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 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Awesome Autoresearch is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Awesome Autoresearch
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Awesome Autoresearch
Best first install candidate based on install readiness and adoption.
Freshest repo
Agi
Most recent maintenance signal among this shortlist.
| Signal | Awesome Autoresearch Curated list of AutoResearch use cases with optimization traces and open source implementations | Awesome Autoresearch A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch. | Aideml AIDE: AI-Driven Exploration in the Space of Code. The machine Learning engineering agent that automates AI R&D. | Agi The first distributed AGI system. Thousands of autonomous AI agents collaboratively train models, share experiments via P2P gossip, and push breakthroughs here. Fully peer-to-peer. Join from your browser or CLI. |
|---|---|---|---|---|
| Quality | 87/100 Excellent | 100/100 Excellent | 97/100 Excellent | 100/100 Excellent |
| Decision verdict | 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 980 stars 0 installs | 2.2K stars 0 installs | 1.3K stars 0 installs | 1.9K stars 0 installs |
| Freshness | Jun 2, 2026 | May 28, 2026 | May 2, 2026 | Jun 12, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | AI Agents, Claude Code | AI Agents, Claude Code | Python, AI Agents, Claude Code | AI Agents, Claude Code, Browser agents |
| Warnings | No major risk signals from current metadata | No major risk signals from current metadata | No major risk signals from current metadata | No major risk signals from current metadata |
| Best for | 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 | GitHub automation 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 | 1 views 0 install copies | 1 views 0 install copies | 1 views 0 install copies | 2 views 0 install copies |
| Install | $ npx skills add WecoAI/awesome-autoresearch | $ npx skills add alvinreal/awesome-autoresearch | $ npx skills add WecoAI/aideml | $ npx skills add hyperspaceai/agi |