scholar-polish
scholar-polish is a Writing style & humanising skill for AI agents, published by joshzyj in the open-scholar-skill repository on GitHub. Skillspace rates scholar-polish F (50/100) and it passed the safety scan; the rating is based on static analysis only.
Personalize and refine academic manuscript writing style by injecting distinctive authorial micro-patterns (tiny topos). Detects and replaces generic hedging stacks, formulaic transitions, symmetrical parallelism, over-enumeration, and other flat prose patterns with natural, voice-rich academic writing. Three modes: SCAN (diagnose style patterns), REWRITE (apply fixes), FULL (scan + rewrite). Preserves argument structure, citations, and technical content while elevating prose to a distinctive, polished authorial voice.
- Grade
- F
- Quality
- 50 / 100
- Safety
- Passed
- GitHub stars
- 102
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 67 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
- Adoption
- Adopted by 0 other repositories, in 0 collections
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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