","confidence":0.95},{"content":"The changelog script implementation follows patterns from the existing version-sync.ts script","type":"decision","confidence":0.9},{"content":"The changelog script uses execSync and fs utilities for git operations and file I/O","type":"procedural","confidence":0.95},{"content":"The changelog script is implemented with strict TypeScript discipline (no any types, explicit return types, etc.)","type":"decision","confidence":0.9}],"entities":[{"source":"changelog script","relationship":"parses","target":"conventional commits","confidence":0.95},{"source":"changelog script","relationship":"groups by type","target":"Features, Bug Fixes, Performance, Refactoring, Docs","confidence":0.95},{"source":"changelog script","relationship":"omits","target":"chore/ci/test/style commits","confidence":0.95},{"source":"changelog script","relationship":"follows patterns from","target":"version-sync.ts","confidence":0.9},{"source":"changelog script","relationship":"uses","target":"execSync","confidence":0.95},{"source":"changelog script","relationship":"uses","target":"fs utilities","confidence":0.95},{"source":"changelog script","relationship":"uses","target":"strict TypeScript","confidence":0.9}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate [3] already documents the changelog script requirement to parse conventional commits between git tags. The new fact confirms this requirement is being/has been implemented, but is fully covered by existing memory.","fact":{"content":"The changelog script parses conventional commits between git tags","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [3] already documents the exact same changelog grouping strategy (Features, Bug Fixes, Performance, Refactoring, Docs) with additional context about parsing, omitting commit types, and following existing patterns. New fact adds no novel information.","fact":{"content":"The changelog script groups commits by type: Features, Bug Fixes, Performance, Refactoring, and Docs","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already documents this exact behavior: 'omit chore/ci/test/style commits.' The new fact confirms the specification that was already captured.","fact":{"content":"The changelog script omits chore, ci, test, and style type commits from the generated output","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already explicitly states the changelog script 'follows patterns from existing `version-sync.ts` script using execSync and fs utilities with strict TypeScript.' New fact is fully covered.","fact":{"content":"The changelog script implementation follows patterns from the existing version-sync.ts script","type":"decision","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Candidate [3] already captures this implementation detail, explicitly stating 'using execSync and fs utilities with strict TypeScript' as part of the changelog script specification. The new fact is redundant.","fact":{"content":"The changelog script uses execSync and fs utilities for git operations and file I/O","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"Candidate [3] already captures this fact: 'It follows patterns from existing `version-sync.ts` script using execSync and fs utilities with strict TypeScript.' The new fact about TypeScript discipline is already incorporated in the existing memory.","fact":{"content":"The changelog script is implemented with strict TypeScript discipline (no any types, explicit return types, etc.)","type":"decision","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: ba713756-9f98-44e2-9b96-7d259df3e7a9
memory_id: 4d576b11-194e-406f-a0fa-b2d7615bbbec
job_type: extract
status: completed
leased_at: 2026-02-24T10:41:02.975Z
completed_at: 2026-02-24T10:42:13.280Z
created_at: 2026-02-24T08:02:10.261Z
updated_at: 2026-02-24T10:42:13.280Z
result:
  {"facts":[{"content":"A roadmap file is maintained to track current development focus, planned features, exploring ideas, and recently shipped releases","type":"procedural","confidence":0.95},{"content":"The current development focus tracked in the roadmap is 0.2.x procedural memory work","type":"fact","confidence":0.9},{"content":"The planned development roadmap for 0.3.x includes wallet authentication","type":"fact","confidence":0.9},{"content":"CHANGELOG.md is manually bootstrapped with historical releases from version 0.1.70 through 0.1.80 to establish initial content before CI automation","type":"procedural","confidence":0.9}],"entities":[{"source":"roadmap file","relationship":"tracks","target":"0.2.x procedural memory work","confidence":0.9},{"source":"roadmap file","relationship":"tracks","target":"0.3.x wallet authentication","confidence":0.9},{"source":"CHANGELOG.md","relationship":"bootstrapped_with","target":"historical releases 0.1.70-0.1.80","confidence":0.9},{"source":"CHANGELOG.md","relationship":"precedes","target":"CI automation","confidence":0.85}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate 3 (4d576b11-194e-406f-a0fa-b2d7615bbbec) already comprehensively describes the roadmap file structure and contents: tracking current focus, planned items, exploring ideas, and recently shipped releases. The new fact is a summary restatement of information already captured in that memory.","fact":{"content":"A roadmap file is maintained to track current development focus, planned features, exploring ideas, and recently shipped releases","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"Candidate [4] already captures this fact: 'Roadmap file will track current focus (0.2.x procedural memory work)...'