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
Ai4s Skills is the strongest overall pick here because it has a 78/100 readiness score and fits Coding agents.
Strongest overall
Ai4s Skills
Shortlist this skill and compare it with close alternatives before production adoption.
Fastest prototype
Ai4s Skills
Best first install candidate based on install readiness and adoption.
Freshest repo
Ai4s Skills
Most recent maintenance signal among this shortlist.
| Signal | Ai4s Skills Open-source agent skills for AI for Science: topic exploration, literature survey, experiments, paper writing, and integrity audit — driven by any coding agent. |
|---|---|
| Quality | 79/100 Strong |
| Decision verdict | 78/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 154 stars 0 installs |
| Freshness | Jul 14, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, Coding Agent, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | Coding agents 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 ai4s-research/ai4s-skills |