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
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
Langchain
Most recent maintenance signal among this shortlist.
| Signal | OpenBiliClaw OpenBiliClaw 是纯本地、私有、开源的自进化跨平台内容发现 Agent：从跨平台使用、项目反馈与对话中持续深化心理画像，带着对你的理解主动去 B 站、小红书、抖音、YouTube 等来源找内容 / Fully local, private, open-source, self-improving discovery agent that learns from usage, feedback, and dialogue to find content across Bilibili, Xiaohongshu, Douyin, YouTube, and more. | AutoGPT Build and run autonomous AI agents for open-ended tasks | Langchain The agent engineering platform. | Firecrawl The API to search, scrape, and interact with the web at scale. 🔥 |
|---|---|---|---|---|
| Quality | 85/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 96/100 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 | 646 stars 0 installs | 185K stars 0 installs | 139K stars 0 installs | 132K stars 0 installs |
| Freshness | Jun 7, 2026 | Jun 11, 2026 | Jun 14, 2026 | Jun 12, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, AI Agents, Claude Code, Browser agents | AutoGPT, Python, LLM, Claude Code, OpenAI Agents | Python, AI Agents, Claude Code, OpenAI Agents | TypeScript, AI Agents, 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 | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Web scraping 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 whiteguo233/OpenBiliClaw | $ npx skills add Significant-Gravitas/AutoGPT | $ npx skills add langchain-ai/langchain | $ npx skills add firecrawl/firecrawl |