. The new fact restates the same information without adding new details.","fact":{"content":"The current development focus tracked in the roadmap is 0.2.x procedural memory work","type":"fact","confidence":0.9}},{"action":"update","targetMemoryId":"52ca4eb1-709d-4af1-8ea3-ae5acfd46134","confidence":0.85,"reason":"New fact provides roadmap context (0.3.x) for the wallet authentication architecture already documented in the technical notes. Merging adds version-specific planning details to the existing technical reference.","fact":{"content":"The planned development roadmap for 0.3.x includes wallet authentication","type":"fact","confidence":0.9},"targetContent":"## Technical Notes\n\n- Uses ERC-8128 for wallet-based auth (no tokens/sessions)\n- Database is SQLite, source of truth\n- Markdown files are generated projections\n- Hybrid search: vector + BM25 (α=0.7 default)\n- Conflict resolution: Last-Write-Wins with vector clocks"},{"action":"none","confidence":0.95,"reason":"Candidate [3] already contains this exact information: 'CHANGELOG.md gets bootstrapped with historical releases 0.1.70-0.1.80 to seed the file before CI automation takes over.' The new fact is redundant and already covered.","fact":{"content":"CHANGELOG.md is manually bootstrapped with historical releases from version 0.1.70 through 0.1.80 to establish initial content before CI automation","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 9e81a7c2-4a88-4242-9e67-b1dbe61bc60c
memory_id: d505afb4-a80f-4a32-bfec-81ef307ce372
job_type: extract
status: completed
leased_at: 2026-02-24T10:42:15.282Z
completed_at: 2026-02-24T10:43:06.672Z
created_at: 2026-02-24T08:02:10.271Z
updated_at: 2026-02-24T10:43:06.672Z
result:
  {"facts":[{"content":"The CI workflow was modified to automatically generate a changelog during the release process","type":"decision","confidence":0.9},{"content":"The generated CHANGELOG.md file is appended to the release commit alongside version bumps","type":"procedural","confidence":0.9},{"content":"Changelog generation is integrated into the release commit workflow to document version changes","type":"semantic","confidence":0.85}],"entities":[{"source":"CI workflow","relationship":"modified to include","target":"changelog generation","confidence":0.9},{"source":"release process","relationship":"includes","target":"changelog generation","confidence":0.9},{"source":"release commit","relationship":"appends","target":"CHANGELOG.md","confidence":0.9},{"source":"CHANGELOG.md","relationship":"occurs alongside","target":"version bumps","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this fact: 'CI workflow modification adds changelog generation to release process, appending CHANGELOG.md to the release commit alongside version bumps.' The new fact contains no additional detail and is fully covered by existing memory.","fact":{"content":"The CI workflow was modified to automatically generate a changelog during the release process","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this procedural fact: 'CI workflow modification adds changelog generation to release process, appending CHANGELOG.md to the release commit alongside version bumps.' The new fact is a restatement of the same knowledge.","fact":{"content":"The generated CHANGELOG.md file is appended to the release commit alongside version bumps","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"New fact is already well-covered by existing candidates [2] and [4]. Candidate [4] specifically states 'CI workflow modification adds changelog generation to release process, appending CHANGELOG.md to the release commit alongside version bumps.' Candidate [2] also mentions 'generates changelogs' as part of the automatic workflow. No new information to capture.","fact":{"content":"Changelog generation is integrated into the release commit workflow to document version changes","type":"semantic","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: d11033b6-5c56-4707-bf43-50f0027e27c1
memory_id: 4b58d147-2f72-418e-a559-b20e4b2f8c04
job_type: extract
status: completed
leased_at: 2026-02-24T10:43:08.674Z
completed_at: 2026-02-24T10:43:52.570Z
created_at: 2026-02-24T08:02:10.282Z
updated_at: 2026-02-24T10:43:52.570Z
result:
