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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

Anda

Most recent maintenance signal among this shortlist.

SignalArbiter

Multi-agent framework for design, simulation, and auditing.

Anda

🤖 An AI agent framework built with Rust.

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.

Quality
86/100
Excellent
84/100
Strong
100/100
Excellent
100/100
Excellent
Decision verdict
98/100
Production-ready

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

83/100
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.

Adoption744 stars
0 installs
434 stars
0 installs
14K stars
0 installs
5.5K stars
0 installs
FreshnessJun 3, 2026Jun 17, 2026Jun 7, 2026Jun 3, 2026
Use-case fit
Coding agentsSports analyticsGitHub automation
Coding agentsRAG and knowledgeBrowser automation
Coding agentsRAG and knowledgeBrowser automation
Coding agentsBrowser automationWorkflow automation
Stack fit
Coding review agentContent growth agent
Content growth agentCoding review agent
Coding review agentContent growth agent
Coding review agentContent growth agent
Platform hintsRust, LLM, Claude CodeRust, LLM, Claude CodePython, LLM, Claude CodePython, LLM, Claude Code, Browser agents
WarningsNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · builders willing to evaluate younger projectsCoding 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 harnesslabs/arbiter
$ npx skills add ldclabs/anda
$ npx skills add GreyDGL/PentestGPT
$ npx skills add microsoft/Webwright