# memory_jobs

id: e835f6c6-07ea-4223-9012-af991abddaf4
memory_id: 02c0c21c-ed93-4277-83c2-290100612485
job_type: extract
status: completed
leased_at: 2026-02-27T17:59:31.283Z
completed_at: 2026-02-27T18:01:13.672Z
created_at: 2026-02-27T17:47:52.428Z
updated_at: 2026-02-27T18:01:13.672Z
result:
  {"facts":[{"content":"Onboarding skill verification includes build confirmation as a prerequisite step","type":"procedural","confidence":0.9},{"content":"Onboarding skill verification includes skill sync validation","type":"procedural","confidence":0.9},{"content":"Onboarding skill verification includes testing via /onboarding invocation to validate functionality","type":"procedural","confidence":0.9},{"content":"Testing via /onboarding invocation must confirm that no prompt injection warnings appear","type":"procedural","confidence":0.85},{"content":"Testing via /onboarding invocation must confirm that outline rendering displays properly","type":"procedural","confidence":0.85},{"content":"Testing via /onboarding invocation must confirm that timezone removal is applied correctly","type":"procedural","confidence":0.85}],"entities":[{"source":"onboarding verification","relationship":"includes","target":"build confirmation","confidence":0.9},{"source":"onboarding verification","relationship":"includes","target":"skill sync validation","confidence":0.9},{"source":"onboarding verification","relationship":"includes","target":"/onboarding invocation testing","confidence":0.9},{"source":"/onboarding invocation testing","relationship":"validates","target":"absence of prompt injection warnings","confidence":0.85},{"source":"/onboarding invocation testing","relationship":"validates","target":"outline rendering correctness","confidence":0.85},{"source":"/onboarding invocation testing","relationship":"validates","target":"timezone removal","confidence":0.85}],"proposals":[{"action":"update","targetMemoryId":"02c0c21c-ed93-4277-83c2-290100612485","confidence":0.85,"reason":"New fact clarifies that build confirmation is a prerequisite step (must happen first) in onboarding skill verification. Candidate 5 already captures build confirmation as part of verification but doesn't explicitly emphasize the prerequisite/ordering aspect. Merging adds clarity about the required sequence.","fact":{"content":"Onboarding skill verification includes build confirmation as a prerequisite step","type":"procedural","confidence":0.9},"targetContent":"Verification includes build confirmation, skill sync validation, and testing via /onboarding invocation to ensure no prompt injection warnings, proper outline rendering, and timezone removal."},{"action":"none","confidence":0.85,"reason":"Candidate #4 (1bf1a171-3297-4d53-9395-18d4e3229ba5) already captures this fact: it explicitly states 'skill sync check' is part of onboarding verification, alongside rebuild and interactive testing. The new fact is a subset of existing coverage.","fact":{"content":"Onboarding skill verification includes skill sync validation","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively covers this: it explicitly mentions 'testing via /onboarding invocation' and includes specific validation goals (prompt injection warnings, outline rendering, timezone removal). The new fact adds no novel information.","fact":{"content":"Onboarding skill verification includes testing via /onboarding invocation to validate functionality","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate #5 (02c0c21c-ed93-4277-83c2-290100612485) already captures this exact requirement: 'testing via /onboarding invocation to ensure no prompt injection warnings' as part of verification checklist. New fact is redundant and less comprehensive.","fact":{"content":"Testing via /onboarding invocation must confirm that no prompt injection warnings appear","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.92,"reason":"Existing memory [5] (ID: 02c0c21c-ed93-4277-83c2-290100612485) already captures this procedural requirement: 'testing via /onboarding invocation to ensure... proper outline rendering.' The new fact is a specific detail already covered by the broader verification checklist.","fact":{"content":"Testing via /onboarding invocation must confirm that outline rendering displays properly","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.92,"reason":"Candidate 02c0c21c already captures this requirement: 'Verification includes...testing via /onboarding invocation to ensure...timezone removal.' The new fact is a specific restatement of an existing broader verification requirement.","fact":{"content":"Testing via /onboarding invocation must confirm that timezone removal is applied correctly","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: 2e794a79-7af3-425b-b737-8ace1fb0a25e
memory_id: 4101b68d-20cc-4592-a281-03e87ea522c9
job_type: extract
status: completed
leased_at: 2026-02-27T18:10:01.901Z
completed_at: 2026-02-27T18:11:29.961Z
created_at: 2026-02-27T18:10:01.247Z
updated_at: 2026-02-27T18:11:29.961Z
result:
  {"facts":[{"content":"The data fetcher in the pm-kalshi crate was refactored to write trades directly to SQLite (historical.db) instead of CSV","type":"decision","confidence":0.95},{"content":"The pm-kalshi backtester was updated to load trade data from SQLite instead of CSV","type":"fact","confidence":0.95},{"content":"The historical.db database in pm-kalshi contains 3.5 million markets but has zero trades across all markets","type":"fact","confidence":0.95},{"content":"The data fetcher in pm-kalshi has not yet populated the historical.db database with trades, which is the root cause of the zero-trade state","type":"fact","confidence":0.9},{"content":"A migration plan is in progress to refactor the pm-kalshi data fetcher to write trades directly to SQLite (historical.db) to complete the backtester's transition from CSV to database-backed data loading","type":"procedural","confidence":0.85}],"entities":[{"source":"pm-kalshi data fetcher","relationship":"writes trades to","target":"historical.db (SQLite)","confidence":0.95},{"source":"pm-kalshi backtester","relationship":"loads trade data from","target":"historical.db (SQLite)","confidence":0.95},{"source":"historical.db","relationship":"contains","target":"3.5 million markets","confidence":0.95},{"source":"pm-kalshi data fetcher","relationship":"has not populated","target":"historical.db with trades","confidence":0.9},{"source":"data fetcher refactoring","relationship":"replaces","target":"CSV-based data writing","confidence":0.9}],"proposals":[{"action":"update","targetMemoryId":"4101b68d-20cc-4592-a281-03e87ea522c9","confidence":0.92,"reason":"New fact confirms the DataFetcher refactoring plan (candidate [2]) was successfully executed. Candidate [2] describes the plan with unresolved state (3.5M markets with zero trades). New fact confirms the refactoring is complete. Should merge to reflect completion status while retaining context about the blockers still needing resolution.","fact":{"content":"The data fetcher in the pm-kalshi crate was refactored to write trades directly to SQLite (historical.db) instead of CSV","type":"decision","confidence":0.95},"targetContent":"## DataFetcher SQLite Migration Plan Session began with a detailed plan to refactor the data fetcher in the pm-kalshi crate to write trades directly to SQLite (`historical.db`) instead of CSV. The backtester now loads from SQLite but the database has 3.5M markets with zero trades because the fetcher never populated it."},{"action":"none","confidence":0.92,"reason":"Candidate [4] already captures that the backtester loads from SQLite instead of CSV. The new fact restates this but adds no new information beyond what's already documented in the DataFetcher SQLite Migration Plan memory.","fact":{"content":"The pm-kalshi backtester was updated to load trade data from SQLite instead of CSV","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 3 already captures this exact fact: 'the database has 3.5M markets with zero trades because the fetcher never populated it.' The new fact is a restatement of existing knowledge about the historical.db state.","fact":{"content":"The historical.db database in pm-kalshi contains 3.5 million markets but has zero trades across all markets","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already captures this diagnosis: 'the database has 3.5M markets with zero trades because the fetcher never populated it.' The new fact is a restatement of the same root cause analysis.","fact":{"content":"The data fetcher in pm-kalshi has not yet populated the historical.db database with trades, which is the root cause of the zero-trade state","type":"fact","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate #4 already comprehensively covers the DataFetcher SQLite migration plan for pm-kalshi, including the problem statement (3.5M markets with zero trades), the goal (write trades directly to SQLite for historical.db), and the context. The new fact merely restates that the plan is 'in progress' without adding new details, scope changes, blockers, or implementation specifics that would warrant an update.","fact":{"content":"A migration plan is in progress to refactor the pm-kalshi data fetcher to write trades directly to SQLite (historical.db) to complete the backtester's transition from CSV to database-backed data loading","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: c8647d96-c1fb-47cb-b1e5-7f068e9e2fce
memory_id: 23e2592d-535a-43bb-9c68-f71863acba98
job_type: extract
status: completed
leased_at: 2026-02-27T18:11:31.963Z
completed_at: 2026-02-27T18:12:56.109Z
created_at: 2026-02-27T18:10:01.267Z
updated_at: 2026-02-27T18:12:56.109Z
result:
  {"facts":[{"content":"The DataFetcher struct is being modified to add an Arc<SqliteStore> field to enable database-backed storage access","type":"decision","confidence":0.9},{"content":"The append_trades_csv() method in DataFetcher is being replaced with insert_trades_batch() that delegates to the store's batch insert method","type":"decision","confidence":0.9},{"content":"CSV file operations are being removed from the fetch_range() method as part of migrating to database-backed storage","type":"decision","confidence":0.9},{"content":"The refactoring involves six coordinated changes to transition from CSV-based to SQLite database-backed trade data storage","type":"procedural","confidence":0.85},{"content":"The architectural change moves trade data persistence from CSV files to a relational database accessed via SqliteStore, enabling batch operations and eliminating file I/O overhead","type":"rationale","confidence":0.8}],"entities":[{"source":"DataFetcher struct","relationship":"adds field","target":"Arc<SqliteStore>","confidence":0.9},{"source":"append_trades_csv() method","relationship":"replaced by","target":"insert_trades_batch() method","confidence":0.9},{"source":"insert_trades_batch() method","relationship":"calls","target":"store batch insert method","confidence":0.9},{"source":"fetch_range() method","relationship":"removes","target":"CSV file operations","confidence":0.9},{"source":"refactoring plan","relationship":"transition to","target":"SQLite database-backed storage","confidence":0.85}],"proposals":[{"action":"add","confidence":0.9,"reason":"New fact is a specific implementation detail about DataFetcher struct modification for database access. No existing candidate covers this architectural change. Candidates address broader pipeline config restructuring, OpenClaw memory schemas, and general architecture, but not this specific storage layer enhancement.","fact":{"content":"The DataFetcher struct is being modified to add an Arc<SqliteStore> field to enable database-backed storage access","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this exact change as part of the detailed implementation strategy: 'Replace `append_trades_csv()` method with `insert_trades_batch()` that calls the store's batch insert method'. The new fact is a restatement of what's already documented.","fact":{"content":"The append_trades_csv() method in DataFetcher is being replaced with insert_trades_batch() that delegates to the store's batch insert method","type":"decision","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"New fact documents a specific refactoring task (CSV removal from fetch_range() during database migration) that is distinct from existing candidates about DB access patterns, migrations registration, or CLI changes. Should be stored as a separate procedural/decision memory.","fact":{"content":"CSV file operations are being removed from the fetch_range() method as part of migrating to database-backed storage","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this refactoring in detail—same six coordinated changes for CSV-to-SQLite transition. The new fact is a high-level summary of existing memory content.","fact":{"content":"The refactoring involves six coordinated changes to transition from CSV-based to SQLite database-backed trade data storage","type":"procedural","confidence":0.85}},{"action":"update","targetMemoryId":"4101b68d-20cc-4592-a281-03e87ea522c9","confidence":0.85,"reason":"New fact provides the rationale/justification for the decision already captured in candidate [3]. The existing memory records the decision (CSV → SQLite refactor) but lacks the architectural reasoning. Merging enriches the decision with context about why: batch operations and I/O overhead elimination.","fact":{"content":"The architectural change moves trade data persistence from CSV files to a relational database accessed via SqliteStore, enabling batch operations and eliminating file I/O overhead","type":"rationale","confidence":0.8},"targetContent":"The data fetcher in the pm-kalshi crate was refactored to write trades directly to SQLite (historical.db) instead of CSV"}],"writeMode":"phase-c","writeStats":{"added":2,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":2},"warnings":[]}


id: 7ec31e1d-aeb8-4c70-84be-b5b728240e4e
memory_id: c2cf64ca-e2c5-4b72-8293-63cb5ed2cedf
job_type: extract
status: completed
leased_at: 2026-02-27T18:12:58.130Z
completed_at: 2026-02-27T18:13:56.285Z
created_at: 2026-02-27T18:10:01.278Z
updated_at: 2026-02-27T18:13:56.285Z
result:
  {"facts":[{"content":"The `get_available_data()` function should be updated to query the `historical_trades` table in a SQLite database instead of scanning files on disk","type":"decision","confidence":0.9},{"content":"DataFetcher construction in both AppState and main.rs needs to be updated to create and share a SqliteStore instance for accessing historical.db","type":"procedural","confidence":0.9},{"content":"The application uses a SQLite database file named historical.db to store historical trades data","type":"semantic","confidence":0.85}],"entities":[{"source":"get_available_data()","relationship":"replaces","target":"file scanning with database queries","confidence":0.9},{"source":"get_available_data()","relationship":"queries","target":"historical_trades table","confidence":0.9},{"source":"DataFetcher","relationship":"uses","target":"SqliteStore","confidence":0.9},{"source":"AppState","relationship":"initializes","target":"SqliteStore","confidence":0.85},{"source":"main.rs","relationship":"initializes","target":"SqliteStore","confidence":0.85},{"source":"SqliteStore","relationship":"accesses","target":"historical.db","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"This decision is already captured in candidate [3], which explicitly states 'Update `get_available_data()` to query `historical_trades` table instead of scanning files'. The new fact is a restatement of the same architectural decision with no additional detail or refinement.","fact":{"content":"The `get_available_data()` function should be updated to query the `historical_trades` table in a SQLite database instead of scanning files on disk","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly covers this procedural task: 'Update DataFetcher construction in AppState and main.rs to create and share a SqliteStore for historical.db'. The new fact is already documented in existing memory.","fact":{"content":"DataFetcher construction in both AppState and main.rs needs to be updated to create and share a SqliteStore instance for accessing historical.db","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate [4] already covers this fact—it explicitly mentions 'create and share a SqliteStore for historical.db' as part of the technical implementation. The new fact is a simpler statement of what's already documented in the existing memory about the database file and its purpose.","fact":{"content":"The application uses a SQLite database file named historical.db to store historical trades data","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: 95a5e2f3-6776-482d-a086-dbc7787dc66a
memory_id: 8d54690a-2b70-4fee-92da-5928b6397f4b
job_type: extract
status: completed
leased_at: 2026-02-27T18:13:58.288Z
completed_at: 2026-02-27T18:15:00.229Z
created_at: 2026-02-27T18:10:01.290Z
updated_at: 2026-02-27T18:15:00.229Z
result:
  {"facts":[{"content":"The backtest handler is being updated to use a shared historical_store for database connections instead of opening a new connection for each request","type":"decision","confidence":0.95},{"content":"The current backtest handler pattern opens a new database connection for each request","type":"fact","confidence":0.85},{"content":"Using a shared historical_store reduces connection overhead and resource consumption compared to per-request connection creation","type":"rationale","confidence":0.8}],"entities":[{"source":"backtest handler","relationship":"updated to use","target":"shared historical_store","confidence":0.95},{"source":"backtest handler","relationship":"previously used","target":"per-request database connections","confidence":0.85}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [5] (ID: 8d54690a-2b70-4fee-92da-5928b6397f4b) already captures this exact decision: updating the backtest handler to use a shared historical_store instead of per-request connections. The new fact is redundant.","fact":{"content":"The backtest handler is being updated to use a shared historical_store for database connections instead of opening a new connection for each request","type":"decision","confidence":0.95}},{"action":"update","targetMemoryId":"8d54690a-2b70-4fee-92da-5928b6397f4b","confidence":0.9,"reason":"New fact describes the current problematic pattern that candidate 5 addresses as a fix. Merge them: state the problem (opens new connection per request) and solution (use shared historical_store) together for complete context.","fact":{"content":"The current backtest handler pattern opens a new database connection for each request","type":"fact","confidence":0.85},"targetContent":"Update backtest handler to use the shared historical_store instead of opening a new connection per request"},{"action":"update","targetMemoryId":"8d54690a-2b70-4fee-92da-5928b6397f4b","confidence":0.85,"reason":"New fact provides the design rationale for candidate 5's implementation pattern. Merging them creates a more complete memory that includes both the action and its justification (reduced connection overhead and resource consumption).","fact":{"content":"Using a shared historical_store reduces connection overhead and resource consumption compared to per-request connection creation","type":"rationale","confidence":0.8},"targetContent":"Update backtest handler to use the shared historical_store instead of opening a new connection per request"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 15451d68-f25a-4775-a191-cfe67b6de889
memory_id: 83e1c490-7e02-4f1b-b5db-43c291309002
job_type: extract
status: completed
leased_at: 2026-02-27T18:15:02.229Z
completed_at: 2026-02-27T18:16:32.374Z
created_at: 2026-02-27T18:10:01.306Z
updated_at: 2026-02-27T18:16:32.374Z
result:
  {"facts":[{"content":"Trade data tuples consist of five fields: timestamp (string/i64), ticker (string/i64), price (string/i64), volume (string/i64), and side (string/i64)","type":"semantic","confidence":0.95},{"content":"Price values in trade tuples are stored as integer cents and must be divided by 100.0 to convert to decimal format","type":"procedural","confidence":0.95},{"content":"Historical trades are processed in batches of 10,000 trades per batch size, reusing an existing batch size constant","type":"decision","confidence":0.9},{"content":"SqliteStore API provides insert_historical_trades_batch() method for inserting batches of historical trades","type":"semantic","confidence":0.95},{"content":"SqliteStore API provides count_historical_trades() method for counting stored historical trades","type":"semantic","confidence":0.95},{"content":"Implementation requires source code modifications to four files: fetcher.rs, web/mod.rs, main.rs, and web/handlers.rs","type":"procedural","confidence":0.9}],"entities":[{"source":"trade tuple","relationship":"has_fields","target":"timestamp, ticker, price, volume, side","confidence":0.95},{"source":"price field","relationship":"stored_as","target":"integer cents","confidence":0.95},{"source":"price conversion","relationship":"requires","target":"division by 100.0","confidence":0.95},{"source":"historical trades processing","relationship":"uses_batch_size","target":"10,000 trades","confidence":0.9},{"source":"SqliteStore","relationship":"has_method","target":"insert_historical_trades_batch()","confidence":0.95},{"source":"SqliteStore","relationship":"has_method","target":"count_historical_trades()","confidence":0.95},{"source":"implementation","relationship":"requires_modifications_to","target":"fetcher.rs","confidence":0.9},{"source":"implementation","relationship":"requires_modifications_to","target":"web/mod.rs","confidence":0.9},{"source":"implementation","relationship":"requires_modifications_to","target":"main.rs","confidence":0.9},{"source":"implementation","relationship":"requires_modifications_to","target":"web/handlers.rs","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [1] already documents the exact trade tuple format (timestamp, ticker, price, volume, side) as strings/i64. New fact is fully covered by existing memory.","fact":{"content":"Trade data tuples consist of five fields: timestamp (string/i64), ticker (string/i64), price (string/i64), volume (string/i64), and side (string/i64)","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already contains this exact detail: 'Price conversion: yes_price is in cents (integer), divide by 100.0 for decimal format.' The new fact is fully covered by existing memory.","fact":{"content":"Price values in trade tuples are stored as integer cents and must be divided by 100.0 to convert to decimal format","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this fact verbatim: 'Batch size: 10,000 trades per batch (reusing existing batch size constant)'. The new fact is fully covered by existing memory.","fact":{"content":"Historical trades are processed in batches of 10,000 trades per batch size, reusing an existing batch size constant","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already documented in candidate [5] (Technical Details), which explicitly lists 'SqliteStore API methods: `insert_historical_trades_batch()` and `count_historical_trades()`'","fact":{"content":"SqliteStore API provides insert_historical_trades_batch() method for inserting batches of historical trades","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 5 already captures this detail in its Technical Details section, explicitly listing SqliteStore API methods: `insert_historical_trades_batch()` and `count_historical_trades()`. The new fact is redundant with existing memory.","fact":{"content":"SqliteStore API provides count_historical_trades() method for counting stored historical trades","type":"semantic","confidence":0.95}},{"action":"add","confidence":0.88,"reason":"New fact specifies four Rust files requiring modification (fetcher.rs, web/mod.rs, main.rs, web/handlers.rs). Candidate [5] mentions 'five files' but is incomplete and appears to reference a different project context (TypeScript extractors vs. Rust implementation). New fact is precise, procedural, and deserves independent entry.","fact":{"content":"Implementation requires source code modifications to four files: fetcher.rs, web/mod.rs, main.rs, and web/handlers.rs","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 679ed304-e318-4423-a5bb-a4258be3569d
memory_id: 191b8682-b8d0-48f2-8a10-456ee0491ecb
job_type: extract
status: completed
leased_at: 2026-02-27T18:16:34.376Z
completed_at: 2026-02-27T18:17:14.487Z
created_at: 2026-02-27T18:10:01.323Z
updated_at: 2026-02-27T18:17:14.487Z
result:
  {"facts":[{"content":"A plan has been documented and is ready for implementation","type":"procedural","confidence":0.95},{"content":"No code changes have been made yet in the current session","type":"fact","confidence":0.95}],"entities":[{"source":"plan","relationship":"is","target":"documented","confidence":0.95},{"source":"plan","relationship":"is_ready_for","target":"implementation","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact state: 'Plan documented and ready for implementation. No code changes have been made yet.' The new fact adds no additional detail or nuance beyond what's already recorded.","fact":{"content":"A plan has been documented and is ready for implementation","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 2 already contains the exact statement 'No code changes have been made yet' with additional context about the plan being documented and ready. The new fact is redundant and fully covered.","fact":{"content":"No code changes have been made yet in the current 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: cf3f4333-a3e2-443c-95f1-c77f83987be6
memory_id: 9a2b39de-34eb-4d9c-a87f-c3a9c6d2a433
job_type: extract
status: completed
leased_at: 2026-02-27T18:21:34.516Z
completed_at: 2026-02-27T18:22:06.981Z
created_at: 2026-02-27T18:21:32.968Z
updated_at: 2026-02-27T18:22:06.981Z
result:
  {"facts":[{"content":"User sometimes initiates sessions in early morning hours (5:10 AM MT)","type":"procedural","confidence":0.4}],"entities":[{"source":"Session","relationship":"type","target":"greeting/casual conversation","confidence":0.7}],"proposals":[{"action":"update","targetMemoryId":"9a2b39de-34eb-4d9c-a87f-c3a9c6d2a433","confidence":0.4,"reason":"Candidate [5] documents the 5:10 AM MT session start. New fact generalizes this into an emerging pattern. Merge to evolve the memory from single observation to behavioral pattern note.","fact":{"content":"User sometimes initiates sessions in early morning hours (5:10 AM MT)","type":"procedural","confidence":0.4},"targetContent":"## Session Overview Brief greeting session with no coding work. User checked in early morning (5:10 AM MT), exchanged casual conversation about the time and whether they were staying up late or waking up early. No tasks, code changes, or technical discussions occurred. Session ended without substantive work."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":1,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 974ae56b-27df-4c08-9f58-30d2a97b5ce1
memory_id: 7e393409-3d7f-487d-8ed0-ca499565e880
job_type: extract
status: completed
leased_at: 2026-02-27T18:22:10.983Z
completed_at: 2026-02-27T18:23:43.490Z
created_at: 2026-02-27T18:22:10.758Z
updated_at: 2026-02-27T18:23:43.490Z
result:
  {"facts":[{"content":"Signet is a portable identity and memory layer designed to work across multiple AI coding platforms including Claude Code, OpenCode, and OpenClaw","type":"semantic","confidence":0.95},{"content":"Signet provides a stateful layer of functionality that Claude Code, OpenCode, and OpenClaw lack natively","type":"decision","confidence":0.95},{"content":"Claude Code, OpenCode, and OpenClaw are individually stateless tools that lose user context and memory between sessions","type":"fact","confidence":0.95},{"content":"Signet captures context from user sessions and reinjects it into the active frontend regardless of which AI coding platform is being used","type":"procedural","confidence":0.9},{"content":"Signet is designed as a complementary layer to existing AI coding tools rather than as a replacement for them","type":"decision","confidence":0.95}],"entities":[{"source":"Signet","relationship":"provides stateful layer to","target":"Claude Code","confidence":0.95},{"source":"Signet","relationship":"provides stateful layer to","target":"OpenCode","confidence":0.95},{"source":"Signet","relationship":"provides stateful layer to","target":"OpenClaw","confidence":0.95},{"source":"Signet","relationship":"captures and reinjects context across","target":"Claude Code, OpenCode, OpenClaw","confidence":0.9},{"source":"Claude Code","relationship":"is","target":"stateless tool","confidence":0.95},{"source":"OpenCode","relationship":"is","target":"stateless tool","confidence":0.95},{"source":"OpenClaw","relationship":"is","target":"stateless tool","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by candidate [2], which explicitly describes Signet as a portable identity and memory layer working across Claude Code, OpenCode, and OpenClaw, including architectural context about stateless platforms and context reinjection.","fact":{"content":"Signet is a portable identity and memory layer designed to work across multiple AI coding platforms including Claude Code, OpenCode, and OpenClaw","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] explicitly captures this same insight: 'Signet provides the stateful layer they all lack. Each tool is stateless and forgets between sessions; Signet captures context and reinjects it.' The new fact is a more concise restatement of the core architectural principle already documented in that memory.","fact":{"content":"Signet provides a stateful layer of functionality that Claude Code, OpenCode, and OpenClaw lack natively","type":"decision","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Existing memory [2] (Signet Architecture Overview) already explicitly states: 'Each tool is stateless and forgets between sessions; Signet captures context and reinjects it regardless of which frontend is used.' The new fact is a direct restatement of this existing memory and adds no new information.","fact":{"content":"Claude Code, OpenCode, and OpenClaw are individually stateless tools that lose user context and memory between sessions","type":"fact","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"Candidate 7e393409... already captures this exact concept: 'Signet captures context and reinjects it regardless of which frontend is used.' The new fact is semantically duplicate with no additional detail or nuance beyond what's already stored.","fact":{"content":"Signet captures context from user sessions and reinjects it into the active frontend regardless of which AI coding platform is being used","type":"procedural","confidence":0.9}},{"action":"update","targetMemoryId":"7e393409-3d7f-487d-8ed0-ca499565e880","confidence":0.9,"reason":"New fact directly reinforces and clarifies existing memory about Signet's architecture. Current memory states 'Signet doesn't replace any of these tools—it provides the stateful layer they all lack.' New fact explicitly positions this as intentional complementary design rather than replacement. Merging strengthens the architectural positioning.","fact":{"content":"Signet is designed as a complementary layer to existing AI coding tools rather than as a replacement for them","type":"decision","confidence":0.95},"targetContent":"## Signet Architecture Overview Nicholai asked how Signet connects Claude Code, OpenCode, and OpenClaw. The conversation focused on Signet's role as a portable identity and memory layer that works across multiple AI coding platforms. Key architectural insight: Signet doesn't replace any of these tools—it provides the stateful layer they all lack. Each tool is stateless and forgets between sessions; Signet captures context and reinjects it regardless of which frontend is used."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 658ae38e-9f2a-4d7e-9027-b0b213533373
memory_id: 490ad80c-8089-43de-83ef-7907829bbb73
job_type: extract
status: completed
leased_at: 2026-02-27T18:23:45.510Z
completed_at: 2026-02-27T18:25:41.661Z
created_at: 2026-02-27T18:22:10.771Z
updated_at: 2026-02-27T18:25:41.661Z
result:
  {"facts":[{"content":"All Signet configuration lives at ~/.agents/, which is the single source of truth","type":"fact","confidence":0.95},{"content":"AGENTS.md at ~/.agents/ is the canonical configuration file for Signet","type":"fact","confidence":0.95},{"content":"Signet auto-generates CLAUDE.md at ~/.agents/ for the Claude Code platform from the canonical AGENTS.md","type":"procedural","confidence":0.95},{"content":"The auto-generated CLAUDE.md file includes a header comment 'AUTO-GENERATED from ~/.agents/AGENTS.md'","type":"procedural","confidence":0.9},{"content":"OpenCode platform reads Signet configuration from ~/.agents/","type":"fact","confidence":0.9},{"content":"OpenClaw platform reads Signet configuration from ~/.agents/","type":"fact","confidence":0.9},{"content":"Signet implements a single-source-of-truth architecture where AGENTS.md is canonical and platform-specific files (like CLAUDE.md) are auto-generated derivatives","type":"semantic","confidence":0.95}],"entities":[{"source":"Signet","relationship":"auto-generates","target":"CLAUDE.md","confidence":0.95},{"source":"AGENTS.md","relationship":"serves-as-canonical-source-for","target":"Signet configuration","confidence":0.95},{"source":"CLAUDE.md","relationship":"generated-from","target":"AGENTS.md","confidence":0.95},{"source":"Claude Code","relationship":"reads","target":"CLAUDE.md","confidence":0.95},{"source":"OpenCode","relationship":"reads-configuration-from","target":"~/.agents/","confidence":0.9},{"source":"OpenClaw","relationship":"reads-configuration-from","target":"~/.agents/","confidence":0.9},{"source":"~/.agents/","relationship":"contains-canonical-config","target":"AGENTS.md","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate 3 already captures this fact with greater detail, explicitly stating 'Single Source of Truth: All configuration lives at ~/.agents/' and explaining the auto-generation mechanism for platform-specific configs","fact":{"content":"All Signet configuration lives at ~/.agents/, which is the single source of truth","type":"fact","confidence":0.95}},{"action":"none","targetMemoryId":"490ad80c-8089-43de-83ef-7907829bbb73","confidence":0.95,"reason":"Candidate [5] already comprehensively covers this fact, explicitly stating 'The AGENTS.md file is canonical' and explaining the auto-generation relationship with CLAUDE.md. New fact is a subset of existing memory.","fact":{"content":"AGENTS.md at ~/.agents/ is the canonical configuration file for Signet","type":"fact","confidence":0.95},"targetContent":"## Core Connection Mechanisms **Single Source of Truth**: All configuration lives at `~/.agents/`. The AGENTS.md file is canonical; Signet auto-generates CLAUDE.md for Claude Code (with header \"AUTO-GENERATED from ~/.agents/AGENTS.md\"). OpenCode and OpenClaw read from the same directory."},{"action":"none","confidence":0.95,"reason":"Candidate [4] already covers this exact fact: 'Signet auto-generates CLAUDE.md for Claude Code (with header AUTO-GENERATED from ~/.agents/AGENTS.md)'. The new fact is a restatement of existing memory with the same core information.","fact":{"content":"Signet auto-generates CLAUDE.md at ~/.agents/ for the Claude Code platform from the canonical AGENTS.md","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents this exact fact: it explicitly states that Signet auto-generates CLAUDE.md for Claude Code with the header 'AUTO-GENERATED from ~/.agents/AGENTS.md'. No new information is added.","fact":{"content":"The auto-generated CLAUDE.md file includes a header comment 'AUTO-GENERATED from ~/.agents/AGENTS.md'","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Existing candidate [3] already explicitly states that OpenCode reads from ~/.agents/, covering this fact comprehensively as part of the core connection mechanisms documentation.","fact":{"content":"OpenCode platform reads Signet configuration from ~/.agents/","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already explicitly states that OpenClaw reads from ~/.agents/ as part of the core connection mechanisms. New fact is fully covered.","fact":{"content":"OpenClaw platform reads Signet configuration from ~/.agents/","type":"fact","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate [1] already captures this concept: AGENTS.md is canonical, platform-specific files (CLAUDE.md, etc.) are auto-generated. The new fact restates the same architectural principle in more abstract terms. No new information to add or update.","fact":{"content":"Signet implements a single-source-of-truth architecture where AGENTS.md is canonical and platform-specific files (like CLAUDE.md) are auto-generated derivatives","type":"semantic","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 8115b889-d173-4720-a880-02ed10175b2a
memory_id: 68467e4a-8d2d-4485-9cc1-ff8341fde017
job_type: extract
status: completed
leased_at: 2026-02-27T18:25:43.663Z
completed_at: 2026-02-27T18:26:37.450Z
created_at: 2026-02-27T18:22:10.783Z
updated_at: 2026-02-27T18:26:37.450Z
result:
  {"facts":[{"content":"The Signet daemon runs independently and exposes memory functionality through MCP tools including memory_search and memory_store","type":"fact","confidence":0.95},{"content":"MCP (Model Context Protocol) is protocol-agnostic, enabling cross-platform compatibility for memory access","type":"semantic","confidence":0.9},{"content":"Any tool or platform that supports MCP servers can access the unified memory database provided by the Signet daemon","type":"procedural","confidence":0.9}],"entities":[{"source":"Signet daemon","relationship":"provides","target":"MCP tools (memory_search, memory_store)","confidence":0.95},{"source":"Signet daemon","relationship":"provides","target":"memory database","confidence":0.95},{"source":"MCP","relationship":"is","target":"protocol-agnostic","confidence":0.9},{"source":"MCP-supporting tools","relationship":"access","target":"Signet memory database","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already covers this fact comprehensively, stating 'The Signet daemon runs independently and provides memory through MCP tools (memory_search, memory_store, etc.)' with additional context about MCP protocol-agnosticism. New fact is a subset of existing memory.","fact":{"content":"The Signet daemon runs independently and exposes memory functionality through MCP tools including memory_search and memory_store","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"The new fact about MCP being protocol-agnostic is already explicitly covered in candidate [1], which states 'Since MCP is protocol-agnostic, any tool supporting MCP servers gets access to the same memory database.' No new information to capture.","fact":{"content":"MCP (Model Context Protocol) is protocol-agnostic, enabling cross-platform compatibility for memory access","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this concept: 'Since MCP is protocol-agnostic, any tool supporting MCP servers gets access to the same memory database.' The new fact restates the same principle with slightly different wording but adds no new information.","fact":{"content":"Any tool or platform that supports MCP servers can access the unified memory database provided by the Signet daemon","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: d624b904-1f88-4a32-b540-00719157de18
memory_id: 90c9d0d0-5ac4-4d34-ad85-319d19991d06
job_type: extract
status: completed
leased_at: 2026-02-27T18:26:39.453Z
completed_at: 2026-02-27T18:28:24.763Z
created_at: 2026-02-27T18:22:10.795Z
updated_at: 2026-02-27T18:28:24.763Z
result:
  {"facts":[{"content":"Sessions are summarized post-completion for memory extraction and knowledge capture","type":"procedural","confidence":0.9},{"content":"Extracted facts from sessions are scored by importance to determine retention and prioritization","type":"procedural","confidence":0.9},{"content":"Session facts are embedded using vector embeddings to enable hybrid search (keyword + semantic)","type":"procedural","confidence":0.9},{"content":"Secrets are stored centrally in Signet's vault rather than scattered across individual harness configurations","type":"fact","confidence":0.85},{"content":"Secrets are injected as environment variables at runtime via secret_list and secret_exec MCP tools","type":"procedural","confidence":0.9},{"content":"Secret values are automatically redacted from output and logs when injected via MCP secret tools","type":"procedural","confidence":0.9}],"entities":[{"source":"Sessions","relationship":"summarized post-completion via","target":"memory extraction process","confidence":0.9},{"source":"Extracted facts","relationship":"scored by","target":"importance","confidence":0.85},{"source":"Facts","relationship":"embedded for","target":"hybrid search","confidence":0.85},{"source":"Secrets","relationship":"stored in","target":"Signet's vault","confidence":0.9},{"source":"secret_list MCP tool","relationship":"used for injecting","target":"secrets as environment variables","confidence":0.85},{"source":"secret_exec MCP tool","relationship":"used for injecting","target":"secrets as environment variables","confidence":0.85},{"source":"Secret injection","relationship":"output property","target":"redacted","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact concept: 'Sessions are summarized post-completion, facts are extracted and scored by importance, then embedded for hybrid search.' The new fact is a generalized restatement of information already present in existing memory.","fact":{"content":"Sessions are summarized post-completion for memory extraction and knowledge capture","type":"procedural","confidence":0.9}},{"action":"update","targetMemoryId":"f43e7f5e-7475-4212-b10e-6b77f52b1139","confidence":0.88,"reason":"New fact directly explains the mechanism behind the importance scoring mentioned in candidate #5. Merging creates a complete picture: facts are scored by importance for retention/prioritization, and remember skill is hidden to avoid manual saves that distort this scoring.","fact":{"content":"Extracted facts from sessions are scored by importance to determine retention and prioritization","type":"procedural","confidence":0.9},"targetContent":"The remember skill will be hidden from users (user_invocable: false) to discourage manual saves that distort importance scoring. The recall skill gains a disclaimer explaining automatic injection at session start and when manual /recall is appropriate."},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this procedural detail: 'facts are extracted and scored by importance, then embedded for hybrid search.' The new fact is a restatement of existing memory.","fact":{"content":"Session facts are embedded using vector embeddings to enable hybrid search (keyword + semantic)","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate [3] already documents that 'Secrets stored once in Signet's vault, injected as env vars via secret_list and secret_exec MCP tools at runtime'. The new fact restates this principle (central storage vs scattered config) without adding substantive new information.","fact":{"content":"Secrets are stored centrally in Signet's vault rather than scattered across individual harness configurations","type":"fact","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"This procedural fact is already comprehensively covered by candidate 5 (ID: 1a855832-dd1c-4e1b-8e1d-84d8083b12d8), which explicitly describes the complete workflow of using secret_list for discovery and secret_exec for environment variable injection during command execution.","fact":{"content":"Secrets are injected as environment variables at runtime via secret_list and secret_exec MCP tools","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 3 (ID: ff3a8b11-23cd-45a0-abca-39bf11ebbf9a) already covers this exact procedural detail: 'secret_exec MCP tool is used in Signet to execute shell commands with secrets injected as environment variables, with output automatically redacted'. The new fact adds no new information beyond what's already captured.","fact":{"content":"Secret values are automatically redacted from output and logs when injected via MCP secret tools","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: 79b38511-498d-4362-90ba-101776a7a2d4
memory_id: f462d220-f134-4bf4-b0c7-91b6a7da1b42
job_type: extract
status: completed
leased_at: 2026-02-27T18:28:26.765Z
completed_at: 2026-02-27T18:29:34.520Z
created_at: 2026-02-27T18:22:10.806Z
updated_at: 2026-02-27T18:29:34.520Z
result:
  {"facts":[{"content":"Signet is designed to work across all three harness platforms (Claude Code, OpenClaw, and OpenCode)","type":"decision","confidence":0.85},{"content":"Signet implements a tool-agnostic design approach that provides a hooks-based fallback mechanism for operation when MCP or skills support are unavailable","type":"procedural","confidence":0.75},{"content":"Signet's tool-agnostic architecture allows it to function across different platforms and varying levels of tooling support","type":"semantic","confidence":0.8}],"entities":[{"source":"Signet","relationship":"works across","target":"three harness platforms","confidence":0.85},{"source":"Signet","relationship":"implements","target":"hooks-based fallback mechanism","confidence":0.75},{"source":"hooks-based fallback mechanism","relationship":"enables operation without","target":"MCP or skills support","confidence":0.75},{"source":"Signet","relationship":"uses design principle","target":"tool-agnostic architecture","confidence":0.8}],"proposals":[{"action":"add","confidence":0.9,"reason":"New fact expresses an architectural design principle (cross-platform support) that is distinct from existing memories. Candidates 3-4 describe implementation details (wizard restrictions), and candidate 1 describes implementation tasks (harness adapters). This new fact is the overarching principle that justifies those decisions and should be stored as foundational context.","fact":{"content":"Signet is designed to work across all three harness platforms (Claude Code, OpenClaw, and OpenCode)","type":"decision","confidence":0.85}},{"action":"update","targetMemoryId":"f462d220-f134-4bf4-b0c7-91b6a7da1b42","confidence":0.85,"reason":"New fact completes the incomplete memory about tool-agnostic design. The existing candidate explicitly mentions hooks-based fallback for MCP/skills unavailability, but was marked as incomplete. The new fact provides a clear, complete statement of this architectural principle.","fact":{"content":"Signet implements a tool-agnostic design approach that provides a hooks-based fallback mechanism for operation when MCP or skills support are unavailable","type":"procedural","confidence":0.75},"targetContent":"Works across all three platforms. **Tool-Agnostic Design**: The user began asking about how Signet works regardless of MCP or skills support (the hooks-based fallback approach), but the conversation was cut short before that explanation was provided."},{"action":"update","targetMemoryId":"7e393409-3d7f-487d-8ed0-ca499565e880","confidence":0.75,"reason":"New fact provides the technical architectural basis for the existing strategic decision. Merging them creates a more complete understanding: Signet's tool-agnostic design is what enables it to function as a complementary layer across platforms with varying tooling support.","fact":{"content":"Signet's tool-agnostic architecture allows it to function across different platforms and varying levels of tooling support","type":"semantic","confidence":0.8},"targetContent":"Signet is designed as a complementary layer to existing AI coding tools rather than as a replacement for them"}],"writeMode":"phase-c","writeStats":{"added":1,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 1cec7ac6-92df-48e8-8e48-7152a0b6ec96
