Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 1 skill

Use this as a shortlist, then open the skill detail page before adopting.

Decision summary

Strongest overall

qdrant-edge

Prototype with this skill first; keep a fallback candidate ready.

Fastest prototype

qdrant-edge

Best first install candidate based on install readiness and adoption.

Freshest repo

qdrant-edge

Most recent maintenance signal among this shortlist.

Signal	qdrant-edge Guides building on Qdrant Edge, the embedded in-process shard. Use when someone asks 'how to sync Edge with the server', 'keep a local shard in sync with Qdrant Cloud', 'BM25 or keyword search on Edge', 'hybrid search on Edge', 'embeddings on device', 'Edge snapshots', 'apply a partial snapshot', 'why is my Edge search empty after inserts', or is writing custom sync, BM25, or fusion code against qdrant-edge. Also use when deciding what Edge ships built-in versus what you must implement.
Quality	70/100 Strong
Decision verdict	69/100 Prototype first Prototype with this skill first; keep a fallback candidate ready.
Adoption	230 stars Verified outcomes are shown on each skill page
Freshness	Sep 2, 2026
Use-case fit	RAG and knowledge Document processing Local desktop
Workflow fit	RAG knowledge base Browser QA agent
Platform hints	Claude Code
Warnings	No OpenAgentSkill engagement data yet
Best for	RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects