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

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Decision summary

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

Strongest overall

Opencode

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

Fastest prototype

Opencode

Best first install candidate based on install readiness and adoption.

Freshest repo

Finn Loop

Most recent maintenance signal among this shortlist.

SignalFinn Loop

A set of three Claude Code skills that automate specification, building, and review of code via Linear and GitHub, with human gating on merges.

Beads

Beads - A memory upgrade for your coding agent

Frontend Slides

Create beautiful slides on the web using a coding agent's frontend skills

Opencode

The open source coding agent.

Quality
89/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
88/100
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.

Adoption104 stars
Verified outcomes are shown on each skill page
25K stars
Verified outcomes are shown on each skill page
22K stars
Verified outcomes are shown on each skill page
175K stars
Verified outcomes are shown on each skill page
FreshnessJul 23, 2026Jun 16, 2026Jun 13, 2026Jun 16, 2026
Use-case fit
GitHub automationCoding agentsResearch agents
Coding agentsRAG and knowledgeWorkflow automation
Presentation generationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
Workflow fit
Coding review agentResearch report agent
Coding review agentContent growth agent
Coding review agentContent growth agent
Coding review agentContent growth agent
Platform hintsJavaScript, Claude CodeGo, Coding Agent, Claude CodeJavaScript, Coding Agent, Claude CodeTypeScript, Coding Agent, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · builders willing to evaluate younger projectsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsPresentation generation 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 finna/Finn-loop
$ npx skills add gastownhall/beads
$ npx skills add zarazhangrui/frontend-slides
$ npx skills add anomalyco/opencode