Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
review-paper-code
Shortlist this skill and compare it with close alternatives before production adoption.
Fastest prototype
review-paper-code
Best first install candidate based on install readiness and adoption.
Freshest repo
review-paper-code
Most recent maintenance signal among this shortlist.
| Signal | review-paper-code Review research code for reproducibility and quality, extract the paper's main empirical claims, compare paper to code, and write a constructive markdown report. Designed for social science / economics projects with LaTeX papers and Stata, R, or Python code. |
|---|---|
| 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
review-paper-code
Shortlist this skill and compare it with close alternatives before production adoption.
Fastest prototype
review-paper-code
Best first install candidate based on install readiness and adoption.
Freshest repo
review-paper-code
Most recent maintenance signal among this shortlist.
| Signal | review-paper-code Review research code for reproducibility and quality, extract the paper's main empirical claims, compare paper to code, and write a constructive markdown report. Designed for social science / economics projects with LaTeX papers and Stata, R, or Python code. |
|---|---|
| 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 review-paper-code |
| 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 review-paper-code |