Star200+

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.

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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.

SignalChemGraph

Agentic framework for computational chemistry and materials science workflows

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
72/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
71/100
Prototype first

Prototype with this skill first; keep a fallback candidate ready.

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.

Adoption122 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
FreshnessJun 19, 2026Jun 26, 2026Aug 10, 2026Jul 19, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Web scrapingCoding agentsRAG and knowledge
Browser automationCoding agentsSports analytics
Workflow automationGitHub automationCoding agents
Workflow fit
Content growth agentCoding review agent
Web data pipelineCoding review agent
Browser QA agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, LLM, Claude CodeTypeScript, AI Agents, Claude CodePython, AI Agents, Claude CodeAutoGPT, Python, LLM, Claude Code, OpenAI Agents
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · builders willing to evaluate younger projectsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signalsWorkflow automation workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
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Install
$ npx skills add argonne-lcf/ChemGraph
$ npx skills add firecrawl/firecrawl
$ npx skills add agno-agi/agno
$ npx skills add Significant-Gravitas/AutoGPT