polish-prose
ShaishavMaisuria/research-paper-lifecycle-skillsDe-AI-ifies and tightens academic prose without changing any technical claim. Use when a researcher says "this sounds like ChatGPT / AI-written", "humanize my…
Scores out of 100 · grade B+
2026-08-15Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score82/100
- no commits in the last 12 weeks
Adopted
20% of the score20/100
- 29 stars on the source repo.
Documented
15% of the score100/100
- 1,405 words with worked examples.
- Ships 6 bundled files.
Install
npx skills add ShaishavMaisuria/research-paper-lifecycle-skills/polish-proseWhat it says it does
De-AI-ifies and tightens academic prose without changing any technical claim. Use when a researcher says "this sounds like ChatGPT / AI-written", "humanize my paper", "remove the AI words", "too many delves and leverages", "polish my writing", "tighten the prose", "fix my hedging", "too many Moreover/Furthermore", "make my contributions active", or "keep my terminology consistent". Runs deterministic stdlib linters — prose_lint.py (leftover chatbot artifacts, LLM-tell vocabulary, connective stacking, em-dash density, double hedges, overclaiming boosters, passive contribution statements) and terminology_check.py (dataset/data set/data-set variants, acronym discipline, -ise/-ize mixing, glossary enforcement) — then drives a section-by-section edit pass using rewrite catalogs and the venue family's register norms. Numbers, results, claims, and citations are never altered; the venue's AI-use disclosure policy is surfaced and respected, never dodged.
Also in ShaishavMaisuria/research-paper-lifecycle-skills
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| write-abstractShaishavMaisuria/research-paper-lifecycle-skills | clean | Skill | 29 stars | 2 months ago | |
| add-venue-profileShaishavMaisuria/research-paper-lifecycle-skills | clean | Skill | 29 stars | 2 months ago | |
| draft-related-workShaishavMaisuria/research-paper-lifecycle-skills | clean | Skill | 29 stars | 2 months ago | |
| find-papersShaishavMaisuria/research-paper-lifecycle-skills | clean | Skill | 29 stars | 2 months ago | |
| make-slidesShaishavMaisuria/research-paper-lifecycle-skills | clean | Skill | 29 stars | 2 months ago | |
| orchestrate-paperShaishavMaisuria/research-paper-lifecycle-skills | clean | Skill | 29 stars | 2 months ago |
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