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
Deep Searcher is the strongest overall pick here because it has a 97/100 readiness score and fits RAG and knowledge.
Strongest overall
Deep Searcher
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Deep Searcher
Best first install candidate based on install readiness and adoption.
Freshest repo
Deep Searcher
Most recent maintenance signal among this shortlist.
| Signal | Deep Searcher Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python. |
|---|---|
| Quality | 92/100 Excellent |
| Decision verdict | 97/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 7.9K stars 0 installs |
| Freshness | Nov 19, 2025 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, RAG, Claude Code |
| Warnings | No major risk signals from current metadata |
| Best for | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 3 views 0 install copies |
| Install | $ npx skills add zilliztech/deep-searcher |