Agent skill

Whitepaper Audit

Audit a white paper or long-form technical document against a research-grounded best-practices checklist.

Install Whitepaper Audit

skills CLI

$ npx skills add glebis/claude-skills --skill whitepaper-audit -a claude-code

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

GitHub CLI

$ gh skill install glebis/claude-skills whitepaper-audit --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/glebis/claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/whitepaper-audit .claude/skills/whitepaper-audit && 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/

Paste into Claude Code

Install the "whitepaper-audit" agent skill from https://github.com/glebis/claude-skills/tree/main/whitepaper-audit into .claude/skills/whitepaper-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "whitepaper-audit", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/glebis/claude-skills/tree/main/whitepaper-audit

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add glebis/claude-skills --skill whitepaper-audit -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install glebis/claude-skills whitepaper-audit --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/glebis/claude-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/whitepaper-audit .agents/skills/whitepaper-audit && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "whitepaper-audit" agent skill from https://github.com/glebis/claude-skills/tree/main/whitepaper-audit into .agents/skills/whitepaper-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "whitepaper-audit", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add glebis/claude-skills --skill whitepaper-audit -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install glebis/claude-skills whitepaper-audit --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/glebis/claude-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/whitepaper-audit .cursor/skills/whitepaper-audit && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "whitepaper-audit" agent skill from https://github.com/glebis/claude-skills/tree/main/whitepaper-audit into .cursor/skills/whitepaper-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "whitepaper-audit", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/glebis/claude-skills.git --path whitepaper-audit

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add glebis/claude-skills --skill whitepaper-audit -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install glebis/claude-skills whitepaper-audit --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/glebis/claude-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/whitepaper-audit .gemini/skills/whitepaper-audit && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "whitepaper-audit" agent skill from https://github.com/glebis/claude-skills/tree/main/whitepaper-audit into .gemini/skills/whitepaper-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "whitepaper-audit", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install glebis/claude-skills whitepaper-audit

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add glebis/claude-skills --skill whitepaper-audit -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/glebis/claude-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/whitepaper-audit .github/skills/whitepaper-audit && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "whitepaper-audit" agent skill from https://github.com/glebis/claude-skills/tree/main/whitepaper-audit into .github/skills/whitepaper-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "whitepaper-audit", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add glebis/claude-skills --skill whitepaper-audit -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install glebis/claude-skills whitepaper-audit --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/glebis/claude-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/whitepaper-audit .opencode/skills/whitepaper-audit && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "whitepaper-audit" agent skill from https://github.com/glebis/claude-skills/tree/main/whitepaper-audit into .opencode/skills/whitepaper-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "whitepaper-audit", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: whitepaper-audit
GitHub stars: 391
Token cost: ~752 tokens
SKILL.md length: 273 words
Files: 14 (incl. scripts, references)
Skills in repo: 92
Repo updated: Oct 8, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Audit a white paper or long-form technical document against a research-grounded best-practices checklist.

Works in 5 steps: Lane 1 — deterministic → Lane 2 — LLM judge → Merge → …
The user says audit this white paper
SKILL.md covers Inputs, Workflow, Evals and Files
Runs Python scripts from its folder; calls python3

What it does

Whitepaper Audit is an agent skill from glebis/claude-skills. Audit a white paper or long-form technical document against a research-grounded best-practices checklist. Two lanes — deterministic script checks (readability, undefined acronyms, structure blocks, broken links) plus an LLM-judge review (overclaims, inconsistent numbers, buried lede, limitations honesty, audience fit). Produces a prioritized P0–P2 findings report by default; applies fixes on explicit request (TDD for any code changes). Use when the user says "audit this white paper", "review my paper against best…

Its SKILL.md is about 750 tokens, which your agent loads only when the skill is triggered. The skill folder holds 19 other files, including scripts and reference files (for example `DESIGN.md`, `evals/README.md` and `evals/RESULTS.md`).

It sits in Documents & Office, covering Report writing and LLM evaluation. The repository describes itself as: Collection of Claude Code skills for enhanced AI workflows. The licence is MIT.

When your agent uses it

The user says audit this white paper
Review my paper against best practices
Check this doc for overclaims
Is this paper ready to publish

Example prompts

“audit this white paper”
“review my paper against best practices”
“check this doc for overclaims”
“/whitepaper-audit”

Requirements

Python 3

Workflow steps

5 steps, taken from the step headings in SKILL.md.

Lane 1 — deterministic
Lane 2 — LLM judge
Merge
Report (default mode)
Fix mode (only when explicitly requested)

What it can do on your machine

Read from SKILL.md and the folder at commit 3b88261. 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
Ships 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
- python3
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

Whitepaper Audit loads about 752 tokens when it runs, and up to ~3.2k if it reads all its reference files. Until then it costs about 173 tokens; SKILL.md has 273 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~173
When it runs · the whole SKILL.md, loaded when a task matches: ~752
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~3.2k

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); the scripts in this folder are not scanned.

SKILL.md

The full file from glebis/claude-skills at commit 3b88261, republished under its MIT licence (© glebis). 273 words, ~752 tokens.

