Named Tool Authority Embedding Slice Handoff
A small but important source-authoritative layer for workplace tools, embedded without promoting noisy labels or raw donor rows.
AINA now has a controlled named-tool layer for systems like Salesforce, Workday, Dayforce, Google Analytics, Google Search Console, Ahrefs, HubSpot, and SAP-context candidates. This is not learner proficiency and not a raw import of the old 26,813-row registry; it is a clean derived receipt with explicit blockers.
01 - What Changed
The Tool Layer Is Now A Governed Source Family
| Surface | Result |
|---|---|
| Command | named-tool-source-authority |
| Source family | named_tool_authority |
| Authority rows | 21 target rows; 20 eligible and embedded. |
| Blocked row | Oracle stays blocked until product-specific context exists. |
| Blocked skill signals | aws, git, sql. |
| Vector total | 6,506 Gemini Embedding 2 vectors. |
| Boundary | Runtime embedding authority, public runtime, real-user data, external writes, and production telemetry remain off. |
02 - Proof
The Live Slice Passed The Ladder
| Gate | Proof |
|---|---|
| Source authority | named_tool_source_authority_v1 passed with no failed checks. |
| Eligibility | 20 rows are now already_embedded; repair queue is empty. |
| Semantic QA | 20/20 pass; 0 raw JD key hits; 0 legacy review-gate hits. |
| Live Gemini | embedded_new_count=20, failed_count=0. |
| AIN-510 | promotion_ready, matched_chunk_vector_count=6506, stale_vector_count=0. |
| Reconciliation | base_chunk_count=294671, combined_chunk_count=322515, linkedin_jobs=129165. |
Bulk Parquet, vectors, DuckDB files, and batch manifests remain ignored. The tracked surface is the durable receipt layer.
03 - Resume
Exact Commands
cd /srv/aina/aina-data-engine-room git status --short --branch git log -5 --oneline uv run aina-data-engine --root /srv/aina/aina-data-engine-room named-tool-source-authority uv run aina-data-engine --root /srv/aina/aina-data-engine-room ain-510-retrieval-promotion-gate uv run aina-data-engine --root /srv/aina/aina-data-engine-room production-chunk-vector-reconciliation uv run aina-data-engine --root /srv/aina/aina-data-engine-room validate