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Updated 2mo ago

by yujie-jason-zhang

polish_skill

A modular academic-writing skill suite for novelty-risk audits, problem-driven literature reviews, manuscript argument reconstruction, TeX-safe polishing, cover letter and response to Reviewers' comments, distilled from my papers.

22 GitHub stars (22)

+3 in 16 days

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Oct 16: +3 in total; the busiest day was Oct 11 with +1 stars.Oct 1: 0 starsOct 2: 0 starsOct 3: 0 starsOct 4: 0 starsOct 5: 0 starsOct 6: 0 starsOct 7: 0 starsOct 8: 0 starsOct 9: 0 starsOct 10: 0 starsOct 11: +1 starsOct 12: +1 starsOct 13: +1 starsOct 14: 0 starsOct 15: 0 starsOct 16: 0 stars
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  • 9 skills (9 skills found in its SKILL.md files)
  • 1 forks (1 forks)
  • 2mo ago last update (Last updated 2mo ago)

Install

Skills CLI

npx skills add yujie-jason-zhang/polish_skill

Asks which skills and agents to install. Just one: npx skills add yujie-jason-zhang/polish_skill --skill experiment-section-auditor — add -g for every project.

Claude Code

git clone https://github.com/yujie-jason-zhang/polish_skillcp -r "polish_skill/experiment-section-auditor" ~/.claude/skills/

Copies the experiment-section-auditor skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add yujie-jason-zhang/polish_skill

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • experiment-section-auditor

    Audit and constrain a paper's experiment section — experiment and ablation design, plus results narration — without leading the design. Use when the user is building or revising experiments, ablations, or results writeup and wants a check that (1) every experiment and ablation maps to a main claim, (2) the set is the minimal one that argues that line under the user's real equipment, data, and tim…

    experiment-section-auditor/SKILL.md on GitHub (opens in a new tab)
  • idea-novelty-auditor

    Audit research ideas, contribution statements, manuscript positioning, and proposed paper storylines for novelty risk before packaging. Use for comparing an idea against classic algorithmic paradigms, direct related work, adjacent fields, dangerous baselines, reviewer attacks, defensible claim boundaries, required experiments, ablation design, and deciding whether an idea can support a short pape…

    idea-novelty-auditor/SKILL.md on GitHub (opens in a new tab)
  • journal-recommender

    Recommend target journals for a finished or near-finished manuscript. Use when the user asks where to submit, wants a shortlist, checks fit for a journal, compares SCI/non-SCI, OA/subscription, Chinese/English, fast-review venues, or asks which journals are realistic. Gather indexing, OA/budget, language, deadline, avoid-list, subfield, keywords, abstract/results, article type, and level anchor;…

    journal-recommender/SKILL.md on GitHub (opens in a new tab)
  • paper-argument-reconstructor

    Diagnose, restructure, or rewrite academic manuscript arguments into a problem-driven paper storyline. Use for abstracts, introductions, methodology narratives, formula explanations, theory/proof exposition, experiments, results, discussion, conclusions, contribution statements, section outlines, and full-paper diagnosis when the main task is argument design rather than pure language polishing, l…

    paper-argument-reconstructor/SKILL.md on GitHub (opens in a new tab)
  • paper-cover-letter

    Draft, revise, or diagnose an academic journal cover letter (submission letter to the editor) once the manuscript is essentially complete. Use for the submission statement, a non-overclaiming contribution summary, scope-fit argument for the target journal, originality and ethics declarations, suggested or opposed reviewers, and corresponding-author details. Reuse the manuscript's established prob…

    paper-cover-letter/SKILL.md on GitHub (opens in a new tab)
  • paper-polisher

    Polish, translate, or faithfully revise Chinese or English TeX academic manuscripts; verify source-to-output TeX, math, citation, numerical, and claim preservation; audit cross-section terminology, mathematical notation, and numerical consistency; or apply an author-approved notation mapping. Use for sentence-level through full-manuscript engineering-journal language work when technical truth and…

    paper-polisher/SKILL.md on GitHub (opens in a new tab)
  • paper-response-to-reviewers

    Draft, plan, or diagnose a point-by-point response to reviewers (response letter / rebuttal) for a journal or conference revision, especially IEEE Transactions and control, robotics, automation, aerospace, and intelligent-systems venues. Use to audit the manuscript's claims, decode each comment's hidden concern, grade severity and required evidence, produce a revision plan before claiming any edi…

    paper-response-to-reviewers/SKILL.md on GitHub (opens in a new tab)
  • problem-driven-literature-review

    Write, diagnose, revise, or audit literature review, related work, introduction background, research-gap, and reference-selection sections using a problem-driven S-R-L-H-G-M-C-V protocol. Use for claim-first citation selection, literature-route organization, hidden-assumption analysis, direct competitor coverage, structural gap synthesis, review-baseline alignment, contribution mapping, and citat…

    problem-driven-literature-review/SKILL.md on GitHub (opens in a new tab)
  • read-paper-to-notes

    Read an academic-paper PDF or supplied full text and turn it into a faithful, structured Markdown deep-reading note. Use when the user provides a research paper and asks to read, explain, summarize, take notes, extract its problem, method, equations, experiments, results, limitations, or research implications, or fill a paper-note template. Use paper-only analysis by default and verified enrichme…

    read-paper-to-notes/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.