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.

Add more skills

Decision summary

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

Strongest overall

Chroma

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

Fastest prototype

Chroma

Best first install candidate based on install readiness and adoption.

Freshest repo

Flue

Most recent maintenance signal among this shortlist.

SignalArbiter

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

PentestGPT

Automated Penetration Testing Agentic Framework Powered by Large Language Models

Flue

The sandbox agent framework.

Chroma

Search infrastructure for AI

Quality
80/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
91/100
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.

100/100
Production-ready

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

Adoption744 stars
Verified outcomes are shown on each skill page
14K stars
Verified outcomes are shown on each skill page
7.5K stars
Verified outcomes are shown on each skill page
28K stars
Verified outcomes are shown on each skill page
FreshnessJun 3, 2026Jun 7, 2026Jul 24, 2026Jun 19, 2026
Use-case fit
Coding agentsSports analyticsGitHub automation
Coding agentsRAG and knowledgeBrowser automation
Coding agentsSports analyticsGitHub automation
Coding agentsRAG and knowledgeSports analytics
Workflow fit
Coding review agentContent growth agent
Coding review agentContent growth agent
Coding review agentContent growth agent
Coding review agentRAG knowledge base
Platform hintsRust, LLM, Claude CodePython, LLM, Claude CodeTypeScript, LLM, Claude CodeRust, AI Agents, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo 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 · 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
OpenAgentSkill engagement0 views
0 install copies
0 views
0 install copies
0 views
0 install copies
0 views
0 install copies
Install
$ npx skills add harnesslabs/arbiter
$ npx skills add GreyDGL/PentestGPT
$ npx skills add withastro/flue
$ npx skills add chroma-core/chroma