memory_id: 76b85828-831e-49ab-9341-821588ef4f86
job_type: extract
status: completed
leased_at: 2026-02-27T18:29:36.521Z
completed_at: 2026-02-27T18:30:45.411Z
created_at: 2026-02-27T18:22:50.792Z
updated_at: 2026-02-27T18:30:45.411Z
result:
  {"facts":[{"content":"A session was initiated in the /home/nicholai directory with Signet daemon hook system active","type":"procedural","confidence":0.95},{"content":"No development work was conducted during this session","type":"fact","confidence":0.95},{"content":"The session-start hook with claude-code harness parameter (-H claude-code) executed successfully","type":"procedural","confidence":0.95},{"content":"Signet daemon hook system is operational and responsive to session lifecycle events","type":"fact","confidence":0.9}],"entities":[{"source":"Session","relationship":"initiated in","target":"/home/nicholai","confidence":0.95},{"source":"Session","relationship":"uses","target":"Signet daemon hook system","confidence":0.9},{"source":"Signet daemon hook system","relationship":"status","target":"active","confidence":0.9},{"source":"session-start hook","relationship":"targets harness","target":"claude-code","confidence":0.95},{"source":"session-start hook","relationship":"execution result","target":"successful","confidence":0.95}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate [5] already captures this exact pattern: session initiated in /home/nicholai with Signet daemon hook system active. New fact is a duplicate of existing memory covering the same event type.","fact":{"content":"A session was initiated in the /home/nicholai directory with Signet daemon hook system active","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] 'No implementation changes were made during this session' covers this fact. 'Development work' and 'implementation changes' are synonymous in this context; adding would create redundancy.","fact":{"content":"No development work was conducted during this session","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Fact is already well-covered by existing memories. Candidate 5 (76b85828) explicitly documents the same session-start hook (-H claude-code) successful execution. Candidates 1 and 4 also cover successful hook initialization. No new information to store.","fact":{"content":"The session-start hook with claude-code harness parameter (-H claude-code) executed successfully","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"Hook system operational status is already evidenced by existing memories showing successful hook firing in specific sessions (candidates 1 and 5). The new general statement would be redundant with documented evidence.","fact":{"content":"Signet daemon hook system is operational and responsive to session lifecycle events","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: a6ae8ab4-8b1b-4df4-ad2c-7565ec17467e
memory_id: b5620b4d-f0e6-44c2-92b0-1b5cc7d47411
job_type: extract
status: completed
leased_at: 2026-02-27T20:19:07.823Z
completed_at: 2026-02-27T20:19:48.485Z
created_at: 2026-02-27T20:19:06.328Z
updated_at: 2026-02-27T20:19:48.485Z
result:
  {"facts":[{"content":"The signetai monorepo session hook is triggered automatically at session initialization","type":"procedural","confidence":0.6}],"entities":[{"source":"signetai monorepo","relationship":"triggers_on_startup","target":"session hook","confidence":0.6}],"proposals":[{"action":"add","confidence":0.65,"reason":"New fact captures a procedural/architectural understanding (session hooks trigger automatically at init) distinct from existing candidates, which describe specific session events where hooks executed. This is a system mechanism worth documenting separately from session-specific events.","fact":{"content":"The signetai monorepo session hook is triggered automatically at session initialization","type":"procedural","confidence":0.6}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":1,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 4ff635d2-da1a-4f1d-9cff-cf63e2c8cc50
memory_id: 331d9070-c8e5-4cc0-a0f7-aba8fac9a0bc
job_type: extract
status: completed
leased_at: 2026-02-27T20:20:08.172Z
completed_at: 2026-02-27T20:21:29.565Z
created_at: 2026-02-27T20:20:06.967Z
updated_at: 2026-02-27T20:21:29.565Z
result:
  {"facts":[{"content":"The DEFAULT_PIPELINE_V2 constant in packages/daemon/src/memory-config.ts must be updated to enable pipeline, graph, reranker, and autonomous features","type":"procedural","confidence":0.95},{"content":"The maintenance mode setting in DEFAULT_PIPELINE_V2 must change from 'observe' to 'execute'","type":"procedural","confidence":0.95},{"content":"This configuration update to DEFAULT_PIPELINE_V2 is the first step in a six-step fix plan affecting four files in the codebase","type":"procedural","confidence":0.85}],"entities":[{"source":"DEFAULT_PIPELINE_V2 constant","relationship":"enables","target":"pipeline feature","confidence":0.95},{"source":"DEFAULT_PIPELINE_V2 constant","relationship":"enables","target":"graph feature","confidence":0.95},{"source":"DEFAULT_PIPELINE_V2 constant","relationship":"enables","target":"reranker feature","confidence":0.95},{"source":"DEFAULT_PIPELINE_V2 constant","relationship":"enables","target":"autonomous features","confidence":0.95},{"source":"DEFAULT_PIPELINE_V2 constant","relationship":"sets maintenance mode to","target":"'execute'","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively captures this procedural step as part of the plan structure, including the DEFAULT_PIPELINE_V2 update with full scope (pipeline, graph, reranker, autonomous, and maintenance mode change). No new information to add.","fact":{"content":"The DEFAULT_PIPELINE_V2 constant in packages/daemon/src/memory-config.ts must be updated to enable pipeline, graph, reranker, and autonomous features","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate [5] already captures this exact requirement as Step 1 of the fix plan: 'change maintenance mode from \"observe\" to \"execute\"' in DEFAULT_PIPELINE_V2. New fact is redundant and lower-fidelity than the comprehensive plan already stored.","fact":{"content":"The maintenance mode setting in DEFAULT_PIPELINE_V2 must change from 'observe' to 'execute'","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"New fact is already comprehensively covered by existing candidates 3 and 5. Candidate 5 provides detailed plan structure explicitly stating the six-step fix across four files with DEFAULT_PIPELINE_V2 as Step 1. Storing this as a separate memory would be redundant duplication.","fact":{"content":"This configuration update to DEFAULT_PIPELINE_V2 is the first step in a six-step fix plan affecting four files in the codebase","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 34e5c3b3-cd91-42dd-8690-551cbc923017
memory_id: b74e8c35-43db-4501-9d8f-46a827363b0f
job_type: extract
status: completed
leased_at: 2026-02-27T20:21:31.568Z
completed_at: 2026-02-27T20:23:04.360Z
created_at: 2026-02-27T20:20:07.029Z
updated_at: 2026-02-27T20:23:04.360Z
result:
  {"facts":[{"content":"The onboarding skill is undergoing a rewrite that includes major structural changes","type":"decision","confidence":0.95},{"content":"The rewritten onboarding skill includes upfront outline declarations as a new structural element","type":"fact","confidence":0.95},{"content":"The rewritten onboarding skill includes 6-step progress indicators","type":"fact","confidence":0.95},{"content":"The rewritten onboarding skill replaces the 'Interview Philosophy' section with a 'Guiding Voice' section","type":"decision","confidence":0.95},{"content":"The rewritten onboarding skill includes brief relaxation cues positioned between phases","type":"fact","confidence":0.95}],"entities":[{"source":"onboarding skill (rewritten)","relationship":"includes","target":"upfront outline declarations","confidence":0.95},{"source":"onboarding skill (rewritten)","relationship":"includes","target":"6-step progress indicators","confidence":0.95},{"source":"onboarding skill (rewritten)","relationship":"includes","target":"Guiding Voice section","confidence":0.95},{"source":"onboarding skill (rewritten)","relationship":"includes","target":"relaxation cues","confidence":0.95},{"source":"Guiding Voice section","relationship":"replaces","target":"Interview Philosophy section","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] (ID: b74e8c35-43db-4501-9d8f-46a827363b0f) already comprehensively covers this fact with specific details about the structural changes (outline declarations, 6-step indicators, Guiding Voice section, relaxation cues). No new information to add.","fact":{"content":"The onboarding skill is undergoing a rewrite that includes major structural changes","type":"decision","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate 4 (b74e8c35-43db-4501-9d8f-46a827363b0f) already explicitly mentions 'adding upfront outline declarations' as part of the onboarding skill rewrite. The new fact is a subset detail already captured in this existing memory.","fact":{"content":"The rewritten onboarding skill includes upfront outline declarations as a new structural element","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [4] already explicitly documents that 'The onboarding skill rewrite includes major structural changes—adding upfront outline declarations, 6-step progress indicators, a \"Guiding Voice\" section to replace \"Interview Philosophy\", and brief relaxation cues between phases.' The new fact about 6-step progress indicators is already captured as part of this comprehensive record.","fact":{"content":"The rewritten onboarding skill includes 6-step progress indicators","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains this exact detail: 'a \"Guiding Voice\" section to replace \"Interview Philosophy\"'. The new fact is already adequately covered by existing memory.","fact":{"content":"The rewritten onboarding skill replaces the 'Interview Philosophy' section with a 'Guiding Voice' section","type":"decision","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"This fact is already comprehensively covered by candidate [4] (ID: 2023d90e-7d49-4f74-bf88-8cb34e7c2095), which states the exact same information with additional context about reducing cognitive load. Also included in candidate [5]'s comprehensive fact list.","fact":{"content":"The rewritten onboarding skill includes brief relaxation cues positioned between phases","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: 2001a8a9-4682-4aef-9522-10e5c7fe5cda
memory_id: 25a841b8-95be-44a9-9df1-61d02ff4bead
job_type: extract
status: completed
leased_at: 2026-02-27T20:23:06.362Z
completed_at: 2026-02-27T20:24:14.918Z
created_at: 2026-02-27T20:20:07.041Z
updated_at: 2026-02-27T20:24:14.918Z
result:
  {"facts":[{"content":"The remember skill is configured with user_invocable: false to hide it from user-facing documentation and prevent manual usage that distorts automatic importance scoring","type":"decision","confidence":0.95},{"content":"Manual saves to the remember skill distort the automatic importance scoring system that determines which facts are prioritized and injected into sessions","type":"rationale","confidence":0.9},{"content":"The recall skill includes a disclaimer explaining that memory is automatically injected at session start and when manual /recall commands are appropriate","type":"procedural","confidence":0.95}],"entities":[{"source":"remember skill","relationship":"configured_with","target":"user_invocable: false","confidence":0.95},{"source":"remember skill","relationship":"hidden_from","target":"users","confidence":0.95},{"source":"remember skill","relationship":"prevents_distortion_of","target":"importance scoring system","confidence":0.9},{"source":"recall skill","relationship":"includes","target":"disclaimer","confidence":0.95},{"source":"disclaimer","relationship":"explains","target":"automatic memory injection at session start","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] (ID: 25a841b8-95be-44a9-9df1-61d02ff4bead) already captures this exact decision: the remember skill hidden via user_invocable: false specifically to prevent manual saves that distort importance scoring. New fact is semantically identical with no additional information.","fact":{"content":"The remember skill is configured with user_invocable: false to hide it from user-facing documentation and prevent manual usage that distorts automatic importance scoring","type":"decision","confidence":0.95}},{"action":"update","targetMemoryId":"f1fded13-e680-4854-860e-1d69414ed85d","confidence":0.95,"reason":"New fact is a more precise articulation of the same rationale. Candidate [1] covers the same concept (manual saves distort importance scoring), but the new fact's explanation of *how* (distorts the system that determines prioritization and injection) is clearer. Merge into [1] for specificity.","fact":{"content":"Manual saves to the remember skill distort the automatic importance scoring system that determines which facts are prioritized and injected into sessions","type":"rationale","confidence":0.9},"targetContent":"The automatic memory pipeline handles memory capture automatically, making manual saves via Remember skill unnecessary and counterproductive to importance scoring"},{"action":"update","targetMemoryId":"25a841b8-95be-44a9-9df1-61d02ff4bead","confidence":0.95,"reason":"New fact confirms the planned recall skill disclaimer has been implemented. Candidate [5] already covers this concept but states it as a plan (\"gains\"). Update to reflect completion: change to present tense and note it's now an accomplished fact rather than a decision.","fact":{"content":"The recall skill includes a disclaimer explaining that memory is automatically injected at session start and when manual /recall commands are appropriate","type":"procedural","confidence":0.95},"targetContent":"The remember skill will be hidden from users (user_invocable: false) to discourage manual saves that distort importance scoring. The recall skill gains a disclaimer explaining automatic injection at session start and when manual /recall is appropriate."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: dade1b71-2618-4462-9ade-10cda2d8bfd2
memory_id: dc38f4bd-08b8-47fc-8e60-f08e4de3916e
job_type: extract
status: completed
leased_at: 2026-02-27T20:24:16.939Z
completed_at: 2026-02-27T20:25:47.053Z
created_at: 2026-02-27T20:20:07.053Z
updated_at: 2026-02-27T20:25:47.053Z
result:
  {"facts":[{"content":"The verification process includes build confirmation as a component","type":"procedural","confidence":0.85},{"content":"The verification process includes skill sync validation as a component","type":"procedural","confidence":0.85},{"content":"The verification process includes testing via /onboarding invocation","type":"procedural","confidence":0.85},{"content":"Verification testing ensures no prompt injection warnings are present in the output","type":"procedural","confidence":0.85},{"content":"Verification testing ensures proper outline rendering functionality","type":"procedural","confidence":0.85},{"content":"Verification testing ensures timezone removal is working correctly","type":"procedural","confidence":0.85}],"entities":[{"source":"Verification process","relationship":"includes","target":"build confirmation","confidence":0.85},{"source":"Verification process","relationship":"includes","target":"skill sync validation","confidence":0.85},{"source":"Verification process","relationship":"uses","target":"/onboarding invocation","confidence":0.85},{"source":"Verification testing","relationship":"ensures","target":"no prompt injection warnings","confidence":0.85},{"source":"Verification testing","relationship":"ensures","target":"proper outline rendering","confidence":0.85},{"source":"Verification testing","relationship":"ensures","target":"timezone removal","confidence":0.85}],"proposals":[{"action":"none","confidence":0.9,"reason":"New fact is already covered by existing candidates. Candidate 5 (dc38f4bd) explicitly states 'Verification includes build confirmation, skill sync validation...' and candidate 3 (ec40e23c) includes 'full build' in its comprehensive verification list. No new information to add.","fact":{"content":"The verification process includes build confirmation as a component","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.92,"reason":"Candidate 5 (dc38f4bd-08b8-47fc-8e60-f08e4de3916e) already captures this exact fact: 'Verification includes build confirmation, skill sync validation, and testing...' The new fact adds no new information.","fact":{"content":"The verification process includes skill sync validation as a component","type":"procedural","confidence":0.85}},{"action":"none","targetMemoryId":"dc38f4bd-08b8-47fc-8e60-f08e4de3916e","confidence":0.95,"reason":"Candidate 5 already explicitly states 'testing via /onboarding invocation' as part of the verification process. The new fact is fully covered by existing memory.","fact":{"content":"The verification process includes testing via /onboarding invocation","type":"procedural","confidence":0.85},"targetContent":"Verification includes build confirmation, skill sync validation, and testing via /onboarding invocation to ensure no prompt injection warnings, proper outline rendering, and timezone removal."},{"action":"none","confidence":0.92,"reason":"New fact is already well-covered by existing memories [3] and [5], which explicitly document that verification includes testing for prompt injection warnings. The new fact restates this principle generically without adding specific methodology or context beyond what's already captured.","fact":{"content":"Verification testing ensures no prompt injection warnings are present in the output","type":"procedural","confidence":0.85}},{"action":"update","targetMemoryId":"dc38f4bd-08b8-47fc-8e60-f08e4de3916e","confidence":0.85,"reason":"New fact directly aligns with existing candidate [5] which already documents outline rendering as part of verification testing. Both cover verification procedures; merging consolidates outline rendering validation details.","fact":{"content":"Verification testing ensures proper outline rendering functionality","type":"procedural","confidence":0.85},"targetContent":"Verification includes build confirmation, skill sync validation, and testing via /onboarding invocation to ensure no prompt injection warnings, proper outline rendering, and timezone removal."},{"action":"none","confidence":0.9,"reason":"Candidate 1 (1bf1a171...) already states that verification includes timezone removal testing as part of comprehensive verification. The new fact adds no new information—it's a subset of what's already captured.","fact":{"content":"Verification testing ensures timezone removal is working correctly","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: db2760bb-fb0a-48ea-bf2b-ed82f17e5fee
memory_id: f501ea92-384d-44a3-bd4c-2ced225c615e
job_type: extract
status: completed
leased_at: 2026-02-27T20:25:49.055Z
completed_at: 2026-02-27T20:27:33.087Z
created_at: 2026-02-27T20:20:07.280Z
updated_at: 2026-02-27T20:27:33.087Z
result:
  {"facts":[{"content":"The onboarding overhaul restructures five files across the template and skills system to address structural issues","type":"decision","confidence":0.9},{"content":"The onboarding overhaul adds missing step indicators to the onboarding flow","type":"decision","confidence":0.9},{"content":"The onboarding overhaul adds a missing outline to the onboarding documentation","type":"decision","confidence":0.9},{"content":"The onboarding overhaul adds persona guidance to clarify user roles and expectations during setup","type":"decision","confidence":0.85},{"content":"The onboarding overhaul eliminates timezone redundancy from the configuration to reduce duplication","type":"decision","confidence":0.85},{"content":"The onboarding overhaul clarifies the relationship between manual memory saves (/remember, /recall commands) and the automatic memory pipeline","type":"decision","confidence":0.9}],"entities":[{"source":"onboarding overhaul","relationship":"restructures","target":"five files in template and skills system","confidence":0.9},{"source":"onboarding overhaul","relationship":"fixes","target":"missing step indicators","confidence":0.9},{"source":"onboarding overhaul","relationship":"fixes","target":"missing outline","confidence":0.9},{"source":"onboarding overhaul","relationship":"adds","target":"persona guidance","confidence":0.85},{"source":"onboarding overhaul","relationship":"eliminates","target":"timezone redundancy","confidence":0.85},{"source":"manual memory saves (/remember, /recall)","relationship":"clarified in relation to","target":"automatic memory pipeline","confidence":0.9}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate [1] already captures the core factual content (restructuring five files across template and skills system). Candidate [5] provides comprehensive coverage including both the restructuring and the structural issues being addressed. The new fact is a restatement that doesn't add unique information beyond what's already stored.","fact":{"content":"The onboarding overhaul restructures five files across the template and skills system to address structural issues","type":"decision","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate [4] already comprehensively covers this fact, explicitly stating the solution: 'adding upfront outline declarations, 6-step progress indicators'. The new fact is a detail subsumed by this existing memory.","fact":{"content":"The onboarding overhaul adds missing step indicators to the onboarding flow","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"The new fact is already well-covered by existing candidates. Candidate [5] explicitly lists 'missing outline' as a structural issue being fixed, and candidate [4] specifically mentions 'adding upfront outline declarations' as part of the structural changes. No new information to capture.","fact":{"content":"The onboarding overhaul adds a missing outline to the onboarding documentation","type":"decision","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Candidate [5] already comprehensively documents the onboarding overhaul plan, which explicitly includes 'add persona guidance' as one of the restructuring tasks. The new fact is a specific implementation detail of this already-documented overhaul, making it redundant.","fact":{"content":"The onboarding overhaul adds persona guidance to clarify user roles and expectations during setup","type":"decision","confidence":0.85}},{"action":"none","confidence":0.9,"reason":"New fact is already covered by candidate [5], which explicitly lists 'eliminate timezone redundancy' as a key action in the onboarding overhaul. The problem context (candidate [1]) and the solution approach (candidate [5]) are both already documented.","fact":{"content":"The onboarding overhaul eliminates timezone redundancy from the configuration to reduce duplication","type":"decision","confidence":0.85}},{"action":"none","targetMemoryId":"401f623a-8a44-446f-9ee0-776a65a3ce31","confidence":0.95,"reason":"New fact matches existing candidate [1] nearly verbatim—both capture the same decision that the onboarding overhaul clarifies the relationship between manual memory saves and the automatic pipeline. Candidate [1] is already stored and sufficient.","fact":{"content":"The onboarding overhaul clarifies the relationship between manual memory saves (/remember, /recall commands) and the automatic memory pipeline","type":"decision","confidence":0.9},"targetContent":"The onboarding overhaul clarifies the relationship between manual memory saves (/remember and /recall commands) and the automatic memory pipeline"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: c644ad40-74f0-4dd9-8796-0a1610b957ce
memory_id: 916680c3-b8b5-486d-8fd2-f5f2cd3b8dae
job_type: extract
status: completed
leased_at: 2026-02-27T20:27:35.089Z
completed_at: 2026-02-27T20:29:38.594Z
created_at: 2026-02-27T20:20:07.292Z
updated_at: 2026-02-27T20:29:38.594Z
result:
  {"facts":[{"content":"The onboarding skill underwent a major structural rewrite including reorganization of workflow and user guidance","type":"decision","confidence":0.9},{"content":"The onboarding skill displays a 6-step outline to users upfront before beginning the workflow","type":"procedural","confidence":0.9},{"content":"The onboarding skill's guiding voice uses a warm and patient tone, intentionally framed as style guidance rather than roleplay","type":"decision","confidence":0.85},{"content":"Step indicators are displayed at each phase of the onboarding skill to show user progress","type":"procedural","confidence":0.9},{"content":"Timezone collection was removed from the onboarding skill workflow","type":"decision","confidence":0.85},{"content":"Relaxation cues were added to the onboarding skill at phase transitions to improve user experience","type":"decision","confidence":0.85},{"content":"The quick mode feature of the onboarding skill was updated as part of the structural rewrite","type":"decision","confidence":0.8}],"entities":[{"source":"onboarding skill","relationship":"has","target":"6-step outline displayed upfront","confidence":0.9},{"source":"onboarding skill","relationship":"uses","target":"warm and patient guiding voice","confidence":0.85},{"source":"onboarding skill","relationship":"has","target":"step indicators at each phase","confidence":0.9},{"source":"onboarding skill","relationship":"removed","target":"timezone collection","confidence":0.85},{"source":"onboarding skill","relationship":"has","target":"relaxation cues at phase transitions","confidence":0.85},{"source":"onboarding skill","relationship":"has","target":"quick mode","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate 4 already captures this fact with greater specificity, detailing the exact structural changes made (outline declarations, 6-step progress indicators, 'Guiding Voice' section, relaxation cues). The new fact is a general summary that is subsumed by the more detailed existing memory.","fact":{"content":"The onboarding skill underwent a major structural rewrite including reorganization of workflow and user guidance","type":"decision","confidence":0.9}},{"action":"none","confidence":0.88,"reason":"Candidate [5] already comprehensively covers this fact—it explicitly mentions 'adding upfront outline declarations, 6-step progress indicators' as part of the onboarding skill rewrite. The new fact is the same specific detail (6-step outline displayed upfront) and adds no novel information.","fact":{"content":"The onboarding skill displays a 6-step outline to users upfront before beginning the workflow","type":"procedural","confidence":0.9}},{"action":"update","targetMemoryId":"70d87c36-4f14-4917-8fdb-c79947029419","confidence":0.88,"reason":"New fact refines existing memory about roleplay avoidance by specifying it's intentionally framed as style guidance. Updates [5] to be more precise about the framing approach while preserving the core insight about authenticity.","fact":{"content":"The onboarding skill's guiding voice uses a warm and patient tone, intentionally framed as style guidance rather than roleplay","type":"decision","confidence":0.85},"targetContent":"The onboarding skill's 'Guiding Voice' avoids roleplay to maintain authenticity and directness"},{"action":"update","targetMemoryId":"b74e8c35-43db-4501-9d8f-46a827363b0f","confidence":0.85,"reason":"New fact provides implementation detail for existing candidate [4]. The candidate already mentions '6-step progress indicators' as part of the rewrite; the new fact clarifies that these indicators are actively displayed at each phase to show progress. Merging creates a more complete picture.","fact":{"content":"Step indicators are displayed at each phase of the onboarding skill to show user progress","type":"procedural","confidence":0.9},"targetContent":"The onboarding skill rewrite includes major structural changes—adding upfront outline declarations, 6-step progress indicators, a \"Guiding Voice\" section to replace \"Interview Philosophy\", and brief relaxation cues between phases."},{"action":"update","targetMemoryId":"f501ea92-384d-44a3-bd4c-2ced225c615e","confidence":0.9,"reason":"New fact is the concrete decision that implements the timezone redundancy fix mentioned in candidate 5. Should merge to show both the identified problem and the actual decision made.","fact":{"content":"Timezone collection was removed from the onboarding skill workflow","type":"decision","confidence":0.85},"targetContent":"The onboarding overhaul involves restructuring five files across the template and skills system to fix structural issues (missing step indicators, no outline), add persona guidance, eliminate timezone redundancy, and clarify the relationship between manual memory saves (/remember, /recall) and the automatic memory pipeline."},{"action":"none","confidence":0.92,"reason":"Candidate [5] already captures this fact: 'The rewritten onboarding skill includes brief relaxation cues inserted between phases to reduce cognitive load' directly matches the new fact about relaxation cues at phase transitions improving user experience.","fact":{"content":"Relaxation cues were added to the onboarding skill at phase transitions to improve user experience","type":"decision","confidence":0.85}},{"action":"update","targetMemoryId":"b74e8c35-43db-4501-9d8f-46a827363b0f","confidence":0.85,"reason":"The new fact about quick mode being updated is a specific detail that belongs in the comprehensive list of onboarding rewrite changes. Candidate [4] already covers major structural changes, so this adds a new feature change to that existing knowledge.","fact":{"content":"The quick mode feature of the onboarding skill was updated as part of the structural rewrite","type":"decision","confidence":0.8},"targetContent":"The onboarding skill rewrite includes major structural changes—adding upfront outline declarations, 6-step progress indicators, a \"Guiding Voice\" section to replace \"Interview Philosophy\", and brief relaxation cues between phases."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":4,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: b54900a2-68b9-4cca-8220-f9c6a82f4f03
memory_id: 94bd8244-3917-4884-9b6c-dc1420cb73f0
job_type: extract
status: completed
leased_at: 2026-02-27T20:29:40.596Z
completed_at: 2026-02-27T20:30:52.765Z
created_at: 2026-02-27T20:20:07.303Z
updated_at: 2026-02-27T20:30:52.765Z
result:
  {"facts":[{"content":"A feature or skill is hidden from users with user_invocable: false to prevent manual saves from distorting the automatic pipeline's importance scoring system","type":"decision","confidence":0.7},{"content":"The automatic memory pipeline handles capture of facts and preferences automatically, and manual saving is discouraged because it can distort importance scoring","type":"rationale","confidence":0.7},{"content":"The Recall skill includes a disclaimer section that clarifies automatic injection behavior and when /recall is useful","type":"procedural","confidence":0.75},{"content":"The /recall command is useful for targeted searches and debugging purposes","type":"semantic","confidence":0.8}],"entities":[{"source":"automatic pipeline","relationship":"handles","target":"memory capture","confidence":0.75},{"source":"manual saves","relationship":"distorts","target":"importance scoring","confidence":0.75},{"source":"Recall skill","relationship":"includes","target":"disclaimer section","confidence":0.8},{"source":"/recall command","relationship":"useful_for","target":"targeted searches","confidence":0.8},{"source":"/recall command","relationship":"useful_for","target":"debugging","confidence":0.8}],"proposals":[{"action":"none","confidence":0.85,"reason":"Candidate [4] already captures this exact concept: features are hidden (user_invocable: false) to prevent manual saves from distorting importance scoring in the automatic pipeline. The new fact is a restatement of existing memory.","fact":{"content":"A feature or skill is hidden from users with user_invocable: false to prevent manual saves from distorting the automatic pipeline's importance scoring system","type":"decision","confidence":0.7}},{"action":"none","confidence":0.9,"reason":"Candidate [4] (ID: f1fded13-e680-4854-860e-1d69414ed85d) already captures this exact rationale: manual saves distort the automatic importance scoring system. The new fact is a slightly different phrasing of the same core idea with no new information to merge.","fact":{"content":"The automatic memory pipeline handles capture of facts and preferences automatically, and manual saving is discouraged because it can distort importance scoring","type":"rationale","confidence":0.7}},{"action":"none","confidence":0.95,"reason":"Candidate [4] (ID: 25a841b8-95be-44a9-9df1-61d02ff4bead) already captures this exact fact: 'The recall skill includes a disclaimer explaining that memory is automatically injected at session start and when manual /recall commands are appropriate.' The new fact is a minor restatement of the same information with negligible wording variation.","fact":{"content":"The Recall skill includes a disclaimer section that clarifies automatic injection behavior and when /recall is useful","type":"procedural","confidence":0.75}},{"action":"update","targetMemoryId":"25a841b8-95be-44a9-9df1-61d02ff4bead","confidence":0.75,"reason":"New fact adds specific use cases (/recall for targeted searches and debugging) that complement the existing procedural note about when manual /recall is appropriate. Merge to create more actionable guidance.","fact":{"content":"The /recall command is useful for targeted searches and debugging purposes","type":"semantic","confidence":0.8},"targetContent":"The recall skill includes a disclaimer explaining that memory is automatically injected at session start and when manual /recall commands are appropriate"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 6b8d19a1-b781-48d9-8d1c-e17f0e08ab68
memory_id: 0b8644c5-55a7-4d9c-8a8a-be800407cd43
job_type: extract
status: completed
leased_at: 2026-02-27T20:30:54.769Z
completed_at: 2026-02-27T20:32:02.980Z
created_at: 2026-02-27T20:20:07.315Z
updated_at: 2026-02-27T20:32:02.980Z
result:
  {"facts":[{"content":"Implementation order was established: templates first, skills second, main onboarding rewrite third","type":"decision","confidence":0.85},{"content":"Templates are characterized as low-risk in the implementation sequence","type":"fact","confidence":0.85},{"content":"Skills implementation involves additive disclaimers","type":"procedural","confidence":0.8},{"content":"The phased implementation order (templates → skills → onboarding rewrite) was chosen to sequence low-risk changes first, allowing higher-risk changes (main onboarding rewrite) to follow after foundational work is complete","type":"rationale","confidence":0.75}],"entities":[{"source":"templates","relationship":"implemented_before","target":"skills","confidence":0.85},{"source":"skills","relationship":"implemented_before","target":"main onboarding rewrite","confidence":0.85},{"source":"templates","relationship":"characterized_as","target":"low-risk","confidence":0.85},{"source":"skills","relationship":"involves","target":"additive disclaimers","confidence":0.8}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [2] already captures this exact implementation order decision with identical sequencing (templates → skills → onboarding rewrite) plus additional context about risk levels and skill disclaimers. The new fact adds no new information.","fact":{"content":"Implementation order was established: templates first, skills second, main onboarding rewrite third","type":"decision","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively covered by existing memories, particularly [1] which explicitly states templates are 'characterized as low-risk', and [3] which provides the complete implementation sequence including this characterization. No new information or refinement is needed.","fact":{"content":"Templates are characterized as low-risk in the implementation sequence","type":"fact","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this exact procedural fact: 'Skills implementation is the second phase and involves additive disclaimers.' New fact is redundant.","fact":{"content":"Skills implementation involves additive disclaimers","type":"procedural","confidence":0.8}},{"action":"update","targetMemoryId":"90be11d9-e477-4b3e-b1bb-21ff577c40a5","confidence":0.78,"reason":"New fact provides broader strategic rationale for the entire phased approach (risk-based sequencing: low-risk first → high-risk after foundational work), while existing candidate only covers why templates phase was selected. Merging creates more complete understanding of the implementation strategy.","fact":{"content":"The phased implementation order (templates → skills → onboarding rewrite) was chosen to sequence low-risk changes first, allowing higher-risk changes (main onboarding rewrite) to follow after foundational work is complete","type":"rationale","confidence":0.75},"targetContent":"Templates phase was chosen first because it presents low implementation risk compared to skills and onboarding"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 1d259d1f-da71-4229-bd85-bf426a6663dd
memory_id: d6383910-307a-415a-b660-328cc6d418fe
job_type: extract
status: completed
leased_at: 2026-02-27T20:32:04.982Z
completed_at: 2026-02-27T20:33:05.141Z
created_at: 2026-02-27T20:20:07.329Z
updated_at: 2026-02-27T20:33:05.141Z
result:
  {"facts":[{"content":"Four roadmap items have been completed: defaults, npm gate, hook isolation, and non-interactive CLI","type":"fact","confidence":0.95},{"content":"The completed roadmap items (defaults, npm gate, hook isolation, non-interactive CLI) were marked as 'on fire', indicating high-priority status","type":"semantic","confidence":0.9},{"content":"The current plan depends on and follows the completion of four high-priority roadmap items as a prerequisite","type":"procedural","confidence":0.95}],"entities":[{"source":"current plan","relationship":"follows-completion-of","target":"defaults, npm gate, hook isolation, non-interactive CLI roadmap items","confidence":0.95},{"source":"defaults, npm gate, hook isolation, non-interactive CLI","relationship":"were-marked-as","target":"on fire (high-priority)","confidence":0.9}],"proposals":[{"action":"none","confidence":0.92,"reason":"New fact is already captured by existing candidate 5 (d6383910...) which explicitly states 'completion of four on fire roadmap items (defaults, npm gate, hook isolation, non-interactive CLI)'. Candidates 3 and 4 also reference these same items. No new information to add.","fact":{"content":"Four roadmap items have been completed: defaults, npm gate, hook isolation, and non-interactive CLI","type":"fact","confidence":0.95}},{"action":"update","targetMemoryId":"137d61d6-ff0b-4a62-be2b-f5edcf2427fe","confidence":0.85,"reason":"New fact clarifies what 'on fire' status means (high-priority). Candidate [2] already references these four items as 'on fire' prerequisites. Updating it to explicitly define 'on fire' = high-priority makes the memory more self-contained and clearer for future reference.","fact":{"content":"The completed roadmap items (defaults, npm gate, hook isolation, non-interactive CLI) were marked as 'on fire', indicating high-priority status","type":"semantic","confidence":0.9},"targetContent":"Four prerequisite 'on fire' items (defaults, npm gate, hook isolation, non-interactive CLI) have been completed or are being completed before the onboarding overhaul begins"},{"action":"none","confidence":0.95,"reason":"Existing candidates [4] and [5] already explicitly document this same dependency: the current plan (Onboarding Overhaul) follows completion of four 'on fire' roadmap items. Candidate [5] is nearly identical in meaning and provides specific item names (defaults, npm gate, hook isolation, non-interactive CLI). New fact is redundant.","fact":{"content":"The current plan depends on and follows the completion of four high-priority roadmap items as a prerequisite","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: a718b3f6-5a20-4d98-ab91-e36280a9dca9
memory_id: 92e6955a-241e-425b-b803-3a9badae1d25
job_type: extract
status: completed
leased_at: 2026-02-27T20:33:21.690Z
completed_at: 2026-02-27T20:34:23.173Z
created_at: 2026-02-27T20:20:07.409Z
updated_at: 2026-02-27T20:34:23.173Z
result:
  {"facts":[{"content":"daemon.ts should implement runtime auto-detection of the extraction provider (claude, opencode, or ollama as fallback) after loading the configuration file","type":"decision","confidence":0.85},{"content":"cli.ts should implement extraction provider auto-detection within the setup wizard","type":"decision","confidence":0.85},{"content":"cli.ts should write a complete nested pipelineV2 configuration instead of a minimal flat format","type":"decision","confidence":0.85},{"content":"The supported extraction providers are: claude, opencode, and ollama (with ollama as the fallback option)","type":"semantic","confidence":0.9}],"entities":[{"source":"daemon.ts","relationship":"implements","target":"runtime extraction provider auto-detection","confidence":0.85},{"source":"cli.ts","relationship":"implements","target":"extraction provider auto-detection in setup wizard","confidence":0.85},{"source":"cli.ts","relationship":"writes","target":"nested pipelineV2 configuration","confidence":0.85},{"source":"extraction provider options","relationship":"includes","target":"claude, opencode, ollama","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already captured in candidate [5], which explicitly states 'daemon.ts: Add runtime auto-detection of extraction provider (claude, opencode, ollama fallback) after loading config.' No new information to add.","fact":{"content":"daemon.ts should implement runtime auto-detection of the extraction provider (claude, opencode, or ollama as fallback) after loading the configuration file","type":"decision","confidence":0.85}},{"action":"none","confidence":0.92,"reason":"Existing candidate [5] already documents this exact decision: 'cli.ts: Implement extraction provider auto-detection in setup wizard'. The new fact adds no novel information and is redundant with established memory.","fact":{"content":"cli.ts should implement extraction provider auto-detection within the setup wizard","type":"decision","confidence":0.85}},{"action":"update","targetMemoryId":"691ef083-72d1-4a00-9868-ad331319dcbf","confidence":0.82,"reason":"New fact is a specific implementation decision directly related to the existing PipelineV2Config restructuring plan. Updating the memory to include this cli.ts behavior decision keeps related context cohesive.","fact":{"content":"cli.ts should write a complete nested pipelineV2 configuration instead of a minimal flat format","type":"decision","confidence":0.85},"targetContent":"## Plan Review: PipelineV2Config Restructuring Session began with a detailed plan to refactor the flat PipelineV2Config type into a nested structure with semantic sub-objects."},{"action":"none","confidence":0.95,"reason":"New fact is already covered by existing candidates 3 and 5, which explicitly detail the provider hierarchy (claude → opencode → ollama fallback). Candidate 4 also covers the opencode fallback step. The new fact adds no novel information beyond what's already captured.","fact":{"content":"The supported extraction providers are: claude, opencode, and ollama (with ollama as the fallback option)","type":"semantic","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: cebf430b-2757-4797-bbe6-e40bb14a4fc1
memory_id: 611a0c7f-6896-4bd1-91fa-cdd494420644
job_type: extract
status: completed
leased_at: 2026-02-27T20:34:25.175Z
completed_at: 2026-02-27T20:35:13.611Z
created_at: 2026-02-27T20:20:07.442Z
updated_at: 2026-02-27T20:35:13.611Z
result:
