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
Open Research ANA is the strongest overall pick here because it has a 71/100 readiness score and fits RAG and knowledge.
Strongest overall
Open Research ANA
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
Open Research ANA
Best first install candidate based on install readiness and adoption.
Freshest repo
Open Research ANA
Most recent maintenance signal among this shortlist.
| Signal | Open Research ANA 🤖 An open-source, AI agent-native research canvas application that performs real-time search with HITL (Human in The Loop) capabilities, powered by CopilotKit, Tavily and LangGraph |
|---|---|
| Quality | 72/100 Strong |
| Decision verdict | 71/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 390 stars Verified outcomes are shown on each skill page |
| Freshness | Jun 20, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | TypeScript, Chatbot, Claude Code, OpenAI Agents |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add CopilotKit/open-research-ANA |