A skill your agent uses when drafting, rewriting, reviewing, or auditing prose for any section of an empirical academic paper (Abstract, Introduction, Methods, Data, Results, Discussion, Conclusion)…

Custom licenceAuto-check passedResearch & Science

Install Paper Writing

skills CLI
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill paper-writing -a claude-code

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

GitHub CLI
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills paper-writing --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/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/60-regisely-superpapers/skills/paper-writing .claude/skills/paper-writing && 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-writing
GitHub stars
4.6k
Token cost
~1.7k tokens
SKILL.md length
812 words
Files
5 (incl. references)
Skills in repo
383
Repo updated
First seen
Licence
Custom licence

At a glance

A skill your agent uses when drafting, rewriting, reviewing, or auditing prose for any section of an empirical academic paper (Abstract, Introduction, Methods, Data, Results, Discussion, Conclusion)…

  • Works in 10 steps: Invoke academic-baseline first. Its… → Identify the task type: drafting,… → Identify the paper type from the design… → …
  • Auditing prose for any section of an empirical academic paper (Abstract
  • SKILL.md covers Overview, When to Use, Mandatory Steps and The Seven Core Principles, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Paper Writing is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Use when drafting, rewriting, reviewing, or auditing prose for any section of an empirical academic paper (Abstract, Introduction, Methods, Data, Results, Discussion, Conclusion) or specialized output (job market paper, grant proposal, policy brief, referee response).

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `references/research-design-narratives.md`, `references/review-checklist.md` and `references/section-formulas.md`).

It sits in Research & Science, covering Scientific writing and Grant writing. The repository describes itself as: 🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI…

When your agent uses it

  • Auditing prose for any section of an empirical academic paper (Abstract
  • Specialized output (job market paper
  • Referee response)

Example prompts

  • “/paper-writing”

Workflow steps

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

  1. Invoke academic-baseline first. Its walk-up Read loads CLAUDE.superpapers.md; the nine principles (especially 4, 8, 9) bind every step…
  2. Identify the task type: drafting, rewriting, reviewing, or specialized output.
  3. Identify the paper type from the design spec in docs/superpapers/specs/ when present: applied empirical, theory, mixed, structural, or…
  4. Identify the target section; load the matching formula from references/section-formulas.md. For Methods sections, also load…
  5. Apply the seven core principles below.
  6. Apply the style rules in references/style-rules.md. Run the five-pass self-check before declaring the output done.
  7. Mark author-input gaps with [AUTHOR: description]. Never invent numbers, citations, dataset names, institutional details, or dates.
  8. Use causal language only when the design supports it; otherwise correlational. (Academic-baseline principle 4.)
  9. Produce output in paper_language from CLAUDE.superpapers.md. (Academic-baseline principle 8.)
  10. Defer non-prose work to the sibling skills listed in the Overview.

What it can do on your machine

Read from SKILL.md and the folder at commit 9fa87d8. 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 Writing loads about 1.7k tokens when it runs, and up to ~16k if it reads all its reference files. Until then it costs about 71 tokens; SKILL.md has 812 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~71
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~16k

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 812 words (~1,684 tokens).

“Applies writing discipline to paper prose. Operates under academic-baseline — its nine principles bind every step below. Defers non-prose work to sibling skills: tables-and-figures for tables and figures, citation-management for .bib entries, compile-latex for LaTeX builds, replication-driven-research for reproducibility, robustness-checks…”

— opening of SKILL.md by brycewang-stanford, Custom licence
name
paper-writing

Read the full SKILL.md on GitHub

Files

SKILL.md and 4 other files (references) in skills/60-regisely-superpapers/skills/paper-writing of brycewang-stanford/Auto-Empirical-Research-Skills.

  • SKILL.md
  • references/research-design-narratives.md
  • references/review-checklist.md
  • references/section-formulas.md
  • references/style-rules.md

Open the folder on GitHubat commit 9fa87d8

Compare with similar skills

Paper Writing 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 Writing compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Paper Writing this skillbrycewang-stanford/Auto-Empirical-Research-Skills4.6k—~1.7kAutomated safety check: PassCustom licence
Scientific Venue Templatesdavila7/claude-code-templates33k9 repos~5.1kAutomated safety check: NotesMIT
Academic HumanizerAIScientists-Dev/academic-humanizer1.9k1 repos~4.2kAutomated safety check: PassMIT
NSFC Grant Rationale Writerhuangwb8/ChineseResearchLaTeX2.9k—~945Automated safety check: PassMIT
NSFC Abstract Writerhuangwb8/ChineseResearchLaTeX2.9k1 repos~1.3kAutomated safety check: PassMIT
NSFC Research Significance WriterHuiyuLi-2000/Chinese-Grant-Writer-Skills4391 repos~790Automated safety check: PassMIT

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Questions about Paper Writing

What does Paper Writing do?

A skill your agent uses when drafting, rewriting, reviewing, or auditing prose for any section of an empirical academic paper (Abstract, Introduction, Methods, Data, Results, Discussion, Conclusion)…. Paper Writing is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Use when drafting, rewriting, reviewing, or auditing prose for any section of an empirical academic paper (Abstract, Introduction, Methods, Data, Results, Discussion, Conclusion) or specialized output (job market paper, grant proposal, policy brief, referee response).

When should I use Paper Writing?

Paper Writing fits situations like: auditing prose for any section of an empirical academic paper (Abstract; specialized output (job market paper; referee response).

How do I install Paper Writing in Claude Code?

Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill paper-writing -a claude-code`. Or copy the skill folder (skills/60-regisely-superpapers/skills/paper-writing in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/paper-writing in your project. Claude Code loads it when a task matches its description.

How do I install Paper Writing in Codex?

Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill paper-writing -a codex`. Or copy the skill folder (skills/60-regisely-superpapers/skills/paper-writing in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/paper-writing in your project. Codex loads it when a task matches its description.

Can I use Paper Writing 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 brycewang-stanford/Auto-Empirical-Research-Skills --skill paper-writing -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-writing, .gemini/skills/paper-writing, .github/skills/paper-writing and .opencode/skills/paper-writing in your project.

What does Paper Writing need to run?

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

Does Paper Writing 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 Writing 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 Writing use?

Paper Writing has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Paper Writing use?

About 1.7k tokens (SKILL.md is roughly 6.7k 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 14k tokens, read only when the agent opens those files.

What are the alternatives to Paper Writing?

Skills that share tags, products or a category with Paper Writing: Scientific Venue Templates (davila7/claude-code-templates, 33k stars), Academic Humanizer (AIScientists-Dev/academic-humanizer, 1.9k stars), NSFC Grant Rationale Writer (huangwb8/ChineseResearchLaTeX, 2.9k stars) and NSFC Abstract Writer (huangwb8/ChineseResearchLaTeX, 2.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Paper Writing?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,556 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on October 5, 2026.

Source: brycewang-stanford/Auto-Empirical-Research-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.