  {"facts":[{"content":"A fix was implemented in `packages/predictor/src/main.rs` at line 79 to reject mismatched candidate_features","type":"decision","confidence":0.9},{"content":"The predictor was silently corrupting data when candidate_features were mismatched; the line 79 fix prevents this by rejecting mismatched values instead of accepting them","type":"rationale","confidence":0.85},{"content":"Nicholai implemented the predictor candidate_features validation fix","type":"fact","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"implemented","target":"predictor candidate_features validation fix","confidence":0.9},{"source":"fix at packages/predictor/src/main.rs:79","relationship":"prevents","target":"silent data corruption from mismatched candidate_features","confidence":0.85},{"source":"packages/predictor/src/main.rs:79","relationship":"rejects","target":"mismatched candidate_features","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [2] is a decision memory that already captures this exact fact: the fix was implemented in packages/predictor/src/main.rs at line 79 to reject mismatched candidate_features. The new fact adds no new information and is fully covered by existing memories [2], [3], [4], and [5].","fact":{"content":"A fix was implemented in `packages/predictor/src/main.rs` at line 79 to reject mismatched candidate_features","type":"decision","confidence":0.9}},{"action":"update","targetMemoryId":"3b66ffde-f0e9-4c29-a6b5-2ab47a6ed525","confidence":0.9,"reason":"New fact adds the immediate problem statement (silent data corruption) to complement existing rationale (upstream visibility). Both explain benefits of the line 79 fix—preventing corruption while enabling bug detection. Merge into a single comprehensive rationale.","fact":{"content":"The predictor was silently corrupting data when candidate_features were mismatched; the line 79 fix prevents this by rejecting mismatched values instead of accepting them","type":"rationale","confidence":0.85},"targetContent":"Rejecting mismatched candidate_features vectors enables upstream bugs to surface, improving visibility into data quality issues and ranking problems"},{"action":"none","confidence":0.95,"reason":"Fact is already covered by existing candidates [3] and [5], which document the same fix in packages/predictor/src/main.rs (line 79) to reject mismatched candidate_features. No new information is added.","fact":{"content":"Nicholai implemented the predictor candidate_features validation fix","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: 7560f540-d440-4dff-8a04-49d9166c5126
memory_id: 188d1a92-93b3-454e-9228-a2bd324d749f
job_type: extract
status: completed
leased_at: 2026-02-27T20:35:15.611Z
completed_at: 2026-02-27T20:36:38.007Z
created_at: 2026-02-27T20:20:07.454Z
updated_at: 2026-02-27T20:36:38.007Z
result:
  {"facts":[{"content":"The code previously silently replaced mismatched `candidate_features` vectors with all-zero values when their length did not match `candidate_ids`","type":"fact","confidence":0.95},{"content":"Silent replacement of mismatched `candidate_features` vectors masked upstream bugs without signaling the problem","type":"fact","confidence":0.9},{"content":"Silent replacement of mismatched `candidate_features` vectors with all-zero values degraded ranking quality","type":"fact","confidence":0.9},{"content":"A fix was implemented to change the logic for handling mismatched `candidate_features` vectors instead of silently replacing them","type":"decision","confidence":0.8},{"content":"The original behavior of silently replacing mismatched vectors was problematic because it masked upstream bugs and prevented error detection, while also degrading ranking quality by substituting valid data with zeros","type":"rationale","confidence":0.85}],"entities":[{"source":"candidate_features vectors","relationship":"mismatched with","target":"candidate_ids","confidence":0.95},{"source":"code behavior","relationship":"masked","target":"upstream bugs","confidence":0.9},{"source":"silent replacement","relationship":"degraded","target":"ranking quality","confidence":0.9},{"source":"fix","relationship":"changed","target":"vector mismatch handling logic","confidence":0.8}],"proposals":[{"action":"none","confidence":0.98,"reason":"New fact is already covered by candidate [5], which contains the exact same statement about silent replacement with all-zero values when candidate_features length mismatches candidate_ids. Also referenced in candidates [2] and [4].","fact":{"content":"The code previously silently replaced mismatched `candidate_features` vectors with all-zero values when their length did not match `candidate_ids`","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"The new fact describes the core problem (silent replacement masking bugs) which is already comprehensively captured in candidate [5] (the issue description). Candidate [5] provides more detail about the mechanism (all-zero values, degraded ranking quality, length mismatch check) and context. No new information would be gained by storing this fact separately.","fact":{"content":"Silent replacement of mismatched `candidate_features` vectors masked upstream bugs without signaling the problem","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] (188d1a92...) already comprehensively captures this fact: it explicitly states the silent replacement of mismatched candidate_features with all-zero values degraded ranking quality and masked upstream bugs. The new fact is a direct subset of existing memory.","fact":{"content":"Silent replacement of mismatched `candidate_features` vectors with all-zero values degraded ranking quality","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Existing candidates already comprehensively cover this fix. Candidates 1, 2, 4, and 5 explicitly document the change from silent replacement to explicit error handling for mismatched candidate_features vectors. Candidate 4 specifically states 'If provided but length mismatches → return explicit error (fixed from silent zero-fill)', which directly matches the new fact. No new information or perspective is being added.","fact":{"content":"A fix was implemented to change the logic for handling mismatched `candidate_features` vectors instead of silently replacing them","type":"decision","confidence":0.8}},{"action":"none","confidence":0.9,"reason":"Candidate [5] already fully captures this content: it describes the silent vector replacement with zeros, notes it masked upstream bugs, and explicitly states it degraded ranking quality without signaling the problem. The new fact is a rationale-framed restatement of the same issue, adding no new information that isn't already covered.","fact":{"content":"The original behavior of silently replacing mismatched vectors was problematic because it masked upstream bugs and prevented error detection, while also degrading ranking quality by substituting valid data with zeros","type":"rationale","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: bca1ce88-d50f-41d0-bc1d-ac7ec7ca6b1d
memory_id: 10c10e18-965d-432e-aebe-1eabd64b0249
job_type: extract
status: completed
leased_at: 2026-02-27T20:36:40.030Z
completed_at: 2026-02-27T20:37:45.281Z
created_at: 2026-02-27T20:20:07.588Z
updated_at: 2026-02-27T20:37:45.281Z
result:
  {"facts":[{"content":"The Remember skill should be configured with `user_invocable: false` to hide it from users","type":"procedural","confidence":0.9},{"content":"Setting `user_invocable: false` on the Remember skill prevents hook-based auto-remembering","type":"procedural","confidence":0.9},{"content":"Hook-based auto-remembering of the Remember skill doubles token usage, making it inefficient. Setting `user_invocable: false` should be used to prevent this behavior and reduce token consumption.","type":"rationale","confidence":0.85}],"entities":[{"source":"Remember skill","relationship":"should_be_configured_with","target":"`user_invocable: false`","confidence":0.9},{"source":"`user_invocable: false`","relationship":"hides_from","target":"users","confidence":0.85},{"source":"`user_invocable: false`","relationship":"prevents","target":"hook-based auto-remembering","confidence":0.9},{"source":"hook-based auto-remembering","relationship":"doubles","target":"Remember skill token usage","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate [4] already documents this fact with identical guidance. The new fact adds no new information beyond what's already captured in the existing memory about Remember skill configuration.","fact":{"content":"The Remember skill should be configured with `user_invocable: false` to hide it from users","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact fact: 'Set `user_invocable: false` to hide from users and prevent hook-based auto-remembering'. The new fact is a restatement of existing memory.","fact":{"content":"Setting `user_invocable: false` on the Remember skill prevents hook-based auto-remembering","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidates [3] and [5] already capture this exact rationale: [3] explicitly states the rationale for disabling user_invocable to avoid doubling token costs from automatic hook-based memory capture, and [5] restates the same fact about preventing hook-based auto-remembering that doubles token usage. The new fact adds no new information.","fact":{"content":"Hook-based auto-remembering of the Remember skill doubles token usage, making it inefficient. Setting `user_invocable: false` should be used to prevent this behavior and reduce token consumption.","type":"rationale","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: fb9137a4-0147-497d-8756-4e00372c285f
memory_id: c333c920-2023-4521-904b-e48e7686e71d
job_type: extract
status: completed
leased_at: 2026-02-27T20:37:47.282Z
completed_at: 2026-02-27T20:38:35.002Z
created_at: 2026-02-27T20:20:07.641Z
updated_at: 2026-02-27T20:38:35.002Z
result:
  {"facts":[{"content":"The onboarding skill guides users through four phases of agent personalization","type":"procedural","confidence":0.95},{"content":"Agent Identity (documented in IDENTITY.md) is the first phase of the onboarding skill and covers character definition including name, creature type, origin story, and visual identity","type":"procedural","confidence":0.95}],"entities":[{"source":"onboarding skill","relationship":"guides users through","target":"four phases of agent personalization","confidence":0.95},{"source":"Agent Identity","relationship":"is documented in","target":"IDENTITY.md","confidence":0.95},{"source":"Agent Identity","relationship":"is first phase of","target":"onboarding skill","confidence":0.95},{"source":"Agent Identity","relationship":"covers","target":"character definition","confidence":0.95},{"source":"Agent Identity","relationship":"covers","target":"name","confidence":0.95},{"source":"Agent Identity","relationship":"covers","target":"creature type","confidence":0.95},{"source":"Agent Identity","relationship":"covers","target":"origin story","confidence":0.95},{"source":"Agent Identity","relationship":"covers","target":"visual identity","confidence":0.95}],"proposals":[{"action":"delete","targetMemoryId":"fa3356db-f548-4c35-bf72-cbb15f50b663","confidence":0.95,"reason":"New fact directly contradicts candidate 3. The onboarding skill DOES provide guidance on agent persona and identity as phase 1 of its four-phase personalization framework. Candidate 5 already captures the correct information.","fact":{"content":"The onboarding skill guides users through four phases of agent personalization","type":"procedural","confidence":0.95},"targetContent":"The onboarding process currently lacks guidance on agent persona and identity configuration"},{"action":"none","confidence":0.98,"reason":"Candidate [3] (ID: 4680879f-fb9b-438c-9f22-23df820feaed) already contains this exact procedural information about Agent Identity being the first onboarding phase with identical details (character definition, name, creature type, origin story, visual identity)","fact":{"content":"Agent Identity (documented in IDENTITY.md) is the first phase of the onboarding skill and covers character definition including name, creature type, origin story, and visual identity","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":1,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 738757f5-8791-4a04-9521-3b618de07f49
memory_id: 9643cde2-81f1-4b82-807b-a59824fc518e
job_type: extract
status: completed
leased_at: 2026-02-27T20:38:37.004Z
completed_at: 2026-02-27T20:39:32.220Z
created_at: 2026-02-27T20:20:07.710Z
updated_at: 2026-02-27T20:39:32.220Z
result:
  {"facts":[{"content":"The backtest handler currently opens a new database connection for each incoming request","type":"fact","confidence":0.95},{"content":"The backtest handler should be refactored to use a shared historical_store instead of opening individual connections per request","type":"decision","confidence":0.95},{"content":"Using a shared historical_store instead of per-request connections improves resource efficiency and reduces connection overhead in the backtest handler","type":"rationale","confidence":0.9}],"entities":[{"source":"backtest handler","relationship":"currently opens","target":"new connection per request","confidence":0.95},{"source":"backtest handler","relationship":"should use","target":"shared historical_store","confidence":0.95},{"source":"shared historical_store","relationship":"replaces","target":"per-request connections","confidence":0.9}],"proposals":[{"action":"update","targetMemoryId":"9643cde2-81f1-4b82-807b-a59824fc518e","confidence":0.95,"reason":"New fact describes the current behavior that candidate 3 is trying to fix. They're directly related—new fact establishes the problem state, candidate 3 describes the solution. Merging them creates a complete memory: current behavior + required fix.","fact":{"content":"The backtest handler currently opens a new database connection for each incoming request","type":"fact","confidence":0.95},"targetContent":"Update backtest handler to use the shared historical_store instead of opening a new connection per request"},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact decision: 'Update backtest handler to use the shared historical_store instead of opening a new connection per request'. New fact is redundant with existing memory.","fact":{"content":"The backtest handler should be refactored to use a shared historical_store instead of opening individual connections per request","type":"decision","confidence":0.95}},{"action":"update","targetMemoryId":"8d54690a-2b70-4fee-92da-5928b6397f4b","confidence":0.95,"reason":"New fact expresses the same rationale as candidate 3 but with added specificity about the backtest handler context. Merge to create a more concrete, location-aware memory entry.","fact":{"content":"Using a shared historical_store instead of per-request connections improves resource efficiency and reduces connection overhead in the backtest handler","type":"rationale","confidence":0.9},"targetContent":"Using a shared historical_store reduces connection overhead and resource consumption compared to per-request connection creation"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: a2e09b52-1998-4a53-aa9c-012195095e34
memory_id: eaa5b6f9-7136-4234-8d48-96ed10f5032f
job_type: extract
status: completed
leased_at: 2026-02-27T20:39:34.222Z
completed_at: 2026-02-27T20:40:37.107Z
created_at: 2026-02-27T20:20:07.747Z
updated_at: 2026-02-27T20:40:37.107Z
result:
  {"facts":[{"content":"Signet is designed to work across all three platforms (Claude Code, OpenCode, and Cursor)","type":"fact","confidence":0.85},{"content":"Signet implements a tool-agnostic design principle that allows it to operate regardless of MCP or skills framework support","type":"semantic","confidence":0.8},{"content":"Signet provides a hooks-based fallback approach for operation when MCP or skills support is unavailable","type":"procedural","confidence":0.8},{"content":"Nicholai was asking about how Signet works independently of MCP or skills framework support when the conversation ended","type":"fact","confidence":0.85}],"entities":[{"source":"Signet","relationship":"works across","target":"Claude Code, OpenCode, Cursor","confidence":0.85},{"source":"Signet","relationship":"implements","target":"tool-agnostic design","confidence":0.8},{"source":"Signet","relationship":"provides","target":"hooks-based fallback approach","confidence":0.8},{"source":"Nicholai","relationship":"inquires about","target":"Signet operation without MCP/skills support","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [2] already captures this fact: 'Signet provides agent identity that travels across different AI platforms (Claude Code, OpenCode, Cursor, etc.)'. The new fact is semantically identical and adds no new information beyond what's already stored.","fact":{"content":"Signet is designed to work across all three platforms (Claude Code, OpenCode, and Cursor)","type":"fact","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidates 3, 4, and 5 already comprehensively cover this concept. Candidate 4 is particularly thorough, explicitly stating the tool-agnostic design with hooks-based fallback for when MCP/skills are unavailable. The new fact adds no additional information.","fact":{"content":"Signet implements a tool-agnostic design principle that allows it to operate regardless of MCP or skills framework support","type":"semantic","confidence":0.8}},{"action":"none","targetMemoryId":"f462d220-f134-4bf4-b0c7-91b6a7da1b42","confidence":0.95,"reason":"Candidate [4] already captures this exact fact: 'Signet implements a tool-agnostic design approach that provides a hooks-based fallback mechanism for operation when MCP or skills support are unavailable.' The new fact is a minor restatement of the same concept.","fact":{"content":"Signet provides a hooks-based fallback approach for operation when MCP or skills support is unavailable","type":"procedural","confidence":0.8},"targetContent":"Signet implements a tool-agnostic design approach that provides a hooks-based fallback mechanism for operation when MCP or skills support are unavailable"},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact detail: 'The user began asking about how Signet works regardless of MCP or skills support (the hooks-based fallback approach), but the conversation was cut short before that explanation was provided.' The new fact is a less detailed version of what's already stored.","fact":{"content":"Nicholai was asking about how Signet works independently of MCP or skills framework support when the conversation ended","type":"fact","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 9d236104-3018-487c-af24-20c9ce9d4d19
memory_id: d3f2dbcf-85ea-42f3-b179-1beb56c9452c
job_type: extract
status: completed
leased_at: 2026-02-27T20:40:39.110Z
completed_at: 2026-02-27T20:41:10.713Z
created_at: 2026-02-27T20:22:57.293Z
updated_at: 2026-02-27T20:41:10.713Z
result:
  {"facts":[{"content":"Nicholai initiated a brainstorming session focused on identifying the most impactful new feature to add to the Signet project","type":"procedural","confidence":0.95},{"content":"The brainstorming session objective is to evaluate and prioritize potential new features for the Signet project based on their impact","type":"semantic","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"initiated","target":"brainstorming session","confidence":0.95},{"source":"brainstorming session","relationship":"focuses on","target":"Signet project features","confidence":0.9},{"source":"brainstorming session","relationship":"aims to identify","target":"most impactful new feature","confidence":0.9}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [5] is nearly identical to the new fact - both describe Nicholai initiating a brainstorming session to identify impactful features for Signet. Memory already exists and covers this event.","fact":{"content":"Nicholai initiated a brainstorming session focused on identifying the most impactful new feature to add to the Signet project","type":"procedural","confidence":0.95}},{"action":"update","targetMemoryId":"d3f2dbcf-85ea-42f3-b179-1beb56c9452c","confidence":0.9,"reason":"New fact refines the existing Signet brainstorming session memory with more specific detail about the session's objective: evaluating and prioritizing multiple features based on impact, rather than just identifying a single impactful feature.","fact":{"content":"The brainstorming session objective is to evaluate and prioritize potential new features for the Signet project based on their impact","type":"semantic","confidence":0.9},"targetContent":"## Brainstorming Session for Signet Features Nicholai initiated a brainstorming session to identify the most impactful new feature to add to the Signet project."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: b023cbcd-27c9-4a28-aab1-0afa4d7e95dc
memory_id: 4926a9b8-8698-42ec-8fd2-52297865c243
job_type: extract
status: completed
leased_at: 2026-02-27T20:41:12.713Z
completed_at: 2026-02-27T20:42:00.167Z
created_at: 2026-02-27T20:22:57.305Z
updated_at: 2026-02-27T20:42:00.167Z
result:
  {"facts":[{"content":"An Explore agent was tasked to audit the current codebase to assess what has been built, what is partially built, and identify gaps between the project vision and actual implementation","type":"decision","confidence":0.95},{"content":"The audit is intended to evaluate three aspects: (1) what has been completed, (2) what is half-built or partially implemented, (3) gaps that exist between the original vision and current reality","type":"procedural","confidence":0.95},{"content":"The decision to conduct a codebase audit via an Explore agent was made rather than relying on speculation to understand codebase status","type":"rationale","confidence":0.9}],"entities":[{"source":"Explore agent","relationship":"tasked_with","target":"codebase audit","confidence":0.95},{"source":"codebase audit","relationship":"aims_to_identify","target":"gaps between vision and implementation","confidence":0.9},{"source":"audit approach","relationship":"chosen_over","target":"speculation","confidence":0.85}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate 5 (ID: 4926a9b8-8698-42ec-8fd2-52297865c243) already captures this exact decision: tasking an Explore agent to audit the codebase and understand what's built, what's half-built, and gaps between vision and reality. New fact is a semantically identical restatement with no additional information.","fact":{"content":"An Explore agent was tasked to audit the current codebase to assess what has been built, what is partially built, and identify gaps between the project vision and actual implementation","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures the identical three-part audit framework (what's been built, what's half-built, gaps between vision and reality). New fact restates the same evaluation structure.","fact":{"content":"The audit is intended to evaluate three aspects: (1) what has been completed, (2) what is half-built or partially implemented, (3) gaps that exist between the original vision and current reality","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Existing memory [5] already captures this exact rationale: 'Rather than speculating, an Explore agent was tasked to audit the current codebase...' The new fact is the same principle already documented in the knowledge base.","fact":{"content":"The decision to conduct a codebase audit via an Explore agent was made rather than relying on speculation to understand codebase status","type":"rationale","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 0317e715-4e62-4d02-b454-782b62facc1b
memory_id: 62e19eea-53ff-4d53-b7be-0606188e306f
job_type: extract
status: completed
leased_at: 2026-02-27T20:42:02.169Z
completed_at: 2026-02-27T20:43:58.547Z
created_at: 2026-02-27T20:22:57.319Z
updated_at: 2026-02-27T20:43:58.547Z
result:
  {"facts":[{"content":"VISION.md serves as the north star document for system architecture and guidance","type":"semantic","confidence":0.95},{"content":"The daemon includes a pipeline component with scheduler capabilities","type":"semantic","confidence":0.9},{"content":"The system includes a predictive memory scorer implementation as a core component","type":"semantic","confidence":0.9},{"content":"Dashboard functionality is a defined component of the system architecture","type":"semantic","confidence":0.9},{"content":"A scheduler system manages task execution and pipeline orchestration","type":"semantic","confidence":0.9},{"content":"The system includes available connectors with specific, documented capabilities","type":"semantic","confidence":0.9}],"entities":[{"source":"system","relationship":"has_north_star_document","target":"VISION.md","confidence":0.95},{"source":"daemon","relationship":"contains","target":"pipeline","confidence":0.9},{"source":"pipeline","relationship":"has_capability","target":"scheduling","confidence":0.9},{"source":"system","relationship":"contains","target":"predictive memory scorer","confidence":0.9},{"source":"system","relationship":"contains","target":"dashboard","confidence":0.9},{"source":"system","relationship":"contains","target":"scheduler","confidence":0.9},{"source":"system","relationship":"contains","target":"connectors","confidence":0.9}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate [1] already captures this concept: it explicitly states VISION.md 'describes what Signet is building toward and should anchor all development decisions', which directly encodes the new fact that VISION.md is the north star for system architecture and guidance. Candidate [5] also mentions VISION.md as a 'north star document'. No new information needs to be stored.","fact":{"content":"VISION.md serves as the north star document for system architecture and guidance","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"This fact is already well-covered by existing candidates. Candidate 5 explicitly mentions 'daemon pipeline and scheduler capabilities' as overlapping areas of exploration. Candidate 4 details the memory pipeline stages. Candidates 2-3 cover scheduler worker integration. No new information is added.","fact":{"content":"The daemon includes a pipeline component with scheduler capabilities","type":"semantic","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"New fact describes the architectural role/status of the predictive memory scorer (core component status), which is distinct from existing event-based memories about Phase 1 completion and code reviews. This semantic information complements but doesn't duplicate existing records.","fact":{"content":"The system includes a predictive memory scorer implementation as a core component","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.8,"reason":"The fact is too generic and lacks specificity (no project/system context). Dashboard components are standard architectural elements. Without knowing which system this refers to, it's not actionable or distinct enough to warrant storage separate from existing architecture notes.","fact":{"content":"Dashboard functionality is a defined component of the system architecture","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.85,"reason":"New fact is a high-level abstraction already implied by existing memories. Candidates [1-4] collectively describe the scheduler's orchestration role through specific implementation details (component hierarchy, daemon integration, routing, documentation). This abstract version adds no new information beyond what's already captured in the detailed memories.","fact":{"content":"A scheduler system manages task execution and pipeline orchestration","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.85,"reason":"The concept that the system has documented connectors with specific capabilities is already covered by existing memories: candidate [5] explicitly mentions 'supported connectors' with restricted options, and candidate [1] documents MCP tools with specific transport capabilities. The new fact is a general observation that subsumes these specific instances.","fact":{"content":"The system includes available connectors with specific, documented capabilities","type":"semantic","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: c41a4364-7d11-43dd-8a40-13d8dbbb9760
memory_id: 8c7b9c0a-787d-4ddf-8700-948eda156569
job_type: extract
status: completed
leased_at: 2026-02-27T20:44:00.549Z
completed_at: 2026-02-27T20:44:52.042Z
created_at: 2026-02-27T20:22:57.333Z
updated_at: 2026-02-27T20:44:52.042Z
result:
  {"facts":[{"content":"VISION.md frames Signet as a foundational layer that elevates LLMs from stateless autocomplete to persistent, autonomous agents with identity, safety, and long-term autonomy capabilities","type":"semantic","confidence":0.95},{"content":"Signet agents can operate autonomously for days to months without human intervention","type":"fact","confidence":0.9},{"content":"Signet provides three core capabilities to transformed LLM agents: identity, safety, and long-term autonomy","type":"semantic","confidence":0.95}],"entities":[{"source":"VISION.md","relationship":"frames","target":"Signet","confidence":0.95},{"source":"Signet","relationship":"is","target":"foundational layer for LLMs","confidence":0.95},{"source":"Signet","relationship":"elevates","target":"LLMs from stateless autocomplete to persistent autonomous agents","confidence":0.95},{"source":"Signet agents","relationship":"can_operate_autonomously_for","target":"days to months without human intervention","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact framing—that VISION.md elevates LLMs from stateless autocomplete to persistent agents with identity, safety, and long-term autonomy. New fact is essentially identical to existing memory, no new information to add.","fact":{"content":"VISION.md frames Signet as a foundational layer that elevates LLMs from stateless autocomplete to persistent, autonomous agents with identity, safety, and long-term autonomy capabilities","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this concept explicitly: 'long-term autonomy (days to months without human intervention)' from VISION.md. The new fact is redundant with existing memory.","fact":{"content":"Signet agents can operate autonomously for days to months without human intervention","type":"fact","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"New fact is already captured in candidate [3], which explicitly mentions Signet framing identity, safety, and long-term autonomy as core capabilities from VISION.md. New fact provides no additional information beyond what's already stored.","fact":{"content":"Signet provides three core capabilities to transformed LLM agents: identity, safety, and long-term autonomy","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: 28ceb7e8-24f1-46b6-9d27-95d4e21659b6
memory_id: a9c13625-4103-40a9-be78-8b98a638e716
job_type: extract
status: completed
leased_at: 2026-02-27T20:44:54.044Z
completed_at: 2026-02-27T20:45:17.874Z
created_at: 2026-02-27T20:22:57.345Z
updated_at: 2026-02-27T20:45:17.874Z
result:
  {"facts":[{"content":"Vision-to-reality gap analysis is a method for informing feature prioritization decisions","type":"procedural","confidence":0.75}],"entities":[{"source":"vision-to-reality gap analysis","relationship":"informs","target":"feature prioritization","confidence":0.75}],"proposals":[{"action":"update","targetMemoryId":"a9c13625-4103-40a9-be78-8b98a638e716","confidence":0.8,"reason":"New fact formalizes and generalizes the existing memory. Candidate [2] mentions vision-to-reality gap analysis informing feature prioritization; the new fact adds procedural context that it's a method/technique for this purpose. Merging creates a more complete procedural memory.","fact":{"content":"Vision-to-reality gap analysis is a method for informing feature prioritization decisions","type":"procedural","confidence":0.75},"targetContent":"This vision-to-reality gap analysis would inform feature prioritization."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: f677d5a5-536b-4a20-8983-af71b5b41097
memory_id: e2ee4e00-1436-46cc-afd2-42471f720ca3
job_type: extract
status: completed
leased_at: 2026-02-27T20:49:34.013Z
completed_at: 2026-02-27T20:50:29.795Z
created_at: 2026-02-27T20:49:32.177Z
updated_at: 2026-02-27T20:50:29.795Z
result:
  {"facts":[{"content":"The parth-website project is built with Astro framework version 5.17.1","type":"fact","confidence":0.95},{"content":"The parth-website project has Tailwind CSS version 4.2.1 already configured","type":"fact","confidence":0.95},{"content":"shadcn/ui component library was initialized and set up for the parth-website project","type":"decision","confidence":0.9},{"content":"Astro 5.17.1 with pre-configured Tailwind CSS 4.2.1 provides a compatible foundation for shadcn/ui component integration in portfolio site projects","type":"procedural","confidence":0.85}],"entities":[{"source":"parth-website","relationship":"uses","target":"Astro 5.17.1","confidence":0.95},{"source":"parth-website","relationship":"uses","target":"Tailwind CSS 4.2.1","confidence":0.95},{"source":"parth-website","relationship":"initialized","target":"shadcn/ui","confidence":0.9},{"source":"shadcn/ui","relationship":"compatible-with","target":"Astro 5.17.1","confidence":0.85},{"source":"shadcn/ui","relationship":"compatible-with","target":"Tailwind CSS 4.2.1","confidence":0.85}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate #5 already explicitly states the parth-website project is an Astro 5.17.1 application. New fact is fully covered by existing memory.","fact":{"content":"The parth-website project is built with Astro framework version 5.17.1","type":"fact","confidence":0.95}},{"action":"none","confidence":0.99,"reason":"Candidate 5 (shadcn/ui Setup for Portfolio Site) already documents that parth-website is an Astro 5.17.1 application with Tailwind CSS 4.2.1 already configured. The new fact is fully covered by this existing memory.","fact":{"content":"The parth-website project has Tailwind CSS version 4.2.1 already configured","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate #3 already captures this fact with additional context: it documents the shadcn/ui setup for parth-website, including project environment details (Astro 5.17.1, Tailwind CSS 4.2.1). The new fact adds no novel information beyond what is already stored.","fact":{"content":"shadcn/ui component library was initialized and set up for the parth-website project","type":"decision","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"This fact is already well-captured by existing candidates [3] and [5]. Candidate [3] explicitly documents the Astro 5.17.1 + Tailwind CSS 4.2.1 setup for shadcn/ui on the portfolio site, and candidate [5] already notes that 'Tailwind CSS already integrated, providing a good foundation for shadcn components.' The new fact adds no material new information beyond what's already documented.","fact":{"content":"Astro 5.17.1 with pre-configured Tailwind CSS 4.2.1 provides a compatible foundation for shadcn/ui component integration in portfolio site projects","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 5be75074-d1cb-4dd1-bb1a-f5cbeb45d9b0
memory_id: 5f04310f-1ac0-454c-9505-e4f176efc520
job_type: extract
status: completed
leased_at: 2026-02-27T20:57:24.975Z
completed_at: 2026-02-27T20:58:00.982Z
created_at: 2026-02-27T20:49:32.217Z
updated_at: 2026-02-27T20:58:00.982Z
result:
  {"facts":[{"content":"The existing codebase was examined to understand the project layout as a prerequisite for shadcn initialization and component installation","type":"procedural","confidence":0.95},{"content":"shadcn initialization and component installation are the planned next steps after codebase examination","type":"procedural","confidence":0.9}],"entities":[{"source":"codebase_examination","relationship":"prerequisite_to","target":"shadcn_initialization","confidence":0.9},{"source":"codebase_examination","relationship":"prerequisite_to","target":"component_installation","confidence":0.9},{"source":"codebase","relationship":"examined_to_understand","target":"project_layout","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact procedural fact with nearly identical wording. Both describe examining the codebase as a prerequisite for shadcn initialization.","fact":{"content":"The existing codebase was examined to understand the project layout as a prerequisite for shadcn initialization and component installation","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"The new fact is already captured in existing memories. Candidate [4] explicitly states the codebase examination was done 'before proceeding with shadcn initialization and component installation', and candidate [5] notes the baseline understanding was established 'needed to proceed with shadcn setup'. These memories already document that shadcn initialization and component installation are the confirmed next steps after codebase examination.","fact":{"content":"shadcn initialization and component installation are the planned next steps after codebase examination","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: 39e5b47e-2591-4f2b-b6a8-207647646a8a
memory_id: c661d718-35d0-4dac-82ca-46a6cdb85c08
job_type: extract
status: completed
leased_at: 2026-02-27T20:50:59.355Z
completed_at: 2026-02-27T20:52:09.121Z
created_at: 2026-02-27T20:49:32.237Z
updated_at: 2026-02-27T20:52:09.121Z
result:
  {"facts":[{"content":"The project is an Astro module with standard directory structure including src/components, src/layouts, and src/pages","type":"fact","confidence":0.95},{"content":"Tailwind CSS is already integrated into the Astro project","type":"fact","confidence":0.95},{"content":"Tailwind CSS integration provides a foundation for installing shadcn components into the Astro project","type":"rationale","confidence":0.9},{"content":"The goal is to install portfolio-relevant components from the shadcn library into the Astro project","type":"decision","confidence":0.9},{"content":"A session was initiated to set up shadcn but was cut short after establishing baseline understanding needed to proceed with shadcn setup","type":"procedural","confidence":0.85}],"entities":[{"source":"Astro project","relationship":"configured with","target":"Tailwind CSS","confidence":0.95},{"source":"Astro project","relationship":"plans to integrate","target":"shadcn components","confidence":0.9},{"source":"Tailwind CSS","relationship":"provides foundation for","target":"shadcn component installation","confidence":0.9},{"source":"Astro project structure","relationship":"includes directories","target":"src/components, src/layouts, src/pages","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate #5 (c661d718-35d0-4dac-82ca-46a6cdb85c08) already explicitly states this exact fact: 'Project is a clean Astro module with standard structure (src/components, src/layouts, src/pages)'. No new information to capture.","fact":{"content":"The project is an Astro module with standard directory structure including src/components, src/layouts, and src/pages","type":"fact","confidence":0.95}},{"action":"update","targetMemoryId":"8742d43c-07ee-4034-9332-9a43bbe3fc00","confidence":0.88,"reason":"New fact refines the tech stack details for the same Astro/React project. Tailwind CSS integration is a complementary technical detail that enhances the existing memory about the project's architecture and tooling.","fact":{"content":"Tailwind CSS is already integrated into the Astro project","type":"fact","confidence":0.95},"targetContent":"Project is an Astro/React application, likely deployed to Cloudflare based on project context. Session appeared to be in early exploratory phase at conversation truncation point."},{"action":"none","confidence":0.95,"reason":"Candidate [4] (c661d718-35d0-4dac-82ca-46a6cdb85c08) already captures this information with 'Tailwind CSS already integrated, providing a good foundation for shadcn components'. The new fact is redundant and already covered in existing memory.","fact":{"content":"Tailwind CSS integration provides a foundation for installing shadcn components into the Astro project","type":"rationale","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this goal: 'Goal is to install portfolio-relevant components from the shadcn library'. The new fact is redundant with existing memory that explicitly states the portfolio component installation objective.","fact":{"content":"The goal is to install portfolio-relevant components from the shadcn library into the Astro project","type":"decision","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate [5] already captures this exact information with the phrase 'Session was cut short but established baseline understanding needed to proceed with shadcn setup.' The new fact is a generic summary that is fully contained within the existing memory, which provides the specific project context (parth-website, Astro 5.17.1, Tailwind CSS integration).","fact":{"content":"A session was initiated to set up shadcn but was cut short after establishing baseline understanding needed to proceed with shadcn setup","type":"procedural","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: c19fda27-8eff-4018-bbe4-0b283b3d192d
memory_id: 3b4784ae-e1cc-4c90-9968-3a1818920169
job_type: extract
status: completed
leased_at: 2026-02-27T20:52:11.123Z
completed_at: 2026-02-27T20:52:35.699Z
created_at: 2026-02-27T20:50:57.486Z
updated_at: 2026-02-27T20:52:35.699Z
result:
  {"facts":[{"content":"Nicholai initiated a brainstorming session to identify the most impactful new feature to add to the Signet project","type":"procedural","confidence":0.95}],"entities":[{"source":"Nicholai","relationship":"initiated","target":"brainstorming session","confidence":0.95},{"source":"brainstorming session","relationship":"focused on","target":"Signet project","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate #5 already captures the brainstorming session objective for Signet - evaluating and prioritizing potential new features based on impact. The new fact is a restatement of the same session.","fact":{"content":"Nicholai initiated a brainstorming session to identify the most impactful new feature to add to the Signet project","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 4816a8bb-37a3-441a-9de5-ea530d3edbf1
memory_id: acea2800-508c-4337-9368-8a40d40ebaea
job_type: extract
status: completed
leased_at: 2026-02-27T20:52:37.700Z
completed_at: 2026-02-27T20:53:03.604Z
created_at: 2026-02-27T20:50:57.501Z
updated_at: 2026-02-27T20:53:03.604Z
result:
  {"facts":[{"content":"A vision-to-reality gap analysis is a methodology used to inform and guide feature prioritization decisions","type":"semantic","confidence":0.7}],"entities":[{"source":"vision-to-reality gap analysis","relationship":"informs","target":"feature prioritization","confidence":0.75}],"proposals":[{"action":"update","targetMemoryId":"a9c13625-4103-40a9-be78-8b98a638e716","confidence":0.85,"reason":"New fact refines existing procedural memory about the same methodology. Candidate 2 contains the core concept; new fact adds specificity ('and guide' alongside 'inform') and uses 'methodology'. Candidate 3 is contextual/instance-specific, while candidate 2 is the general definition that should be updated.","fact":{"content":"A vision-to-reality gap analysis is a methodology used to inform and guide feature prioritization decisions","type":"semantic","confidence":0.7},"targetContent":"Vision-to-reality gap analysis is a method for informing feature prioritization decisions"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 5944959a-e994-4fb2-b4c7-5c9dbe217574
memory_id: f9fbb0ec-5ce6-4281-9ec6-73332c1cfbbc
job_type: extract
status: completed
leased_at: 2026-02-27T20:53:05.605Z
completed_at: 2026-02-27T20:54:55.709Z
created_at: 2026-02-27T20:50:57.590Z
updated_at: 2026-02-27T20:54:55.709Z
result:
  {"facts":[{"content":"The onboarding skill is undergoing a rewrite that includes major structural changes","type":"decision","confidence":0.95},{"content":"The rewritten onboarding skill adds upfront outline declarations to its structure","type":"fact","confidence":0.95},{"content":"The rewritten onboarding skill includes 6-step progress indicators to guide users through the process","type":"fact","confidence":0.95},{"content":"The rewritten onboarding skill introduces a 'Guiding Voice' section to provide narrative guidance","type":"fact","confidence":0.95},{"content":"The 'Guiding Voice' section in the rewritten onboarding skill replaces the 'Interview Philosophy' section from the original version","type":"decision","confidence":0.95},{"content":"The rewritten onboarding skill includes brief relaxation cues positioned between phases to reduce user fatigue","type":"fact","confidence":0.95}],"entities":[{"source":"onboarding skill","relationship":"includes","target":"upfront outline declarations","confidence":0.95},{"source":"onboarding skill","relationship":"includes","target":"6-step progress indicators","confidence":0.95},{"source":"onboarding skill","relationship":"includes","target":"Guiding Voice section","confidence":0.95},{"source":"Guiding Voice section","relationship":"replaces","target":"Interview Philosophy section","confidence":0.95},{"source":"onboarding skill","relationship":"includes","target":"relaxation cues between phases","confidence":0.95}],"proposals":[{"action":"none","confidence":0.92,"reason":"New fact is a general summary already covered in detail by existing candidates, particularly ID f9fbb0ec-5ce6-4281-9ec6-73332c1cfbbc which documents specific structural changes (outline declarations, 6-step indicators, Guiding Voice section, relaxation cues). No new information or refinement present.","fact":{"content":"The onboarding skill is undergoing a rewrite that includes major structural changes","type":"decision","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [4] (f9fbb0ec-5ce6-4281-9ec6-73332c1cfbbc) already captures this fact as part of a comprehensive memory about the onboarding skill rewrite, explicitly stating 'adding upfront outline declarations' among other structural changes.","fact":{"content":"The rewritten onboarding skill adds upfront outline declarations to its structure","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [4] already contains this exact information: 'The onboarding skill rewrite includes major structural changes—adding upfront outline declarations, 6-step progress indicators...' The new fact is fully covered by the existing memory.","fact":{"content":"The rewritten onboarding skill includes 6-step progress indicators to guide users through the process","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively covers this fact, explicitly stating the onboarding skill rewrite includes 'a \"Guiding Voice\" section to replace \"Interview Philosophy\"' as part of major structural changes. The new fact adds no novel information.","fact":{"content":"The rewritten onboarding skill introduces a 'Guiding Voice' section to provide narrative guidance","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already comprehensively covers this exact detail: it explicitly mentions 'a \"Guiding Voice\" section to replace \"Interview Philosophy\"' as part of the structural rewrite. The new fact is already captured in existing memory.","fact":{"content":"The 'Guiding Voice' section in the rewritten onboarding skill replaces the 'Interview Philosophy' section from the original version","type":"decision","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":["Decision LLM error for fact: claude-code exit 143: "]}


