Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Opencode
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Opencode
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. | Opencode The open source coding agent. | Openinterpreter A lightweight coding agent for open models like Deepseek, Kimi, and Qwen | Multica The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills. |
|---|---|---|---|---|
| Quality | 79/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 78/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 154 stars 0 installs | 175K stars 0 installs | 64K stars 0 installs |
| 37K stars 0 installs |
| Freshness | Jul 14, 2026 | Jun 16, 2026 | Jun 15, 2026 | Jun 16, 2026 |
| Use-case fit |
| Stack fit |
| Platform hints | Python, Coding Agent, Claude Code | TypeScript, Coding Agent, Claude Code | Rust, Coding Agent, Claude Code | Go, Coding Agent, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents 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 | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add ai4s-research/ai4s-skills | $ npx skills add anomalyco/opencode | $ npx skills add openinterpreter/openinterpreter | $ npx skills add multica-ai/multica |