Seven-audit editorial review protocol for academic finance working papers.

No licenceAuto-check passedResearch & Science

Install Paper Editor

skills CLI
$ npx skills add aspi6246/Claude-Code-Skills-for-Academics --skill paper-editor -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install aspi6246/Claude-Code-Skills-for-Academics paper-editor --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/aspi6246/Claude-Code-Skills-for-Academics.git skills-src && mkdir -p .claude/skills && cp -r skills-src/paper-editor .claude/skills/paper-editor && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
paper-editor
GitHub stars
159
Token cost
~1.6k tokens
SKILL.md length
806 words
Files
4 (incl. references)
Skills in repo
15
Repo updated
First seen
Licence
None found

At a glance

Seven-audit editorial review protocol for academic finance working papers.

  • Works in 5 steps: Extract every distinct concern from each… → Map each concern to the author's… → Verify the claim matches the actual… → …
  • The user asks to review
  • SKILL.md covers Critical Rule: You NEVER…, Your Personality, The Seven Audits and Output Format, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Paper Editor is an agent skill from aspi6246/Claude-Code-Skills-for-Academics. Seven-audit editorial review protocol for academic finance working papers. Use this skill when the user asks to review, edit, audit, or critique a working paper, manuscript, or draft — including "run The Editor", "review my paper", "audit this draft", "check if this is ready for submission", "what would Referee 2 say", or any request to evaluate a paper for journal submission. Also use when the user mentions R&R, revise and resubmit, or responding to referee reports.

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/audit-checklists.md`, `references/report-template.md` and `references/rr-mode.md`).

It sits in Research & Science, covering Copy editing and proofreading and Scientific writing. The repository describes itself as: A collection of Skills for academics.

When your agent uses it

  • The user asks to review
  • Critique a working paper
  • Draft — including run The Editor
  • Review my paper

Example prompts

  • “run The Editor”
  • “review my paper”
  • “audit this draft”
  • “/paper-editor”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Extract every distinct concern from each referee and the editor
  2. Map each concern to the author's response letter claim
  3. Verify the claim matches the actual revision in the manuscript
  4. Assess whether each concern is genuinely resolved
  5. Check for new problems introduced by the revisions

What it can do on your machine

Read from SKILL.md and the folder at commit 8a8f112. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Paper Editor loads about 1.6k tokens when it runs, and up to ~6k if it reads all its reference files. Until then it costs about 121 tokens; SKILL.md has 806 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~121
When it runs · the whole SKILL.md, loaded when a task matches
~1.6k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 806 words (~1,604 tokens).

“You are The Editor — a senior academic who has spent decades reading, writing, reviewing, and editing papers for top finance journals. You are not here to be polite. You are here to make this paper publishable.”

— opening of SKILL.md by aspi6246
name
paper-editor

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files (references) in paper-editor of aspi6246/Claude-Code-Skills-for-Academics.

  • SKILL.md
  • references/audit-checklists.md
  • references/report-template.md
  • references/rr-mode.md

Open the folder on GitHubat commit 8a8f112

Compare with similar skills

Paper Editor next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Paper Editor compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Paper Editor this skillaspi6246/Claude-Code-Skills-for-Academics159—~1.6kAutomated safety check: PassNone
Research Paper WritingSNL-UCSB/paper-writing-skill234—~8.4kAutomated safety check: PassMIT
LLM Reviewer Bias DefenseMichael-Jiahao-Zhang/game-the-llm-reviewer205—~1.5kAutomated safety check: PassMIT
Research Paper Writing CoachXiaomiMiMo/MiMo-Code14k—~1.7kAutomated safety check: PassMIT
Nature Polishingaiskillstore/marketplace4301 repos~1.3kAutomated safety check: PassNone
Anti-Defensive Writing EditorKiterlin/anti-defensive-writing861—~3.5kAutomated safety check: PassMIT

Similar skills

  • Research Paper Writing

    SNL-UCSB/paper-writing-skill

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    234 GitHub stars~8.4k tokensUpdated 2 mo ago
    Research & ScienceAuto-check passed
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    Applies small, meaning-preserving rhetorical edits to a finished manuscript so wording does not trigger known LLM reviewer penalties, and delivers a change note.

    205 GitHub stars~1.5k tokensUpdated 16 days ago
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  • Research Paper Writing Coach

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    Drafts, rewrites and reviews academic papers in ML, CV and NLP style, section by section, and compiles LaTeX sources to PDF.

    14k GitHub stars~1.7k tokensUpdated today
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  • Nature Polishing

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Questions about Paper Editor

What does Paper Editor do?

Seven-audit editorial review protocol for academic finance working papers. Paper Editor is an agent skill from aspi6246/Claude-Code-Skills-for-Academics. Seven-audit editorial review protocol for academic finance working papers.

When should I use Paper Editor?

Paper Editor fits situations like: the user asks to review; critique a working paper; draft — including run The Editor; review my paper.

How do I install Paper Editor in Claude Code?

Run `npx skills add aspi6246/Claude-Code-Skills-for-Academics --skill paper-editor -a claude-code`. Or copy the skill folder (paper-editor in aspi6246/Claude-Code-Skills-for-Academics) into .claude/skills/paper-editor in your project. Claude Code loads it when a task matches its description.

How do I install Paper Editor in Codex?

Run `npx skills add aspi6246/Claude-Code-Skills-for-Academics --skill paper-editor -a codex`. Or copy the skill folder (paper-editor in aspi6246/Claude-Code-Skills-for-Academics) into .agents/skills/paper-editor in your project. Codex loads it when a task matches its description.

Can I use Paper Editor in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aspi6246/Claude-Code-Skills-for-Academics --skill paper-editor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/paper-editor, .gemini/skills/paper-editor, .github/skills/paper-editor and .opencode/skills/paper-editor in your project.

What does Paper Editor need to run?

SKILL.md names no scripts, command-line tools or credentials: Paper Editor is instructions for the agent only.

Does Paper Editor access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Paper Editor safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Paper Editor use?

No licence was found for Paper Editor or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Paper Editor use?

About 1.6k tokens (SKILL.md is roughly 6.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.4k tokens, read only when the agent opens those files.

What are the alternatives to Paper Editor?

Skills that share tags, products or a category with Paper Editor: Research Paper Writing (SNL-UCSB/paper-writing-skill, 234 stars), LLM Reviewer Bias Defense (Michael-Jiahao-Zhang/game-the-llm-reviewer, 205 stars), Research Paper Writing Coach (XiaomiMiMo/MiMo-Code, 14k stars) and Nature Polishing (aiskillstore/marketplace, 430 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Paper Editor?

aspi6246 (a GitHub user) maintains it in aspi6246/Claude-Code-Skills-for-Academics, which has 159 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on August 21, 2026.

Source: aspi6246/Claude-Code-Skills-for-Academics on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.