lance
lance is a RAG & retrieval skill for AI agents, published by gordonmurray in the data-engineering-skills repository on GitHub. Skillspace rates lance D (68/100) and it passed the safety scan; the rating is based on static analysis only.
Lance columnar data format and LanceDB expertise for ML/AI workloads, vector search, embeddings, multimodal datasets, and .lance files. Use when the user mentions Lance, LanceDB, pylance, vector indexes, ANN search, IVF_PQ, IVF_HNSW_FLAT, HNSW, full-text search, dataset versioning, or migrating ML data from Parquet.
- Grade
- D
- Quality
- 68 / 100
- Safety
- Passed
- GitHub stars
- 31
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 100 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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