id: 2012e931-fd59-4432-b52e-b8fa21f9ad4e
memory_id: 190b5047-0897-4dd5-b234-ee2e26a870e4
job_type: extract
status: completed
leased_at: 2026-02-27T20:58:02.982Z
completed_at: 2026-02-27T20:59:06.336Z
failed_at: 2026-02-27T20:55:42.740Z
error: LLM extraction failed: claude-code exit 143:
created_at: 2026-02-27T20:50:57.602Z
updated_at: 2026-02-27T20:59:06.336Z
result:
  {"facts":[{"content":"The remember skill will be hidden from users by setting user_invocable to false","type":"decision","confidence":0.95},{"content":"The remember skill is hidden from users to discourage manual saves that distort the automatic importance scoring in Signet's memory system","type":"rationale","confidence":0.9},{"content":"The recall skill includes a disclaimer explaining automatic memory injection at session start and when manual /recall commands are appropriate","type":"decision","confidence":0.95},{"content":"In Signet's memory system, manual saves via the remember skill can distort automatic importance scoring used for memory prioritization","type":"semantic","confidence":0.85}],"entities":[{"source":"remember skill","relationship":"hidden_from","target":"users","confidence":0.95},{"source":"remember skill","relationship":"configured_with","target":"user_invocable: false","confidence":0.95},{"source":"manual memory saves","relationship":"distort","target":"importance scoring","confidence":0.9},{"source":"recall skill","relationship":"includes","target":"disclaimer about automatic memory injection","confidence":0.95},{"source":"recall skill disclaimer","relationship":"explains","target":"when manual /recall is appropriate","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate #5 (190b5047-0897-4dd5-b234-ee2e26a870e4) already captures this exact fact with the same specification (user_invocable: false to hide from users), plus additional context about distorting importance scoring and the recall skill disclaimer. New fact adds no new information.","fact":{"content":"The remember skill will be hidden from users by setting user_invocable to false","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively covered by existing memory ID: 190b5047-0897-4dd5-b234-ee2e26a870e4, which explicitly states the remember skill is hidden (user_invocable: false) to discourage manual saves that distort importance scoring. No new information or nuance to add.","fact":{"content":"The remember skill is hidden from users to discourage manual saves that distort the automatic importance scoring in Signet's memory system","type":"rationale","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Existing memory [5] already captures this fact: 'The recall skill gains a disclaimer explaining automatic injection at session start and when manual /recall is appropriate.' The new fact restates the same information with no additional details.","fact":{"content":"The recall skill includes a disclaimer explaining automatic memory injection at session start and when manual /recall commands are appropriate","type":"decision","confidence":0.95}},{"action":"none","confidence":0.9,"reason":"Candidate 3 (f1fded13-e680-4854-860e-1d69414ed85d) already captures this exact fact: 'Manual saves to the remember skill distort the automatic importance scoring system that determines which facts are prioritized and injected into sessions.' The new fact adds no new information beyond what's already stored.","fact":{"content":"In Signet's memory system, manual saves via the remember skill can distort automatic importance scoring used for memory prioritization","type":"semantic","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 13603100-07b6-408c-9888-fb3cc4f294c0
memory_id: e58f3aa5-6564-4000-b9ec-ca4a383ca818
job_type: extract
status: completed
leased_at: 2026-02-27T20:55:44.940Z
completed_at: 2026-02-27T20:57:22.973Z
created_at: 2026-02-27T20:50:57.613Z
updated_at: 2026-02-27T20:57:22.973Z
result:
  {"facts":[{"content":"The /onboarding skill verification process includes build confirmation as a test component","type":"procedural","confidence":0.85},{"content":"The /onboarding skill verification process includes skill sync validation as a test component","type":"procedural","confidence":0.85},{"content":"The /onboarding skill verification process includes testing via /onboarding invocation as a test component","type":"procedural","confidence":0.85},{"content":"The /onboarding skill verification ensures that no prompt injection warnings are triggered during invocation","type":"procedural","confidence":0.85},{"content":"The /onboarding skill verification validates that outline rendering is performed correctly","type":"procedural","confidence":0.85},{"content":"The /onboarding skill verification validates timezone removal functionality","type":"procedural","confidence":0.85}],"entities":[{"source":"/onboarding verification","relationship":"includes","target":"build confirmation","confidence":0.85},{"source":"/onboarding verification","relationship":"includes","target":"skill sync validation","confidence":0.85},{"source":"/onboarding verification","relationship":"includes","target":"invocation testing","confidence":0.85},{"source":"/onboarding verification","relationship":"ensures_absence_of","target":"prompt injection warnings","confidence":0.85},{"source":"/onboarding verification","relationship":"validates","target":"outline rendering","confidence":0.85},{"source":"/onboarding verification","relationship":"validates","target":"timezone removal","confidence":0.85}],"proposals":[{"action":"none","confidence":0.9,"reason":"Candidate [5] already comprehensively covers this information, explicitly stating 'Verification includes build confirmation' as part of the verification process. The new fact adds no novel information beyond what's already documented.","fact":{"content":"The /onboarding skill verification process includes build confirmation as a test component","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.9,"reason":"Candidate [5] already comprehensively covers this fact, explicitly stating 'Verification includes build confirmation, skill sync validation, and testing via /onboarding invocation...'. The new fact does not add information beyond what is already captured.","fact":{"content":"The /onboarding skill verification process includes skill sync validation as a test component","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.9,"reason":"Candidate [5] already explicitly states 'testing via /onboarding invocation' as part of verification, with additional specifics about what the testing checks (prompt injection warnings, outline rendering, timezone removal). New fact is subsumed by existing, more detailed memory.","fact":{"content":"The /onboarding skill verification process includes testing via /onboarding invocation as a test component","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.9,"reason":"New fact is already covered by candidate [5], which explicitly states 'testing via /onboarding invocation to ensure no prompt injection warnings.' Candidate [2] also mentions prompt injection warning testing as part of verification. No new information to capture.","fact":{"content":"The /onboarding skill verification ensures that no prompt injection warnings are triggered during invocation","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by existing candidates, particularly [5] which explicitly states 'Verification includes...testing via /onboarding invocation to ensure...proper outline rendering' and [3] which directly addresses outline rendering verification.","fact":{"content":"The /onboarding skill verification validates that outline rendering is performed correctly","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by candidates [1] and [5], both of which explicitly document timezone removal as part of onboarding skill verification. No new information to add.","fact":{"content":"The /onboarding skill verification validates timezone removal functionality","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: 6c07a5a6-11f6-4eb6-93f9-00413447972d
memory_id: ad00eadb-008c-4db4-b09e-995a84d71cf6
job_type: extract
status: completed
leased_at: 2026-02-27T20:59:08.338Z
completed_at: 2026-02-27T20:59:49.854Z
created_at: 2026-02-27T20:50:57.669Z
updated_at: 2026-02-27T20:59:49.854Z
result:
  {"facts":[{"content":"PipelineV2Config is currently implemented as a flat type structure and is planned to be refactored into a nested structure with semantic sub-objects","type":"decision","confidence":0.85},{"content":"The PipelineV2Config refactoring plan aims to organize configuration properties into semantically meaningful sub-objects rather than maintaining the current flat structure","type":"procedural","confidence":0.8}],"entities":[{"source":"PipelineV2Config","relationship":"is_being_refactored_to","target":"nested structure with semantic sub-objects","confidence":0.85},{"source":"flat structure","relationship":"will_be_replaced_by","target":"nested structure with semantic sub-objects","confidence":0.8}],"proposals":[{"action":"update","targetMemoryId":"ad00eadb-008c-4db4-b09e-995a84d71cf6","confidence":0.9,"reason":"New fact directly refines candidate 4 - both describe the same PipelineV2Config refactoring decision (flat → nested structure). Merging into a single, concise memory eliminates duplication.","fact":{"content":"PipelineV2Config is currently implemented as a flat type structure and is planned to be refactored into a nested structure with semantic sub-objects","type":"decision","confidence":0.85},"targetContent":"## Plan Review: PipelineV2Config Restructuring Session began with a detailed plan to refactor the flat PipelineV2Config type into a nested structure with semantic sub-objects."},{"action":"none","confidence":0.9,"reason":"Candidate [5] already captures the core idea: refactoring flat PipelineV2Config into a nested structure with semantic sub-objects. The new procedural fact is covered by this existing memory.","fact":{"content":"The PipelineV2Config refactoring plan aims to organize configuration properties into semantically meaningful sub-objects rather than maintaining the current flat structure","type":"procedural","confidence":0.8}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: c00a0977-2a5d-48e9-9468-1371c31300d3
memory_id: 307af3c0-2473-41a6-b3e8-595284bf516a
job_type: extract
status: completed
leased_at: 2026-02-27T20:59:51.856Z
completed_at: 2026-02-27T21:01:35.172Z
created_at: 2026-02-27T20:50:57.818Z
updated_at: 2026-02-27T21:01:35.172Z
result:
  {"facts":[{"content":"The onboarding overhaul restructures five files across the template and skills system","type":"decision","confidence":0.95},{"content":"The onboarding system currently has missing step indicators that are being added as part of the structural fixes","type":"fact","confidence":0.95},{"content":"The onboarding system currently lacks an outline that is being added as part of the structural overhaul","type":"fact","confidence":0.95},{"content":"The onboarding overhaul adds persona guidance to clarify agent identity and behavior expectations","type":"decision","confidence":0.9},{"content":"Timezone redundancy is being eliminated from the onboarding system as part of the restructuring","type":"decision","confidence":0.9},{"content":"Manual memory save commands (/remember and /recall) need clarification regarding their relationship to and integration with the automatic memory pipeline","type":"procedural","confidence":0.9}],"entities":[{"source":"onboarding overhaul","relationship":"restructures","target":"five files in template and skills system","confidence":0.95},{"source":"onboarding system","relationship":"currently has","target":"missing step indicators","confidence":0.95},{"source":"onboarding system","relationship":"currently lacks","target":"outline","confidence":0.95},{"source":"onboarding overhaul","relationship":"adds","target":"persona guidance","confidence":0.9},{"source":"onboarding system","relationship":"eliminates","target":"timezone redundancy","confidence":0.9},{"source":"manual memory saves (/remember, /recall)","relationship":"requires clarification with","target":"automatic memory pipeline","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [1] is an exact duplicate. Candidate [5] contains this information as part of a more comprehensive issue/decision record that includes the purpose and scope. Fact is already adequately covered.","fact":{"content":"The onboarding overhaul restructures five files across the template and skills system","type":"decision","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Existing memory [5] already comprehensively covers this: it states that 'missing step indicators' are part of the structural issues being addressed through the restructuring of five files. The new fact restates the same information without adding new details.","fact":{"content":"The onboarding system currently has missing step indicators that are being added as part of the structural fixes","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already well-covered by existing memories. Candidate [4] explicitly states 'adding upfront outline declarations' as part of the rewrite, and candidate [5] identifies 'no outline' as one of the structural issues being fixed. The new fact adds no new information beyond what's already captured.","fact":{"content":"The onboarding system currently lacks an outline that is being added as part of the structural overhaul","type":"fact","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"Candidate [4] already explicitly mentions that the onboarding overhaul adds persona guidance as part of its restructuring scope. The new fact restates the same element with higher specificity but no new information that would change or refine the existing memory.","fact":{"content":"The onboarding overhaul adds persona guidance to clarify agent identity and behavior expectations","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"The timezone redundancy elimination is already explicitly mentioned in candidate [5] as one of the key improvements in the onboarding overhaul. That memory provides more comprehensive context (structural issues, outline additions, persona guidance, and the memory pipeline clarification) so no new storage is needed.","fact":{"content":"Timezone redundancy is being eliminated from the onboarding system as part of the restructuring","type":"decision","confidence":0.9}},{"action":"none","confidence":0.85,"reason":"The relationship between manual and automatic memory pipelines is already well-documented across existing memories. [3] captures the decision that clarification happens via onboarding overhaul, [5] specifies implementation details (/remember hidden, /recall disclaimer), and [2] describes the technical architecture. The new fact restates the clarification need but doesn't add new substantive information beyond what's already captured.","fact":{"content":"Manual memory save commands (/remember and /recall) need clarification regarding their relationship to and integration with the automatic memory pipeline","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: a7db9632-fa3a-4074-ac78-83adb45f8ddc
memory_id: 9927f50f-a2a2-49a5-b48b-176d6ba87620
job_type: extract
status: completed
leased_at: 2026-02-27T21:01:37.173Z
completed_at: 2026-02-27T21:02:15.917Z
created_at: 2026-02-27T20:50:58.068Z
updated_at: 2026-02-27T21:02:15.917Z
result:
  {"facts":[{"content":"The backtest handler should be updated to use the shared historical_store instead of opening a new database connection for each request","type":"decision","confidence":0.95},{"content":"Using a shared historical_store instead of per-request connections reduces connection overhead and improves resource efficiency","type":"rationale","confidence":0.75}],"entities":[{"source":"backtest handler","relationship":"should_use","target":"shared historical_store","confidence":0.95},{"source":"shared historical_store","relationship":"replaces","target":"per-request new connection pattern","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact decision: 'Update backtest handler to use the shared historical_store instead of opening a new connection per request'. The new fact is a duplicate with identical content and intent. Supporting context exists in candidates [4] (problem state) and [3] (rationale).","fact":{"content":"The backtest handler should be updated to use the shared historical_store instead of opening a new database connection for each request","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] (ID: 8d54690a) already captures this exact rationale: 'Using a shared historical_store instead of per-request connections improves resource efficiency and reduces connection overhead in the backtest handler'. The new fact is semantically identical, just slightly more general (lacks the 'in the backtest handler' specificity). No new information to store.","fact":{"content":"Using a shared historical_store instead of per-request connections reduces connection overhead and improves resource efficiency","type":"rationale","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: c8d38f52-2b5e-4362-a6ca-d8939ed9d1f6
memory_id: 8fd073c4-f3dd-4690-8008-8da46a3e2e3f
job_type: extract
status: completed
leased_at: 2026-02-27T21:04:02.513Z
completed_at: 2026-02-27T21:05:00.736Z
created_at: 2026-02-27T21:04:01.127Z
updated_at: 2026-02-27T21:05:00.736Z
result:
  {"facts":[{"content":"A frontend design exploration session was initiated for the OpenMarketUI website with the goal of building out and beautifying the design","type":"decision","confidence":0.95},{"content":"The frontend-design skill was invoked to guide the OpenMarketUI website design work","type":"procedural","confidence":0.95},{"content":"The Glob tool was used to explore the project structure and understand the current state of the /web/ directory","type":"procedural","confidence":0.95},{"content":"The /web/ directory contains the OpenMarketUI website codebase that was being assessed for design improvements","type":"fact","confidence":0.9}],"entities":[{"source":"frontend design session","relationship":"invoked","target":"frontend-design skill","confidence":0.95},{"source":"assistant","relationship":"used","target":"Glob tool","confidence":0.95},{"source":"assistant","relationship":"explored","target":"/web/ directory","confidence":0.95},{"source":"frontend design session","relationship":"targets","target":"OpenMarketUI website","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate 4 (ID: 8fd073c4-f3dd-4690-8008-8da46a3e2e3f) already captures the exact same fact: OpenMarketUI frontend design exploration session initiated with frontend-design skill to build out and beautify the website. Candidate 5 provides additional procedural context about the session scope. New fact is redundant.","fact":{"content":"A frontend design exploration session was initiated for the OpenMarketUI website with the goal of building out and beautifying the design","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 5 already documents the frontend-design skill invocation for OpenMarketUI website work with more detail (project exploration, beautification goals). New fact is redundant.","fact":{"content":"The frontend-design skill was invoked to guide the OpenMarketUI website design work","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 5 (8fd073c4-f3dd-4690-8008-8da46a3e2e3f) already captures this exact information: 'The assistant began by exploring the project structure using Glob to understand the current state of the `/web/` directory.' The new fact is subsumed by the existing, more comprehensive memory.","fact":{"content":"The Glob tool was used to explore the project structure and understand the current state of the /web/ directory","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already well-covered by existing candidate [5] (OpenMarketUI Frontend Design Exploration Session) and partially by [4] (/web/ Astro landing page). The new fact adds no meaningful new information.","fact":{"content":"The /web/ directory contains the OpenMarketUI website codebase that was being assessed for design improvements","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: 39dfa40c-6f31-49ff-a309-84ddbee9d9c8
memory_id: ebccc6ee-b727-40ab-aaa8-06227eb11865
job_type: extract
status: completed
leased_at: 2026-02-27T21:05:02.737Z
completed_at: 2026-02-27T21:05:51.502Z
created_at: 2026-02-27T21:04:01.142Z
updated_at: 2026-02-27T21:05:51.502Z
result:
  {"facts":[{"content":"The session objective was to create a distinctive, production-grade frontend interface with a clear aesthetic direction","type":"decision","confidence":0.95},{"content":"No implementation work was completed during the session","type":"fact","confidence":0.95},{"content":"Initial codebase exploration was the only work performed during the session","type":"procedural","confidence":0.95}],"entities":[{"source":"session","relationship":"objective","target":"create distinctive, production-grade frontend interface","confidence":0.95},{"source":"session","relationship":"performed","target":"codebase exploration","confidence":0.95},{"source":"session","relationship":"did not perform","target":"implementation work","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains this exact objective statement ('The session was initiated with the goal of creating a distinctive, production-grade frontend interface with a clear aesthetic direction') with additional context about implementation status. The new fact is fully covered by existing memory.","fact":{"content":"The session objective was to create a distinctive, production-grade frontend interface with a clear aesthetic direction","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by existing candidates, particularly [3] which states 'No implementation changes were made during this session.' Multiple candidates (1, 3, 4, 5) express the same core fact with minor contextual variations. No new information is added.","fact":{"content":"No implementation work was completed during the session","type":"fact","confidence":0.95}},{"action":"update","targetMemoryId":"1f0e0bbe-8102-4d61-8cd2-56fdcbd42969","confidence":0.9,"reason":"New fact clarifies session scope: exploration was the only work completed. Existing candidate 2 already covers the initialization and exploration launch; this update adds explicit completion status (exploration-only, no other work).","fact":{"content":"Initial codebase exploration was the only work performed during the session","type":"procedural","confidence":0.95},"targetContent":"## Session Overview This was a brief initialization session where the user greeted and requested a codebase review of the Signetai project. The session attempted to launch an Explore agent to perform a comprehensive review of the project structure, recent commits, and code quality."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 8a55b504-73a9-4b58-81de-671e43387d50
memory_id: a118cc1e-e253-43da-a6ef-8f1bd4923448
job_type: extract
status: completed
leased_at: 2026-02-27T21:05:53.504Z
completed_at: 2026-02-27T21:07:10.766Z
created_at: 2026-02-27T21:04:01.161Z
updated_at: 2026-02-27T21:07:10.766Z
result:
  {"facts":[{"content":"The Astro website redesign work involves analyzing the current Astro setup and component architecture as foundational steps","type":"procedural","confidence":0.95},{"content":"The redesign work includes establishing a bold aesthetic direction that encompasses typography, color, motion, and spatial composition","type":"procedural","confidence":0.95},{"content":"The design implementation should be visually striking and cohesive with intentional creative choices","type":"decision","confidence":0.9},{"content":"Generic 'AI slop' aesthetics are intentionally rejected in the project in favor of designs with distinctive character and personality","type":"decision","confidence":0.9},{"content":"The design approach prioritizes avoiding soulless or generic outputs by making bold, intentional creative choices rather than relying on default or algorithmic aesthetics","type":"rationale","confidence":0.85}],"entities":[{"source":"Astro website redesign","relationship":"requires analysis of","target":"current Astro setup","confidence":0.95},{"source":"Astro website redesign","relationship":"requires analysis of","target":"component architecture","confidence":0.95},{"source":"aesthetic direction","relationship":"encompasses","target":"typography","confidence":0.9},{"source":"aesthetic direction","relationship":"encompasses","target":"color","confidence":0.9},{"source":"aesthetic direction","relationship":"encompasses","target":"motion","confidence":0.9},{"source":"aesthetic direction","relationship":"encompasses","target":"spatial composition","confidence":0.9},{"source":"design approach","relationship":"rejects","target":"generic AI slop aesthetics","confidence":0.9},{"source":"design approach","relationship":"prioritizes","target":"distinctive character","confidence":0.9}],"proposals":[{"action":"none","confidence":0.85,"reason":"This procedural fact is already well-covered by existing candidates #3 (context-first rationale) and #4 (exploration of site architecture, tech stack, and design aesthetic as foundational steps before implementation). The new fact describes the same methodological approach without adding substantive new information.","fact":{"content":"The Astro website redesign work involves analyzing the current Astro setup and component architecture as foundational steps","type":"procedural","confidence":0.95}},{"action":"update","targetMemoryId":"a118cc1e-e253-43da-a6ef-8f1bd4923448","confidence":0.92,"reason":"New fact confirms and activates the 'establishing a bold aesthetic direction' work previously listed as a next step in candidate [5]. Update should reflect this as current/active work rather than future planning.","fact":{"content":"The redesign work includes establishing a bold aesthetic direction that encompasses typography, color, motion, and spatial composition","type":"procedural","confidence":0.95},"targetContent":"## Next Steps After understanding the existing structure, the work would involve: - Analyzing current Astro setup and component architecture - Establishing a bold aesthetic direction (typography, color, motion, spatial composition) - Implementing visually striking, cohesive design with intentional creative choices - Avoiding generic \"AI slop\" aesthetics in favor of distinctive character"},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate 5 (a118cc1e-e253-43da-a6ef-8f1bd4923448), which explicitly includes 'Implementing visually striking, cohesive design with intentional creative choices' as a stated next step in the design workflow. The new fact reiterates an already-documented design principle without adding new information.","fact":{"content":"The design implementation should be visually striking and cohesive with intentional creative choices","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly states 'Avoiding generic \"AI slop\" aesthetics in favor of distinctive character' as a core principle. Candidate [2] also captures the same concept. The new fact is a restatement of an existing, well-documented design principle.","fact":{"content":"Generic 'AI slop' aesthetics are intentionally rejected in the project in favor of designs with distinctive character and personality","type":"decision","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate [5] already comprehensively captures this design principle with specific details (bold aesthetic direction, avoiding AI slop, intentional creative choices). The new fact restates the same core rationale at a higher level of abstraction.","fact":{"content":"The design approach prioritizes avoiding soulless or generic outputs by making bold, intentional creative choices rather than relying on default or algorithmic aesthetics","type":"rationale","confidence":0.85}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 90a3cac2-647b-4dac-932b-ee9b25c67efd
memory_id: e55f99ff-10c9-4b8c-88ca-007f71dc478e
job_type: extract
status: completed
leased_at: 2026-02-27T21:20:57.095Z
completed_at: 2026-02-27T21:21:43.174Z
created_at: 2026-02-27T21:20:56.860Z
updated_at: 2026-02-27T21:21:43.174Z
result:
  {"facts":[{"content":"The signetai monorepo's release pipeline contains a race condition that causes version desynchronization when pull requests merge concurrently","type":"fact","confidence":0.9},{"content":"Pull requests #33 and #34 were merged simultaneously into the signetai monorepo, triggering concurrent Release workflow executions","type":"fact","confidence":0.95},{"content":"A fix session was initiated to resolve the CI/CD race condition in the signetai monorepo's release pipeline and prevent version desynchronization","type":"decision","confidence":0.95}],"entities":[{"source":"signetai monorepo","relationship":"contains","target":"release pipeline race condition","confidence":0.9},{"source":"PR #33","relationship":"merged_simultaneously_with","target":"PR #34","confidence":0.95},{"source":"concurrent Release workflows","relationship":"triggered_by","target":"simultaneous PR merges","confidence":0.9},{"source":"release pipeline race condition","relationship":"causes","target":"version desynchronization","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing memories [4] and [5] already comprehensively cover this race condition. Candidate [4] identifies the exact problem (concurrent PRs #33/#34 triggering simultaneous Release workflows), and candidate [5] details the solution being implemented (concurrency controls, git rebase, version existence checks). The new fact restates the problem at a higher level of abstraction than what's already documented.","fact":{"content":"The signetai monorepo's release pipeline contains a race condition that causes version desynchronization when pull requests merge concurrently","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Existing candidate [5] already captures this fact: it documents the simultaneous merge of PRs #33 and #34 in signetai triggering concurrent Release workflows. The new fact is redundant with what's already stored.","fact":{"content":"Pull requests #33 and #34 were merged simultaneously into the signetai monorepo, triggering concurrent Release workflow executions","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate [5] already captures the CI/CD race condition fix session for the signetai release pipeline. New fact restates the same decision/issue without introducing additional details that would warrant an update.","fact":{"content":"A fix session was initiated to resolve the CI/CD race condition in the signetai monorepo's release pipeline and prevent version desynchronization","type":"decision","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: c631db00-741c-47e7-9d96-eb4107590f42
memory_id: a8cfd925-6ce8-461f-9168-23f83bf76d22
job_type: extract
status: completed
leased_at: 2026-02-27T21:21:45.175Z
completed_at: 2026-02-27T21:22:39.642Z
created_at: 2026-02-27T21:20:56.872Z
updated_at: 2026-02-27T21:22:39.642Z
result:
  {"facts":[{"content":"signetai@0.8.3 was published to npm registry","type":"fact","confidence":0.95},{"content":"The version bump from 0.8.1 to 0.8.3 was not pushed back to the main branch after npm publication","type":"fact","confidence":0.95},{"content":"A second attempt to publish signetai failed with HTTP 403 error because version 0.8.3 already exists in npm registry","type":"fact","confidence":0.95},{"content":"npm registry and main branch are out of sync: npm shows signetai@0.8.3 while main branch contains signetai@0.8.1","type":"fact","confidence":0.95}],"entities":[{"source":"npm registry","relationship":"contains","target":"signetai@0.8.3","confidence":0.95},{"source":"main branch","relationship":"contains","target":"signetai@0.8.1","confidence":0.95},{"source":"npm registry","relationship":"out_of_sync_with","target":"main branch","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents that signetai@0.8.3 was published to npm, with additional context about the failed version bump and 403 error. The new fact is a simpler restatement of information already captured in the existing memory.","fact":{"content":"signetai@0.8.3 was published to npm registry","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate #2 (a8cfd925-6ce8-461f-9168-23f83bf76d22) already captures this exact issue: version 0.8.3 published to npm but version bump not pushed back to main, leaving main at 0.8.1. New fact is redundant with existing memory.","fact":{"content":"The version bump from 0.8.1 to 0.8.3 was not pushed back to the main branch after npm publication","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate #5 already comprehensively covers this information: it documents the first attempt publishing 0.8.3, the second attempt failing with 403 (version already exists), and the resulting mismatch between npm registry (0.8.3) and main branch (0.8.1). The new fact provides no additional context beyond what's already captured.","fact":{"content":"A second attempt to publish signetai failed with HTTP 403 error because version 0.8.3 already exists in npm registry","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already documents this exact version sync issue: npm registry at 0.8.3 while main branch at 0.8.1, with the root cause (failed version bump push and subsequent 403 error). New fact restates existing memory without adding new information.","fact":{"content":"npm registry and main branch are out of sync: npm shows signetai@0.8.3 while main branch contains signetai@0.8.1","type":"fact","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 9f42ec95-85f2-4ad7-b38d-031e32b8e749
memory_id: 308d16c2-4d59-483d-a8d6-c254fd68a529
job_type: extract
status: completed
leased_at: 2026-02-27T21:22:41.662Z
completed_at: 2026-02-27T21:24:41.621Z
created_at: 2026-02-27T21:20:56.884Z
updated_at: 2026-02-27T21:24:41.621Z
result:
  {"facts":[{"content":"The release version for this implementation is 0.8.3","type":"fact","confidence":0.95},{"content":"All package.json files in the monorepo must be manually bumped to version 0.8.3 as part of the release process","type":"procedural","confidence":0.95},{"content":"The release commit must use the message 'chore: release 0.8.3' to match the GitHub Actions workflow skip filter","type":"decision","confidence":0.9},{"content":"The commit message format 'chore: release 0.8.3' was chosen because it matches the workflow skip filter that prevents triggering unnecessary CI/CD pipelines on release commits","type":"rationale","confidence":0.85},{"content":"A git tag named 'v0.8.3' must be created and pushed to the repository as part of the version synchronization process","type":"procedural","confidence":0.95},{"content":"GitHub Release existence must be verified after creating and pushing the git tag v0.8.3","type":"procedural","confidence":0.9},{"content":"The implementation plan is divided into two parts, with Part 1 covering version synchronization tasks","type":"fact","confidence":0.9},{"content":"Latest commits must be pulled before beginning the manual version bump and release process","type":"procedural","confidence":0.9}],"entities":[{"source":"package.json files","relationship":"bumped-to","target":"version 0.8.3","confidence":0.95},{"source":"commit message","relationship":"matches","target":"workflow skip filter","confidence":0.9},{"source":"git tag","relationship":"created-as","target":"v0.8.3","confidence":0.95},{"source":"implementation plan","relationship":"has-part","target":"Part 1 - Version Synchronization","confidence":0.9},{"source":"version 0.8.3","relationship":"associated-with","target":"release process","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the implementation plan which explicitly includes bumping to version 0.8.3 as part of Part 1 — Version Synchronization. The new fact simply reiterates what is already captured in the existing procedural memory.","fact":{"content":"The release version for this implementation is 0.8.3","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] (ID: 308d16c2-4d59-483d-a8d6-c254fd68a529) already explicitly documents this procedural step as part of the 0.8.3 release implementation plan: 'manually bump all package.json files to 0.8.3'. The new fact is a general restatement of this specific documented procedure and adds no new information beyond what's already recorded.","fact":{"content":"All package.json files in the monorepo must be manually bumped to version 0.8.3 as part of the release process","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 5 (ID: 308d16c2-4d59-483d-a8d6-c254fd68a529) already contains this exact requirement: 'commit with message \"chore: release 0.8.3\" to match workflow skip filter'. The new fact is fully covered by existing memory.","fact":{"content":"The release commit must use the message 'chore: release 0.8.3' to match the GitHub Actions workflow skip filter","type":"decision","confidence":0.9}},{"action":"update","targetMemoryId":"308d16c2-4d59-483d-a8d6-c254fd68a529","confidence":0.85,"reason":"New fact provides the rationale behind the commit message format already mentioned in candidate [5]. Merging adds the purpose (preventing unnecessary CI/CD pipeline triggers) to make the decision reasoning complete and self-contained.","fact":{"content":"The commit message format 'chore: release 0.8.3' was chosen because it matches the workflow skip filter that prevents triggering unnecessary CI/CD pipelines on release commits","type":"rationale","confidence":0.85},"targetContent":"Implementation plan covers two parts: **Part 1 — Version Synchronization**: Pull latest commits, manually bump all package.json files to 0.8.3, commit with message \"chore: release 0.8.3\" to match workflow skip filter, create and push git tag v0.8.3, verify GitHub Release exists."},{"action":"none","confidence":0.95,"reason":"Candidate [4] (ID: 308d16c2-4d59-483d-a8d6-c254fd68a529) already explicitly captures this requirement: 'create and push git tag v0.8.3' as part of the Part 1 Version Synchronization implementation plan. The new fact is redundant.","fact":{"content":"A git tag named 'v0.8.3' must be created and pushed to the repository as part of the version synchronization process","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"Candidate [3] already includes 'verify GitHub Release exists' as part of the implementation plan for v0.8.3 release. The new fact restates this same requirement with slightly more procedural emphasis but doesn't add new information beyond what's already captured.","fact":{"content":"GitHub Release existence must be verified after creating and pushing the git tag v0.8.3","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"New fact describes the overall structure of an implementation plan (two parts, Part 1 for version sync). Existing candidates reference specific implementation plan steps or workflows but don't capture this structural breakdown. No existing memory directly covers the plan's division into parts.","fact":{"content":"The implementation plan is divided into two parts, with Part 1 covering version synchronization tasks","type":"fact","confidence":0.9}},{"action":"update","targetMemoryId":"0302241a-a6ca-40fc-93c7-5dd7c9404417","confidence":0.85,"reason":"New fact is the procedural solution to the problem described in candidate #3. After CI pushes to main, the local repo falls behind. The new fact captures the required manual step (pull before version bump) that follows this scenario. These should be merged into a complete context: problem + procedure.","fact":{"content":"Latest commits must be pulled before beginning the manual version bump and release process","type":"procedural","confidence":0.9},"targetContent":"## Post-Push Auto-Pull Hook Implementation The session began with a plan to eliminate manual `git pull` after pushing to main. The GitHub Actions `release.yml` workflow automatically bumps versions, generates changelogs, and pushes back, leaving the local repo 1 commit behind."}],"writeMode":"phase-c","writeStats":{"added":1,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: bf241cf9-c0ae-4e86-8a6c-3deddee3eeb6
memory_id: 40d6e0c8-642d-4f75-9691-61c7c64163a8
job_type: extract
status: completed
leased_at: 2026-02-27T21:24:43.623Z
completed_at: 2026-02-27T21:25:31.564Z
created_at: 2026-02-27T21:20:56.896Z
updated_at: 2026-02-27T21:25:31.564Z
result:
  {"facts":[{"content":"The release.yml GitHub Actions workflow should implement concurrency controls using group 'release-pipeline' with cancel-in-progress: true to prevent concurrent release executions","type":"procedural","confidence":0.9},{"content":"A 'git pull --rebase' step should be added to release.yml before the npm publish step to synchronize with upstream changes before pushing","type":"procedural","confidence":0.9},{"content":"A version existence check should be implemented before npm publish in release.yml to prevent re-publishing already-released versions","type":"procedural","confidence":0.9}],"entities":[{"source":"release.yml","relationship":"implements","target":"concurrency controls (group: release-pipeline, cancel-in-progress: true)","confidence":0.9},{"source":"release.yml","relationship":"includes-step","target":"git pull --rebase","confidence":0.9},{"source":"release.yml","relationship":"includes-check","target":"version existence check","confidence":0.9},{"source":"version existence check","relationship":"prevents","target":"re-publishing already-released versions","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly documents this exact solution: 'Add concurrency controls to release.yml (group: release-pipeline with cancel-in-progress: true)' as part of the Workflow Hardening section. New fact is a duplicate of existing memory.","fact":{"content":"The release.yml GitHub Actions workflow should implement concurrency controls using group 'release-pipeline' with cancel-in-progress: true to prevent concurrent release executions","type":"procedural","confidence":0.9}},{"action":"update","targetMemoryId":"40d6e0c8-642d-4f75-9691-61c7c64163a8","confidence":0.85,"reason":"New fact refines the placement of git pull --rebase to occur specifically before npm publish (not before push step). This provides a more precise location in the workflow sequence and represents implementation clarification of the same hardening work already documented in the candidate.","fact":{"content":"A 'git pull --rebase' step should be added to release.yml before the npm publish step to synchronize with upstream changes before pushing","type":"procedural","confidence":0.9},"targetContent":"**Part 2 — Workflow Hardening**: Add concurrency controls to release.yml (group: release-pipeline with cancel-in-progress: true), add git pull --rebase before push step, implement version existence check before npm publish to prevent re-publishing already-released versions."},{"action":"none","confidence":0.95,"reason":"This procedural fact is already covered in candidate [5] (ID: 40d6e0c8...), which explicitly documents 'implement version existence check before npm publish to prevent re-publishing already-released versions' as part of the workflow hardening initiative.","fact":{"content":"A version existence check should be implemented before npm publish in release.yml to prevent re-publishing already-released versions","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: f4581721-975e-480a-837e-5b7eb2fbf997
memory_id: 8a08a460-a07a-45ff-97b2-b7afc54e16ea
job_type: extract
status: completed
leased_at: 2026-02-27T22:35:45.369Z
completed_at: 2026-02-27T22:36:26.054Z
created_at: 2026-02-27T22:35:44.903Z
updated_at: 2026-02-27T22:36:26.054Z
result:
  {"facts":[{"content":"A 5-step research automation chain is being designed for a freelance client project","type":"procedural","confidence":0.95},{"content":"The design effort includes planning and architecture sessions","type":"procedural","confidence":0.9}],"entities":[{"source":"research automation chain","relationship":"composed_of","target":"5 steps","confidence":0.95},{"source":"freelance client project","relationship":"requires","target":"research automation chain","confidence":0.85},{"source":"planning session","relationship":"focuses_on","target":"research automation chain design","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by existing memories. Candidate 2 directly describes the 5-step research automation chain for a freelance client project, with detailed architecture in candidates 3-5 covering input/output, flow, and implementation status.","fact":{"content":"A 5-step research automation chain is being designed for a freelance client project","type":"procedural","confidence":0.95}},{"action":"delete","targetMemoryId":"e9157154-e3be-4d4d-b462-4959bdcbd1a0","confidence":0.85,"reason":"New fact states design effort includes planning and architecture sessions, directly contradicting the existing memory that no architectural decisions were made","fact":{"content":"The design effort includes planning and architecture sessions","type":"procedural","confidence":0.9},"targetContent":"No architectural decisions were made during this session"}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":1,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 49cc70ec-48d2-44cf-9c4d-648e4f064358
memory_id: 31f49206-011d-47c5-98a4-1a7dc0ad2ab9
job_type: extract
status: completed
leased_at: 2026-02-27T22:36:28.069Z
completed_at: 2026-02-27T22:37:51.292Z
created_at: 2026-02-27T22:35:44.918Z
updated_at: 2026-02-27T22:37:51.292Z
result:
