2026-02-20T11-14-26_auto_memory/debug.log, memory/MEMORY.md

.daemon/logs/signet-2026-02-20.log

@@ -1506,3 +1506,6 @@
 {"timestamp":"2026-02-20T11:11:12.835Z","level":"warn","category":"git","message":"Periodic sync failed: Push failed: To https://github.com/Signet-AI/signetai.git\n ! [rejected]          HEAD -> main (non-fast-forward)\nerror: failed to push some refs to 'https://github.com/Signet-AI/signetai.git'\nhint: Updates were rejected because the tip of your current branch is behind\nhint: its remote counterpart. If you want to integrate the remote changes,\nhint: use 'git pull' before pushing again.\nhint: See the 'Note about fast-forwards' in 'git push --help' for details.\n"}
 {"timestamp":"2026-02-20T11:14:05.514Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/debug.log"}}
 {"timestamp":"2026-02-20T11:14:07.644Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/debug.log"}}
+{"timestamp":"2026-02-20T11:14:12.664Z","level":"info","category":"git","message":"Auto-committed","data":{"message":"2026-02-20T11-14-12_auto_memory/debug.log, memory/debug.log","filesChanged":2}}
+{"timestamp":"2026-02-20T11:14:21.259Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/debug.log"}}
+{"timestamp":"2026-02-20T11:14:21.259Z","level":"info","category":"watcher","message":"File changed","data":{"path":"/home/nicholai/.agents/memory/MEMORY.md"}}

memory/MEMORY.md

@@ -1,39 +1,71 @@
-<!-- generated 2026-02-19 04:02 -->
+<!-- generated 2026-02-20 04:14 -->
 
 Current Context
 
-Focusing on repository migration compliance, system refactoring, and template consistency across the signetai and imessage-viewer projects.
+Implementing Phase B: Shadow Extraction for the Signet memory pipeline. The focus is building the extraction and decision intelligence layer in shadow mode to validate quality/reliability without destructive consequences.
 
 Active Projects
 
-   Apache 2.0 License Migration (`signetai` repo)
-       Status: Script creation in progress/verification needed.
-       Task: Migrate monorepo from MIT to Apache 2.0. Uses `git filter-repo` to rewrite only license files while preserving git history. Must also update NPM metadata.
-   iMessage Viewer Sync Refactor (`imessage-viewer` repo)
-       Status: Completed.
-       Details: Rewrote `lib/sync/ssh-pull.ts` to replace SSH+bash+tar approach with direct `rsync` calls (`rsync -az`). Deleted `scripts/remote-collect.sh`. Supports file-based sources (safari, chrome, shell) and directory sources (notes, reminders, calendar, contacts).
-   Signetai Skill Templates (`signetai` repo)
-       Status: Completed.
-       Details: Fixed `packages/signetai/templates/skills/recall/SKILL.md` and `packages/signetai/templates/skills/remember/SKILL.md` to use `signet recall/remember` CLI commands (e.g., `/api/memory/remember`) instead of outdated hook commands. Verified CLI functionality.
+Phase B: Shadow Extraction Implementation
+- Location: `packages/daemon/src/`
+- Status: Planning complete, awaiting implementation
+- Dependencies: Phase A infrastructure (schema migrations, DB accessor, feature flags) now in `c1e43b6`
+- Next Steps:
+  1. Create `src/extract/` module with `extractFactsAndEntities(input): ExtractionResult`
+  2. Build `src/decision/` module for shadow candidate retrieval
+  3. Implement `src/worker.ts` with job queue processing (reads from `memory_jobs`, writes to `memory_history`)
+  4. Add contract validation and warning persistence
+- Key Constraints:
+  - Extract from daemon.ts recall logic and hooks.ts extraction
+  - Keep semantics non-mutating
+  - All logs go to `memory_history` table only
+  - New files needed (daemon.ts is 4511 LOC)
 
