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
Paper Deep Reader Skill is the strongest overall pick here because it has a 70/100 readiness score and fits Research agents.
Strongest overall
Paper Deep Reader Skill
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
Paper Deep Reader Skill
Best first install candidate based on install readiness and adoption.
Freshest repo
Paper Deep Reader Skill
Most recent maintenance signal among this shortlist.
| Signal | Paper Deep Reader Skill A source-grounded paper deep-reading agent skill with domain lenses, evidence audits, and adaptable delivery modes for cross-disciplinary research. |
|---|---|
| Quality | 71/100 Strong |
| Decision verdict | 70/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 19 stars Verified outcomes are shown on each skill page |
| Freshness | Aug 15, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, Claude Code |
| Warnings | Low GitHub adoption signal · No OpenAgentSkill engagement data yet |
| Best for | Research agents workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add Linwei-Chen/paper-deep-reader-skill |