  {"facts":[{"content":"The chain accepts a biological mechanism and ingredient list as input parameters","type":"procedural","confidence":0.95},{"content":"The chain executes sequential research prompts to process its inputs","type":"procedural","confidence":0.95},{"content":"The chain uses MCP-based search as its research mechanism","type":"fact","confidence":0.95},{"content":"The MCP-based search integration includes PubMed for biomedical literature queries","type":"fact","confidence":0.95},{"content":"The MCP-based search integration includes Brave Search for general web search","type":"fact","confidence":0.95},{"content":"The chain produces a formatted markdown evidence report as its final output","type":"procedural","confidence":0.95}],"entities":[{"source":"chain","relationship":"accepts as input","target":"biological mechanism","confidence":0.95},{"source":"chain","relationship":"accepts as input","target":"ingredient list","confidence":0.95},{"source":"chain","relationship":"runs","target":"sequential research prompts","confidence":0.95},{"source":"chain","relationship":"uses","target":"MCP-based search","confidence":0.95},{"source":"MCP-based search","relationship":"integrates","target":"PubMed","confidence":0.95},{"source":"MCP-based search","relationship":"integrates","target":"Brave Search","confidence":0.95},{"source":"chain","relationship":"produces","target":"markdown evidence report","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly documents that 'The chain takes a biological mechanism + ingredient list as input' as part of describing the complete flow. The new fact is a direct subset of existing memory.","fact":{"content":"The chain accepts a biological mechanism and ingredient list as input parameters","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"This procedural fact is already well-covered by existing memories, particularly candidate [4] which explicitly states 'runs through sequential research prompts using MCP-based search' and candidate [5] which documents the step-by-step sequential architecture. The new fact adds no novel information beyond what's already captured.","fact":{"content":"The chain executes sequential research prompts to process its inputs","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate [4] already explicitly states the chain uses MCP-based search (PubMed + Brave Search) as part of its research mechanism. New fact adds no new information beyond what's already captured.","fact":{"content":"The chain uses MCP-based search as its research mechanism","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents MCP-based search integration with PubMed explicitly: 'runs through sequential research prompts using MCP-based search (PubMed + Brave Search)'. New fact is redundant with existing memory.","fact":{"content":"The MCP-based search integration includes PubMed for biomedical literature queries","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New fact about Brave Search MCP integration for general web search. Existing memories cover skills search (skills.sh + ClawHub unified search) and internal search infrastructure, but don't mention Brave Search or general web search capabilities. This is complementary but distinct knowledge.","fact":{"content":"The MCP-based search integration includes Brave Search for general web search","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly states the chain 'produces a formatted markdown evidence report' as part of its comprehensive description of the evidence chain workflow. New fact is fully covered.","fact":{"content":"The chain produces a formatted markdown evidence report as its final output","type":"procedural","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: 52fcfb54-8cd3-49d1-b623-343004bd0818
memory_id: c9fa62c5-a820-487c-bdcf-08360dfa8ab9
job_type: extract
status: completed
leased_at: 2026-02-27T22:37:53.294Z
completed_at: 2026-02-27T22:38:43.851Z
created_at: 2026-02-27T22:35:44.929Z
updated_at: 2026-02-27T22:38:43.851Z
result:
  {"facts":[{"content":"The system uses 5 agents in a sequential pipeline architecture where each agent processes exactly one step","type":"decision","confidence":0.95},{"content":"Inter-agent data handoffs are managed via markdown files at `tmp/step-N.md` where N is the step number (1-5)","type":"procedural","confidence":0.95},{"content":"Final mechanism output is written to `output/[mechanism-slug].md` after all agents complete their respective steps","type":"procedural","confidence":0.95}],"entities":[{"source":"5 agents","relationship":"process sequentially","target":"pipeline steps","confidence":0.95},{"source":"agents","relationship":"exchange data via","target":"tmp/step-N.md files","confidence":0.95},{"source":"tmp/step-N.md files","relationship":"enable","target":"inter-step handoffs","confidence":0.95},{"source":"system","relationship":"writes output to","target":"output/[mechanism-slug].md","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this fact with greater specificity: '5 agents process one step each' with implementation details (tmp/step-N.md handoffs, output structure). New fact is identical in substance, no new information to add or refine.","fact":{"content":"The system uses 5 agents in a sequential pipeline architecture where each agent processes exactly one step","type":"decision","confidence":0.95}},{"action":"none","targetMemoryId":"c9fa62c5-a820-487c-bdcf-08360dfa8ab9","confidence":1,"reason":"This fact is already fully covered by existing memory c9fa62c5. The candidate explicitly documents that agents read/write to `tmp/step-N.md` for inter-step handoffs across the 5-step process.","fact":{"content":"Inter-agent data handoffs are managed via markdown files at `tmp/step-N.md` where N is the step number (1-5)","type":"procedural","confidence":0.95},"targetContent":"Key architectural decision: each of 5 agents processes one step, reading/writing to `tmp/step-N.md` for inter-step handoffs, with final output to `output/[mechanism-slug].md`."},{"action":"none","confidence":0.95,"reason":"Candidate [3] already explicitly states the final output location: 'with final output to `output/[mechanism-slug].md`'. The new fact is fully covered by existing memory.","fact":{"content":"Final mechanism output is written to `output/[mechanism-slug].md` after all agents complete their respective steps","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: ac5d3df9-bb8c-4a47-a28a-fa9a830f0b3f
memory_id: 5f654a88-3d8d-4b35-ba63-56b13e86eb65
job_type: extract
status: completed
leased_at: 2026-02-27T22:38:45.853Z
completed_at: 2026-02-27T22:40:41.162Z
created_at: 2026-02-27T22:35:44.944Z
updated_at: 2026-02-27T22:40:41.162Z
result:
  {"facts":[{"content":"The processing pipeline consists of five sequential steps flowing in order: step1-resolver → step2-mechanism → step3-ingredients → step4-scorer → step5-formatter","type":"semantic","confidence":0.95},{"content":"step1-resolver performs placeholder resolution in the pipeline","type":"procedural","confidence":0.95},{"content":"step2-mechanism performs PubMed search operations","type":"procedural","confidence":0.95},{"content":"step3-ingredients performs PubMed search operations","type":"procedural","confidence":0.95},{"content":"step4-scorer performs ranking operations without executing external searches","type":"procedural","confidence":0.95},{"content":"step5-formatter performs output compilation without executing external searches","type":"procedural","confidence":0.95},{"content":"The client provided raw prompt templates, sample input examples, and reference output for the implementation","type":"fact","confidence":0.95},{"content":"The implementation approach is to wire together existing client-provided prompts rather than creating new prompt templates from scratch","type":"decision","confidence":0.9}],"entities":[{"source":"step1-resolver","relationship":"performs","target":"placeholder resolution","confidence":0.95},{"source":"step2-mechanism","relationship":"uses","target":"PubMed search","confidence":0.95},{"source":"step3-ingredients","relationship":"uses","target":"PubMed search","confidence":0.95},{"source":"step4-scorer","relationship":"performs","target":"ranking","confidence":0.95},{"source":"step5-formatter","relationship":"performs","target":"output compilation","confidence":0.95},{"source":"step1-resolver","relationship":"precedes","target":"step2-mechanism","confidence":0.95},{"source":"step2-mechanism","relationship":"precedes","target":"step3-ingredients","confidence":0.95},{"source":"step3-ingredients","relationship":"precedes","target":"step4-scorer","confidence":0.95},{"source":"step4-scorer","relationship":"precedes","target":"step5-formatter","confidence":0.95},{"source":"Client","relationship":"provides","target":"prompt templates","confidence":0.95},{"source":"Client","relationship":"provides","target":"sample inputs","confidence":0.95},{"source":"Client","relationship":"provides","target":"reference output","confidence":0.95},{"source":"Implementation","relationship":"reuses","target":"existing prompts","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains the exact pipeline sequence with implementation details. New fact is fully covered by existing memory.","fact":{"content":"The processing pipeline consists of five sequential steps flowing in order: step1-resolver → step2-mechanism → step3-ingredients → step4-scorer → step5-formatter","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents step1-resolver's role as placeholder resolution in the pipeline chain. The new fact is a subset of existing memory that provides more comprehensive context about the entire pipeline flow.","fact":{"content":"step1-resolver performs placeholder resolution in the pipeline","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [5] already explicitly documents the full architecture flow including 'step2-mechanism (PubMed search)'. The new fact is a component detail already contained within that comprehensive architecture memory.","fact":{"content":"step2-mechanism performs PubMed search operations","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already captured in candidate [5], which explicitly documents the architecture flow including 'step3-ingredients (PubMed search)' as part of the research chain pipeline.","fact":{"content":"step3-ingredients performs PubMed search operations","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents this exact fact: 'step4-scorer (ranking, no search)' is explicitly stated in the architecture chain description. New fact is redundant with existing procedural memory.","fact":{"content":"step4-scorer performs ranking operations without executing external searches","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the exact same information: 'step5-formatter (compilation, no search)'. The new fact is a restatement of existing memory with no additional detail.","fact":{"content":"step5-formatter performs output compilation without executing external searches","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already contains this exact information: 'Client provided raw prompt templates, sample inputs, and reference output; implementation wires existing prompts together rather than creating new ones.' The fact is comprehensively covered in existing memory.","fact":{"content":"The client provided raw prompt templates, sample input examples, and reference output for the implementation","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already contains this exact decision: 'implementation wires existing prompts together rather than creating new ones.' The new fact is subsumed within the existing architecture overview memory.","fact":{"content":"The implementation approach is to wire together existing client-provided prompts rather than creating new prompt templates from scratch","type":"decision","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 4238f718-0240-421c-8e85-507e5bc9a3f5
memory_id: f5717471-a038-4dc8-8b57-e54b2e1f03c8
job_type: extract
status: completed
leased_at: 2026-02-27T22:40:43.164Z
completed_at: 2026-02-27T22:41:29.688Z
created_at: 2026-02-27T22:35:44.957Z
updated_at: 2026-02-27T22:41:29.688Z
result:
  {"facts":[{"content":"Agents 2-3 use PubMed MCP tools to retrieve real studies instead of relying on training data for study information","type":"decision","confidence":0.9},{"content":"Brave Search is configured as a fallback search strategy when PubMed MCP tools provide insufficient results","type":"procedural","confidence":0.85},{"content":"The decision to use PubMed MCP tools with Brave Search fallback was made to prevent training-data hallucination in study retrieval tasks","type":"rationale","confidence":0.85}],"entities":[{"source":"Agents 2-3","relationship":"uses","target":"PubMed MCP tools","confidence":0.9},{"source":"Agents 2-3","relationship":"uses_as_fallback","target":"Brave Search","confidence":0.85},{"source":"PubMed MCP tools","relationship":"provides","target":"real study retrieval","confidence":0.9},{"source":"Brave Search","relationship":"fallback_for","target":"PubMed MCP insufficiency","confidence":0.85}],"proposals":[{"action":"none","targetMemoryId":"f5717471-a038-4dc8-8b57-e54b2e1f03c8","confidence":0.95,"reason":"New fact is already captured in candidate [4], which explicitly states: 'Agents 2-3 use PubMed MCP tools for real study retrieval; no training-data hallucination.' No additional information to merge.","fact":{"content":"Agents 2-3 use PubMed MCP tools to retrieve real studies instead of relying on training data for study information","type":"decision","confidence":0.9},"targetContent":"### Critical Design Decisions - **MCP Search Integration**: Agents 2-3 use PubMed MCP tools for real study retrieval; no training-data hallucination. Brave Search as fallback when PubMed insufficient."},{"action":"none","confidence":0.95,"reason":"Candidate [3] already explicitly states 'Brave Search as fallback when PubMed insufficient' which directly covers this procedural fact. No new information to add.","fact":{"content":"Brave Search is configured as a fallback search strategy when PubMed MCP tools provide insufficient results","type":"procedural","confidence":0.85}},{"action":"update","targetMemoryId":"f5717471-a038-4dc8-8b57-e54b2e1f03c8","confidence":0.92,"reason":"New fact provides explicit rationale for an existing decision already documented in candidate [5]. Both cover the same PubMed MCP + Brave Search fallback choice. Should merge to create a more complete record: decision + rationale.","fact":{"content":"The decision to use PubMed MCP tools with Brave Search fallback was made to prevent training-data hallucination in study retrieval tasks","type":"rationale","confidence":0.85},"targetContent":"### Critical Design Decisions - **MCP Search Integration**: Agents 2-3 use PubMed MCP tools for real study retrieval; no training-data hallucination. Brave Search as fallback when PubMed insufficient."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: bb871060-b2b0-431f-8b18-cb0e7ac7d102
memory_id: 770f6e78-2c56-4a5a-9756-05bf87383db6
job_type: extract
status: completed
leased_at: 2026-02-27T22:41:31.690Z
completed_at: 2026-02-27T22:42:48.438Z
created_at: 2026-02-27T22:35:44.968Z
updated_at: 2026-02-27T22:42:48.438Z
result:
  {"facts":[{"content":"Citation standards are globally enforced across all agents with three mandatory rules: (1) never cite without a real DOI, (2) never fabricate quotes, (3) always verify statistical significance","type":"procedural","confidence":0.95},{"content":"Step1 of the multi-step process uses reasoning only without search tool access","type":"procedural","confidence":0.95},{"content":"Steps 2-3 of the process have search-enabled tool access","type":"procedural","confidence":0.95},{"content":"Step4 uses Brave as a fallback search tool only","type":"procedural","confidence":0.95},{"content":"Step5 uses compilation as the designated tool","type":"procedural","confidence":0.95}],"entities":[{"source":"all agents","relationship":"must follow","target":"Citation Standards","confidence":0.95},{"source":"Citation Standards","relationship":"requires","target":"real DOI for citations","confidence":0.95},{"source":"Citation Standards","relationship":"prohibits","target":"quote fabrication","confidence":0.95},{"source":"Step1","relationship":"uses","target":"reasoning only","confidence":0.95},{"source":"Steps 2-3","relationship":"enabled-with","target":"search tools","confidence":0.95},{"source":"Step4","relationship":"uses","target":"Brave fallback","confidence":0.95},{"source":"Step5","relationship":"uses","target":"compilation","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [5] already contains identical citation standards: never cite without real DOI, never fabricate quotes, always verify statistical significance. New fact is fully covered by existing procedural rule.","fact":{"content":"Citation standards are globally enforced across all agents with three mandatory rules: (1) never cite without a real DOI, (2) never fabricate quotes, (3) always verify statistical significance","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate [5] (ID: 770f6e78...) already explicitly documents this in its Tool Assignments section: 'Step1 (reasoning only)'. The new fact is fully covered by the existing rule.","fact":{"content":"Step1 of the multi-step process uses reasoning only without search tool access","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.45,"reason":"New fact is too vague to confidently match existing memories. It references 'steps 2-3 of the process' without specifying which process (could relate to candidate [4]'s unified search execution order, but lacks sufficient context for a confident update). Should be stored separately and clarified in future interactions.","fact":{"content":"Steps 2-3 of the process have search-enabled tool access","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.85,"reason":"New procedural fact about Step4's general search behavior (Brave as fallback). Candidate [2] is specific to study retrieval with PubMed, candidate [1] is an incident report. This is a distinct general principle that should be stored separately.","fact":{"content":"Step4 uses Brave as a fallback search tool only","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.85,"reason":"New procedural fact about Step5's designated tool has no match in existing candidates. Candidate 1 mentions compilation but refers to artifact conversion, not a procedural workflow step. Other candidates cover unrelated topics (codebase review, architecture refactoring, documentation). This is a discrete procedural workflow note that should be stored separately.","fact":{"content":"Step5 uses compilation as the designated tool","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":3,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":3},"warnings":[]}


id: 080b0e97-c40d-42d1-837c-e32a6b24200d
memory_id: cead8a48-cff9-462d-8067-a6ac2b4d3b4c
job_type: extract
status: completed
leased_at: 2026-02-27T22:42:50.439Z
completed_at: 2026-02-27T22:43:29.693Z
created_at: 2026-02-27T22:35:44.979Z
updated_at: 2026-02-27T22:43:29.693Z
result:
  {"facts":[{"content":"Step agents write full intermediate outputs as part of their execution workflow","type":"procedural","confidence":0.95},{"content":"The orchestrator skill reads previous steps sequentially to process workflow state","type":"procedural","confidence":0.95},{"content":"The orchestrator skill maintains clean context by reading outputs sequentially rather than in parallel","type":"procedural","confidence":0.9}],"entities":[{"source":"step agents","relationship":"write","target":"full intermediate outputs","confidence":0.95},{"source":"orchestrator skill","relationship":"reads","target":"previous steps","confidence":0.95},{"source":"orchestrator skill","relationship":"maintains","target":"clean context","confidence":0.9}],"proposals":[{"action":"none","targetMemoryId":"cead8a48-cff9-462d-8067-a6ac2b4d3b4c","confidence":0.95,"reason":"Candidate [4] already captures this exact procedural detail: 'Step agents write full intermediate outputs'. The new fact adds no new information.","fact":{"content":"Step agents write full intermediate outputs as part of their execution workflow","type":"procedural","confidence":0.95},"targetContent":"- **Output Format**: Step agents write full intermediate outputs; orchestrator skill reads previous steps sequentially and maintains clean context."},{"action":"none","confidence":0.98,"reason":"Candidate [5] (cead8a48...) already states 'orchestrator skill reads previous steps sequentially and maintains clean context.' The new fact is redundant with existing memory.","fact":{"content":"The orchestrator skill reads previous steps sequentially to process workflow state","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already captures this exact detail: 'orchestrator skill reads previous steps sequentially and maintains clean context.' The new fact adds no novel information beyond what's already documented.","fact":{"content":"The orchestrator skill maintains clean context by reading outputs sequentially rather than in parallel","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: d0fea57d-63d2-4995-921e-29f0656633b1
memory_id: 5597cbd8-c31e-466b-9e78-8e22ad0e3ecf
job_type: extract
status: completed
leased_at: 2026-02-27T22:43:31.694Z
completed_at: 2026-02-27T22:45:19.321Z
created_at: 2026-02-27T22:35:44.994Z
updated_at: 2026-02-27T22:45:19.321Z
result:
  {"facts":[{"content":"The project structure organizes configuration and agent settings in a `.claude/` directory that contains skills, agents, and rules","type":"procedural","confidence":0.95},{"content":"Client-provided prompt templates are stored in a `prompts/` directory and split into individual files (5 templates total)","type":"procedural","confidence":0.95},{"content":"Input data samples are documented in a `samples.md` file within the project","type":"procedural","confidence":0.95},{"content":"Reference output examples are provided in a `sample-output.md` file for comparison and validation","type":"procedural","confidence":0.95},{"content":"Intermediate artifacts and handoff data between pipeline steps are stored in a `tmp/` directory that is added to .gitignore","type":"procedural","confidence":0.95},{"content":"Final generated reports are stored in an `output/` directory","type":"procedural","confidence":0.95},{"content":"A `HANDOFF.md` file provides non-technical user documentation and usage guidance for the project","type":"procedural","confidence":0.95},{"content":"A `CLAUDE.md` file contains project-specific instructions and guidelines for agents","type":"procedural","confidence":0.95}],"entities":[{"source":".claude/","relationship":"contains","target":"skills, agents, rules","confidence":0.95},{"source":"prompts/","relationship":"stores","target":"5 client-provided templates","confidence":0.95},{"source":"samples.md","relationship":"documents","target":"input data","confidence":0.95},{"source":"sample-output.md","relationship":"provides","target":"reference output","confidence":0.95},{"source":"tmp/","relationship":"stores","target":"inter-step handoff artifacts","confidence":0.95},{"source":"tmp/","relationship":"is","target":"gitignored","confidence":0.95},{"source":"output/","relationship":"stores","target":"final reports","confidence":0.95},{"source":"HANDOFF.md","relationship":"provides","target":"non-technical user guide","confidence":0.95},{"source":"CLAUDE.md","relationship":"contains","target":"project instructions","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [2] already documents the exact same structure: `.claude/` containing skills, agents, and rules. New fact is redundant with existing memory.","fact":{"content":"The project structure organizes configuration and agent settings in a `.claude/` directory that contains skills, agents, and rules","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already contains this exact information in its project layout description: '`prompts/` (5 client-provided templates split into individual files)'. The new fact is fully covered and adds no new information.","fact":{"content":"Client-provided prompt templates are stored in a `prompts/` directory and split into individual files (5 templates total)","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New fact is procedural documentation about project-specific file location (samples.md). No existing candidates reference or cover this resource. Should be stored as new memory for future reference.","fact":{"content":"Input data samples are documented in a `samples.md` file within the project","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"Candidate [5] already documents `sample-output.md` (reference) as part of the project file structure. The new fact provides procedural detail about its purpose (comparison and validation), but this is adequately implied by describing it as a 'reference' file in the existing memory.","fact":{"content":"Reference output examples are provided in a `sample-output.md` file for comparison and validation","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.9,"reason":"New procedural fact about pipeline artifact storage location and .gitignore configuration. No existing memory covers this specific implementation detail. Candidate [3] is a session note, not a reusable procedural fact.","fact":{"content":"Intermediate artifacts and handoff data between pipeline steps are stored in a `tmp/` directory that is added to .gitignore","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate already captures that output is stored in `output/` directory. New fact is redundant with minor context addition ('final generated reports')","fact":{"content":"Final generated reports are stored in an `output/` directory","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.85,"reason":"New fact about HANDOFF.md as non-technical user documentation. While candidate [1] lists documentation files, it focuses on paths/locations. Since the new fact doesn't specify where HANDOFF.md lives and describes a specific role (non-technical usage guidance), it's better stored as a standalone procedural fact that can be referenced independently.","fact":{"content":"A `HANDOFF.md` file provides non-technical user documentation and usage guidance for the project","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"New fact is already covered by existing candidates: [2] explicitly states CLAUDE.md contains project instructions, and [1] shows CLAUDE.md as part of the agent profile architecture. The general statement about CLAUDE.md's purpose is redundant.","fact":{"content":"A `CLAUDE.md` file contains project-specific instructions and guidelines for agents","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":3,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":3},"warnings":[]}


id: 7ac6dd03-b93c-40f7-ba4f-1ce96702365a
memory_id: 5f56bc36-41df-48c3-8625-824c947b9dc8
job_type: extract
status: completed
leased_at: 2026-02-27T22:45:21.323Z
completed_at: 2026-02-27T22:47:09.781Z
created_at: 2026-02-27T22:35:45.007Z
updated_at: 2026-02-27T22:47:09.781Z
result:
  {"facts":[{"content":"Open Threads Implementation project has completed the plan phase","type":"decision","confidence":0.95},{"content":"Open Threads Implementation project implementation has not yet started","type":"decision","confidence":0.95},{"content":"The next phase of Open Threads Implementation requires creating 5 agent files","type":"procedural","confidence":0.9},{"content":"The next phase of Open Threads Implementation requires creating an orchestrator skill","type":"procedural","confidence":0.9},{"content":"The next phase of Open Threads Implementation requires splitting prompts into separate files","type":"procedural","confidence":0.9},{"content":"The next phase of Open Threads Implementation requires configuring MCP servers","type":"procedural","confidence":0.9},{"content":"The next phase of Open Threads Implementation requires writing rules and handoff documentation","type":"procedural","confidence":0.9},{"content":"The next phase of Open Threads Implementation requires end-to-end testing with a sample mechanism","type":"procedural","confidence":0.9}],"entities":[{"source":"Open Threads Implementation","relationship":"current_status","target":"plan phase complete","confidence":0.95},{"source":"Open Threads Implementation","relationship":"current_status","target":"implementation not started","confidence":0.95},{"source":"Open Threads Implementation","relationship":"requires_next","target":"5 agent files","confidence":0.9},{"source":"Open Threads Implementation","relationship":"requires_next","target":"orchestrator skill","confidence":0.9},{"source":"Open Threads Implementation","relationship":"requires_next","target":"prompt file separation","confidence":0.9},{"source":"Open Threads Implementation","relationship":"requires_next","target":"MCP server configuration","confidence":0.9},{"source":"Open Threads Implementation","relationship":"requires_next","target":"rules and handoff documentation","confidence":0.9},{"source":"Open Threads Implementation","relationship":"requires_next","target":"end-to-end testing with sample mechanism","confidence":0.9}],"proposals":[{"action":"update","targetMemoryId":"4aafbc19-ee61-481a-a30f-b9acd6f8bc53","confidence":0.95,"reason":"New fact indicates the plan phase is complete, directly superseding the existing 'early stages' characterization of architecture exploration. Update candidate [1] to reflect that planning and architecture exploration are now complete, with the project ready to move into implementation phases.","fact":{"content":"Open Threads Implementation project has completed the plan phase","type":"decision","confidence":0.95},"targetContent":"Architecture exploration for the current project is in early stages"},{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by existing memories, particularly [1] (no implementation work performed yet), [4] (no implementation completed in session), and [5] (no code changes made yet). All convey that planning is done but implementation has not started.","fact":{"content":"Open Threads Implementation project implementation has not yet started","type":"decision","confidence":0.95}},{"action":"none","targetMemoryId":"5f56bc36-41df-48c3-8625-824c947b9dc8","confidence":0.95,"reason":"Existing memory [5] already documents the Open Threads Implementation plan with specific next steps including 'create 5 agent files' as the first phase after plan completion. The new fact is redundant.","fact":{"content":"The next phase of Open Threads Implementation requires creating 5 agent files","type":"procedural","confidence":0.9},"targetContent":"### Open Threads Implementation not yet started—plan phase complete. Next: create 5 agent files, orchestrator skill, split prompts into separate files, configure MCP servers, write rules and handoff docs, then end-to-end test with sample mechanism."},{"action":"none","confidence":0.95,"reason":"Existing candidate [1] already explicitly lists 'orchestrator skill' as part of the next phase steps for Open Threads Implementation. The new fact adds no new information and is fully covered by the detailed plan already in memory.","fact":{"content":"The next phase of Open Threads Implementation requires creating an orchestrator skill","type":"procedural","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"New procedural fact about Open Threads Implementation is distinct from general prompt rules in existing candidate. No overlap or contradiction detected.","fact":{"content":"The next phase of Open Threads Implementation requires splitting prompts into separate files","type":"procedural","confidence":0.9}},{"action":"update","targetMemoryId":"5f56bc36-41df-48c3-8625-824c947b9dc8","confidence":0.85,"reason":"New fact specifies that MCP server configuration is the immediate next phase for Open Threads Implementation. [5] already mentions MCP configuration in a list of next steps, but the new fact clarifies priority—MCP setup should be the next immediate phase. Update [5] to reflect this sequencing.","fact":{"content":"The next phase of Open Threads Implementation requires configuring MCP servers","type":"procedural","confidence":0.9},"targetContent":"### Open Threads Implementation not yet started—plan phase complete. Next: create 5 agent files, orchestrator skill, split prompts into separate files, configure MCP servers, write rules and handoff docs, then end-to-end test with sample mechanism."},{"action":"update","targetMemoryId":"5f56bc36-41df-48c3-8625-824c947b9dc8","confidence":0.85,"reason":"New fact clarifies the immediate next phase of Open Threads Implementation. Candidate [5] already outlines the full pipeline, but this fact establishes that rules and handoff documentation are the current focus point. Update should emphasize this as the next actionable phase.","fact":{"content":"The next phase of Open Threads Implementation requires writing rules and handoff documentation","type":"procedural","confidence":0.9},"targetContent":"### Open Threads Implementation not yet started—plan phase complete. Next: create 5 agent files, orchestrator skill, split prompts into separate files, configure MCP servers, write rules and handoff docs, then end-to-end test with sample mechanism."},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively documents the Open Threads Implementation roadmap, explicitly listing 'end-to-end test with sample mechanism' as the final phase. The new fact restates information already captured in that memory.","fact":{"content":"The next phase of Open Threads Implementation requires end-to-end testing with a sample mechanism","type":"procedural","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":3,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: 15206865-a874-414b-9e7c-a73654c4b6ca
memory_id: a6d887df-0ce0-4b9f-b963-ea7385d8e852
job_type: extract
status: completed
leased_at: 2026-02-27T23:05:14.026Z
completed_at: 2026-02-27T23:06:02.686Z
created_at: 2026-02-27T23:05:12.747Z
updated_at: 2026-02-27T23:06:02.686Z
result:
  {"facts":[{"content":"Nicholai requested an explanation of the pm-kalshi prediction market trading algorithm","type":"decision","confidence":0.95},{"content":"The pm-kalshi prediction market trading algorithm explanation is targeted at investors who are familiar with Amazon advertising optimization","type":"procedural","confidence":0.95},{"content":"The intended audience for the algorithm explanation has prior familiarity with Amazon ad optimization concepts, which should inform the explanation's framing and analogies","type":"semantic","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"requested","target":"pm-kalshi prediction market trading algorithm explanation","confidence":0.95},{"source":"pm-kalshi algorithm explanation","relationship":"targets","target":"investor audience","confidence":0.95},{"source":"investor audience","relationship":"has familiarity with","target":"Amazon ad optimization","confidence":0.9}],"proposals":[{"action":"none","targetMemoryId":"4a6d887df-0ce0-4b9f-b963-ea7385d8e852","confidence":0.95,"reason":"Candidate [4] already captures the exact same decision: Nicholai's request for a pm-kalshi algorithm explanation. The new fact is already covered in existing memory.","fact":{"content":"Nicholai requested an explanation of the pm-kalshi prediction market trading algorithm","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact fact: the pm-kalshi explanation is targeted at investors familiar with Amazon ad optimization. No new information to store.","fact":{"content":"The pm-kalshi prediction market trading algorithm explanation is targeted at investors who are familiar with Amazon advertising optimization","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.75,"reason":"Already covered by candidates [4] and [5]. Candidate [4] establishes the audience profile (familiar with Amazon ad optimization), and [5] explicitly states to use familiar concepts (budget allocation, bidding strategies, performance optimization) as analogies. The new fact clarifies how these should be used together, but doesn't add substantially new information.","fact":{"content":"The intended audience for the algorithm explanation has prior familiarity with Amazon ad optimization concepts, which should inform the explanation's framing and analogies","type":"semantic","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: ab391f44-fa59-4997-bac5-64bed6f41f40
memory_id: 1777ed54-2317-451c-b848-4880144fbdf1
job_type: extract
status: completed
leased_at: 2026-02-27T23:06:04.688Z
completed_at: 2026-02-27T23:06:45.959Z
created_at: 2026-02-27T23:05:12.759Z
updated_at: 2026-02-27T23:06:45.959Z
result:
  {"facts":[{"content":"The communication strategy explains technical details without omitting information, using analogies from familiar concepts to make content accessible while maintaining technical accuracy","type":"procedural","confidence":0.85},{"content":"Budget allocation, bidding strategies, and performance optimization are used as analogies to explain technical concepts","type":"procedural","confidence":0.9}],"entities":[{"source":"explanation strategy","relationship":"uses as analogy","target":"budget allocation","confidence":0.9},{"source":"explanation strategy","relationship":"uses as analogy","target":"bidding strategies","confidence":0.9},{"source":"explanation strategy","relationship":"uses as analogy","target":"performance optimization","confidence":0.9},{"source":"explanation strategy","relationship":"explains","target":"technical details","confidence":0.9}],"proposals":[{"action":"update","targetMemoryId":"1777ed54-2317-451c-b848-4880144fbdf1","confidence":0.9,"reason":"New fact describes the same communication strategy as [5] at a more general level. [5] is specific to OpenMarketUI explanation (budget/bidding analogies), while new fact articulates the underlying principle: explain technical details fully using familiar analogies while maintaining accuracy. Merge into a single, generalized memory with OpenMarketUI as a concrete example.","fact":{"content":"The communication strategy explains technical details without omitting information, using analogies from familiar concepts to make content accessible while maintaining technical accuracy","type":"procedural","confidence":0.85},"targetContent":"The goal was to explain the technical details without skipping them, but using familiar concepts (budget allocation, bidding strategies, performance optimization) as analogies."},{"action":"none","confidence":0.95,"reason":"Candidate 5 (ID: 1777ed54-2317-451c-b848-4880144fbdf1) already captures this exact fact: it documents that familiar concepts (budget allocation, bidding strategies, performance optimization) are used as analogies to explain technical details. The new fact is redundant with existing memory.","fact":{"content":"Budget allocation, bidding strategies, and performance optimization are used as analogies to explain technical concepts","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: 18b16287-5bd5-46a4-b1f4-8a975c641b6b
memory_id: 62a90a15-fb70-464f-8830-b55687778938
job_type: extract
status: completed
leased_at: 2026-02-27T23:06:47.961Z
completed_at: 2026-02-27T23:07:22.688Z
created_at: 2026-02-27T23:05:12.775Z
updated_at: 2026-02-27T23:07:22.688Z
result:
  {"facts":[{"content":"An Explore agent was launched to prepare a detailed explanation by thoroughly analyzing the pm-kalshi and pm-garden crates","type":"procedural","confidence":0.95},{"content":"The pm-kalshi and pm-garden crates are located in the OpenMarketUI monorepo","type":"semantic","confidence":0.9}],"entities":[{"source":"Explore agent","relationship":"launched to analyze","target":"pm-kalshi crate","confidence":0.95},{"source":"Explore agent","relationship":"launched to analyze","target":"pm-garden crate","confidence":0.95},{"source":"pm-kalshi crate","relationship":"located in","target":"OpenMarketUI monorepo","confidence":0.9},{"source":"pm-garden crate","relationship":"located in","target":"OpenMarketUI monorepo","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact fact: 'To prepare a detailed explanation, an Explore agent was launched to thoroughly analyze the pm-kalshi and pm-garden crates in the OpenMarketUI monorepo.' The new fact is a rephrase of the same procedural action.","fact":{"content":"An Explore agent was launched to prepare a detailed explanation by thoroughly analyzing the pm-kalshi and pm-garden crates","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] (Architecture) already documents pm-kalshi and pm-garden as crates within the monorepo structure. Candidate [5] explicitly states these crates are in the OpenMarketUI monorepo. The new fact adds no additional information beyond what's already captured.","fact":{"content":"The pm-kalshi and pm-garden crates are located in the OpenMarketUI monorepo","type":"semantic","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: fc684977-ba73-45dd-9f28-8f0bcc09a364
memory_id: 6b6c8013-0c39-459a-9af7-4f3edd03c26d
job_type: extract
status: completed
leased_at: 2026-02-27T23:07:24.690Z
completed_at: 2026-02-27T23:09:22.568Z
created_at: 2026-02-27T23:05:12.788Z
updated_at: 2026-02-27T23:09:22.568Z
result:
  {"facts":[{"content":"The agent's task includes understanding the full trading pipeline flow encompassing market sourcing, filtering, scoring, selection, and execution","type":"procedural","confidence":0.95},{"content":"The trading pipeline comprises five phases in sequence: market sourcing, filtering, scoring, selection, and execution","type":"semantic","confidence":0.95},{"content":"The agent's task includes understanding individual scorer mechanics including momentum, mean reversion, volume, and ensemble scorers","type":"procedural","confidence":0.95},{"content":"The agent's task includes understanding backtest and paper trading engines","type":"procedural","confidence":0.95},{"content":"The agent's task includes understanding risk management and position sizing mechanisms","type":"procedural","confidence":0.95},{"content":"The agent's task includes understanding tunable configuration parameters for the trading system","type":"procedural","confidence":0.95},{"content":"The trading system codebase is organized across three packages: pm-kalshi, pm-garden, and pm-core","type":"fact","confidence":0.95},{"content":"The discovery session was in early phase when the agent began mapping codebase structure","type":"fact","confidence":0.95}],"entities":[{"source":"agent","relationship":"mapping","target":"pm-kalshi codebase","confidence":0.9},{"source":"agent","relationship":"mapping","target":"pm-garden codebase","confidence":0.9},{"source":"agent","relationship":"mapping","target":"pm-core codebase","confidence":0.9},{"source":"trading pipeline","relationship":"phase","target":"market sourcing","confidence":0.95},{"source":"trading pipeline","relationship":"phase","target":"filtering","confidence":0.95},{"source":"trading pipeline","relationship":"phase","target":"scoring","confidence":0.95},{"source":"trading pipeline","relationship":"phase","target":"selection","confidence":0.95},{"source":"trading pipeline","relationship":"phase","target":"execution","confidence":0.95},{"source":"scorer mechanics","relationship":"type","target":"momentum","confidence":0.9},{"source":"scorer mechanics","relationship":"type","target":"mean reversion","confidence":0.9},{"source":"scorer mechanics","relationship":"type","target":"volume","confidence":0.9},{"source":"scorer mechanics","relationship":"type","target":"ensemble","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"This fact is already explicitly covered in candidate [5], which states the agent was tasked with understanding 'Full pipeline flow (market sourcing, filtering, scoring, selection, execution)' — an exact match to the new fact's content.","fact":{"content":"The agent's task includes understanding the full trading pipeline flow encompassing market sourcing, filtering, scoring, selection, and execution","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact pipeline structure with identical terminology (market sourcing, filtering, scoring, selection, execution) in the context of early discovery mapping. The new fact is substantively redundant with existing memory.","fact":{"content":"The trading pipeline comprises five phases in sequence: market sourcing, filtering, scoring, selection, and execution","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] (ID: 6b6c8013) already comprehensively covers this fact as part of the broader task context, explicitly listing 'Individual scorer mechanics (momentum, mean reversion, volume, ensemble)' among the agent's assigned understanding tasks.","fact":{"content":"The agent's task includes understanding individual scorer mechanics including momentum, mean reversion, volume, and ensemble scorers","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively covers this fact as part of the broader task description: 'The agent was tasked with understanding: ... Backtest and paper trading engines ...'. The new fact is a subset of existing memory and adds no new information.","fact":{"content":"The agent's task includes understanding backtest and paper trading engines","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already captured in candidate [6b6c8013-0c39-459a-9af7-4f3edd03c26d], which explicitly lists 'Risk management and position sizing' as one of the core components the agent was tasked with understanding during the OpenMarketUI pipeline discovery phase.","fact":{"content":"The agent's task includes understanding risk management and position sizing mechanisms","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"New fact is already captured in candidate [5] (ID: 6b6c8013-0c39-459a-9af7-4f3edd03c26d), which explicitly lists 'Tunable configuration parameters' as one of the items the agent was tasked with understanding during the early discovery phase of the trading system","fact":{"content":"The agent's task includes understanding tunable configuration parameters for the trading system","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate [4] already captures this information with greater detail, listing pm-kalshi, pm-garden, and pm-core alongside additional infrastructure crates (pm-store, pm-engine, pm-server) and UI packages. The new fact is less specific and already subsumed by existing memory.","fact":{"content":"The trading system codebase is organized across three packages: pm-kalshi, pm-garden, and pm-core","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate 5 (6b6c8013-0c39-459a-9af7-4f3edd03c26d), which explicitly states 'The session was in early discovery phase, with the agent beginning to map the codebase structure.' The new fact is a generic restatement of information already captured in existing memory.","fact":{"content":"The discovery session was in early phase when the agent began mapping codebase structure","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: 9b53ff83-9371-4670-a832-351127133adb
memory_id: 561c8340-2adf-4926-8151-83859b64d1a7
job_type: extract
status: completed
leased_at: 2026-02-27T23:09:24.571Z
completed_at: 2026-02-27T23:10:29.167Z
created_at: 2026-02-27T23:06:12.220Z
updated_at: 2026-02-27T23:10:29.167Z
result:
