retrieval-stinger
Designs and audits retrieval: full-text search, pgvector recall, hybrid RRF fusion, reranking, chunking, recall quality eval. Use when tuning recall or a search query misses.
- License
- AGPL-3.0-or-later
Pinned to revision 4415691ad3b9, so it is the text this page describes rather than whatever the author pushed since.
Files
- skills/retrieval-stinger/SKILL.md
- skills/retrieval-stinger/examples/01-hybrid-recall-query.md
- skills/retrieval-stinger/examples/02-tune-hybrid-weights.md
- skills/retrieval-stinger/examples/03-trace-recall-miss-bm25-fallback.md
- skills/retrieval-stinger/examples/04-skillify-gate-walkthrough.md
- skills/retrieval-stinger/examples/05-inspect-codebase-graph-chunk.md
- skills/retrieval-stinger/guides/00-principles.md
- skills/retrieval-stinger/guides/deeplake-01-recall-pipeline.md
- skills/retrieval-stinger/guides/deeplake-02-hybrid-search.md
- skills/retrieval-stinger/guides/deeplake-03-bm25-fallback.md
- skills/retrieval-stinger/guides/deeplake-04-embeddings-integration.md
- skills/retrieval-stinger/guides/deeplake-05-semantic-vs-lexical.md
- skills/retrieval-stinger/guides/deeplake-06-fast-path-grep-direct.md
- skills/retrieval-stinger/guides/deeplake-07-treesitter-chunking.md
- skills/retrieval-stinger/guides/deeplake-08-recall-quality-eval.md
- skills/retrieval-stinger/guides/deeplake-09-common-failure-modes.md
- skills/retrieval-stinger/guides/postgres-01-full-text-search.md
- skills/retrieval-stinger/guides/postgres-02-pgvector-recall.md
- skills/retrieval-stinger/guides/postgres-03-rrf-fusion.md
- skills/retrieval-stinger/guides/postgres-04-reranking.md
- skills/retrieval-stinger/guides/postgres-05-chunking-strategy.md
- skills/retrieval-stinger/guides/postgres-06-recall-quality-eval.md
- skills/retrieval-stinger/guides/skillify-01-codify.md
- skills/retrieval-stinger/guides/skillify-02-propagation.md
- skills/retrieval-stinger/guides/skillify-03-scope-and-privacy.md
- skills/retrieval-stinger/references/README.md
- skills/retrieval-stinger/references/bm25-lexical-recall.md
- skills/retrieval-stinger/references/codebase-graph-extraction.md
- skills/retrieval-stinger/references/deeplake-cosine-search.md
- skills/retrieval-stinger/references/hybrid-weighting.md
- skills/retrieval-stinger/references/nomic-embed-model.md
- skills/retrieval-stinger/references/recall-quality-eval.md
- skills/retrieval-stinger/references/research/distilled-retrieval.md
- skills/retrieval-stinger/references/skillify-gate-rationale.md
- skills/retrieval-stinger/reports/README.md
- skills/retrieval-stinger/reports/audit-template.md
- skills/retrieval-stinger/scripts/README.md
- skills/retrieval-stinger/scripts/bm25-vs-semantic.ts
- skills/retrieval-stinger/scripts/daemon-health.ts
- skills/retrieval-stinger/scripts/embedding-coverage.ts
- skills/retrieval-stinger/scripts/recall-precision.ts
- skills/retrieval-stinger/templates/codebase-graph-chunk.ts
- skills/retrieval-stinger/templates/embeddings-daemon-config.md
- skills/retrieval-stinger/templates/hybrid-weight-worksheet.md
- skills/retrieval-stinger/templates/memory-row.ts
- skills/retrieval-stinger/templates/recall-eval-harness.ts
- skills/retrieval-stinger/templates/recall-quality-audit.md
- skills/retrieval-stinger/templates/recall-query.sql
- skills/retrieval-stinger/templates/recall-trace-report.md
- skills/retrieval-stinger/templates/session-row.ts
- skills/retrieval-stinger/templates/skillify-gate-rubric.md
Every link opens the file at its source, pinned to the revision this page describes.