{"id":21619,"plugin_id":"plugins_6aae54a259ac8191b56161d366fb6e51","kind":"skill","collection_source":null,"comparison_source":null,"observed_at":"2026-09-30T23:17:00.419Z","digest":"93ff191b69d3c489faa43337c007ebc3a238249e5d9aca7b4c4f6d0b01d33595","against":null,"payload":{"description":"Audit, fix or verify vector embedding/schema compatibility, tenant filters, upserts/deletes, ANN recall, reindex migration and degraded retrieval.","included_files":[{"relative_path":"agents/openai.yaml","size_in_bytes":207},{"relative_path":"references/vector-databases-audit.md","size_in_bytes":2852},{"relative_path":"references/vector-databases-polish.md","size_in_bytes":1551},{"relative_path":"references/vector-recall-degradation-check.md","size_in_bytes":1000}],"name":"vibe-vectors","skill_md_contents":"---\nname: vibe-vectors\ndescription: \"Audit, fix or verify vector embedding/schema compatibility, tenant filters, upserts/deletes, ANN recall, reindex migration and degraded retrieval.\"\n---\n\n# Vector databases\n\nRead [the shared workflow](../../references/workflow.md) once per task, then the one recipe matching the requested operation and boundary. Do not load every recipe. The user's request controls scope and whether edits are allowed.\n\n## Recipes\n\n| Recipe | Operation |\n|---|---|\n| [Vector Databases Audit](references/vector-databases-audit.md) | audit |\n| [Vector Databases Polish](references/vector-databases-polish.md) | implement |\n| [Vector Recall & Degradation Check](references/vector-recall-degradation-check.md) | check |\n\nFor an explicit multi-stage request, follow the necessary stages without discarding requested work. For a single stage, deliver that result and stop. Use [the catalog](../../references/catalog.md) only if the requested boundary belongs elsewhere.\n"},"changes":[],"summary":"First saved snapshot. No earlier version is available for comparison.","summary_kind":"deterministic","summary_metadata":{}}