  {"facts":[{"content":"A Figma Design System Rules Documentation session was initiated in the OpenMarketUI codebase","type":"procedural","confidence":0.95},{"content":"The Figma Design System Rules Documentation session uses Figma MCP plugin authentication","type":"procedural","confidence":0.95},{"content":"The user requested comprehensive design system rules documentation to guide Figma design integration across the OpenMarketUI codebase","type":"decision","confidence":0.9},{"content":"Figma Design System Rules documentation is intended to standardize and guide Figma design component integration across the OpenMarketUI codebase","type":"semantic","confidence":0.85}],"entities":[{"source":"Figma Design System Rules Documentation","relationship":"initiated_in","target":"OpenMarketUI codebase","confidence":0.95},{"source":"Figma MCP plugin","relationship":"provides_authentication_for","target":"Figma Design System Rules Documentation session","confidence":0.95},{"source":"User","relationship":"requested","target":"comprehensive design system rules documentation","confidence":0.9},{"source":"Design system rules documentation","relationship":"guides","target":"Figma design integration across OpenMarketUI","confidence":0.85}],"proposals":[{"action":"add","confidence":0.9,"reason":"New fact describes a specific procedural task (Figma Design System Rules Documentation session) that is distinct from the existing candidates, which are only generic session initialization events with no substantive work. This is actionable information about a design system documentation initiative in OpenMarketUI that should be tracked separately.","fact":{"content":"A Figma Design System Rules Documentation session was initiated in the OpenMarketUI codebase","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate 5 already covers this fact: it explicitly documents 'Figma Design System Rules Documentation Session initiated in the OpenMarketUI codebase with Figma MCP plugin authentication,' which is identical to the new fact about Figma Design System Rules Documentation using Figma MCP plugin authentication.","fact":{"content":"The Figma Design System Rules Documentation session uses Figma MCP plugin authentication","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already contains the exact same fact: 'User requested comprehensive design system rules documentation to guide Figma design integration across the codebase.' This new fact is a direct duplicate of existing memory.","fact":{"content":"The user requested comprehensive design system rules documentation to guide Figma design integration across the OpenMarketUI codebase","type":"decision","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Existing candidate [4] already captures this intent: 'User requested comprehensive design system rules documentation to guide Figma design integration across the codebase.' The new fact is a restatement of the purpose already documented, with candidate [5] providing additional context on focus areas.","fact":{"content":"Figma Design System Rules documentation is intended to standardize and guide Figma design component integration across the OpenMarketUI codebase","type":"semantic","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: 13721236-8c95-49c9-9581-6b9afd2def35
memory_id: 4fe021bc-27b5-4262-97ea-ebcf70200159
job_type: extract
status: completed
leased_at: 2026-02-27T23:10:31.187Z
completed_at: 2026-02-27T23:12:38.500Z
created_at: 2026-02-27T23:06:12.233Z
updated_at: 2026-02-27T23:12:38.500Z
result:
  {"facts":[{"content":"Design system documentation covers token definitions for colors, typography, and spacing","type":"semantic","confidence":0.9},{"content":"Token transformation systems are included as a design system documentation focus area","type":"semantic","confidence":0.85},{"content":"Component library architecture and documentation are key design system focus areas","type":"semantic","confidence":0.9},{"content":"UI frameworks and styling libraries using the React stack are documented in the design system","type":"semantic","confidence":0.85},{"content":"Asset management and optimization are design system documentation focus areas","type":"semantic","confidence":0.85},{"content":"Icon system storage conventions and naming practices are design system documentation focus areas","type":"semantic","confidence":0.85},{"content":"CSS methodology and responsive design patterns are covered in design system documentation","type":"semantic","confidence":0.9},{"content":"Project structure and feature organization are design system documentation focus areas","type":"semantic","confidence":0.85},{"content":"Design system documentation will be created as structured markdown rules in CLAUDE.md style","type":"decision","confidence":0.85},{"content":"Design system documentation is created to enable effective Figma-to-code workflows by providing standardized patterns and conventions","type":"procedural","confidence":0.9}],"entities":[{"source":"design system documentation","relationship":"covers","target":"token definitions (colors, typography, spacing)","confidence":0.9},{"source":"design system documentation","relationship":"covers","target":"component library architecture","confidence":0.9},{"source":"design system documentation","relationship":"covers","target":"icon system conventions","confidence":0.85},{"source":"design system documentation","relationship":"covers","target":"CSS methodology and responsive design patterns","confidence":0.9},{"source":"design system documentation","relationship":"enables","target":"Figma-to-code workflows","confidence":0.85},{"source":"markdown rules (CLAUDE.md-style)","relationship":"documents","target":"design system patterns","confidence":0.85}],"proposals":[{"action":"none","confidence":0.85,"reason":"Candidate [3] already explicitly lists 'Token definitions (colors, typography, spacing)' as a focus area within the design system documentation. The new fact is a specific instance of what is already captured in that broader memory.","fact":{"content":"Design system documentation covers token definitions for colors, typography, and spacing","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact about token transformation systems is already comprehensively covered in candidate [3], which explicitly lists 'Token definitions (colors, typography, spacing) and transformation systems' as a primary focus area for the design system documentation project.","fact":{"content":"Token transformation systems are included as a design system documentation focus area","type":"semantic","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively covers this fact - it explicitly lists 'Component library architecture and documentation' as a defined focus area within the design system structure. The new fact is redundant with existing memory content.","fact":{"content":"Component library architecture and documentation are key design system focus areas","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.85,"reason":"Candidate 5 already explicitly lists 'UI frameworks and styling libraries (React stack)' as a documented focus area in the design system rules initiative. The new fact does not add substantively new information beyond what's already captured.","fact":{"content":"UI frameworks and styling libraries using the React stack are documented in the design system","type":"semantic","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly lists 'Asset management and optimization' as a defined focus area within the design system documentation focus areas. The new fact is already covered by this existing memory.","fact":{"content":"Asset management and optimization are design system documentation focus areas","type":"semantic","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"New fact is already explicitly covered in candidate [1], which lists 'Icon system storage and conventions' as a documented focus area. No new information to capture.","fact":{"content":"Icon system storage conventions and naming practices are design system documentation focus areas","type":"semantic","confidence":0.85}},{"action":"update","targetMemoryId":"4fe021bc-27b5-4262-97ea-ebcf70200159","confidence":0.85,"reason":"New fact confirms that CSS methodology and responsive design patterns (listed as a focus area in candidate #5) are now covered/documented in the design system documentation. This is a natural progression of the Figma Design System Rules documentation work already tracked in the existing memory.","fact":{"content":"CSS methodology and responsive design patterns are covered in design system documentation","type":"semantic","confidence":0.9},"targetContent":"Focus areas defined: - Token definitions (colors, typography, spacing) and transformation systems - Component library architecture and documentation - UI frameworks and styling libraries (React stack) - Asset management and optimization - Icon system storage and conventions - CSS methodology and responsive design patterns - Project structure and feature organization Objective: Create structured markdown rules (CLAUDE.md-style) documenting current design system patterns to enable effective Figma-to-code workflows."},{"action":"none","confidence":0.9,"reason":"Candidate [5] already explicitly lists 'Project structure and feature organization' as a focus area for design system documentation. The new fact is subsumed by the existing comprehensive memory about design system documentation focus areas.","fact":{"content":"Project structure and feature organization are design system documentation focus areas","type":"semantic","confidence":0.85}},{"action":"none","confidence":0.9,"reason":"Candidate [5] already explicitly documents this decision as part of the design system objective: 'Create structured markdown rules (CLAUDE.md-style) documenting current design system patterns'. The new fact is already covered by existing memory.","fact":{"content":"Design system documentation will be created as structured markdown rules in CLAUDE.md style","type":"decision","confidence":0.85}},{"action":"update","targetMemoryId":"4fe021bc-27b5-4262-97ea-ebcf70200159","confidence":0.85,"reason":"New fact provides the core rationale/purpose for the design system work outlined in candidate [5]. They should be merged: the candidate describes focus areas and the objective, while the new fact explains the underlying purpose (enabling Figma-to-code workflows). Together they form a complete understanding of why and what the design system documentation effort aims to achieve.","fact":{"content":"Design system documentation is created to enable effective Figma-to-code workflows by providing standardized patterns and conventions","type":"procedural","confidence":0.9},"targetContent":"Focus areas defined: - Token definitions (colors, typography, spacing) and transformation systems - Component library architecture and documentation - UI frameworks and styling libraries (React stack) - Asset management and optimization - Icon system storage and conventions - CSS methodology and responsive design patterns - Project structure and feature organization Objective: Create structured markdown rules (CLAUDE.md-style) documenting current design system patterns to enable effective Figma-to-code workflows."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: f22b3501-163e-4736-bca6-e79271fb8cfe
memory_id: 98b3fac5-6218-43c0-b64f-d5781d4711bc
job_type: extract
status: completed
leased_at: 2026-02-28T00:27:39.117Z
completed_at: 2026-02-28T00:28:31.741Z
created_at: 2026-02-28T00:27:37.163Z
updated_at: 2026-02-28T00:28:31.741Z
result:
  {"facts":[{"content":"Nicholai invoked the Figma MCP create_design_system_rules skill to analyze the OpenMarketUI codebase","type":"decision","confidence":0.95},{"content":"The create_design_system_rules skill is a Figma MCP tool designed to analyze codebases and generate design system rules for Figma integration","type":"fact","confidence":0.95},{"content":"The OpenMarketUI codebase was analyzed to generate design system rules for Figma integration","type":"decision","confidence":0.95}],"entities":[{"source":"Nicholai","relationship":"invoked","target":"create_design_system_rules skill","confidence":0.95},{"source":"create_design_system_rules skill","relationship":"analyzes","target":"OpenMarketUI codebase","confidence":0.95},{"source":"create_design_system_rules skill","relationship":"generates_rules_for","target":"Figma integration","confidence":0.95},{"source":"create_design_system_rules","relationship":"is_tool_type","target":"Figma MCP","confidence":0.95}],"proposals":[{"action":"update","targetMemoryId":"561c8340-2adf-4926-8151-83859b64d1a7","confidence":0.95,"reason":"New fact provides specific confirmation that the create_design_system_rules skill was invoked during the Figma design system documentation session already captured in candidate [5]. Merge to add explicit skill name and confirm the analysis action.","fact":{"content":"Nicholai invoked the Figma MCP create_design_system_rules skill to analyze the OpenMarketUI codebase","type":"decision","confidence":0.95},"targetContent":"## Figma Design System Rules Documentation Session initiated in the OpenMarketUI codebase with Figma MCP plugin authentication. User requested comprehensive design system rules documentation to guide Figma design integration across the codebase."},{"action":"update","targetMemoryId":"98b3fac5-6218-43c0-b64f-d5781d4711bc","confidence":0.88,"reason":"New fact provides a general definition of the create_design_system_rules skill (what it IS), while candidate 5 is a specific usage event (what Nicholai did with it). Merging adds definitional clarity: the skill is a Figma MCP tool for analyzing codebases and generating design system rules, as demonstrated by Nicholai's OpenMarketUI invocation.","fact":{"content":"The create_design_system_rules skill is a Figma MCP tool designed to analyze codebases and generate design system rules for Figma integration","type":"fact","confidence":0.95},"targetContent":"## Figma Design System Analysis for OpenMarketUI Nicholai invoked the Figma MCP create_design_system_rules skill to analyze the OpenMarketUI codebase and generate design system rules for Figma integration."},{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively covered by candidate [4], which explicitly states that the Figma MCP create_design_system_rules skill was invoked to analyze the OpenMarketUI codebase and generate design system rules for Figma integration.","fact":{"content":"The OpenMarketUI codebase was analyzed to generate design system rules for Figma integration","type":"decision","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":0,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: e0d3fabe-9981-4f01-a899-fdeda161c054
memory_id: 566ba6f3-824c-452e-8597-d0617324dfe5
job_type: extract
status: completed
leased_at: 2026-02-28T00:28:33.742Z
completed_at: 2026-02-28T00:29:04.996Z
created_at: 2026-02-28T00:27:37.175Z
updated_at: 2026-02-28T00:29:04.996Z
result:
  {"facts":[{"content":"The assistant was tasked with providing a comprehensive rules document covering design tokens, component library structure, styling approach, icon systems, theme management, asset handling, and project organization","type":"procedural","confidence":0.95}],"entities":[{"source":"assistant","relationship":"assigned_task","target":"comprehensive rules document creation","confidence":0.95},{"source":"rules document","relationship":"must_cover","target":"design tokens","confidence":0.95},{"source":"rules document","relationship":"must_cover","target":"component library structure","confidence":0.95},{"source":"rules document","relationship":"must_cover","target":"styling approach","confidence":0.95},{"source":"rules document","relationship":"must_cover","target":"icon systems","confidence":0.95},{"source":"rules document","relationship":"must_cover","target":"theme management","confidence":0.95},{"source":"rules document","relationship":"must_cover","target":"asset handling","confidence":0.95},{"source":"rules document","relationship":"must_cover","target":"project organization","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] contains identical content to the new fact. This memory already exists and requires no update.","fact":{"content":"The assistant was tasked with providing a comprehensive rules document covering design tokens, component library structure, styling approach, icon systems, theme management, asset handling, and project organization","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: 9a97e0f3-0fe0-4115-9831-b0d80e638e36
memory_id: 5224b3c9-52df-4459-8517-65b7d8420cbd
job_type: extract
status: completed
leased_at: 2026-02-28T00:29:06.998Z
completed_at: 2026-02-28T00:29:49.897Z
created_at: 2026-02-28T00:27:37.187Z
updated_at: 2026-02-28T00:29:49.897Z
result:
  {"facts":[{"content":"An assistant launched two parallel Explore agents to investigate the openmarketui project structure and components","type":"procedural","confidence":0.9},{"content":"The watchtower directory is located at /home/nicholai/openmarketui/watchtower/","type":"semantic","confidence":0.95},{"content":"The watchtower directory contains design tokens, components, styling, icons, themes, and assets for the OpenMarketUI project","type":"semantic","confidence":0.85}],"entities":[{"source":"assistant","relationship":"launched","target":"two parallel Explore agents","confidence":0.9},{"source":"Explore agents","relationship":"investigated","target":"watchtower directory","confidence":0.9},{"source":"watchtower directory","relationship":"contains","target":"design tokens, components, styling, icons, themes, and assets","confidence":0.85}],"proposals":[{"action":"none","confidence":0.85,"reason":"Candidate [5] already documents the exact same event: launching two parallel Explore agents to investigate the openmarketui project. The new fact is a summary statement of what [5] already captures in detail (even if incomplete). No new information to add.","fact":{"content":"An assistant launched two parallel Explore agents to investigate the openmarketui project structure and components","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly contains this location: 'the watchtower directory (`/home/nicholai/openmarketui/watchtower/`)'. The new fact is already captured in existing memory.","fact":{"content":"The watchtower directory is located at /home/nicholai/openmarketui/watchtower/","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate ID 5224b3c9-52df-4459-8517-65b7d8420cbd already documents the exploration of watchtower directory investigating these exact same components: design tokens, components, styling, icons, themes, and assets. The new fact is redundant with existing memory.","fact":{"content":"The watchtower directory contains design tokens, components, styling, icons, themes, and assets for the OpenMarketUI project","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: 24954ffc-50c8-4b54-8341-45ff93a5146d
memory_id: 8ceee9f6-d30c-41fa-8613-a752abc9887c
job_type: extract
status: completed
leased_at: 2026-02-28T00:29:51.899Z
completed_at: 2026-02-28T00:31:08.876Z
created_at: 2026-02-28T00:27:37.199Z
updated_at: 2026-02-28T00:31:08.876Z
result:
  {"facts":[{"content":"The OpenMarketUI web directory is located at /home/nicholai/openmarketui/web/","type":"fact","confidence":0.95},{"content":"The OpenMarketUI web directory uses Astro as its framework","type":"fact","confidence":0.95},{"content":"The OpenMarketUI web directory contains design tokens, components, Tailwind configuration, icons, themes, and assets","type":"fact","confidence":0.9},{"content":"Investigation of the OpenMarketUI web directory involved reading package.json, configuration files, theme files, color definitions, and representative components with their file paths and code snippets","type":"procedural","confidence":0.9},{"content":"Agents were assigned to perform deep exploration of the OpenMarketUI web directory including its build configuration, design system, and component structure","type":"procedural","confidence":0.85}],"entities":[{"source":"OpenMarketUI web directory","relationship":"located at","target":"/home/nicholai/openmarketui/web/","confidence":0.95},{"source":"OpenMarketUI web directory","relationship":"uses framework","target":"Astro","confidence":0.95},{"source":"OpenMarketUI web directory","relationship":"contains","target":"Tailwind configuration","confidence":0.9},{"source":"OpenMarketUI web directory","relationship":"contains","target":"design tokens","confidence":0.9},{"source":"OpenMarketUI web directory","relationship":"contains","target":"components","confidence":0.9},{"source":"OpenMarketUI web directory","relationship":"contains","target":"themes","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] (ID: 8ceee9f6-d30c-41fa-8613-a752abc9887c) already explicitly documents the web directory location as `/home/nicholai/openmarketui/web/`. The new fact is fully covered by this existing memory.","fact":{"content":"The OpenMarketUI web directory is located at /home/nicholai/openmarketui/web/","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Fact is already covered by candidates 2 and 4, which both explicitly state the web directory uses Astro and is deployed to Cloudflare Pages","fact":{"content":"The OpenMarketUI web directory uses Astro as its framework","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the OpenMarketUI web directory contents with identical detail: design tokens, components, Tailwind configuration, icons, themes, and assets. No new information to add.","fact":{"content":"The OpenMarketUI web directory contains design tokens, components, Tailwind configuration, icons, themes, and assets","type":"fact","confidence":0.9}},{"action":"none","confidence":0.85,"reason":"Existing memory [5] already comprehensively describes the same investigation scope: reading package.json, configuration files, theme files, color definitions, and representative components with file paths and code snippets. New fact is substantively redundant, merely confirming completion status rather than adding new procedural insights.","fact":{"content":"Investigation of the OpenMarketUI web directory involved reading package.json, configuration files, theme files, color definitions, and representative components with their file paths and code snippets","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"Candidate 8ceee9f6-d30c-41fa-8613-a752abc9887c already captures this exact scenario: 'The agents were tasked with deep exploration' of the web directory including configuration files, design tokens/themes, and components. New fact is a higher-level summary of information already stored.","fact":{"content":"Agents were assigned to perform deep exploration of the OpenMarketUI web directory including its build configuration, design system, and component structure","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: 4f8969fb-d732-462d-ab72-0fce60248df2
memory_id: 0b2773fa-e9b4-491e-a918-0d6d0e00d5a7
job_type: extract
status: completed
leased_at: 2026-02-28T00:31:10.889Z
completed_at: 2026-02-28T00:31:57.921Z
created_at: 2026-02-28T00:27:37.211Z
updated_at: 2026-02-28T00:31:57.921Z
result:
  {"facts":[{"content":"Exploration agents were launched in the current session","type":"fact","confidence":1},{"content":"Results from the launched exploration agents have not yet been received","type":"fact","confidence":1},{"content":"The work is currently in progress and not yet complete","type":"fact","confidence":1}],"entities":[{"source":"session","relationship":"launched","target":"exploration agents","confidence":1},{"source":"exploration agents","relationship":"status is pending","target":"results","confidence":1},{"source":"work","relationship":"status is","target":"in progress","confidence":1}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate #5 already captures this fact: 'Exploration agents launched but results not yet received.' The new fact is already covered by the existing memory.","fact":{"content":"Exploration agents were launched in the current session","type":"fact","confidence":1}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this fact nearly verbatim: 'Exploration agents launched but results not yet received.' The new fact adds no new information and is redundant with existing memory.","fact":{"content":"Results from the launched exploration agents have not yet been received","type":"fact","confidence":1}},{"action":"none","confidence":0.95,"reason":"New fact is already well-covered by candidate #3 ('The exploration work was initiated but remains in progress') which is more specific and contains the same core information. Candidate #1 is more detailed about the phase (requirements gathering), and candidate #5 mentions specific in-progress work (codebase analysis). The new fact adds no new information beyond what's already stored.","fact":{"content":"The work is currently in progress and not yet complete","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: 0e6ca49d-3e2e-4a31-825d-84d28cf4a635
memory_id: dc07723d-1acc-42b2-b1dd-cd41f10047a1
job_type: extract
status: completed
leased_at: 2026-02-28T00:31:59.923Z
completed_at: 2026-02-28T00:32:49.659Z
created_at: 2026-02-28T00:28:11.530Z
updated_at: 2026-02-28T00:32:49.659Z
result:
  {"facts":[{"content":"A Claude Code session was initialized in the openmarketui/watchtower directory on the main branch","type":"fact","confidence":0.95},{"content":"No substantive work was performed during this session — only the session initialization hook was triggered","type":"procedural","confidence":0.95},{"content":"The session initialization hook is automatically triggered when a Claude Code session starts","type":"procedural","confidence":0.85}],"entities":[{"source":"session","relationship":"initialized in","target":"openmarketui/watchtower directory","confidence":0.95},{"source":"session","relationship":"on branch","target":"main","confidence":0.95},{"source":"session initialization","relationship":"triggers","target":"session initialization hook","confidence":0.9}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate 5 (dc07723d) already covers this exact fact: session initialized in openmarketui/watchtower directory on main branch with no substantive work. New fact is redundant.","fact":{"content":"A Claude Code session was initialized in the openmarketui/watchtower directory on the main branch","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by existing candidates (especially 2, 4, and 5), which capture the core message: session initialized via hook with no substantive work performed. Adding another memory would be redundant duplication.","fact":{"content":"No substantive work was performed during this session — only the session initialization hook was triggered","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate [1] already captures the core procedural knowledge: Signet uses a hook system that automatically initializes sessions and loads project context. The new fact is a rephrasing of the same concept with minimal additional specificity.","fact":{"content":"The session initialization hook is automatically triggered when a Claude Code session starts","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: f1487b5e-6425-4931-b447-64ab5042efb7
memory_id: 1ec1f637-fb20-478a-9f48-f0a8296de979
job_type: extract
status: completed
leased_at: 2026-02-28T02:02:53.096Z
completed_at: 2026-02-28T02:04:01.954Z
created_at: 2026-02-28T02:02:51.992Z
updated_at: 2026-02-28T02:04:01.954Z
result:
  {"facts":[{"content":"A frontend redesign session was initialized for the OpenMarketUI website (Astro-based site deployed to Cloudflare Pages)","type":"fact","confidence":0.95},{"content":"The user invoked the /frontend-design skill to guide visual design and layout decisions for the OpenMarketUI website","type":"procedural","confidence":0.9},{"content":"Image references were provided as design inspiration to guide aesthetic and layout decisions during the OpenMarketUI frontend redesign","type":"fact","confidence":0.9},{"content":"No code changes were made during the initial /frontend-design skill invocation session for OpenMarketUI—the session consisted of setup and planning","type":"fact","confidence":0.95},{"content":"The frontend design session for OpenMarketUI was preparatory work to establish visual direction before implementing design changes in code","type":"procedural","confidence":0.9}],"entities":[{"source":"User","relationship":"invoked","target":"/frontend-design skill","confidence":0.95},{"source":"/frontend-design skill","relationship":"applied to","target":"OpenMarketUI website","confidence":0.9},{"source":"Image references","relationship":"provided as inspiration for","target":"OpenMarketUI frontend redesign","confidence":0.9},{"source":"OpenMarketUI website","relationship":"undergoing","target":"frontend visual design improvement","confidence":0.9}],"proposals":[{"action":"none","confidence":0.9,"reason":"Fact is already comprehensively covered by candidate 5 (ID: 1ec1f637-fb20-478a-9f48-f0a8296de979), which specifically describes a frontend redesign session initialization for the OpenMarketUI website with `/frontend-design` skill invocation, image references, and session setup details. The new fact adds no material new information.","fact":{"content":"A frontend redesign session was initialized for the OpenMarketUI website (Astro-based site deployed to Cloudflare Pages)","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already comprehensively covered by candidate [5], which documents the same event: user invocation of /frontend-design skill for OpenMarketUI website with visual design and layout guidance. No new information to add.","fact":{"content":"The user invoked the /frontend-design skill to guide visual design and layout decisions for the OpenMarketUI website","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains the exact fact being added. That memory specifically states: 'Image references were provided as design inspiration to guide the aesthetic and layout decisions' in the context of the OpenMarketUI frontend redesign session. No new information to capture.","fact":{"content":"Image references were provided as design inspiration to guide aesthetic and layout decisions during the OpenMarketUI frontend redesign","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already comprehensively covers this fact: it explicitly states 'No code changes were made in this session—it consists of skill invocation and setup for upcoming design implementation work.' The new fact adds no materially new information beyond what's already stored in this memory.","fact":{"content":"No code changes were made during the initial /frontend-design skill invocation session for OpenMarketUI—the session consisted of setup and planning","type":"fact","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"Candidates 3 and 4 already capture this essence: both explicitly state no implementation work was done, only visual/aesthetic direction exploration and setup for future implementation. The new fact merely restates this in different words without adding novel information.","fact":{"content":"The frontend design session for OpenMarketUI was preparatory work to establish visual direction before implementing design changes in code","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: 855daee9-daf7-4000-9d30-cc06aa774702
memory_id: 9790cf64-ea2c-473c-b514-7430232d57d1
job_type: extract
status: completed
leased_at: 2026-02-28T02:05:19.991Z
completed_at: 2026-02-28T02:06:07.552Z
created_at: 2026-02-28T02:05:18.356Z
updated_at: 2026-02-28T02:06:07.552Z
result:
  {"facts":[{"content":"A plan was implemented to surface `created_at` timestamps at all memory injection points within the Signet daemon","type":"decision","confidence":0.95},{"content":"The Signet daemon previously stripped `created_at` timestamps during memory injection despite querying them from the database for decay scoring","type":"fact","confidence":0.9},{"content":"Timestamp stripping during memory injection in the Signet daemon undermined temporal reasoning in agent contexts because agents need temporal information to properly contextualize and weight retrieved memories","type":"rationale","confidence":0.85}],"entities":[{"source":"Signet daemon","relationship":"surfaces timestamps in","target":"memory injection points","confidence":0.95},{"source":"Signet daemon","relationship":"queries for decay scoring","target":"created_at timestamps","confidence":0.9},{"source":"timestamp stripping","relationship":"undermined","target":"temporal reasoning in agent context","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] 'Memory Injection Timestamp Enhancement' already captures this exact implementation - that the plan to surface `created_at` timestamps at all memory injection points was implemented. The new fact is already covered by existing memory.","fact":{"content":"A plan was implemented to surface `created_at` timestamps at all memory injection points within the Signet daemon","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] (ID: 9790cf64-ea2c-473c-b514-7238232d57d1) already comprehensively covers this fact. It explicitly states the same issue: timestamps were stripped during injection despite being queried from the database for decay scoring. The new fact is a restatement of existing memory with no additional context or detail to warrant an update.","fact":{"content":"The Signet daemon previously stripped `created_at` timestamps during memory injection despite querying them from the database for decay scoring","type":"fact","confidence":0.9}},{"action":"update","targetMemoryId":"9790cf64-ea2c-473c-b514-7430232d57d1","confidence":0.92,"reason":"New fact provides the explicit rationale for why timestamp stripping was problematic. Existing candidate describes the problem and solution but lacks the reasoning. Merging enriches the memory with the causal explanation that agents require temporal context for proper memory weighing.","fact":{"content":"Timestamp stripping during memory injection in the Signet daemon undermined temporal reasoning in agent contexts because agents need temporal information to properly contextualize and weight retrieved memories","type":"rationale","confidence":0.85},"targetContent":"## Memory Injection Timestamp Enhancement Implemented plan to surface `created_at` timestamps in all memory injection points within the Signet daemon. Previously, timestamps were stripped during injection despite being queried from the database for decay scoring, undermining temporal reasoning in agent context."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: c5d8275f-d444-488e-95d7-93ac9e021199
memory_id: b6dbb52a-9df4-4d13-8dae-3b8894f3d575
job_type: extract
status: completed
leased_at: 2026-02-28T02:06:09.553Z
completed_at: 2026-02-28T02:06:38.833Z
created_at: 2026-02-28T02:05:18.370Z
updated_at: 2026-02-28T02:06:38.833Z
result:
  {"facts":[{"content":"A helper function formatMemoryDate(isoDate: string) was added to packages/daemon/src/hooks.ts","type":"procedural","confidence":0.95},{"content":"The formatMemoryDate function converts ISO timestamp strings to compact localized date format, such as 'Feb 15, 2026'","type":"procedural","confidence":0.95}],"entities":[{"source":"packages/daemon/src/hooks.ts","relationship":"contains","target":"formatMemoryDate function","confidence":0.95},{"source":"formatMemoryDate function","relationship":"converts","target":"ISO timestamps to localized format","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the formatMemoryDate(isoDate: string) helper function added to packages/daemon/src/hooks.ts with the same details (ISO timestamp conversion to compact format)","fact":{"content":"A helper function formatMemoryDate(isoDate: string) was added to packages/daemon/src/hooks.ts","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already comprehensively covers this procedural detail about formatMemoryDate's purpose and behavior. The new fact is a subset of existing memory without adding novel information.","fact":{"content":"The formatMemoryDate function converts ISO timestamp strings to compact localized date format, such as 'Feb 15, 2026'","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: a032ac04-38a6-4130-8562-0b0691c2c131
memory_id: 37f8d521-1d36-4b40-8807-e028e0fd89e4
job_type: extract
status: completed
leased_at: 2026-02-28T02:06:40.835Z
completed_at: 2026-02-28T02:07:13.084Z
created_at: 2026-02-28T02:05:18.385Z
updated_at: 2026-02-28T02:07:13.084Z
result:
  {"facts":[{"content":"The session start injection code (approximately lines 852-854) updates the memory format from `- ${content}[tags]` to a format that includes a date suffix","type":"procedural","confidence":0.85},{"content":"The user prompt submit injection code (approximately line 1044) modifies the selected memories map to include formatted dates","type":"procedural","confidence":0.85}],"entities":[{"source":"Session Start Injection","relationship":"updates","target":"memory format","confidence":0.85},{"source":"memory format","relationship":"now includes","target":"date suffix","confidence":0.85},{"source":"User Prompt Submit Injection","relationship":"modifies","target":"selected memories map","confidence":0.85},{"source":"selected memories map","relationship":"now includes","target":"formatted dates","confidence":0.85}],"proposals":[{"action":"none","targetMemoryId":"37f8d521-1d36-4b40-8807-e028e0fd89e4","confidence":0.95,"reason":"Candidate [4] already documents the exact same fact: session start injection code at lines 852-854 updating memory format from `- ${content}[tags]` to include date suffix. No new information to capture.","fact":{"content":"The session start injection code (approximately lines 852-854) updates the memory format from `- ${content}[tags]` to a format that includes a date suffix","type":"procedural","confidence":0.85},"targetContent":"**Session Start Injection** (~line 852-854): Updated memory format from `- ${content}[tags]` to include date suffix 3. **User Prompt Submit Injection** (~line 1044): Modified selected memories map to include formatted dates 4."},{"action":"none","confidence":0.95,"reason":"Candidate 3 (ID: 37f8d521-1d36-4b40-8807-e028e0fd89e4) already covers this exact fact: 'User Prompt Submit Injection (~line 1044): Modified selected memories map to include formatted dates'. The new fact is redundant with existing memory.","fact":{"content":"The user prompt submit injection code (approximately line 1044) modifies the selected memories map to include formatted dates","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: 63a2b9c0-093d-4499-a0dd-5390293171e6
memory_id: 606f147c-b808-4c50-bfc1-c8d11281ddd6
job_type: extract
status: completed
leased_at: 2026-02-28T02:07:15.086Z
completed_at: 2026-02-28T02:07:34.459Z
created_at: 2026-02-28T02:05:18.397Z
updated_at: 2026-02-28T02:07:34.459Z
result:
  {"facts":[{"content":"The Synthesis Prompt (at approximately line 1379) had its memory formatting updated in the LLM synthesis context","type":"procedural","confidence":0.85}],"entities":[{"source":"Synthesis Prompt","relationship":"updated","target":"memory formatting in LLM synthesis context","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this exact fact: 'Synthesis Prompt (~line 1379): Updated memory formatting in LLM synthesis context'. New fact is a direct duplicate.","fact":{"content":"The Synthesis Prompt (at approximately line 1379) had its memory formatting updated in the LLM synthesis context","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: 3df86463-f1c3-448e-9f41-05c06292eab1
memory_id: 23196886-f288-4391-ab92-f67b983a85e9
job_type: extract
status: completed
leased_at: 2026-02-28T02:07:36.460Z
completed_at: 2026-02-28T02:08:30.356Z
created_at: 2026-02-28T02:05:18.411Z
updated_at: 2026-02-28T02:08:30.356Z
result:
  {"facts":[{"content":"The verification plan includes running `bun run build` and `bun run typecheck` commands for compilation checks","type":"procedural","confidence":0.95},{"content":"The verification plan requires testing a fresh Claude Code session to verify that injected context displays dated memories","type":"procedural","confidence":0.95},{"content":"The verification plan requires verifying that `[signet:recall]` injection includes timestamps in the output","type":"procedural","confidence":0.95},{"content":"The verification plan includes confirming that synthesis prompts include dated memories when triggered","type":"procedural","confidence":0.95}],"entities":[{"source":"bun run build","relationship":"used for","target":"compilation checks","confidence":0.95},{"source":"bun run typecheck","relationship":"used for","target":"compilation checks","confidence":0.95},{"source":"Claude Code session","relationship":"should display","target":"dated memories in injected context","confidence":0.95},{"source":"[signet:recall] injection","relationship":"should include","target":"timestamps","confidence":0.95},{"source":"synthesis prompts","relationship":"should include","target":"dated memories","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate 5 (ID: 23196886) already captures this exact fact: 'Run `bun run build` and `bun run typecheck` for compilation checks' as part of the verification plan. The new fact is already represented in memory.","fact":{"content":"The verification plan includes running `bun run build` and `bun run typecheck` commands for compilation checks","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by existing memory [3] (23196886-f288-4391-ab92-f67b983a85e9), which explicitly lists 'Test fresh Claude Code session to verify injected context shows dated memories' as part of the verification plan","fact":{"content":"The verification plan requires testing a fresh Claude Code session to verify that injected context displays dated memories","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate [4] already contains this exact verification step ('Verify `[signet:recall]` injection includes timestamps') as part of the comprehensive verification plan. No new information to store.","fact":{"content":"The verification plan requires verifying that `[signet:recall]` injection includes timestamps in the output","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate 4 (ID: 23196886-f288-4391-ab92-f67b983a85e9) already contains this exact verification item as the final bullet point: 'Confirm synthesis prompts include dated memories if triggered'. The new fact is already captured in the existing Verification Plan memory.","fact":{"content":"The verification plan includes confirming that synthesis prompts include dated memories when triggered","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: 1f5c9595-5305-4412-bb95-b03559eac07e
memory_id: 126510f1-c6bd-4a42-aa3c-91f3a2ddb532
job_type: extract
status: completed
leased_at: 2026-02-28T02:08:32.369Z
completed_at: 2026-02-28T02:09:25.513Z
created_at: 2026-02-28T02:05:18.425Z
updated_at: 2026-02-28T02:09:25.513Z
result:
  {"facts":[{"content":"A development session started after plan approval was obtained","type":"procedural","confidence":0.9},{"content":"The hooks.ts file was being read to identify the exact locations where code injections occur or could be introduced","type":"procedural","confidence":0.95},{"content":"hooks.ts contains code with specific injection points or injection-vulnerable locations that require identification and remediation","type":"semantic","confidence":0.85}],"entities":[{"source":"session","relationship":"started after","target":"plan approval","confidence":0.9},{"source":"developer/task","relationship":"reading","target":"hooks.ts","confidence":0.95},{"source":"hooks.ts","relationship":"contains","target":"injection locations","confidence":0.85},{"source":"reading hooks.ts","relationship":"purpose is to identify","target":"exact injection locations","confidence":0.95}],"proposals":[{"action":"update","targetMemoryId":"1d38b850-442d-4200-8f37-53f9358f5b8b","confidence":0.85,"reason":"Candidate 5 correctly captures that work was just initiated. The new fact refines this by establishing the temporal relationship: implementation started AFTER plan approval was obtained. Update to reflect this progression from planning to development phase.","fact":{"content":"A development session started after plan approval was obtained","type":"procedural","confidence":0.9},"targetContent":"No implementation completed in this session — work was just initiated."},{"action":"none","confidence":0.92,"reason":"Candidate [5] already captures this fact: 'began reading hooks.ts to identify exact injection locations.' The new fact is a restatement of the same procedural action without additional details or context.","fact":{"content":"The hooks.ts file was being read to identify the exact locations where code injections occur or could be introduced","type":"procedural","confidence":0.95}},{"action":"update","targetMemoryId":"126510f1-c6bd-4a42-aa3c-91f3a2ddb532","confidence":0.8,"reason":"New fact documents the findings from the hooks.ts analysis work described in candidate [5]. The status note should be updated to reflect that specific injection vulnerabilities were identified and require remediation, superseding the 'began reading' status.","fact":{"content":"hooks.ts contains code with specific injection points or injection-vulnerable locations that require identification and remediation","type":"semantic","confidence":0.85},"targetContent":"### Status Session started with plan approval, began reading hooks.ts to identify exact injection locations."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":2,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: d2fc89f2-bc7c-4287-8597-a6bd7b80beb4
memory_id: 0eb85ffe-687a-460a-b5a5-f06d0dd9899c
job_type: extract
status: completed
leased_at: 2026-02-28T02:09:27.515Z
completed_at: 2026-02-28T02:10:10.999Z
created_at: 2026-02-28T02:05:47.888Z
updated_at: 2026-02-28T02:10:10.999Z
result:
