Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
vibe
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
vibe
Best first install candidate based on install readiness and adoption.
Freshest repo
vibe
Most recent maintenance signal among this shortlist.
| Signal | vibe Scientific research engine with agentic tree search. Infinite loops until discovery, rigorous tracking, adversarial review, serendipity preserved. |
|---|---|
| Quality | 59/100 Promising |
| Decision verdict | 58/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 16 stars Verified outcomes are shown on each skill page |
| Freshness | Aug 19, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code, OpenAI Agents |
| Warnings | Low GitHub adoption signal · Broad permissions (allow all Bash, Read, Write, Edit, Glob, Grep) in .claude/settings.json may be excessive for some environments, potentially increasing risk if the skill is used with untrusted data or in a sensitive context. · No OpenAgentSkill engagement data yet |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
vibe
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
vibe
Best first install candidate based on install readiness and adoption.
Freshest repo
vibe
Most recent maintenance signal among this shortlist.
| Signal | vibe Scientific research engine with agentic tree search. Infinite loops until discovery, rigorous tracking, adversarial review, serendipity preserved. |
|---|---|
| Quality | 59/100 Promising |
| Decision verdict | 58/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 16 stars Verified outcomes are shown on each skill page |
| Freshness | Aug 19, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code, OpenAI Agents |
| Warnings | Low GitHub adoption signal · Broad permissions (allow all Bash, Read, Write, Edit, Glob, Grep) in .claude/settings.json may be excessive for some environments, potentially increasing risk if the skill is used with untrusted data or in a sensitive context. · No OpenAgentSkill engagement data yet |
| Best for | Research agents workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add th3vib3coder/vibe-science --skill vibe |
| Best for | Research agents workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add th3vib3coder/vibe-science --skill vibe |