  {"facts":[{"content":"The implementation strategy parallelizes work into two concurrent tracks: (1) changelog script generation + bootstrap, and (2) roadmap creation","type":"decision","confidence":0.9},{"content":"Workflow modifications and package.json modifications are scheduled as quick follow-up tasks to be executed after the parallel work tracks complete","type":"procedural","confidence":0.85}],"entities":[{"source":"implementation strategy","relationship":"parallelizes","target":"changelog script generation","confidence":0.9},{"source":"implementation strategy","relationship":"parallelizes","target":"bootstrap","confidence":0.9},{"source":"implementation strategy","relationship":"parallelizes","target":"roadmap creation","confidence":0.9},{"source":"workflow modifications","relationship":"scheduled as follow-up","target":"parallel work tracks","confidence":0.85},{"source":"package.json modifications","relationship":"scheduled as follow-up","target":"parallel work tracks","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate #4 already captures this exact implementation strategy: 'parallelizing work: changelog script + bootstrap vs roadmap creation'. The new fact is redundant and well-covered by existing memory.","fact":{"content":"The implementation strategy parallelizes work into two concurrent tracks: (1) changelog script generation + bootstrap, and (2) roadmap creation","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact scheduling strategy: 'workflow and package.json modifications as quick follow-ups' after parallel work tracks. New fact is redundant and less detailed.","fact":{"content":"Workflow modifications and package.json modifications are scheduled as quick follow-up tasks to be executed after the parallel work tracks complete","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 07f227cf-b3e4-41d6-b1e3-39f526c62c01
memory_id: 9153b1dd-e88a-43cb-9401-810557978939
job_type: extract
status: completed
leased_at: 2026-02-24T10:43:54.573Z
completed_at: 2026-02-24T10:44:39.645Z
created_at: 2026-02-24T08:02:10.294Z
updated_at: 2026-02-24T10:44:39.645Z
result:
  {"facts":[{"content":"The dashboard app-sidebar component was updated","type":"procedural","confidence":0.95},{"content":"The dashboard app-sidebar component update was completed as part of the scheduler worker integration effort","type":"procedural","confidence":0.9}],"entities":[{"source":"dashboard app-sidebar component","relationship":"updated as part of","target":"scheduler worker integration","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] already documents this update with additional context (scheduler worker integration). New fact is subsumed by existing memory.","fact":{"content":"The dashboard app-sidebar component was updated","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"Candidate [2] already captures this fact: 'The dashboard app-sidebar component was updated as part of scheduler worker integration'. The new fact adds only the word 'completed' as emphasis, which is implicit in the past-tense 'was updated'. No additional information is provided.","fact":{"content":"The dashboard app-sidebar component update was completed as part of the scheduler worker integration effort","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: bb1978b9-cac0-4f53-b7c1-d3cf46f25e9d
memory_id: 55f6a8e4-f69e-4b27-a5df-645c08d1154d
job_type: extract
status: completed
leased_at: 2026-02-24T10:44:41.648Z
completed_at: 2026-02-24T10:45:53.179Z
created_at: 2026-02-24T08:02:10.304Z
updated_at: 2026-02-24T10:45:53.179Z
result:
  {"facts":[{"content":"The shadcn-installer agent was directed to run `npx shadcn-svelte@next add switch textarea` in the dashboard directory with default prompt acceptance enabled","type":"procedural","confidence":0.95},{"content":"The shadcn-svelte installation immediately failed with a model configuration error displaying the message 'There's an issue with the selected model (inherit)'","type":"fact","confidence":0.95},{"content":"The model configuration error indicates the selected model was set to 'inherit' rather than being explicitly specified","type":"fact","confidence":0.9}],"entities":[{"source":"team-lead","relationship":"directs","target":"shadcn-installer agent","confidence":0.95},{"source":"shadcn-installer agent","relationship":"executes","target":"npx shadcn-svelte@next add command","confidence":0.95},{"source":"command","relationship":"targets","target":"dashboard directory","confidence":0.95},{"source":"command","relationship":"installs","target":"switch and textarea components","confidence":0.95},{"source":"installation","relationship":"encounters","target":"model configuration error","confidence":0.95},{"source":"error","relationship":"references","target":"inherit model setting","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact directive: 'The team-lead directed the shadcn-installer agent to run `npx shadcn-svelte@next add switch textarea` in the dashboard directory with default prompt acceptance.' The new fact is a procedural restatement of information already documented in the issue memory.","fact":{"content":"The shadcn-installer agent was directed to run `npx shadcn-svelte@next add switch textarea` in the dashboard directory with default prompt acceptance enabled","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate ID 55f6a8e4 already captures this exact event in detail: shadcn-svelte installation failure with the identical error message '(inherit)' model configuration error. The new fact is a subset of the existing memory and adds no new information.","fact":{"content":"The shadcn-svelte installation immediately failed with a model configuration error displaying the message 'There's an issue with the selected model (inherit)'","type":"fact","confidence":0.95}},{"action":"update","targetMemoryId":"2a8cc8a2-2c07-475d-81a2-c6e38cbae571","confidence":0.85,"reason":"New fact provides the root cause of the model configuration issue (model set to 'inherit' instead of explicit specification). Updates the general fact about the configuration issue to include the specific technical cause, making it more actionable and complete.","fact":{"content":"The model configuration error indicates the selected model was set to 'inherit' rather than being explicitly specified","type":"fact","confidence":0.9},"targetContent":"A model configuration issue exists that prevents agent automatic task execution"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 33816bea-d36a-408d-a480-5c7f8eba3ec8
