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

AutoGPT

Most recent maintenance signal among this shortlist.

SignalEdsl

Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs.

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
81/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
80/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

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.

Adoption471 stars
0 installs
186K stars
0 installs
141K stars
0 installs
139K stars
0 installs
FreshnessJun 25, 2026Jul 19, 2026Jul 1, 2026Jun 26, 2026
Use-case fit
Workflow fit
Platform hintsPython, LLM, Claude CodeAutoGPT, Python, LLM, Claude Code, OpenAI AgentsPython, AI Agents, Claude Code, OpenAI AgentsTypeScript, AI Agents, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projectsWorkflow automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsWeb scraping 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 expectedparrot/edsl
$ npx skills add Significant-Gravitas/AutoGPT
$ npx skills add langchain-ai/langchain
$ npx skills add firecrawl/firecrawl