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.

Decision summary

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

Mainline

Most recent maintenance signal among this shortlist.

Signal	Mainline Git-native memory for coding agents. Repo memory before the diff.	Cmux Ghostty-based macOS terminal with vertical tabs and notifications for AI coding agents	Beads Beads - A memory upgrade for your coding agent	Humanlayer The best way to get AI coding agents to solve hard problems in complex codebases.
Quality	68/100 Promising	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	67/100 Prototype first Prototype with this skill first; keep a fallback candidate ready.	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	164 stars Verified outcomes are shown on each skill page	22K stars Verified outcomes are shown on each skill page	25K stars Verified outcomes are shown on each skill page