memory_id: bf71a0d2-67e2-4af2-820e-13d3a24ce73d
job_type: extract
status: completed
leased_at: 2026-02-24T10:45:55.180Z
completed_at: 2026-02-24T10:46:58.287Z
created_at: 2026-02-24T08:02:10.314Z
updated_at: 2026-02-24T10:46:58.287Z
result:
  {"facts":[{"content":"A model error prevented an agent from completing an installation task","type":"fact","confidence":0.6},{"content":"A team-lead issued a shutdown request after the agent failed to complete the installation","type":"procedural","confidence":0.7},{"content":"The same model error that blocked installation task completion also prevented processing of the shutdown response, creating a cascading failure","type":"fact","confidence":0.7}],"entities":[{"source":"agent","relationship":"prevented from completing","target":"installation task","confidence":0.65},{"source":"model error","relationship":"blocks","target":"agent task completion","confidence":0.7},{"source":"team-lead","relationship":"issued","target":"shutdown request","confidence":0.85},{"source":"model error","relationship":"prevents processing of","target":"shutdown response","confidence":0.7}],"proposals":[{"action":"none","confidence":0.85,"reason":"Candidate 3 (bf71a0d2-67e2-4af2-820e-13d3a24ce73d) already covers this exact scenario: 'This prevented the agent from completing the installation task.' The new fact is a generic restatement of information already captured in the existing issue record.","fact":{"content":"A model error prevented an agent from completing an installation task","type":"fact","confidence":0.6}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already covers this incident in detail: it documents that an agent failed to complete installation, a team-lead issued a shutdown request, and notes the downstream issue with shutdown response processing. The new fact is a subset of what's already captured.","fact":{"content":"A team-lead issued a shutdown request after the agent failed to complete the installation","type":"procedural","confidence":0.7}},{"action":"none","confidence":0.9,"reason":"Existing candidate [4] already captures this exact cascading failure scenario: model error blocking installation completion → shutdown request issued → same model error preventing shutdown response processing. The new fact reiterates the same causal chain without adding substantive new information.","fact":{"content":"The same model error that blocked installation task completion also prevented processing of the shutdown response, creating a cascading failure","type":"fact","confidence":0.7}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 048ded9b-9349-481b-9407-669b87f4eb38
memory_id: b1ca5e6f-78c6-419a-8037-8b79fe3b225a
job_type: extract
status: completed
leased_at: 2026-02-24T10:47:00.290Z
completed_at: 2026-02-24T10:49:31.277Z
created_at: 2026-02-24T08:02:10.332Z
updated_at: 2026-02-24T10:49:31.277Z
result:
  {"facts":[{"content":"Signet CLI v0.1.2 fixed daemon path resolution for the published package by correctly resolving to dist/daemon.js","type":"procedural","confidence":0.95},{"content":"Signet CLI v0.1.3 fixed bun detection by using spawnSync instead of the incorrect spawn.sync method","type":"procedural","confidence":0.95},{"content":"Signet CLI v0.1.4 replaced emoji characters with [text] icon representations for better terminal compatibility","type":"procedural","confidence":0.95},{"content":"Signet CLI v0.1.4 added graceful Ctrl+C handling for improved user experience on interrupt signals","type":"procedural","confidence":0.95},{"content":"Signet CLI v0.1.5 added pip install functionality to automatically install Python dependencies (PyYAML, zvec)","type":"procedural","confidence":0.95},{"content":"Signet CLI v0.1.6 implemented automatic memory schema initialization in the daemon on startup","type":"procedural","confidence":0.95},{"content":"Signet CLI v0.1.6 added remember and recall skills as available user-facing functionality","type":"procedural","confidence":0.95},{"content":"Signet CLI v0.1.7 loads existing config values as defaults when the user reconfigures settings","type":"procedural","confidence":0.95},{"content":"Signet CLI v0.1.9 creates Python virtual environment at ~/.agents/.venv for isolated Python dependency management","type":"procedural","confidence":0.95},{"content":"Signet CLI v0.1.11 includes a .gitignore template that excludes .venv, .daemon, and __pycache__ directories","type":"procedural","confidence":0.95}],"entities":[{"source":"Signet CLI v0.1.2","relationship":"fixed","target":"daemon