  {"facts":[{"content":"Nicholai identified a UI refactoring task in the OpenMarketUI website project that requires consolidating two website sections into a single consolidated section","type":"fact","confidence":0.9},{"content":"A screenshot was provided to indicate which sections of the OpenMarketUI website should be consolidated during the refactoring task","type":"procedural","confidence":0.85},{"content":"The OpenMarketUI website section consolidation task is in its opening phase with specific sections and implementation approach not yet discussed","type":"fact","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"identified task in","target":"OpenMarketUI project","confidence":0.9},{"source":"OpenMarketUI website","relationship":"requires","target":"section consolidation refactoring","confidence":0.85},{"source":"OpenMarketUI website","relationship":"has sections to merge","target":"two website sections","confidence":0.9},{"source":"Task status","relationship":"is in","target":"opening phase","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents this exact fact: 'Nicholai started a session in the OpenMarketUI project and identified a UI refactoring task: two sections of the website need to be merged into a single consolidated section.' The new fact is redundant and already covered.","fact":{"content":"Nicholai identified a UI refactoring task in the OpenMarketUI website project that requires consolidating two website sections into a single consolidated section","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly captures this fact: 'The user provided a screenshot indicating which sections should be combined.' The new fact adds no new information and is entirely covered by the existing memory about the OpenMarketUI Website Section Consolidation.","fact":{"content":"A screenshot was provided to indicate which sections of the OpenMarketUI website should be consolidated during the refactoring task","type":"procedural","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact information: OpenMarketUI website section consolidation task in opening phase with sections and approach not yet discussed","fact":{"content":"The OpenMarketUI website section consolidation task is in its opening phase with specific sections and implementation approach not yet discussed","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: 8a798a89-efec-44cb-8fb5-2b9009574218
memory_id: 174abb68-072b-4e43-b46a-b84ec97c52b5
job_type: extract
status: completed
leased_at: 2026-02-28T02:10:13.000Z
completed_at: 2026-02-28T02:11:12.206Z
created_at: 2026-02-28T02:07:10.143Z
updated_at: 2026-02-28T02:11:12.206Z
result:
  {"facts":[{"content":"Parth Gupta is a VFX creative director","type":"semantic","confidence":0.95},{"content":"Parth Gupta has worked with Post Malone, Pixomondo, Coinbase, and other major clients","type":"fact","confidence":0.9},{"content":"A portfolio website is being implemented for Parth Gupta, a VFX creative director","type":"fact","confidence":0.95},{"content":"Parth Gupta's portfolio website uses a cinematic, video-first design approach","type":"decision","confidence":0.85},{"content":"The implementation plan for Parth Gupta's portfolio website is structured in 9 phases","type":"procedural","confidence":0.9}],"entities":[{"source":"Parth Gupta","relationship":"profession","target":"VFX creative director","confidence":0.95},{"source":"Parth Gupta","relationship":"worked_with","target":"Post Malone","confidence":0.9},{"source":"Parth Gupta","relationship":"worked_with","target":"Pixomondo","confidence":0.9},{"source":"Parth Gupta","relationship":"worked_with","target":"Coinbase","confidence":0.9},{"source":"Portfolio website","relationship":"subject","target":"Parth Gupta","confidence":0.95},{"source":"Portfolio website","relationship":"design_approach","target":"cinematic, video-first","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate [5] already establishes that Parth Gupta is a VFX creative director and includes his portfolio background. New fact is redundant and fully covered.","fact":{"content":"Parth Gupta is a VFX creative director","type":"semantic","confidence":0.95}},{"action":"none","targetMemoryId":"174abb68-072b-4e43-b46a-b84ec97c52b5","confidence":0.95,"reason":"New fact is already covered in candidate [5], which explicitly mentions Parth Gupta's work with Post Malone, Pixomondo, Coinbase, and other major clients","fact":{"content":"Parth Gupta has worked with Post Malone, Pixomondo, Coinbase, and other major clients","type":"fact","confidence":0.9},"targetContent":"## Parth Gupta NukeFX Portfolio Website — Implementation Plan Session began with a comprehensive 9-phase implementation plan for building a cinematic, video-first portfolio site for Parth Gupta, a VFX creative director known for work with Post Malone, Pixomondo, Coinbase, and other major clients."},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents the Parth Gupta portfolio website project with comprehensive implementation details (9-phase plan, cinematic video-first approach, client background). New fact is a lower-specificity restatement of existing memory.","fact":{"content":"A portfolio website is being implemented for Parth Gupta, a VFX creative director","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already comprehensively documents Parth Gupta's video-first design approach with specific implementation details (hover-play thumbnails, fullscreen showreel hero, before/after sliders). The new fact is a summary of what's already captured in the existing Key Architectural Decisions entry.","fact":{"content":"Parth Gupta's portfolio website uses a cinematic, video-first design approach","type":"decision","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly covers this fact: 'comprehensive 9-phase implementation plan for building a cinematic, video-first portfolio site for Parth Gupta.' The new fact is redundant with existing memory.","fact":{"content":"The implementation plan for Parth Gupta's portfolio website is structured in 9 phases","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: ce923281-693e-4714-8ffe-c463917a22fd
memory_id: e8475e8a-1ab7-4db8-b822-82d4b5c7d342
job_type: extract
status: completed
leased_at: 2026-02-28T02:11:14.206Z
completed_at: 2026-02-28T02:13:11.575Z
created_at: 2026-02-28T02:07:10.160Z
updated_at: 2026-02-28T02:13:11.575Z
result:
  {"facts":[{"content":"The nukefx.com site uses dark mode as its primary user experience design","type":"decision","confidence":0.95},{"content":"The project uses Astro 5 as its static site generator framework","type":"fact","confidence":0.95},{"content":"The project uses React 19 for interactive components","type":"fact","confidence":0.95},{"content":"The project uses Tailwind CSS 4 for styling and design utilities","type":"fact","confidence":0.95},{"content":"The project uses GSAP ScrollTrigger for scroll-based animations and visual effects","type":"fact","confidence":0.95},{"content":"The project is deployed to Cloudflare Pages as its hosting platform","type":"fact","confidence":0.95},{"content":"The project already has initial scaffolding and project structure in place","type":"fact","confidence":0.95},{"content":"The current session is focused on planning the complete build path for the project, not on implementation","type":"procedural","confidence":0.9}],"entities":[{"source":"nukefx.com site","relationship":"targets","target":"dark mode as primary experience","confidence":0.95},{"source":"project","relationship":"uses","target":"Astro 5","confidence":0.95},{"source":"project","relationship":"uses","target":"React 19","confidence":0.95},{"source":"project","relationship":"uses","target":"Tailwind CSS 4","confidence":0.95},{"source":"project","relationship":"uses","target":"GSAP ScrollTrigger","confidence":0.95},{"source":"project","relationship":"deployed to","target":"Cloudflare Pages","confidence":0.95},{"source":"project","relationship":"has","target":"initial scaffolding","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate #5 (e8475e8a-1ab7-4db8-b822-82d4b5c7d342) already explicitly states 'The site targets nukefx.com with dark mode as the primary experience.' The new fact is fully covered by existing memory.","fact":{"content":"The nukefx.com site uses dark mode as its primary user experience design","type":"decision","confidence":0.95}},{"action":"update","targetMemoryId":"7c616f09-b75f-422a-8b61-e7da27303b56","confidence":0.92,"reason":"New fact specifies Astro version (5) for existing memory about Astro configuration. Candidate 1 covers the same project phase and should be updated to include version specificity.","fact":{"content":"The project uses Astro 5 as its static site generator framework","type":"fact","confidence":0.95},"targetContent":"**Phase 1 - Project Scaffolding:** Created Astro configuration and updated project metadata. Configured `astro.config.mjs` for static output at site `https://www.signetai.sh`."},{"action":"none","confidence":0.85,"reason":"React 19 usage is already documented in candidate [2], which specifically mentions the Compass project uses Next.js 15/React 19. Additionally, the CLAUDE.md context notes ooIDE uses Next.js 16/React 19. The new fact lacks project specificity and is covered by existing memories.","fact":{"content":"The project uses React 19 for interactive components","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"Specific tech stack detail (Tailwind CSS 4) not covered in existing memories. While candidates 4-5 address OpenMarketUI frontend design sessions, neither explicitly documents the styling framework used. This deserves its own focused technical memory.","fact":{"content":"The project uses Tailwind CSS 4 for styling and design utilities","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New fact provides specific technical detail about GSAP ScrollTrigger for scroll-based animations. While candidate [2] mentions scroll effects and interactions, it specifically references intersection observer, not GSAP ScrollTrigger. This is a distinct technical implementation detail worth capturing separately.","fact":{"content":"The project uses GSAP ScrollTrigger for scroll-based animations and visual effects","type":"fact","confidence":0.95}},{"action":"update","targetMemoryId":"07bf251e-31b6-48a4-9667-1d74dfecd9ca","confidence":0.92,"reason":"New fact confirms and clarifies current deployment status of the Astro website. Candidate [2] mentions past configuration; new fact provides definitive current state. Merge to reflect that the website is actively deployed to Cloudflare Pages.","fact":{"content":"The project is deployed to Cloudflare Pages as its hosting platform","type":"fact","confidence":0.95},"targetContent":"The Astro website at /mnt/work/dev/personal-projects/nicholai-work-2026/ was previously configured to auto-deploy to Cloudflare Pages on every push to main"},{"action":"update","targetMemoryId":"bb532e60-f868-41ab-86bf-73b3d6ce631a","confidence":0.95,"reason":"New fact confirms Phase 1 scaffolding is complete and already in place. Update candidate [2] to reflect that scaffolding phase is finished rather than pending.","fact":{"content":"The project already has initial scaffolding and project structure in place","type":"fact","confidence":0.95},"targetContent":"Phase 1 of the project involves scaffolding the Astro project with configuration setup"},{"action":"update","targetMemoryId":"c46258da-c29a-4eec-b3d7-5487a59cf47a","confidence":0.85,"reason":"New fact is more specific version of candidate 2. Both are procedural and describe session focus as planning/clarification rather than implementation. Merging to capture that the session specifically focused on planning the complete build path for the project.","fact":{"content":"The current session is focused on planning the complete build path for the project, not on implementation","type":"procedural","confidence":0.9},"targetContent":"This session focused on plan review and clarification activities rather than code implementation"}],"writeMode":"phase-c","writeStats":{"added":2,"updated":4,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":2},"warnings":[]}


id: a66f3885-0315-43b1-9493-78b2e117f752
memory_id: 247697b7-7bcd-42a8-bed3-42ae069e3c3c
job_type: extract
status: completed
leased_at: 2026-02-28T02:13:13.595Z
completed_at: 2026-02-28T02:14:21.044Z
created_at: 2026-02-28T02:07:10.176Z
updated_at: 2026-02-28T02:14:21.044Z
result:
  {"facts":[{"content":"The design direction is cinematic and editorial with dark, moody colors and generous negative space to allow the work to speak for itself","type":"decision","confidence":0.95},{"content":"Libre Baskerville (editorial weight) is used for headings in the design system","type":"decision","confidence":0.95},{"content":"Poppins (clean modern weight) is used for body text in the design system","type":"decision","confidence":0.95},{"content":"IBM Plex Mono is used for technical details in the design system","type":"decision","confidence":0.95},{"content":"The design philosophy prioritizes generous negative space and work-centric presentation over visual embellishment, allowing content to be the primary focus without distraction","type":"rationale","confidence":0.9}],"entities":[{"source":"design system","relationship":"uses","target":"Libre Baskerville","confidence":0.95},{"source":"design system","relationship":"uses","target":"Poppins","confidence":0.95},{"source":"design system","relationship":"uses","target":"IBM Plex Mono","confidence":0.95},{"source":"design aesthetic","relationship":"characterized by","target":"dark moody colors","confidence":0.95},{"source":"design aesthetic","relationship":"characterized by","target":"generous negative space","confidence":0.95},{"source":"headings","relationship":"uses typeface","target":"Libre Baskerville","confidence":0.95},{"source":"body text","relationship":"uses typeface","target":"Poppins","confidence":0.95},{"source":"technical details","relationship":"uses typeface","target":"IBM Plex Mono","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already contains this exact design direction: 'Cinematic and editorial—dark, moody, generous negative space where the work speaks for itself.' The new fact is a subset of existing memory and adds no new information.","fact":{"content":"The design direction is cinematic and editorial with dark, moody colors and generous negative space to allow the work to speak for itself","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already contains this exact information: 'Typography uses Libre Baskerville for headings (editorial weight)'. The new fact is fully covered by existing memory and adds no new information.","fact":{"content":"Libre Baskerville (editorial weight) is used for headings in the design system","type":"decision","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [4] already documents the typography system including 'Poppins for body (clean modern)', which fully covers the new fact. No additional action needed.","fact":{"content":"Poppins (clean modern weight) is used for body text in the design system","type":"decision","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New specific typography decision for design system. Existing candidates cover design system analysis and specifications but none mention font choices. This deserves its own memory entry as a design decision.","fact":{"content":"IBM Plex Mono is used for technical details in the design system","type":"decision","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"Candidate 5 already captures this philosophy explicitly ('generous negative space where the work speaks for itself') and adds implementation details (typography, color system). The new fact restates the same principle in different words without adding substantially new information to the existing memory.","fact":{"content":"The design philosophy prioritizes generous negative space and work-centric presentation over visual embellishment, allowing content to be the primary focus without distraction","type":"rationale","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: b429b064-2cd0-4788-8ea8-4f718dab1a45
memory_id: 83e9283f-e3fb-407f-8446-e2cf3d2dd317
job_type: extract
status: completed
leased_at: 2026-02-28T02:14:23.045Z
completed_at: 2026-02-28T02:15:28.204Z
created_at: 2026-02-28T02:07:10.192Z
updated_at: 2026-02-28T02:15:28.204Z
result:
  {"facts":[{"content":"The website color palette uses a warm amber/reddish oklch scheme instead of the default shadcn grayscale","type":"decision","confidence":0.95},{"content":"Hero video features GSAP parallax animation effects","type":"procedural","confidence":0.95},{"content":"Scroll-triggered reveal animations are used throughout the page","type":"procedural","confidence":0.95},{"content":"Project cards include hover-play interactive functionality","type":"procedural","confidence":0.95},{"content":"Motion design philosophy prioritizes restraint and selective use of animation to avoid gratuitous visual effects (gimmickry)","type":"rationale","confidence":0.9}],"entities":[{"source":"website color palette","relationship":"uses","target":"warm amber/reddish oklch scheme","confidence":0.95},{"source":"website color palette","relationship":"rejects","target":"default shadcn grayscale","confidence":0.95},{"source":"hero video","relationship":"implements","target":"GSAP parallax","confidence":0.95},{"source":"page design","relationship":"includes","target":"scroll-triggered reveals","confidence":0.95},{"source":"project cards","relationship":"feature","target":"hover-play animation","confidence":0.95},{"source":"motion design approach","relationship":"emphasizes","target":"controlled restraint","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [1] already contains this exact fact (warm amber/reddish oklch scheme) with additional context about motion design. New fact is redundant and less detailed.","fact":{"content":"The website color palette uses a warm amber/reddish oklch scheme instead of the default shadcn grayscale","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already explicitly documents 'GSAP parallax on hero video' as part of the motion control strategy. New fact is fully covered by existing memory.","fact":{"content":"Hero video features GSAP parallax animation effects","type":"procedural","confidence":0.95}},{"action":"update","targetMemoryId":"20e91920-6123-4ea0-a5d0-183ad67e35e7","confidence":0.92,"reason":"New fact is a specific implementation detail of the existing ScrollTrigger memory. Should merge into: 'The project uses GSAP ScrollTrigger for scroll-based animations, particularly scroll-triggered reveal animations used throughout the page'","fact":{"content":"Scroll-triggered reveal animations are used throughout the page","type":"procedural","confidence":0.95},"targetContent":"The project uses GSAP ScrollTrigger for scroll-based animations and visual effects"},{"action":"add","confidence":0.95,"reason":"New fact describes project cards with interactive hover-play functionality, while existing candidate describes stat cards with static styling. These are distinct component types with different purposes.","fact":{"content":"Project cards include hover-play interactive functionality","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.85,"reason":"The motion design philosophy (restraint to avoid gimmickry) is already captured in candidate [4], which explicitly states: 'Motion is controlled... with restraint elsewhere to avoid gimmickry.' The new fact restates this same principle in more general terms but adds no new information beyond what's already documented.","fact":{"content":"Motion design philosophy prioritizes restraint and selective use of animation to avoid gratuitous visual effects (gimmickry)","type":"rationale","confidence":0.9}}],"writeMode":"phase-c","writeStats":{"added":1,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":1},"warnings":[]}


id: ddb9ae8e-142c-4a88-8858-288ce370570f
memory_id: dd078252-5edf-4542-baff-b30578b11f09
job_type: extract
status: completed
leased_at: 2026-02-28T02:15:30.206Z
completed_at: 2026-02-28T02:16:54.854Z
created_at: 2026-02-28T02:07:10.207Z
updated_at: 2026-02-28T02:16:54.854Z
result:
  {"facts":[{"content":"The portfolio website uses a video-first approach with hover-play thumbnails, fullscreen showreel hero section, and before/after sliders for VFX work","type":"decision","confidence":0.9},{"content":"The portfolio website uses Astro 5 Content Layer for content management with Projects and Blog collections","type":"decision","confidence":0.9},{"content":"The portfolio website contact form uses Resend for email integration with honeypot validation for bot protection","type":"decision","confidence":0.9},{"content":"The portfolio website is deployed via Cloudflare Wrangler Pages with Node.js compatibility flag enabled","type":"decision","confidence":0.9},{"content":"View Transitions compatibility was baked into the portfolio website architecture from the project start","type":"decision","confidence":0.85},{"content":"The portfolio website explicitly rejected custom cursor, pixel shadows, scanlines, and CRT styling visual effects","type":"decision","confidence":0.9},{"content":"Retro visual effects (custom cursor, pixel shadows, scanlines, CRT styling) were rejected because the portfolio is designed as an elegant editorial portfolio, not a gaming site","type":"rationale","confidence":0.9}],"entities":[{"source":"portfolio website","relationship":"uses","target":"video-first UI approach","confidence":0.9},{"source":"portfolio website","relationship":"uses","target":"Astro 5 Content Layer","confidence":0.9},{"source":"portfolio website","relationship":"uses","target":"Resend","confidence":0.9},{"source":"portfolio website","relationship":"uses","target":"Cloudflare Wrangler Pages","confidence":0.9},{"source":"portfolio website","relationship":"uses","target":"View Transitions","confidence":0.85},{"source":"portfolio website","relationship":"rejected","target":"retro visual effects","confidence":0.9},{"source":"contact form","relationship":"uses","target":"honeypot validation","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains this exact information: 'Video-first approach: hover-play thumbnails, fullscreen showreel hero, before/after sliders for VFX work'. The new fact is fully covered by existing memory.","fact":{"content":"The portfolio website uses a video-first approach with hover-play thumbnails, fullscreen showreel hero section, and before/after sliders for VFX work","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains this exact information: 'Content via Astro 5 Content Layer with Projects and Blog collections' as part of the Parth Gupta portfolio's key architectural decisions. The new fact is fully covered by existing memory.","fact":{"content":"The portfolio website uses Astro 5 Content Layer for content management with Projects and Blog collections","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 5 (dd078252-5edf-4542-baff-b30578b11f09) already contains this exact information: 'Contact form with Resend email integration and honeypot validation' as part of the Key Architectural Decisions for the portfolio website.","fact":{"content":"The portfolio website contact form uses Resend for email integration with honeypot validation for bot protection","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] (dd078252) already comprehensively covers this fact with explicit mention of 'Cloudflare Wrangler for Pages deployment with Node.js compat flag' as a key architectural decision","fact":{"content":"The portfolio website is deployed via Cloudflare Wrangler Pages with Node.js compatibility flag enabled","type":"decision","confidence":0.9}},{"action":"add","confidence":0.85,"reason":"New fact is a specific technical architectural decision (View Transitions API compatibility) for a portfolio website. Existing candidates cover the portfolio website skill creation process and a specific project implementation, but none capture this architectural design decision. Should be stored as a standalone technical decision.","fact":{"content":"View Transitions compatibility was baked into the portfolio website architecture from the project start","type":"decision","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly documents this design decision: 'Explicitly rejected custom cursor, pixel shadows, scanlines, or CRT styling—this is an elegant editorial portfolio, not a gaming site.' The new fact is redundant.","fact":{"content":"The portfolio website explicitly rejected custom cursor, pixel shadows, scanlines, and CRT styling visual effects","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by candidate 5 (ID: dd078252-5edf-4542-baff-b30578b11f09), which explicitly documents the rejection of retro visual effects (custom cursor, pixel shadows, scanlines, CRT styling) with the exact same rationale (elegant editorial portfolio, not a gaming site). The existing memory is self-contained and recent.","fact":{"content":"Retro visual effects (custom cursor, pixel shadows, scanlines, CRT styling) were rejected because the portfolio is designed as an elegant editorial portfolio, not a gaming site","type":"rationale","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: 0ceca708-1e33-4cfa-affd-f45ee21f7ed6
memory_id: acd16ef3-10f0-40f3-a7cd-5e402872a3c3
job_type: extract
status: completed
leased_at: 2026-02-28T02:16:56.856Z
completed_at: 2026-02-28T02:17:20.344Z
created_at: 2026-02-28T02:07:10.223Z
updated_at: 2026-02-28T02:17:20.344Z
result:
  {"facts":[{"content":"The Open threads project implementation follows a sequential phased approach starting with Phase 0 (dependencies and config), followed by design system, layouts, navigation, content collections, component build-out, page creation, blog infrastructure, and contact system","type":"procedural","confidence":0.95}],"entities":[{"source":"Open threads project","relationship":"begins_with","target":"Phase 0 (dependencies and config)","confidence":0.95},{"source":"Phase 0","relationship":"precedes","target":"design system phase","confidence":0.95},{"source":"design system","relationship":"precedes","target":"layouts","confidence":0.95},{"source":"layouts","relationship":"precedes","target":"navigation","confidence":0.95},{"source":"navigation","relationship":"precedes","target":"content collections","confidence":0.95},{"source":"content collections","relationship":"precedes","target":"component build-out","confidence":0.95},{"source":"component build-out","relationship":"precedes","target":"page creation","confidence":0.95},{"source":"page creation","relationship":"precedes","target":"blog infrastructure","confidence":0.95},{"source":"blog infrastructure","relationship":"precedes","target":"contact system","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [5] already documents the exact same information about Open threads' 8-phase implementation plan, including Phase 0 through contact system. No new information to capture.","fact":{"content":"The Open threads project implementation follows a sequential phased approach starting with Phase 0 (dependencies and config), followed by design system, layouts, navigation, content collections, component build-out, page creation, blog infrastructure, and contact system","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: 3ad25559-e5f3-4507-b584-2f85f160e878
memory_id: 3ed38618-f871-4af5-b395-fa8fa63cab2c
job_type: extract
status: completed
leased_at: 2026-02-28T02:17:22.346Z
completed_at: 2026-02-28T02:18:37.068Z
created_at: 2026-02-28T02:08:01.530Z
updated_at: 2026-02-28T02:18:37.068Z
result:
  {"facts":[{"content":"Nicholai reviewed and validated the IG DM Wholesale Automation project against the client brief","type":"decision","confidence":0.95},{"content":"The IG DM Wholesale Automation project implements a 7-step buyer journey with automation","type":"semantic","confidence":0.95},{"content":"The IG DM Wholesale Automation project uses Make scenarios as part of its automation infrastructure","type":"fact","confidence":0.9},{"content":"The IG DM Wholesale Automation project integrates with Airtable for automation capabilities","type":"fact","confidence":0.9},{"content":"The IG DM Wholesale Automation project uses ManyChat for automation","type":"fact","confidence":0.9},{"content":"The IG DM Wholesale Automation project integrates with Shopify for automation","type":"fact","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"reviewed_and_validated","target":"IG DM Wholesale Automation project","confidence":0.95},{"source":"IG DM Wholesale Automation project","relationship":"implements","target":"7-step buyer journey","confidence":0.95},{"source":"IG DM Wholesale Automation project","relationship":"uses","target":"Make scenarios","confidence":0.9},{"source":"IG DM Wholesale Automation project","relationship":"integrates_with","target":"Airtable","confidence":0.9},{"source":"IG DM Wholesale Automation project","relationship":"uses","target":"ManyChat","confidence":0.9},{"source":"IG DM Wholesale Automation project","relationship":"integrates_with","target":"Shopify","confidence":0.9}],"proposals":[{"action":"add","confidence":0.95,"reason":"New fact describes validation work on IG DM Wholesale Automation project, which is distinct from existing memories covering Signetai review, ad prediction system proposal, and oddcore website alignment audits. No existing candidate covers this project.","fact":{"content":"Nicholai reviewed and validated the IG DM Wholesale Automation project against the client brief","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate 2 (ID: 3ed38618-f871-4af5-b395-fa8fa63cab2c) already contains the exact same fact: 'implements a 7-step buyer journey with automation across Make scenarios, Airtable, ManyChat, and Shopify.' No new information to add or update.","fact":{"content":"The IG DM Wholesale Automation project implements a 7-step buyer journey with automation","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"The fact is already comprehensively covered by candidates [4] and [5]. Candidate [4] explicitly states the IG DM Wholesale Automation project uses Make scenarios across its automation infrastructure, and candidate [5] provides detailed breakdown of the 5 specific Make scenarios. No new information is added.","fact":{"content":"The IG DM Wholesale Automation project uses Make scenarios as part of its automation infrastructure","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already covers this fact. It describes the IG DM Wholesale Automation project implementing a 7-step buyer journey with automation across Make, Airtable, ManyChat, and Shopify. The new fact about Airtable integration is subsumed within this existing, more comprehensive memory.","fact":{"content":"The IG DM Wholesale Automation project integrates with Airtable for automation capabilities","type":"fact","confidence":0.9}},{"action":"add","confidence":0.9,"reason":"New fact about ManyChat automation in IG DM Wholesale project has no match in existing candidates. It's distinct from deployment platform, styling frameworks, and typography choices already captured.","fact":{"content":"The IG DM Wholesale Automation project uses ManyChat for automation","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already documents the IG DM Wholesale Automation project and explicitly mentions Shopify as part of the automation (\"automation across Make scenarios, Airtable, ManyChat, and Shopify\"). This new fact is already captured.","fact":{"content":"The IG DM Wholesale Automation project integrates with Shopify for automation","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: 2e8a8d15-b990-4707-b03f-b096c50ef005
memory_id: d6e86b99-1b59-45e4-b422-e58e5d81b078
job_type: extract
status: completed
leased_at: 2026-02-28T02:18:39.070Z
completed_at: 2026-02-28T02:19:31.314Z
created_at: 2026-02-28T02:08:01.544Z
updated_at: 2026-02-28T02:19:31.314Z
result:
  {"facts":[{"content":"All primary deliverables for the project are complete","type":"fact","confidence":0.95},{"content":"The Airtable Base contains 5 tables: Retailers, Orders, Message Log, Follow-up Queue, and Automations Log","type":"fact","confidence":0.95},{"content":"The Airtable Base has 7 pipeline stages that match the project brief requirements exactly","type":"fact","confidence":0.9},{"content":"All primary deliverables meet the project brief requirements","type":"fact","confidence":0.95}],"entities":[{"source":"Airtable Base","relationship":"contains","target":"5 tables (Retailers, Orders, Message Log, Follow-up Queue, Automations Log)","confidence":0.95},{"source":"Airtable Base","relationship":"has","target":"7 pipeline stages","confidence":0.9},{"source":"primary deliverables","relationship":"meet","target":"brief requirements","confidence":0.95},{"source":"primary deliverables","relationship":"status","target":"complete","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [5] already covers this fact with specific details about which deliverables are complete (Airtable Base with 5 tables and 7 pipeline stages meeting brief requirements). New fact adds no new information.","fact":{"content":"All primary deliverables for the project are complete","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"New fact is already comprehensively covered in candidate 5 (ID: d6e86b99-1b59-45e4-b422-e58e5d81b078), which explicitly documents the Airtable Base with all 5 tables listed (Retailers, Orders, Message Log, Follow-up Queue, Automations Log)","fact":{"content":"The Airtable Base contains 5 tables: Retailers, Orders, Message Log, Follow-up Queue, and Automations Log","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Existing candidate [5] already documents that the Airtable Base has '7 pipeline stages matching brief exactly' as part of completed deliverables. New fact provides no additional information beyond what's already captured.","fact":{"content":"The Airtable Base has 7 pipeline stages that match the project brief requirements exactly","type":"fact","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 5 already captures this exact statement: 'All primary deliverables are complete and meet brief requirements' with additional context about the Airtable Base deliverables. The new fact is subsumed by existing memory.","fact":{"content":"All primary deliverables meet the project brief requirements","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: 9ce3e0dd-6878-4516-b2e7-25e2c7c84a31
memory_id: 45ca6d0c-7f9c-4f9a-bade-3bb99b423730
job_type: extract
status: completed
leased_at: 2026-02-28T02:19:33.316Z
completed_at: 2026-02-28T02:20:27.102Z
created_at: 2026-02-28T02:08:01.555Z
updated_at: 2026-02-28T02:20:27.102Z
result:
  {"facts":[{"content":"The system includes a kanban board view for task or item management","type":"semantic","confidence":0.95},{"content":"The system includes a follow-up queue view","type":"semantic","confidence":0.95},{"content":"The system includes a draft order readiness view","type":"semantic","confidence":0.95},{"content":"The system includes an error tracking view","type":"semantic","confidence":0.95}],"entities":[{"source":"system","relationship":"includes","target":"kanban board view","confidence":0.95},{"source":"system","relationship":"includes","target":"follow-up queue view","confidence":0.95},{"source":"system","relationship":"includes","target":"draft order readiness view","confidence":0.95},{"source":"system","relationship":"includes","target":"error tracking view","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already covered by existing candidates [1] and [3], both of which explicitly mention kanban board/view as part of the system's available views. No new information added.","fact":{"content":"The system includes a kanban board view for task or item management","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents that views include 'follow-up queue' among other views (kanban board, draft order readiness, error tracking). The new fact is already covered.","fact":{"content":"The system includes a follow-up queue view","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate 3, which explicitly lists 'draft order readiness' as one of the system views alongside kanban board, follow-up queue, and error tracking.","fact":{"content":"The system includes a draft order readiness view","type":"semantic","confidence":0.95}},{"action":"update","targetMemoryId":"89532a91-92f7-4598-8f32-ff12ebf7836b","confidence":0.9,"reason":"New fact describes the presence of an error tracking view, which directly complements the existing memory about the stage-keyed error taxonomy. These should be merged to show that the taxonomy is exposed through a view interface.","fact":{"content":"The system includes an error tracking view","type":"semantic","confidence":0.95},"targetContent":"Error tracking is organized by a **stage-keyed taxonomy** with six stages: extraction, decision, embedding, mutation, and connector. Each stage has specific error codes (e.g., EXTRACTION_TIMEOUT, DECISION_INVALID, EMBEDDING_PROVIDER_DOWN)."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: a5b65059-1521-46c6-a711-e2e4b47efb2f
memory_id: be708866-6034-4c79-975b-3de0c1f7918a
job_type: extract
status: completed
leased_at: 2026-02-28T02:20:29.118Z
completed_at: 2026-02-28T02:21:45.797Z
created_at: 2026-02-28T02:08:01.566Z
updated_at: 2026-02-28T02:21:45.797Z
result:
  {"facts":[{"content":"The Make automation system consists of five scenarios that together implement a complete end-to-end flow","type":"fact","confidence":0.95},{"content":"Scenario 1 handles reply processing with intent classification to categorize incoming customer responses","type":"procedural","confidence":0.95},{"content":"Scenario 2 extracts email addresses and shipping information from customer replies","type":"procedural","confidence":0.95},{"content":"Scenario 3 creates Shopify draft orders populated with starter pack templates based on extracted customer data","type":"procedural","confidence":0.95},{"content":"Scenario 4 detects incoming payments and updates the automation pipeline to reflect payment status","type":"procedural","confidence":0.95},{"content":"Scenario 5 implements a follow-up engine that sends daily reminders to customers and nudges them with reorder opportunities","type":"procedural","confidence":0.95}],"entities":[{"source":"Make automation system","relationship":"consists of","target":"5 scenarios","confidence":0.95},{"source":"Scenario 1","relationship":"processes","target":"customer replies with intent classification","confidence":0.95},{"source":"Scenario 2","relationship":"extracts","target":"email and shipping information","confidence":0.95},{"source":"Scenario 3","relationship":"creates","target":"Shopify draft orders","confidence":0.95},{"source":"Scenario 3","relationship":"uses","target":"starter pack templates","confidence":0.95},{"source":"Scenario 4","relationship":"detects","target":"payments","confidence":0.95},{"source":"Scenario 5","relationship":"sends","target":"daily reminders and reorder nudges","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"Candidate [3] already comprehensively covers this fact, providing both the high-level statement (5 scenarios implement the full flow) and specific details about each scenario's purpose","fact":{"content":"The Make automation system consists of five scenarios that together implement a complete end-to-end flow","type":"fact","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate 3 already captures that Scenario 1 performs 'reply processing with intent classification' as part of the Make Scenarios overview. The new fact elaborates the purpose ('to categorize incoming customer responses') but adds no new distinct information beyond what's already documented.","fact":{"content":"Scenario 1 handles reply processing with intent classification to categorize incoming customer responses","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate #4 (be708866...) already documents Scenario 2 as 'email/shipping info extraction' - the new fact is redundant and already covered by existing memory","fact":{"content":"Scenario 2 extracts email addresses and shipping information from customer replies","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.92,"reason":"Candidate 3 already captures this information: 'Scenario 3: Shopify draft order creation with starter pack templates.' The new fact adds minor detail about 'based on extracted customer data' but this is already implied in the scenario flow context (scenario 2 extracts customer data). No new distinct information that warrants separate storage.","fact":{"content":"Scenario 3 creates Shopify draft orders populated with starter pack templates based on extracted customer data","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate [4], which explicitly lists Scenario 4 as 'payment detection and pipeline update'. No new information to add or update.","fact":{"content":"Scenario 4 detects incoming payments and updates the automation pipeline to reflect payment status","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"Candidate [1] already contains this exact detail: 'Scenario 5: follow-up engine with daily reminders and reorder nudges' as part of the 5-scenario overview. No new information to add or update.","fact":{"content":"Scenario 5 implements a follow-up engine that sends daily reminders to customers and nudges them with reorder opportunities","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: 1e89fe91-97bf-45b2-a181-34f1230d5dd2
memory_id: 1bd63868-ab79-4592-b8c0-49f4b1a18cf1
job_type: extract
status: completed
leased_at: 2026-02-28T02:21:47.799Z
completed_at: 2026-02-28T02:22:41.338Z
created_at: 2026-02-28T02:08:01.578Z
updated_at: 2026-02-28T02:22:41.338Z
result:
  {"facts":[{"content":"The Shopify Integration includes draft order automation with 3 starter pack templates","type":"fact","confidence":0.95},{"content":"The Shopify Integration provides three starter templates: Best Sellers, New Arrivals, and Full Range Sample","type":"fact","confidence":0.95},{"content":"The Shopify Integration uses webhook detection to identify payment completion events","type":"fact","confidence":0.95},{"content":"The Shopify Integration generates invoices for completed orders","type":"fact","confidence":0.95},{"content":"The Shopify Integration sends order notifications via direct message and email","type":"fact","confidence":0.95}],"entities":[{"source":"Shopify Integration","relationship":"includes","target":"draft order automation","confidence":0.95},{"source":"Shopify Integration","relationship":"has template","target":"Best Sellers","confidence":0.95},{"source":"Shopify Integration","relationship":"has template","target":"New Arrivals","confidence":0.95},{"source":"Shopify Integration","relationship":"has template","target":"Full Range Sample","confidence":0.95},{"source":"Shopify Integration","relationship":"detects via webhooks","target":"payment completion","confidence":0.95},{"source":"Shopify Integration","relationship":"generates","target":"invoices","confidence":0.95},{"source":"Shopify Integration","relationship":"sends notifications via","target":"direct message and email","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] already contains this exact information: 'Draft order automation with 3 starter pack templates (Best Sellers, New Arrivals, Full Range Sample)'. The new fact is fully subsumed by existing memory.","fact":{"content":"The Shopify Integration includes draft order automation with 3 starter pack templates","type":"fact","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"No existing memories match this fact","fact":{"content":"The Shopify Integration provides three starter templates: Best Sellers, New Arrivals, and Full Range Sample","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate [3] (ID: 1bd63868-ab79-4592-b8c0-49f4b1a18cf1), which explicitly mentions 'Webhook detection for payment completion' as part of the Shopify Integration description. No new information to capture.","fact":{"content":"The Shopify Integration uses webhook detection to identify payment completion events","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents this: 'Shopify Integration — Draft order automation... Invoice generation and DM/email sending.' The new fact is already captured as part of the Shopify Integration memory.","fact":{"content":"The Shopify Integration generates invoices for completed orders","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this detail: 'Shopify Integration — Draft order automation with 3 starter pack templates... Invoice generation and DM/email sending.' The new fact about order notifications via DM/email is already covered by the existing memory.","fact":{"content":"The Shopify Integration sends order notifications via direct message and email","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: 44990d85-802a-4cb9-b0b8-eb4a362a7a3f
memory_id: c6f13eb6-09fa-40a2-8080-f935d894638e
job_type: extract
status: completed
leased_at: 2026-02-28T02:22:43.340Z
completed_at: 2026-02-28T02:23:34.097Z
created_at: 2026-02-28T02:08:01.590Z
updated_at: 2026-02-28T02:23:34.097Z
result:
  {"facts":[{"content":"ManyChat Flows enables inbound reply routing based on keyword triggers","type":"semantic","confidence":0.95},{"content":"ManyChat Flows supports quick-reply buttons for automated response options","type":"semantic","confidence":0.95},{"content":"ManyChat Flows includes a 24-hour automation pause feature that activates when live chat support takes over","type":"semantic","confidence":0.9},{"content":"ManyChat Flows provides 14 pre-configured response templates that span all stages of the buyer journey","type":"semantic","confidence":0.95}],"entities":[{"source":"ManyChat Flows","relationship":"enables","target":"inbound reply routing","confidence":0.95},{"source":"ManyChat Flows","relationship":"uses","target":"keyword triggers","confidence":0.95},{"source":"ManyChat Flows","relationship":"supports","target":"quick-reply buttons","confidence":0.95},{"source":"ManyChat Flows","relationship":"includes","target":"24-hour automation pause","confidence":0.9},{"source":"ManyChat Flows","relationship":"pauses on","target":"live chat takeover","confidence":0.9},{"source":"ManyChat Flows","relationship":"provides","target":"14 response templates","confidence":0.95},{"source":"response templates","relationship":"cover","target":"buyer journey stages","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate [5] (ID: c6f13eb6-09fa-40a2-8080-f935d894638e), which explicitly documents ManyChat Flows inbound reply routing with keyword triggers as part of its comprehensive description. No new information to add.","fact":{"content":"ManyChat Flows enables inbound reply routing based on keyword triggers","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly mentions 'quick-reply buttons' as a ManyChat Flows feature. The new fact is redundant with existing memory.","fact":{"content":"ManyChat Flows supports quick-reply buttons for automated response options","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already documents the 24-hour automation pause feature on live chat takeover as part of ManyChat Flows capabilities. New fact is redundant.","fact":{"content":"ManyChat Flows includes a 24-hour automation pause feature that activates when live chat support takes over","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already states '14 response templates covering all buyer journey stages' — this is an exact match with the new fact about ManyChat Flows.","fact":{"content":"ManyChat Flows provides 14 pre-configured response templates that span all stages of the buyer journey","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: 21aa3844-6987-4cdc-8a6a-20e17bdd0da9
