Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
AutoGPT is the strongest overall pick here because it has a 100/100 readiness score and fits Workflow automation.
Strongest overall
AutoGPT
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
AutoGPT
Best first install candidate based on install readiness and adoption.
Freshest repo
Agno
Most recent maintenance signal among this shortlist.
| Signal | CGraph 【A common used C++ & Python DAG framework】 一个通用的、无三方依赖的、跨平台的、收录于awesome-cpp的、基于流图的并行计算框架。欢迎star & fork & 交流 | Firecrawl The API to search, scrape, and interact with the web at scale. 🔥 | Agno Build, run, and manage agent platforms. | AutoGPT Build and run autonomous AI agents for open-ended tasks |
|---|---|---|---|---|
| Quality | 99/100 Excellent | 100/100 Excellent | 100/100 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 | 2.3K stars Verified outcomes are shown on each skill page | 139K stars Verified outcomes are shown on each skill page | 42K stars Verified outcomes are shown on each skill page | 186K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 13, 2026 | Jun 26, 2026 | Aug 10, 2026 | Jul 19, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | C++, AI Agents, Claude Code | TypeScript, AI Agents, Claude Code | Python, AI Agents, Claude Code | AutoGPT, Python, LLM, Claude Code, OpenAI Agents |
| Warnings | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | Workflow 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 | 8 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add ChunelFeng/CGraph | $ npx skills add firecrawl/firecrawl | $ npx skills add agno-agi/agno | $ npx skills add Significant-Gravitas/AutoGPT |