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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

PentestGPT is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

PentestGPT

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

PentestGPT

Best first install candidate based on install readiness and adoption.

Freshest repo

PentestGPT

Most recent maintenance signal among this shortlist.

SignalLocAgent

[ACL 2025] Graph-guided agentic framework for code localization https://arxiv.org/abs/2503.09089

PentestGPT

Automated Penetration Testing Agentic Framework Powered by Large Language Models

Webwright

A simple SWE style browser agent framework that achieves SOTA results on long horizon web tasks.

AutoAgent

"AutoAgent: Fully-Automated and Zero-Code LLM Agent Framework"

Quality
67/100
Promising
100/100
Excellent
100/100
Excellent
93/100
Excellent
Decision verdict
69/100
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.

97/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption613 stars
0 installs
14K stars
0 installs
5.5K stars
0 installs
9.4K stars
0 installs
FreshnessAug 17, 2025Jun 7, 2026Jun 3, 2026Oct 16, 2025
Use-case fit
Coding agentsLocal desktopRAG and knowledge
Coding agentsRAG and knowledgeBrowser automation
Coding agentsBrowser automationWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Stack fit
Coding review agentContent growth agent
Coding review agentContent growth agent
Coding review agentContent growth agent
Coding review agentContent growth agent
Platform hintsPython, LLM, Claude CodePython, LLM, Claude CodePython, LLM, Claude Code, Browser agentsPython, LLM, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadata
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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
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Install
$ npx skills add gersteinlab/LocAgent
$ npx skills add GreyDGL/PentestGPT
$ npx skills add microsoft/Webwright
$ npx skills add HKUDS/AutoAgent