memory_id: fba8dafb-3285-4bc0-a29d-33777153db89
job_type: extract
status: completed
leased_at: 2026-02-28T02:23:36.098Z
completed_at: 2026-02-28T02:24:32.692Z
created_at: 2026-02-28T02:08:01.600Z
updated_at: 2026-02-28T02:24:32.692Z
result:
  {"facts":[{"content":"SETUP.md contains a 6-step setup process and testing checklist for the project","type":"procedural","confidence":0.95},{"content":"architecture.md contains an ASCII flow diagram documenting the project architecture","type":"semantic","confidence":0.95},{"content":"architecture.md contains a 6-step journey describing how the project works","type":"procedural","confidence":0.95},{"content":"architecture.md documents the tech stack used in the project","type":"semantic","confidence":0.95},{"content":"The project has three primary documentation files: SETUP.md, architecture.md, and README.md","type":"fact","confidence":0.95}],"entities":[{"source":"SETUP.md","relationship":"contains","target":"6-step setup process","confidence":0.95},{"source":"SETUP.md","relationship":"contains","target":"testing checklist","confidence":0.95},{"source":"architecture.md","relationship":"contains","target":"ASCII flow diagram","confidence":0.95},{"source":"architecture.md","relationship":"documents","target":"6-step journey","confidence":0.95},{"source":"architecture.md","relationship":"documents","target":"tech stack","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate 5 already documents that SETUP.md contains a 6-step setup process and testing checklist. The new fact is fully covered by existing memory.","fact":{"content":"SETUP.md contains a 6-step setup process and testing checklist for the project","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents that architecture.md contains an ASCII flow diagram as part of its content summary. New fact adds no novel information.","fact":{"content":"architecture.md contains an ASCII flow diagram documenting the project architecture","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents that architecture.md contains a '6-step journey'. New fact is redundant and fully covered by existing memory.","fact":{"content":"architecture.md contains a 6-step journey describing how the project works","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents that architecture.md contains the tech stack, along with ASCII flow diagram and 6-step journey details. No new information to add.","fact":{"content":"architecture.md documents the tech stack used in the project","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents these three primary files (SETUP.md, architecture.md, README.md) with additional detail about their contents","fact":{"content":"The project has three primary documentation files: SETUP.md, architecture.md, and README.md","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: 3f4bf3b7-28a0-4eb9-b697-886231e771fa
memory_id: 66b111bd-a027-49bc-863a-08f955c5df43
job_type: extract
status: completed
leased_at: 2026-02-28T02:24:34.693Z
completed_at: 2026-02-28T02:25:38.729Z
created_at: 2026-02-28T02:08:01.615Z
updated_at: 2026-02-28T02:25:38.729Z
result:
  {"facts":[{"content":"Loom walkthrough is not included in the repository and is expected to be delivered as a separate deliverable","type":"fact","confidence":0.95},{"content":"starter-pack-templates.json contains placeholder values for Shopify variant IDs, SKUs, and prices that require real values before production deployment","type":"fact","confidence":0.95},{"content":"No explicit error alerting is configured; the Automations Log captures errors but does not send notifications","type":"fact","confidence":0.95},{"content":"The Brandboom link is implemented as static/hardcoded text rather than dynamically looked up at runtime","type":"fact","confidence":0.95},{"content":"There is no fallback mechanism for messages sent outside Instagram's 24-hour message window; this limitation is acknowledged but not yet implemented","type":"fact","confidence":0.95}],"entities":[{"source":"Loom walkthrough","relationship":"not_included_in","target":"repository","confidence":0.95},{"source":"starter-pack-templates.json","relationship":"contains_placeholder_values","target":"Shopify variant IDs, SKUs, prices","confidence":0.95},{"source":"Automations Log","relationship":"captures_but_does_not_alert","target":"errors","confidence":0.95},{"source":"Brandboom link","relationship":"is_implemented_as","target":"static/hardcoded","confidence":0.95},{"source":"Instagram messaging","relationship":"has_limitation","target":"24-hour message window with no fallback","confidence":0.95}],"proposals":[{"action":"none","confidence":0.98,"reason":"This fact is already documented in candidate #5 (ID: 66b111bd-a027-49bc-863a-08f955c5df43) as the first item in the 'Gaps Identified' section: 'Loom walkthrough not in repo (expected as separate deliverable)'. No new memory storage needed.","fact":{"content":"Loom walkthrough is not included in the repository and is expected to be delivered as a separate deliverable","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already captured in candidate [4] (Gaps Identified), which explicitly lists 'Placeholder values in starter-pack-templates.json need real Shopify variant IDs/SKUs/prices before deployment' as the second gap. No new information or refinement needed.","fact":{"content":"starter-pack-templates.json contains placeholder values for Shopify variant IDs, SKUs, and prices that require real values before production deployment","type":"fact","confidence":0.95}},{"action":"add","confidence":0.92,"reason":"New fact identifies a specific gap: error logging exists but alerting/notifications are not configured. This complements existing memories about error tracking (candidate 5) and logging improvements (candidate 3), but is distinct—it documents the absence of proactive notification mechanisms. Should be stored separately as a technical limitation to address.","fact":{"content":"No explicit error alerting is configured; the Automations Log captures errors but does not send notifications","type":"fact","confidence":0.95}},{"action":"none","confidence":0.98,"reason":"This fact is already documented in candidate [5] (ID: 66b111bd-a027-49bc-863a-08f955c5df43) as gap #4 in the Gaps Identified section: 'Brandboom link is static/hardcoded, not dynamically looked up'","fact":{"content":"The Brandboom link is implemented as static/hardcoded text rather than dynamically looked up at runtime","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Exact fact already exists in candidate [5] as item #5 in the Gaps Identified section: 'No fallback for messages outside Instagram's 24-hour window (acknowledged but not implemented)'","fact":{"content":"There is no fallback mechanism for messages sent outside Instagram's 24-hour message window; this limitation is acknowledged but not yet implemented","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: a1ab4cb3-14ce-4750-809c-d5ff5f7c03f1
memory_id: aab4fe59-0d4b-43fd-82ca-21f4d54a9b9f
job_type: extract
status: completed
leased_at: 2026-02-28T02:25:40.730Z
completed_at: 2026-02-28T02:26:27.648Z
created_at: 2026-02-28T02:08:01.629Z
updated_at: 2026-02-28T02:26:27.648Z
result:
  {"facts":[{"content":"End-to-end testing for the AI system requires 3 phases: (1) OpenAI prompt validation, (2) component integration testing, (3) edge case testing","type":"procedural","confidence":0.9},{"content":"The system comprises 4 AI components: intent classifier, info extractor, DM drafter, and recommendation engine","type":"semantic","confidence":0.9},{"content":"Detailed test cases have been documented for all 4 AI components (intent classifier, info extractor, DM drafter, recommendation engine)","type":"fact","confidence":0.85}],"entities":[{"source":"end-to-end testing","relationship":"requires phase","target":"OpenAI prompt validation","confidence":0.9},{"source":"end-to-end testing","relationship":"requires phase","target":"component integration testing","confidence":0.9},{"source":"end-to-end testing","relationship":"requires phase","target":"edge case testing","confidence":0.9},{"source":"testing plan","relationship":"covers","target":"intent classifier","confidence":0.9},{"source":"testing plan","relationship":"covers","target":"info extractor","confidence":0.9},{"source":"testing plan","relationship":"covers","target":"DM drafter","confidence":0.9},{"source":"testing plan","relationship":"covers","target":"recommendation engine","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate [5] (ID: aab4fe59-0d4b-43fd-82ca-21f4d54a9b9f), which contains the identical testing plan structure (3 phases: OpenAI prompt validation, component integration, edge cases) plus additional context about the 4 specific AI components","fact":{"content":"End-to-end testing for the AI system requires 3 phases: (1) OpenAI prompt validation, (2) component integration testing, (3) edge case testing","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"The 4 AI components (intent classifier, info extractor, DM drafter, recommendation engine) are already explicitly documented in candidates [4] and [5], which provide detailed context about their roles in the Make Scenarios and testing plan. The new fact adds no new information.","fact":{"content":"The system comprises 4 AI components: intent classifier, info extractor, DM drafter, and recommendation engine","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already documents this exact fact: 'Detailed test cases documented for all 4 AI components (intent classifier, info extractor, DM drafter, recommendation engine).' The new fact adds no new information and is fully covered by existing memory.","fact":{"content":"Detailed test cases have been documented for all 4 AI components (intent classifier, info extractor, DM drafter, recommendation engine)","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: 1402ab63-48c7-4702-9e0d-f804915731bd
memory_id: d4a067da-be29-4c6c-ad77-b9518e3d5bc2
job_type: extract
status: completed
leased_at: 2026-02-28T02:26:29.650Z
completed_at: 2026-02-28T02:27:03.405Z
created_at: 2026-02-28T02:09:58.134Z
updated_at: 2026-02-28T02:27:03.405Z
result:
  {"facts":[{"content":"Nicholai developed a comprehensive merge plan to unify two divergent research automation codebases","type":"decision","confidence":0.95},{"content":"The research automation pipeline merge plan aims to consolidate two divergent codebases into a single dual-editor system","type":"decision","confidence":0.9}],"entities":[{"source":"Nicholai","relationship":"developed","target":"comprehensive merge plan","confidence":0.95},{"source":"merge plan","relationship":"unifies","target":"two divergent research automation codebases","confidence":0.9},{"source":"merge plan","relationship":"creates","target":"single dual-editor system","confidence":0.9}],"proposals":[{"action":"none","confidence":0.92,"reason":"The merge plan decision is already comprehensively documented in candidates 3-5, which capture the destination repository (isaac-research-chain), file organization strategy, and 11-step implementation sequence. The new fact is a high-level summary that adds no novel information beyond what these existing memories cover in detail.","fact":{"content":"Nicholai developed a comprehensive merge plan to unify two divergent research automation codebases","type":"decision","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is comprehensively covered by existing candidate [2], which already captures the goal of unifying two divergent research automation codebases into a single dual-editor system. Candidates [3-5] provide additional implementation details. No new information to add or update.","fact":{"content":"The research automation pipeline merge plan aims to consolidate two divergent codebases into a single dual-editor system","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: 768baff2-6ff7-4a30-b7b5-c6cd8a817f26
memory_id: a8ffba3c-52b7-4347-9b7c-d0a6498dbdb3
job_type: extract
status: completed
leased_at: 2026-02-28T02:27:05.406Z
completed_at: 2026-02-28T02:28:11.412Z
created_at: 2026-02-28T02:09:58.144Z
updated_at: 2026-02-28T02:28:11.412Z
result:
  {"facts":[{"content":"The `chain/` pipeline is native to Claude Code","type":"semantic","confidence":0.95},{"content":"The `isaac-research-chain/` pipeline is native to Cursor","type":"semantic","confidence":0.95},{"content":"The `chain/` and `isaac-research-chain/` pipelines automate the same biological evidence research workflow","type":"fact","confidence":0.95},{"content":"The evidence research pipeline accepts a biological mechanism and ingredient list as inputs","type":"procedural","confidence":0.95},{"content":"The evidence research pipeline produces a ranked, cited evidence report sourced from PubMed","type":"procedural","confidence":0.95}],"entities":[{"source":"chain/ pipeline","relationship":"native_to","target":"Claude Code","confidence":0.95},{"source":"isaac-research-chain/ pipeline","relationship":"native_to","target":"Cursor","confidence":0.95},{"source":"chain/ pipeline","relationship":"implements","target":"biological evidence workflow","confidence":0.95},{"source":"isaac-research-chain/ pipeline","relationship":"implements","target":"biological evidence workflow","confidence":0.95},{"source":"biological evidence workflow","relationship":"accepts_input","target":"biological mechanism","confidence":0.95},{"source":"biological evidence workflow","relationship":"accepts_input","target":"ingredient list","confidence":0.95},{"source":"biological evidence workflow","relationship":"produces","target":"ranked cited evidence report","confidence":0.95},{"source":"ranked cited evidence report","relationship":"sourced_from","target":"PubMed","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing memory [5] already captures that the `chain/` pipeline is Claude Code native. The new fact is subsumed by the fuller context already stored.","fact":{"content":"The `chain/` pipeline is native to Claude Code","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [3] already states: 'The `isaac-research-chain/` (Cursor native)' which directly covers the new fact. No update needed.","fact":{"content":"The `isaac-research-chain/` pipeline is native to Cursor","type":"semantic","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [2] already captures this exact relationship: both pipelines automate the same workflow, taking biological mechanism + ingredient list input and producing evidence reports via PubMed. The new fact is a subset of what's already documented.","fact":{"content":"The `chain/` and `isaac-research-chain/` pipelines automate the same biological evidence research workflow","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidates [4] and [5], which both explicitly state the pipeline accepts biological mechanism + ingredient list as inputs. No new information to capture.","fact":{"content":"The evidence research pipeline accepts a biological mechanism and ingredient list as inputs","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already explicitly states that both implementations produce 'a ranked, cited evidence report via PubMed'. The new fact is a near-duplicate with no additional novel information.","fact":{"content":"The evidence research pipeline produces a ranked, cited evidence report sourced from PubMed","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: f709dbdf-6588-4b0c-b424-383685f0653a
memory_id: af09d706-521a-44dd-a1cc-c4217dd35e58
job_type: extract
status: completed
leased_at: 2026-02-28T02:28:13.413Z
completed_at: 2026-02-28T02:28:45.461Z
created_at: 2026-02-28T02:09:58.155Z
updated_at: 2026-02-28T02:28:45.461Z
result:
  {"facts":[{"content":"A merge operation targets the `isaac-research-chain` repository as the destination repository","type":"decision","confidence":0.95},{"content":"The `isaac-research-chain` repository was chosen as the merge destination because it has existing git history, making it suitable for preserving project continuity","type":"rationale","confidence":0.9}],"entities":[{"source":"merge operation","relationship":"targets","target":"`isaac-research-chain` repository","confidence":0.95},{"source":"`isaac-research-chain` repository","relationship":"has","target":"existing git history","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact fact: 'The merge targets `isaac-research-chain` as the destination repository since it has existing git history.' The new fact contains no additional information.","fact":{"content":"A merge operation targets the `isaac-research-chain` repository as the destination repository","type":"decision","confidence":0.95}},{"action":"update","targetMemoryId":"af09d706-521a-44dd-a1cc-c4217dd35e58","confidence":0.95,"reason":"New fact is essentially identical to candidate [4] but adds explicit rationale ('preserving project continuity'). Merge to create a more complete version with both the decision and its justification.","fact":{"content":"The `isaac-research-chain` repository was chosen as the merge destination because it has existing git history, making it suitable for preserving project continuity","type":"rationale","confidence":0.9},"targetContent":"The merge targets `isaac-research-chain` as the destination repository since it has existing git history."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 76a94398-ab70-4655-8dac-26db8599611a
memory_id: 603aaacd-a67a-4e6d-9e55-fc8c5805a0ef
job_type: extract
status: completed
leased_at: 2026-02-28T02:28:47.462Z
completed_at: 2026-02-28T02:29:39.105Z
created_at: 2026-02-28T02:09:58.167Z
updated_at: 2026-02-28T02:29:39.105Z
result:
  {"facts":[{"content":"A prompt quality comparison was conducted evaluating five prompts, finding Isaac's versions to be significantly more detailed than the comparison baseline","type":"fact","confidence":0.85},{"content":"Isaac's prompt versions are 2-3x larger in size compared to the baseline prompt versions","type":"fact","confidence":0.85},{"content":"Isaac's prompt versions contain better examples than the baseline prompt versions","type":"fact","confidence":0.85},{"content":"Isaac's prompt versions contain better field descriptions than the baseline prompt versions","type":"fact","confidence":0.85}],"entities":[{"source":"Isaac","relationship":"authored","target":"improved prompt versions","confidence":0.85},{"source":"Isaac's prompt versions","relationship":"larger than","target":"baseline prompt versions","confidence":0.85},{"source":"Isaac's prompt versions","relationship":"contain_better_examples_than","target":"baseline prompt versions","confidence":0.85},{"source":"Isaac's prompt versions","relationship":"contain_better_field_descriptions_than","target":"baseline prompt versions","confidence":0.85},{"source":"quality comparison analysis","relationship":"evaluated","target":"five prompts","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [5] (603aaacd-a67a-4e6d-9e55-fc8c5805a0ef) already captures this exact fact: prompt quality comparison showing Isaac's versions are significantly more detailed across five prompts. The new fact is a duplicate of existing memory.","fact":{"content":"A prompt quality comparison was conducted evaluating five prompts, finding Isaac's versions to be significantly more detailed than the comparison baseline","type":"fact","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact information: 'isaac's versions are significantly more detailed (2-3x larger), with better examples and field descriptions across all five prompts.' The new fact is a subset of existing memory.","fact":{"content":"Isaac's prompt versions are 2-3x larger in size compared to the baseline prompt versions","type":"fact","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate [1] already captures this insight as part of a broader quality analysis stating Isaac's versions have 'better examples' alongside being '2-3x larger' with better field descriptions. The new fact is a specific instance of what's already documented.","fact":{"content":"Isaac's prompt versions contain better examples than the baseline prompt versions","type":"fact","confidence":0.85}},{"action":"none","confidence":0.92,"reason":"Existing candidate [1] already covers this fact in detail: it explicitly states Isaac's versions have 'better field descriptions' and are '2-3x larger' with 'better examples.' The new fact is subsumed by the existing, more comprehensive memory.","fact":{"content":"Isaac's prompt versions contain better field descriptions than the baseline prompt versions","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: e9df187d-e663-4213-a198-07248b12e5a9
memory_id: 4f07910d-3775-4dff-bdd6-53f2687a4ab9
job_type: extract
status: completed
leased_at: 2026-02-28T02:29:41.106Z
completed_at: 2026-02-28T02:30:10.994Z
created_at: 2026-02-28T02:09:58.180Z
updated_at: 2026-02-28T02:30:10.994Z
result:
  {"facts":[{"content":"All prompts from isaac's codebase will be retained in the system","type":"decision","confidence":0.9},{"content":"Chain's prompt versions are terser (abbreviated) versions that represent subsets of isaac's original prompt content","type":"semantic","confidence":0.9}],"entities":[{"source":"isaac's codebase","relationship":"source of","target":"prompts","confidence":0.9},{"source":"chain","relationship":"uses terser versions of","target":"isaac's prompts","confidence":0.9},{"source":"chain's prompts","relationship":"derived from","target":"isaac's prompts","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"This fact is already captured in candidate [4f07910d], which states 'All prompts will be retained from isaac's codebase; chain's terser versions are subsets of isaac's content.' The new fact is the same decision expressed slightly differently.","fact":{"content":"All prompts from isaac's codebase will be retained in the system","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 3 (4f07910d-3775-4dff-bdd6-53f2687a4ab9) already captures this exact relationship: 'chain's terser versions are subsets of isaac's content.' The new fact adds no additional information beyond what's already documented.","fact":{"content":"Chain's prompt versions are terser (abbreviated) versions that represent subsets of isaac's original prompt content","type":"semantic","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: 375ae404-065f-4d03-84bc-7150ab2ee9da
memory_id: 72d15ddb-419b-4d35-aa6d-c5382e3d02c2
job_type: extract
status: completed
leased_at: 2026-02-28T02:30:13.012Z
completed_at: 2026-02-28T02:31:33.266Z
created_at: 2026-02-28T02:09:58.191Z
updated_at: 2026-02-28T02:31:33.266Z
result:
  {"facts":[{"content":"Sequential batching strategy processes step 3 analysis in 6 batches of 3 ingredients each","type":"procedural","confidence":0.95},{"content":"Sequential batching produces more thorough per-ingredient analysis compared to parallel batching","type":"semantic","confidence":0.9},{"content":"Sequential batching for step 3 analysis takes 12-15 minutes to complete","type":"fact","confidence":0.95},{"content":"Parallel batching strategy uses 3 agents, each processing approximately 6 ingredients","type":"procedural","confidence":0.95},{"content":"Parallel batching completes step 3 analysis in 5-7 minutes","type":"fact","confidence":0.95},{"content":"Parallel batching produces slightly less per-ingredient focus than sequential batching","type":"semantic","confidence":0.9},{"content":"Step 3 ingredient analysis involves a speed vs thoroughness tradeoff: sequential batching prioritizes thorough per-ingredient analysis over execution time (12-15 min), while parallel batching prioritizes execution speed (5-7 min) at the cost of reduced per-ingredient focus","type":"rationale","confidence":0.9}],"entities":[{"source":"sequential batching","relationship":"processes","target":"6 batches of 3 ingredients","confidence":0.95},{"source":"sequential batching","relationship":"produces","target":"more thorough per-ingredient analysis","confidence":0.9},{"source":"sequential batching","relationship":"requires time","target":"12-15 minutes","confidence":0.95},{"source":"parallel batching","relationship":"uses","target":"3 agents","confidence":0.95},{"source":"parallel batching","relationship":"processes per agent","target":"~6 ingredients","confidence":0.95},{"source":"parallel batching","relationship":"requires time","target":"5-7 minutes","confidence":0.95},{"source":"parallel batching","relationship":"produces","target":"slightly less per-ingredient focus","confidence":0.9},{"source":"sequential batching","relationship":"tradeoff against","target":"parallel batching","confidence":0.9}],"proposals":[{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered in candidate [5], which explicitly details sequential batching strategy (6 batches of 3 ingredients), performance metrics (12-15 minutes for step 3), and comparison to parallel batching alternatives. No new information or refinement provided.","fact":{"content":"Sequential batching strategy processes step 3 analysis in 6 batches of 3 ingredients each","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This fact is already covered in detail by candidate [4], which comprehensively documents the sequential vs parallel batching tradeoff including throughput analysis (thorough per-ingredient analysis vs speed). The new fact is a simplified extraction of information already captured.","fact":{"content":"Sequential batching produces more thorough per-ingredient analysis compared to parallel batching","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.98,"reason":"Candidate [5] already contains this exact information: 'Sequential batching (6 batches of 3 ingredients) produces more thorough per-ingredient analysis but takes 12-15 minutes for step 3'. The new fact is fully covered by existing memory.","fact":{"content":"Sequential batching for step 3 analysis takes 12-15 minutes to complete","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this exact strategy: 'parallel batching (3 agents of ~6 ingredients) completes in 5-7 minutes'. New fact is redundant with existing memory.","fact":{"content":"Parallel batching strategy uses 3 agents, each processing approximately 6 ingredients","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already captured in candidate [5], which explicitly states 'parallel batching (3 agents of ~6 ingredients) completes in 5-7 minutes'. No new information to store or update.","fact":{"content":"Parallel batching completes step 3 analysis in 5-7 minutes","type":"fact","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"New fact is already covered by candidate [4], which explicitly states sequential batching 'produces more thorough per-ingredient analysis' while parallel batching has 'slightly less per-ingredient focus'. No new information to add.","fact":{"content":"Parallel batching produces slightly less per-ingredient focus than sequential batching","type":"semantic","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"New fact is already comprehensively covered by candidate [4], which contains identical information about the same speed vs. thoroughness tradeoff in Step 3, with matching timelines (12-15 min sequential, 5-7 min parallel) and quality implications. No new information to capture.","fact":{"content":"Step 3 ingredient analysis involves a speed vs thoroughness tradeoff: sequential batching prioritizes thorough per-ingredient analysis over execution time (12-15 min), while parallel batching prioritizes execution speed (5-7 min) at the cost of reduced per-ingredient focus","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: 502da80b-954c-4d1b-8c99-78d60bf8fc68
memory_id: 59da3af5-ce51-47e3-a806-41720f09394d
job_type: extract
status: completed
leased_at: 2026-02-28T02:31:35.268Z
completed_at: 2026-02-28T02:33:01.832Z
created_at: 2026-02-28T02:09:58.201Z
updated_at: 2026-02-28T02:33:01.832Z
result:
  {"facts":[{"content":"The merged system defaults to sequential execution mode for quality purposes instead of parallel execution","type":"decision","confidence":0.9},{"content":"An optional --fast flag enables parallel execution mode in the merged system, providing an alternative to the default sequential behavior","type":"decision","confidence":0.9},{"content":"The system's orchestration is centered on a 253-line configuration file originally created by isaac, originally named claude.md","type":"fact","confidence":0.85},{"content":"The claude.md configuration file is renamed to CLAUDE.md to follow Claude Code naming conventions","type":"decision","confidence":0.9},{"content":"The CLAUDE.md orchestration file will be expanded to support batch mode selection for users to choose between sequential and parallel execution modes","type":"decision","confidence":0.85},{"content":"The CLAUDE.md orchestration file will be expanded to support dual input sources for configuration and orchestration","type":"decision","confidence":0.85}],"entities":[{"source":"merged system","relationship":"defaults to","target":"sequential execution mode","confidence":0.9},{"source":"merged system","relationship":"supports via flag","target":"parallel execution mode","confidence":0.9},{"source":"--fast flag","relationship":"enables","target":"parallel mode","confidence":0.9},{"source":"orchestration","relationship":"centered on","target":"CLAUDE.md","confidence":0.9},{"source":"CLAUDE.md","relationship":"renamed from","target":"claude.md","confidence":0.9},{"source":"CLAUDE.md","relationship":"will support","target":"batch mode selection","confidence":0.85},{"source":"CLAUDE.md","relationship":"will support","target":"dual input sources","confidence":0.85},{"source":"isaac","relationship":"created","target":"claude.md","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Existing candidate [5] already covers this decision: 'The merged system will default to sequential for quality with an optional `--fast` flag to enable parallel mode.' The new fact is a simplified restatement of the same architectural decision without adding new information.","fact":{"content":"The merged system defaults to sequential execution mode for quality purposes instead of parallel execution","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [5] already captures this exact decision: 'The merged system will default to sequential for quality with an optional `--fast` flag to enable parallel mode.' The new fact is a restatement of the same architectural decision.","fact":{"content":"An optional --fast flag enables parallel execution mode in the merged system, providing an alternative to the default sequential behavior","type":"decision","confidence":0.9}},{"action":"none","confidence":0.92,"reason":"New fact is already covered by candidate [2], which explicitly mentions 'isaac's 253-line claude.md (renamed to CLAUDE.md)' as the orchestration center. No new information to add or update.","fact":{"content":"The system's orchestration is centered on a 253-line configuration file originally created by isaac, originally named claude.md","type":"fact","confidence":0.85}},{"action":"none","confidence":0.85,"reason":"Candidate [5] already documents that Signet auto-generates CLAUDE.md as the standard filename for Claude Code. The new fact's substance—that CLAUDE.md is the naming convention—is already covered. The decision/rationale adds minimal value beyond what's documented in the existing procedural record.","fact":{"content":"The claude.md configuration file is renamed to CLAUDE.md to follow Claude Code naming conventions","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate [59da3af5] already captures this decision: 'Orchestration will be centered on isaac's 253-line `claude.md` (renamed to `CLAUDE.md` for Claude Code convention) expanded to support batch mode selection.' The new fact is a restatement of existing memory content.","fact":{"content":"The CLAUDE.md orchestration file will be expanded to support batch mode selection for users to choose between sequential and parallel execution modes","type":"decision","confidence":0.85}},{"action":"update","targetMemoryId":"490ad80c-8089-43de-83ef-7907829bbb73","confidence":0.82,"reason":"New fact directly refines the Core Connection Mechanisms by describing planned expansion of CLAUDE.md's input sources. Should be merged with existing candidate which establishes the current orchestration architecture (AGENTS.md → CLAUDE.md → Claude Code, OpenCode, OpenClaw). This evolution belongs alongside the current state description.","fact":{"content":"The CLAUDE.md orchestration file will be expanded to support dual input sources for configuration and orchestration","type":"decision","confidence":0.85},"targetContent":"## Core Connection Mechanisms **Single Source of Truth**: All configuration lives at `~/.agents/`. The AGENTS.md file is canonical; Signet auto-generates CLAUDE.md for Claude Code (with header \"AUTO-GENERATED from ~/.agents/AGENTS.md\"). OpenCode and OpenClaw read from the same directory."}],"writeMode":"phase-c","writeStats":{"added":0,"updated":1,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":0},"warnings":[]}


id: 7ece0dea-ab90-4013-9006-8a7215256b17
memory_id: 28369575-0f6c-4d08-b3ad-f1087cde3ae7
job_type: extract
status: completed
leased_at: 2026-02-28T02:33:03.834Z
completed_at: 2026-02-28T02:33:21.960Z
created_at: 2026-02-28T02:09:58.212Z
updated_at: 2026-02-28T02:33:21.960Z
result:
  {"facts":[{"content":"The system maintains Isaac's resume capability through `status.json` checkpoint files","type":"procedural","confidence":0.95}],"entities":[{"source":"system","relationship":"maintains","target":"Isaac's resume capability","confidence":0.95},{"source":"Isaac's resume capability","relationship":"persisted via","target":"`status.json` checkpoints","confidence":0.95}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [3] already captures this exact fact: 'The system will maintain isaac's resume capability via `status.json` checkpoints.' The new fact is redundant and adds no new information.","fact":{"content":"The system maintains Isaac's resume capability through `status.json` checkpoint files","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: a3a6cc82-91c5-4dc9-9a48-4f204ab1d294
memory_id: 41585298-2aba-43dc-9cbd-3cbd7cd93da7
job_type: extract
status: completed
leased_at: 2026-02-28T02:33:23.962Z
completed_at: 2026-02-28T02:34:20.992Z
created_at: 2026-02-28T02:09:58.222Z
updated_at: 2026-02-28T02:34:20.992Z
result:
  {"facts":[{"content":"A merge is adapting the chain project's Claude Code architecture (.claude/ directory with agents, skills, and citation-standards rules) into the isaac project's isaac-research-chain structure","type":"decision","confidence":0.85},{"content":"The chain project uses a .claude/ directory structure containing agents, skills, and citation-standards rules as its Claude Code architecture","type":"fact","confidence":0.9},{"content":"The isaac project organizes its codebase using isaac-research-chain structure","type":"fact","confidence":0.85},{"content":"Workspace files are being migrated from tmp/ directory to _workspace/ directory as part of the merge process","type":"procedural","confidence":0.85}],"entities":[{"source":"chain project","relationship":"has architecture in","target":".claude/ directory","confidence":0.9},{"source":".claude/ directory","relationship":"contains","target":"agents","confidence":0.85},{"source":".claude/ directory","relationship":"contains","target":"skills","confidence":0.85},{"source":".claude/ directory","relationship":"contains","target":"citation-standards rules","confidence":0.85},{"source":"isaac project","relationship":"uses","target":"isaac-research-chain structure","confidence":0.85},{"source":"merge process","relationship":"migrates","target":"workspace files","confidence":0.85},{"source":"workspace files","relationship":"relocated from","target":"tmp/","confidence":0.85},{"source":"workspace files","relationship":"relocated to","target":"_workspace/","confidence":0.85}],"proposals":[{"action":"none","confidence":0.92,"reason":"Candidate [5] already captures this exact information: the merge adapts chain's Claude Code architecture (.claude/ agents, skills, citation-standards rules) into isaac-research-chain structure. The new fact is a restatement of existing memory with no additional details.","fact":{"content":"A merge is adapting the chain project's Claude Code architecture (.claude/ directory with agents, skills, and citation-standards rules) into the isaac project's isaac-research-chain structure","type":"decision","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"Candidate 3 (ID: 5597cbd8-c31e-466b-9e78-8e22ad0e3ecf) already comprehensively documents the chain project's .claude/ directory structure containing agents, skills, and rules. The new fact is fully subsumed by existing memory.","fact":{"content":"The chain project uses a .claude/ directory structure containing agents, skills, and citation-standards rules as its Claude Code architecture","type":"fact","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Candidate [5] already covers this fact explicitly, detailing how isaac-research-chain is the structure into which chain's architecture will be adapted. The new fact about codebase organization using isaac-research-chain is already established in existing memory.","fact":{"content":"The isaac project organizes its codebase using isaac-research-chain structure","type":"fact","confidence":0.85}},{"action":"none","confidence":0.95,"reason":"New fact is already fully captured by candidate [5], which explicitly states: 'Workspace files will migrate from tmp/ to _workspace/.' The new fact is redundant and provides no additional context or detail.","fact":{"content":"Workspace files are being migrated from tmp/ directory to _workspace/ directory as part of the merge process","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: ea262a73-aec8-4f1f-bd82-8d66e6687b46
memory_id: 06f4a418-4220-4b11-ba5e-e4ef1f40f110
job_type: extract
status: completed
leased_at: 2026-02-28T02:34:22.993Z
completed_at: 2026-02-28T02:35:16.537Z
created_at: 2026-02-28T02:09:58.233Z
updated_at: 2026-02-28T02:35:16.537Z
result:
  {"facts":[{"content":"Client documentation will be consolidated into a new `docs/` subfolder","type":"decision","confidence":0.9},{"content":"The system supports `input.md` as an input mode for direct single-mechanism input","type":"procedural","confidence":0.9},{"content":"The system supports `samples.md` as an input mode for multi-mechanism catalog selection, with `samples.md` sourced from a chain","type":"procedural","confidence":0.9},{"content":"Multi-mechanism catalog selection uses indexed reference format like `/research 1A` to select individual mechanisms from the catalog","type":"procedural","confidence":0.85}],"entities":[{"source":"client documentation","relationship":"consolidated into","target":"`docs/` subfolder","confidence":0.9},{"source":"system","relationship":"supports input mode","target":"`input.md`","confidence":0.9},{"source":"system","relationship":"supports input mode","target":"`samples.md`","confidence":0.9},{"source":"`samples.md`","relationship":"sourced from","target":"chain","confidence":0.9},{"source":"catalog selection","relationship":"uses format","target":"/research 1A","confidence":0.85}],"proposals":[{"action":"none","confidence":0.95,"reason":"Candidate [4] already captures this decision with greater specificity, including the dual input modes (input.md and samples.md). The new fact is a simplified subset of existing memory.","fact":{"content":"Client documentation will be consolidated into a new `docs/` subfolder","type":"decision","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Fact is already explicitly covered in candidate [5] (ID: 06f4a418...) which states 'The system will support two input modes: `input.md` for direct single-mechanism input and `samples.md` (from chain) for multi-mechanism catalog selection'. New fact is a verbatim confirmation of existing memory.","fact":{"content":"The system supports `input.md` as an input mode for direct single-mechanism input","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.95,"reason":"Candidate 5 (06f4a418-4220-4b11-ba5e-e4ef1f40f110) already comprehensively covers this information: it explicitly documents that the system will support `samples.md` (from chain) for multi-mechanism catalog selection. The new fact adds no additional detail beyond what's already stored.","fact":{"content":"The system supports `samples.md` as an input mode for multi-mechanism catalog selection, with `samples.md` sourced from a chain","type":"procedural","confidence":0.9}},{"action":"none","confidence":0.9,"reason":"Existing candidate [3] already documents multi-mechanism catalog selection with the same example format (`/research 1A`), making the new fact redundant with already-captured memory.","fact":{"content":"Multi-mechanism catalog selection uses indexed reference format like `/research 1A` to select individual mechanisms from the catalog","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: 11a19471-4af4-4ef7-94a7-48fcdeef51b1
memory_id: 0770549f-3d77-4ce0-a5e9-348acb1e91c9
job_type: extract
status: completed
leased_at: 2026-02-28T02:35:18.538Z
completed_at: 2026-02-28T02:36:56.570Z
created_at: 2026-02-28T02:09:58.245Z
updated_at: 2026-02-28T02:36:56.570Z
result:
  {"facts":[{"content":"The implementation plan comprises 11 sequential steps for code migration or porting","type":"procedural","confidence":0.95},{"content":"Documentation reorganization is a required step in the implementation process","type":"procedural","confidence":0.95},{"content":"Static file copying is a required step in the implementation process","type":"procedural","confidence":0.95},{"content":"All 5 research agents must be adapted with path remapping during the implementation","type":"procedural","confidence":0.95},{"content":"The orchestrator component must be expanded as part of the implementation","type":"procedural","confidence":0.95},{"content":"Configuration files must be merged during the implementation process","type":"procedural","confidence":0.95},{"content":"Verification testing must be performed across both editors to validate the implementation","type":"procedural","confidence":0.95}],"entities":[{"source":"implementation","relationship":"comprises","target":"11 sequential steps","confidence":0.95},{"source":"research agents (5)","relationship":"require adaptation with","target":"path remapping","confidence":0.95},{"source":"orchestrator","relationship":"requires","target":"expansion","confidence":0.95},{"source":"configuration files","relationship":"require","target":"merging","confidence":0.95},{"source":"verification testing","relationship":"occurs across","target":"both editors","confidence":0.95}],"proposals":[{"action":"add","confidence":0.95,"reason":"New fact describes a higher-level 11-step implementation plan structure. Existing candidates reference different plans with 5, 6, or 2 sections—none match this 11-step scope. Store as new memory for high-level implementation roadmap.","fact":{"content":"The implementation plan comprises 11 sequential steps for code migration or porting","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New procedural fact about documentation reorganization as implementation prerequisite. No existing memory covers this specific procedural requirement. Similar to candidate [4] in type but distinct in scope and content.","fact":{"content":"Documentation reorganization is a required step in the implementation process","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New procedural detail about static file copying in implementation process. Not covered by existing candidates which focus on setup, installation, and release workflows. This is a distinct implementation requirement.","fact":{"content":"Static file copying is a required step in the implementation process","type":"procedural","confidence":0.95}},{"action":"none","confidence":0.95,"reason":"This procedural requirement is already captured in candidate [5], which explicitly lists 'adapting all 5 research agents with path remapping' as part of the 11 sequential implementation steps.","fact":{"content":"All 5 research agents must be adapted with path remapping during the implementation","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.85,"reason":"New procedural fact describes a broader requirement for orchestrator component expansion. While related to candidate [5] (CLAUDE.md orchestration expansion), the new fact is more general and captures a distinct implementation requirement that should be tracked separately.","fact":{"content":"The orchestrator component must be expanded as part of the implementation","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.85,"reason":"New fact is a procedural guideline applicable across multiple implementation contexts. While candidate [5] covers file migration during merges, it doesn't specifically address config file merging as a required procedure. This procedural requirement warrants its own memory entry.","fact":{"content":"Configuration files must be merged during the implementation process","type":"procedural","confidence":0.95}},{"action":"add","confidence":0.95,"reason":"New fact specifies a distinct procedural requirement to verify implementation across both editors, which is not covered by existing candidates. Candidate [2] covers general verification scope but doesn't address the specific multi-editor testing requirement.","fact":{"content":"Verification testing must be performed across both editors to validate the implementation","type":"procedural","confidence":0.95}}],"writeMode":"phase-c","writeStats":{"added":6,"updated":0,"deleted":0,"deduped":0,"skippedLowConfidence":0,"blockedDestructive":0,"reviewNeeded":0,"embeddingsAdded":6},"warnings":[]}


