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
Mirascope
Most recent maintenance signal among this shortlist.
| Signal | Mirascope The LLM Anti-Framework | AgentBench A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24) | DeepCode "DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)" | AIlice AIlice is a fully autonomous, general-purpose AI agent. |
|---|---|---|---|---|
| Quality | 97/100 Excellent | 97/100 Excellent | 100/100 Excellent | 85/100 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. | 87/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 1.5K stars 0 installs | 3.5K stars 0 installs | 16K stars 0 installs | 1.4K stars 0 installs |
| Freshness | Jun 15, 2026 | Feb 8, 2026 | May 18, 2026 | Aug 18, 2025 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, LLM, Claude Code | Python, LLM, Claude Code, OpenAI Agents | Python, LLM, Claude Code | Python, LLM, Claude Code |
| Warnings | No major risk signals from current metadata | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | GitHub automation 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 | 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 | 2 views 0 install copies | 2 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add Mirascope/mirascope | $ npx skills add THUDM/AgentBench | $ npx skills add HKUDS/DeepCode | $ npx skills add myshell-ai/AIlice |