Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
paper-polisher
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
paper-polisher
Best first install candidate based on install readiness and adoption.
Freshest repo
paper-polisher
Most recent maintenance signal among this shortlist.
| Signal | paper-polisher Polish mathematical modeling paper drafts for grammar, clarity, formula consistency, hedging calibration, overclaim detection, and contest formatting compliance. Use after paper-section-writer has drafted sections. |
|---|---|
| Quality | 75/100 Strong |
| Decision verdict | 86/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 695 stars Verified outcomes are shown on each skill page |
| Freshness | Aug 24, 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
paper-polisher
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
paper-polisher
Best first install candidate based on install readiness and adoption.
Freshest repo
paper-polisher
Most recent maintenance signal among this shortlist.
| Signal | paper-polisher Polish mathematical modeling paper drafts for grammar, clarity, formula consistency, hedging calibration, overclaim detection, and contest formatting compliance. Use after paper-section-writer has drafted sections. |
|---|---|
| Quality | 75/100 Strong |
| Decision verdict | 86/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 695 stars Verified outcomes are shown on each skill page |
| Freshness | Aug 24, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for |
| Research agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| 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 zhnnky329/MathModeling-skills --skill paper-polisher |
| Research agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| 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 zhnnky329/MathModeling-skills --skill paper-polisher |