030104-lancedb-hybrid — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited 030104-lancedb-hybrid (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Advanced search patterns combining vector and text search, multi-embedding late interaction models (ColBERT), and metadata filtering.
vector search + FTS → RRF fusion → reranked resultsconst results = await table.search("query")
.vector(queryVector)
.text("search terms")
.reranker(new RRFReranker(100))
.toArray()| Approach | When | Performance |
|---|---|---|
| Pre-filter | Before ANN | Fast with scalar indexes |
| Post-filter | After ANN | May lose results |
| Push-down | SQL pushdown | Most efficient |
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.