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

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

Strongest overall

Beads

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

Fastest prototype

Beads

Best first install candidate based on install readiness and adoption.

Freshest repo

Beads

Most recent maintenance signal among this shortlist.

Signal	SE Agent SE-Agent is a self-evolution framework for LLM Code agents. It enables trajectory-level evolution to exchange information across reasoning paths via Revision, Recombination, and Refinement, expanding the search space and escaping local optima. On SWE-bench Verified, it achieves SOTA performance	Beads Beads - A memory upgrade for your coding agent	Frontend Slides Create beautiful slides on the web using a coding agent's frontend skills	Cmux Ghostty-based macOS terminal with vertical tabs and notifications for AI coding agents
Quality	64/100 Promising	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	54/100 Needs manual review Do a manual repository review before adding this to an agent workflow.	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.
Adoption	280 stars 0 installs	25K stars 0 installs	22K stars 0 installs	22K stars 0 installs
Freshness	Sep 23, 2025	Jun 16, 2026	Jun 13, 2026	Jun 16, 2026
Use-case fit	Coding agents RAG and knowledge Browser automation	Coding agents RAG and knowledge Workflow automation	Presentation generation Coding agents RAG and knowledge	Coding agents RAG and knowledge Workflow automation
Stack fit	Coding review agent RAG knowledge base	Coding review agent Content growth agent	Coding review agent Content growth agent	Coding review agent Content growth agent
Platform hints	Python, Coding Agent, Claude Code	Go, Coding Agent, Claude Code	JavaScript, Coding Agent, Claude Code	Swift, Coding Agent, Claude Code, OpenAI Agents
Warnings	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet
Best for	Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	Presentation generation workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add JARVIS-Xs/SE-Agent`	`$ npx skills add gastownhall/beads`	`$ npx skills add zarazhangrui/frontend-slides`	`$ npx skills add manaflow-ai/cmux`