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 1 skill

Use this as a shortlist, then open the skill detail page before adopting.

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Decision summary

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

Strongest overall

autoskill

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

Fastest prototype

autoskill

Best first install candidate based on install readiness and adoption.

Freshest repo

autoskill

Most recent maintenance signal among this shortlist.

Signalautoskill

Observe the user's screen via screenpipe, detect repeated research workflows, match them against existing scientific-agent-skills, and draft new skills (or composition recipes that chain existing ones) for the patterns not yet covered. Use when the user asks to analyze their recent work and propose skills based on what they actually do. Requires the screenpipe daemon (https://github.com/screenpipe/screenpipe) running locally on port 3030 — the skill has no other data source and will refuse to run if screenpipe is unreachable. All detection runs locally; only redacted cluster summaries reach the LLM.

Quality
92/100
Excellent
Decision verdict
100/100
Production-ready

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

Adoption34K stars
Verified outcomes are shown on each skill page
FreshnessAug 20, 2026
Use-case fit
Workflow fit
Platform hintsClaude Code
WarningsThe skill depends on the screenpipe daemon and a SCREENPIPE_TOKEN; if the daemon is not running or the token is invalid, the skill will fail. Documentation covers this, but a more explicit error-handling section in SKILL.md could help. · No OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · production agents without a repository review
OpenAgentSkill engagement0 views
0 install copies
Install
$ npx skills add K-Dense-AI/scientific-agent-skills --skill autoskill