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
DeepCode is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
DeepCode
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
DeepCode
Best first install candidate based on install readiness and adoption.
Freshest repo
Sotopia
Most recent maintenance signal among this shortlist.
| Signal | LLM Agents Papers A repo lists papers related to LLM based agent | DeepCode "DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)" | AgentBench A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24) | Sotopia Sotopia: an Open-ended Social Learning Environment (ICLR 2024 spotlight) |
|---|---|---|---|---|
| Quality | 82/100 Strong | 100/100 Excellent | 97/100 Excellent | 82/100 Strong |
| Decision verdict | 85/100 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. | 81/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 2.3K stars 0 installs | 16K stars 0 installs | 3.5K stars 0 installs | 312 stars 0 installs |
| Freshness | Jul 12, 2025 | May 18, 2026 | Feb 8, 2026 | Jun 5, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, LLM, Claude Code | Python, LLM, Claude Code | Python, LLM, Claude Code, OpenAI Agents | Python, LLM, Claude Code |
| Warnings | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No major risk signals from current metadata | No OpenAgentSkill engagement data yet |
| 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 · builders willing to evaluate younger projects |
| 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 | 2 views 0 install copies | 0 views 0 install copies | 2 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add AGI-Edgerunners/LLM-Agents-Papers | $ npx skills add HKUDS/DeepCode | $ npx skills add THUDM/AgentBench | $ npx skills add sotopia-lab/sotopia |