Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
audit-analysis
Shortlist this skill and compare it with close alternatives before production adoption.
Fastest prototype
audit-analysis
Best first install candidate based on install readiness and adoption.
Freshest repo
audit-analysis
Most recent maintenance signal among this shortlist.
| Signal | audit-analysis Adversarially audit changed analysis code against a base ref, hunting for correctness errors in sample construction, merges, variable construction, silent failures, and clustering or fixed effects. Runs in an isolated subagent. Use before circulating results or submitting. This is not a reproducibility or paper-to-code review — use review-paper-code for that. |
|---|---|
| Quality | 73/100 Strong |
| Decision verdict | 72/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 476 stars Verified outcomes are shown on each skill page |
| Freshness | Aug 27, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
audit-analysis
Shortlist this skill and compare it with close alternatives before production adoption.
Fastest prototype
audit-analysis
Best first install candidate based on install readiness and adoption.
Freshest repo
audit-analysis
Most recent maintenance signal among this shortlist.
| Signal | audit-analysis Adversarially audit changed analysis code against a base ref, hunting for correctness errors in sample construction, merges, variable construction, silent failures, and clustering or fixed effects. Runs in an isolated subagent. Use before circulating results or submitting. This is not a reproducibility or paper-to-code review — use review-paper-code for that. |
|---|---|
| Quality | 73/100 Strong |
| Decision verdict | 72/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 476 stars Verified outcomes are shown on each skill page |
| Freshness | Aug 27, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | 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 · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add claesbackman/AI-research-feedback --skill audit-analysis |
| Research agents workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add claesbackman/AI-research-feedback --skill audit-analysis |