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

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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.

SignalWorldGUI

Enable AI to control your PC. This repo includes the WorldGUI Benchmark and GUI-Thinker Agent Framework.

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
42/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
32/100
Needs manual review

Do a manual repository review before adding this to an agent workflow.

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.

Adoption124 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
FreshnessJul 27, 2025Jun 26, 2026Aug 10, 2026Jul 19, 2026
Use-case fit
Local desktopCoding 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
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forLocal desktop 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 require actively maintained dependencies · production agents without a repository 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
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Install
$ npx skills add showlab/WorldGUI
$ npx skills add firecrawl/firecrawl
$ npx skills add agno-agi/agno
$ npx skills add Significant-Gravitas/AutoGPT