 Recent Work
 
-   Rsync-based Sync Implementation: Successfully refactored the sync mechanism in `imessage-viewer` to use direct `rsync` SSH connections, eliminating the need for a temporary bash script (`scripts/remote-collect.sh`) and minimizing forensic traces on the macOS system.
-   Skill Template Updates: Updated template files in the signetai repo to align with CLI commands, ensuring consistency for new installations.
-   License Migration Planning: Set up the plan to use `git filter-repo` for the signetai repository migration.
+Phase A: Infrastructure Hardening (completed in `c1e43b6`)
+- Schema migrations 001+002 for job queue/history tables
+- Singleton DB accessor with WAL mode and read pool
+- Transaction boundaries keeping provider calls outside write locks
+- Content-hash dedup implementation
+- Feature flags with kill switches (`PipelineV2Config`)
+- Entity graph schema with proper entity types
+- 102 tests passing
+
+Team Structure Established
+- Parallel agent delegation used successfully
+- Schema-agent, db-accessor-agent, config-test-agent working in sequence
+- Integration pass handling remaining wiring
 
 Technical Notes
 
-   Git Tools: `git filter-repo` is being utilized for the license migration. It allows rewriting file contents without corrupting git history or authorship metadata.
-   Rsync Flags: Using `-az` (archive mode with compression) for the iMessage sync refactor.
-   Signet Architecture: Skills are located in `~/.agents/skills/`. CLI commands should target the installed CLI skills rather than API hooks for recall/remember actions.
-   Bun Runtime: Dashboard skills installer fix involves replacing `execSync("which bunx")` with `Bun.which()`.
+Database Schema:
+- `memory_jobs` table: stores job queue entries
+- `memory_history` table: stores shadow extraction logs/proposals
+- Feature flags: `PIPELINE_FLAGS` in `memory-config.ts`
+
+Key Interfaces:
+- `ExtractionResult`: structured facts + entities output
+- `DecisionEngine`: retrieve top-K candidates, confidence scoring
+- `SignetLifecycle` connectors pattern maintained
+
+Tooling:
+- Database access via singleton accessor
+- Transaction wrappers for write operations
+- Content hashing for deduplication
+- Vector search integration for candidate retrieval
+
+Code Standards:
+- Self-explanatory code with "why" comments
+- Max 700 LOC per file, max 3 indentation levels
+- Test in browser (not lazy)
 
 Rules & Warnings
 
-   File Locations: Skills and configuration files are located in `~/.agents/`, not `~/.local/share` or other standard locations.
-   Forensic Footprint: When running remote scripts, prefer direct `rsync` calls over temporary bash scripts to minimize shell history and system logs.
-   Bun API: Always use `Bun.which()` instead of `execSync("which bunx")` when checking for binaries.
-   Design: Use the `frontend-design` skill when working on frontend components.
-   Voice Transcription: Voice message transcriptions are handled via `obsidian-ai`, configured to read from `~/Library/Mobile Documents/iCloud~md~obsidian/Documents/ai-transcripts`.
-   Signet CLI: `/recall` and `/remember` skills should invoke the `signet recall` and `signet remember` CLI commands, not the `/api/hook/...` endpoints.
+- Never delegate UI work to subagents (handle personally as Opus)
+- Prefer Sonnet/Haiku delegation when operating as Opus
+- Keep journal entries in memory database regularly
+- Signet agent profile at `~/.agents/`
+- Phase B work must be in new files (daemon.ts too large at 4511 LOC)
+- Test in browser, don't be lazy
+- Non-mutating semantics for shadow extraction phase

memory/debug.log

@@ -693,3 +693,5 @@ We are synthesizing a WORKING MEMORY document for Nicholai. Focus is on CURRENT
 2026-02-20T04:14:05.513548 [regenerate] starting regeneration
 2026-02-20T04:14:07.643865 [regenerate] found 477 transcripts, 50 memories
 2026-02-20T04:14:07.643984 [regenerate] trying model: glm-4.7-flash
+2026-02-20T04:14:21.259286 [regenerate] success with glm-4.7-flash (2737 chars)
+2026-02-20T04:14:21.259448 [regenerate] wrote 2774 chars to MEMORY.md