path resolution","confidence":0.95},{"source":"Signet CLI v0.1.3","relationship":"fixed","target":"bun detection","confidence":0.95},{"source":"Signet CLI v0.1.4","relationship":"replaced","target":"emojis with text icons","confidence":0.95},{"source":"Signet CLI v0.1.4","relationship":"added","target":"graceful Ctrl+C handling","confidence":0.95},{"source":"Signet CLI v0.1.5","relationship":"added","target":"pip install for Python deps","confidence":0.95},{"source":"Signet CLI v0.1.6","relationship":"auto-initializes","target":"memory schema","confidence":0.95},{"source":"Signet CLI v0.1.6","relationship":"added","target":"remember/recall skills","confidence":0.95},{"source":"Signet CLI v0.1.7","relationship":"loads","target":"existing config as defaults","confidence":0.95},{"source":"Signet CLI v0.1.9","relationship":"creates","target":"venv at ~/.agents/.venv","confidence":0.95},{"source":"Signet CLI v0.1.11","relationship":"includes","target":".gitignore template","confidence":0.95},{"source":".gitignore template","relationship":"ignores","target":".venv directory","confidence":0.95},{"source":".gitignore template","relationship":"ignores","target":".daemon directory","confidence":0.95},{"source":".gitignore template","relationship":"ignores","target":"__pycache__ directory","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Both candidates already contain the exact same information: 'v0.1.2: Fixed daemon path resolution for published package (dist/daemon.js)'. The new fact is fully covered by existing comprehensive fix list.","fact":{"content":"Signet CLI v0.1.2 fixed daemon path resolution for the published package by correctly resolving to dist/daemon.js","type":"procedural","confidence":0.95}},{"action":"none","confidence":1,"reason":"Both existing candidates (b1ca5e6f and c908375f) already document the v0.1.3 bun detection fix using spawnSync. The new fact is identical to existing memory content.","fact":{"content":"Signet CLI v0.1.3 fixed bun detection by using spawnSync instead of the incorrect spawn.sync method","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already captured in both existing candidates under v0.1.4 entry ('Replaced emojis with `[text]` icons, handle Ctrl+C gracefully'). No new information to add or update.","fact":{"content":"Signet CLI v0.1.4 replaced emoji characters with [text] icon representations for better terminal compatibility","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.85,"reason":"New fact describes graceful Ctrl+C signal handling, distinct from existing candidate which addresses menu rendering/output pollution issues. Both are CLI UX improvements but solve different problems and should be tracked separately.","fact":{"content":"Signet CLI v0.1.4 added graceful Ctrl+C handling for improved user experience on interrupt signals","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by existing candidates [1] and [2], which both contain the exact entry: '**v0.1.5**: Added pip install for Python deps (PyYAML, zvec)'","fact":{"content":"Signet CLI v0.1.5 added pip install functionality to automatically install Python dependencies (PyYAML, zvec)","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already documents this exact change: 'v0.1.6: Auto-init memory schema in daemon, added remember/recall skills'. New fact adds no additional information.","fact":{"content":"Signet CLI v0.1.6 implemented automatic memory schema initialization in the daemon on startup","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Existing memory (candidate 2) already documents /remember and /recall as user-facing features available during the CONVERSATION stage of the memory loop. The new fact adds only a version identifier (v0.1.6) which is a minor detail; the core procedural knowledge is already captured.","fact":{"content":"Signet CLI v0.1.6 added remember and recall skills as available user-facing functionality","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.92,"reason":"New procedural fact about CLI config UX behavior (preserving existing values as defaults during reconfiguration). Not covered by existing memories, which focus on configuration options, architecture, and Discord token setup—not CLI input handling patterns.","fact":{"content":"Signet CLI v0.1.7 loads existing config values as defaults when the user reconfigures settings","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Exact match found in candidate [1]: v0.1.9 fix already documents venv creation at ~/.agents/.venv for Python deps. New fact is redundant with existing memory.","fact":{"content":"Signet CLI v0.1.9 creates Python virtual environment at ~/.agents/.venv for isolated Python dependency management","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Existing candidate [1] already contains this fact in more complete form (includes sqlite journals in addition to .venv, .daemon, __pycache__). New fact is a subset of existing memory.","fact":{"content":"Signet CLI v0.1.11 includes a .gitignore template that excludes .venv, .daemon, and __pycache__ directories","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":2,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":2},"warnings":[]}


