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

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

Strongest overall

CrewAI

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

Fastest prototype

CrewAI

Best first install candidate based on install readiness and adoption.

Freshest repo

CrewAI

Most recent maintenance signal among this shortlist.

SignalForkd

Fork() for AI agent microVMs. Spawn 100 children in ~100ms from a warm parent; BRANCH a live VM in ~150ms. KVM-isolated, snapshot CoW.

Chroma

Search infrastructure for AI

Vibe Kanban

Get 10X more out of Claude Code, Codex or any coding agent

CrewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Quality
86/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
97/100
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.

Adoption2.7K stars
Verified outcomes are shown on each skill page
28K stars
Verified outcomes are shown on each skill page
27K stars
Verified outcomes are shown on each skill page
56K stars
Verified outcomes are shown on each skill page
FreshnessJul 9, 2026Jun 19, 2026Apr 24, 2026Jul 18, 2026
Use-case fit
Workflow fit
Platform hintsRust, AI Agents, Claude CodeRust, AI Agents, Claude CodeRust, AI Agents, Claude Code, OpenAI AgentsPython, 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
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Install
$ npx skills add deeplethe/forkd
$ npx skills add chroma-core/chroma
$ npx skills add BloopAI/vibe-kanban
$ npx skills add crewAIInc/crewAI