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memory/2026-02-23-documentation-audit-team-embedding-repair-endpoint.md

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+# 2026-02-23 Session Notes
+
+## Documentation Audit Team - Embedding & Repair Endpoints
+
+Worker-b was assigned tasks #3 and #4 by the team lead to update API and CLI documentation for new embedding and repair functionality.
+
+**Task #3: API.md Endpoints** — Add three new API endpoint sections:
+- `GET /api/embeddings/projection` — Server-side UMAP dimensionality reduction returning cached 2D/3D projections. Includes `dimensions` query parameter and polling support (202 Accepted when computing).
+- `GET /api/repair/embedding-gaps` — Returns count of unembedded memories and coverage percentage.
+- `POST /api/repair/re-embed` — Batch re-embed endpoint with `batchSize` and `dryRun` options. Rate-limited.
+
+**Task #4: CLI.md Commands** — Add new `signet embed` command documentation with subcommands (`backfill`, `gaps`) and options (`--batch-size`, `--dry-run`). Also document service installation scripts for systemd/launchd.
+
+Worker-b claimed task #3 and began reading API.md to locate insertion points. Session encountered an API overload error but work was initiated.
+
+**Team Context** — Part of broader docs-audit team with 7 pending tasks covering DIAGNOSTICS.md, DASHBOARD.md, ARCHITECTURE.md, PIPELINE.md, and TRAY.md creation.