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Nicholai Vogel 2026-02-22 04:10:50 -07:00
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.daemon/logs/signet-2026-02-22.log
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<!-- generated 2026-02-21 04:11 -->
<!-- generated 2026-02-22 04:10 -->
Current Context
Actively implementing the Signet memory pipeline (Phase D) - focusing on explicit mutation APIs and end-to-end testing with concurrent sessions. The daemon's memory system is transitioning from shadow writes to controlled writes with proper safety gates.
The current focus is on optimizing the Signet daemon's embedding processing pipeline by migrating UMAP dimensionality reduction from the client-side browser to the server-side daemon, and ensuring the openclaw application maintains a healthy port configuration.
Active Projects
Signet Memory Pipeline - Phase D
Location: `packages/daemon/src/transactions.ts`, `packages/daemon/src/daemon.ts`, `docs/wip/memory-pipeline-plan.md`
- Status: Just completed D1 (mutation APIs), ready to start D2 (optimistic concurrency + policy guards)
- Next steps: Implement D2/D3 from spec section 14.5-14.8, add full integration tests
- Current state: Handlers and transaction closures for `PATCH /api/memory/:id`, `DELETE /api/memory/:id`, `POST /api/memory/forget`, `POST /api/memory/modify` are in place. Need to add optimistic concurrency and policy validation.
UMAP Server-Side Migration
Location: `/home/nicholai/signet/signetai` (Bun monorepo)
Status: Parallelization underway. Backend worker is processing tasks #1-4 (Migration creation, Projection module, API endpoint registration, Cache invalidation hooks). Frontend worker has completed rewriting the dashboard client to use the new server projection API and removing `umap-js`.
Blockers: Waiting for backend worker completion of tasks #1-4 before final build/typecheck.
Next Steps: Backend worker must finish implementation; remove `umap-js` from dashboard `package.json`; run final build and typecheck.
UI Development
Location: Any frontend component work
- Status: In progress
- Critical rule: Never delegate UI work to subagents. Must be done directly by Opus, passing same image references provided by user. (See: [fact])
Qwen3-14B Model Setup
Location: Ollama / local model
- Status: Just configured with custom Modelfile for high-reasoning work
- Next steps: Integration with daemon or other services
Openclaw Port Configuration
Location: System level.
Status: Resolved. Port 8788 conflict between `workerd` and the `nextcloud-talk` plugin has been fixed.
Next Steps: Monitor application health.
Recent Work
Feb 21, 2026:
- Completed Phase C of memory pipeline - dual-mode worker (shadow vs controlled-write), minFactConfidenceForWrite config, extended decision outputs with fact context
- Implemented D1 mutation APIs with thin Hono handlers calling pure DB transaction closures
- Validated txIngestEnvelope writes all v2 memory columns (normalized_content, is_deleted, extraction_status, embedding_model, extraction_model)
- Set up Ollama model `teichai-qwen3-14b` for local inference
Key decisions:
- Keep mutation logic in pure DB transaction closures (`txModifyMemory`, `txForgetMemory`, etc.) - handlers are thin validators
- Transaction boundaries must be respected - no provider calls in transaction closures
- Use normalized/hash-derived content for consistent embeddings
- Maintain audit trail via `reason` and `if_version` fields
Problems solved:
- Fixed v2 column population in txIngestEnvelope - both daemon remember path and pipeline derived-memory path now populate metadata correctly
- Established safety gates pattern with `applyPhaseCWrites` pure DB closure
UMAP Performance Optimization: Successfully decomposed the migration task into parallelized sub-tasks. The migration file `010-umap-cache.ts` has been created and registered. The daemon endpoint `GET /api/embeddings/projection` is being implemented. Cache invalidation hooks are being added to `syncVecInsert` and related vector operations in `db-helpers.ts`.
Dashboard Client Rewrite: The dashboard `api.ts` has been updated to fetch projection coordinates from the daemon instead of running UMAP locally. The `umap-js` package has been removed from `packages/cli/dashboard/package.json`.
Technical Notes
Codebase:
- Go/TypeScript daemon with SQLite database
- Transaction system: `transactions.ts` contains closures like `txIngestEnvelope`, `txApplyDecision`, `txModifyMemory`
- Hono for HTTP routing with thin handlers delegating to transaction closures
Database Schema:
- Memory table has v2 columns: `normalized_content`, `is_deleted`, `extraction_status`, `embedding_model`, `extraction_model`
- IngestEnvelope struct has optional fields for different metadata sources
- Concurrency via `if_version` field and optimistic locking
Models:
- Qwen3-14B-Claude-4.5-Opus-High-Reasoning-Distill (Q8_0 quant, 15.7GB) via Ollama
- Custom Modelfile with system prompt and tool definitions
Testing:
- Integration tests for mutation APIs, audit trail, and recovery semantics needed
- End-to-end pipeline validation completed for Phase C
Code Standards: Strict TypeScript discipline: no `any` types, no `as` assertions (use typed variables), explicit return types on all exports.
Monorepo Structure: Bun-based monorepo located at `/home/nicholai/signet/signetai`.
Cache Invalidation: The `syncVecInsert` function in `db-helpers.ts` requires specific cache invalidation hooks to be added.
Timeline Aggregation: The daemon processes `memory_history`, `memories`, and `connectors` tables with ISO timestamps.
Signet Agent Profile: Confirmed location is `~/.agents/`.
Rules & Warnings
- UI Work Rule: Never delegate UI/frontend work to subagents. Must be handled directly by the current model (Opus) passing identical image references as provided by user. This is critical for maintaining context and fidelity.
- Architecture: Keep transaction closures pure (no async, no provider calls). Handlers validate and call closures.
- Phase Order: Follow spec order - D1 (mutation APIs) → D2 (concurrency/policy) → D3 (integration tests).
- Safety Gates: minFactConfidenceForWrite must be respected in all write paths.
- Content Normalization: Use normalized/hash-derived content for consistent embeddings across different sources.
- Audit Trail: Always include `reason` and `if_version` fields in mutation operations.
UI Image Handling: For any frontend image rendering or design tasks, Opus must handle the image context directly. Never delegate UI image work to subagents.
Database Safety: Never delete from the production database without a backup.
Refactoring Limits: Adhere to strict file size (max 700 LOC) and indentation (max 3 levels) constraints.
Logging: Keep journal entries updated in the memory database regularly.
- Agent Locations: The Signet agent profile resides at `~/.agents/`.

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@ -703,3 +703,5 @@ We are synthesizing a WORKING MEMORY document for Nicholai. Focus is on CURRENT
2026-02-22T04:10:06.019443 [regenerate] starting regeneration
2026-02-22T04:10:08.710724 [regenerate] found 452 transcripts, 50 memories
2026-02-22T04:10:08.710838 [regenerate] trying model: glm-4.7-flash
2026-02-22T04:10:45.473163 [regenerate] success with glm-4.7-flash (2794 chars)
2026-02-22T04:10:45.473410 [regenerate] wrote 2831 chars to MEMORY.md