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 1 skill

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

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Decision summary

vibe-science is the strongest overall pick here because it has a 58/100 readiness score and fits Research agents.

Strongest overall

vibe-science

Prototype with this skill first; keep a fallback candidate ready.

Fastest prototype

vibe-science

Best first install candidate based on install readiness and adoption.

Freshest repo

vibe-science

Most recent maintenance signal among this shortlist.

Signalvibe-science

Scientific research engine with adversarial review, tree search, and serendipity detection. Use when: exploring hypotheses, validating findings against literature, running computational experiments with quality gates, or hunting for unexpected discoveries. Do NOT use for simple Q&A, code editing, or non-research tasks.

Quality
59/100
Promising
Decision verdict
58/100
Prototype first

Prototype with this skill first; keep a fallback candidate ready.

Adoption16 stars
Verified outcomes are shown on each skill page
FreshnessAug 19, 2026
Use-case fit
Research agentsTesting and QACoding agents
Workflow fit
Research report agentCoding review agent
Platform hintsClaude Code
WarningsLow GitHub adoption signal · No explicit safe operating boundaries or security considerations are documented in the provided SKILL.md excerpt. · No OpenAgentSkill engagement data yet
Best forResearch agents workflows · Claude Code teams · builders willing to evaluate younger projects
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 th3vib3coder/vibe-science --skill vibe-science