Download SKILL.mdSave it as .claude/skills/whitepaper-audit/SKILL.md (or your agent's skills folder). This skill also uses 13 other files; get the full folder from GitHub.

name: whitepaper-audit
description: Audit a white paper or long-form technical document against a research-grounded best-practices checklist. Two lanes — deterministic script checks (readability, undefined acronyms, structure blocks, broken links) plus an LLM-judge review (overclaims, inconsistent numbers, buried lede, limitations honesty, audience fit). Produces a prioritized P0–P2 findings report by default; applies fixes on explicit request (TDD for any code changes). Use when the user says "audit this white paper", "review my paper against best practices", "check this doc for overclaims", "whitepaper QA", "is this paper ready to publish", or wants prioritized recommendations on a technical document.

whitepaper-audit

Audit a markdown white paper in two lanes and produce one merged, prioritized report.

Inputs

Document path (required) — markdown source, not PDF.
Stated audience (ask if not given) — severity of audience-fit/jargon-undefined depends on it. Default: "technical practitioners, non-academic".
Mode — recommend (default) or fix (only on explicit request).

Workflow

1. Lane 1 — deterministic

bash

python3 scripts/check_doc.py <doc.md> --offline [--target-grade N] [--allow ACRO]

Drop --offline to also check http(s) links (HEAD→GET, timeouts; only broken is a finding). Output: JSON findings, schema in DESIGN.md.

2. Lane 2 — LLM judge

Dispatch a subagent (fresh context — never judge a document you wrote in the same context) with references/audit-prompt.md, filling {PATH} and {AUDIENCE}, plus the [judge] criteria from references/checklist.md. The judge returns JSON findings.

Judge calibration rules are binding: verbatim quotes required; no P0 at low confidence; "needs verification", never "factually wrong".

3. Merge

Dedupe by (location, issue type) keeping both lane attributions; sort P0 → P1 → P2, then confidence. Cross-reference: a lane-1 broken link that supports a claim (judge decides materiality) is P1; decorative → P2.

4. Report (default mode)

Write a markdown report: summary verdict, findings table (id, severity, confidence, location, fix), then details. Recommend; do not edit.

5. Fix mode (only when explicitly requested)

Apply fixes P0-first. Any change to code goes through superpowers test-driven-development (test first, watch it fail). Prose fixes: edit, then re-run the full audit and report cleared vs remaining findings.

Evals

Before trusting a new/changed judge prompt, run evals/README.md procedure (planted defects + clean control; pass criteria inside). Lane 1 is covered by scripts/tests/test_check_doc.py (pytest).

Files

scripts/check_doc.py — lane 1 (stdlib-only; --help for flags)
references/checklist.md — operational criteria, both lanes
references/audit-prompt.md — judge prompt template
evals/ — judge validation cases + pass criteria
DESIGN.md — architecture decisions (v0.2, Codex-audited)

Files

SKILL.md and 13 other files (scripts, references) in whitepaper-audit of glebis/claude-skills.

SKILL.md
DESIGN.md
evals/README.md
evals/RESULTS.md
evals/cases/clean-control.md
evals/cases/missing-limitations.md
evals/cases/planted-defects.md
evals/stripped/clean-control.md
evals/stripped/missing-limitations.md
evals/stripped/planted-defects.md
references/audit-prompt.md
references/checklist.md
scripts/check_doc.py
scripts/tests/test_check_doc.py

Open the folder on GitHubat commit 3b88261

Compare with similar skills

Whitepaper Audit 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.

Whitepaper Audit compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Whitepaper Audit this skillglebis/claude-skills	391	—	~752	Automated safety check: Pass	MIT	2 days ago
Graphic EbookVarnan-Tech/opendirectory	674	—	~5k	Automated safety check: Pass	MIT	1 mo ago
Make Photo Stamp ArchiveDlcccc71913/skill-make-photo-stamp-archive	367	—	~1.3k	Automated safety check: Pass	MIT	1 mo ago
Make Tape Collagesherlyryn/make-tape-collage	118	—	~4.7k	Automated safety check: Pass	MIT	1 mo ago
Ky Markdown RebuilderKyrieCheungYep/ky-markdown-rebuilder	117	—	~5.7k	Automated safety check: Pass	None	3 mo ago
HTML Summarytestdouble/han	281	—	~2.9k	Automated safety check: Pass	MIT	9 days ago

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Questions about Whitepaper Audit

What does Whitepaper Audit do?

Audit a white paper or long-form technical document against a research-grounded best-practices checklist. Whitepaper Audit is an agent skill from glebis/claude-skills. Audit a white paper or long-form technical document against a research-grounded best-practices checklist.

When should I use Whitepaper Audit?

Whitepaper Audit fits situations like: the user says audit this white paper; review my paper against best practices; check this doc for overclaims; is this paper ready to publish.

How do I install Whitepaper Audit in Claude Code?

Run `npx skills add glebis/claude-skills --skill whitepaper-audit -a claude-code`. Or copy the skill folder (whitepaper-audit in glebis/claude-skills) into .claude/skills/whitepaper-audit in your project. Claude Code loads it when a task matches its description.

How do I install Whitepaper Audit in Codex?

Run `npx skills add glebis/claude-skills --skill whitepaper-audit -a codex`. Or copy the skill folder (whitepaper-audit in glebis/claude-skills) into .agents/skills/whitepaper-audit in your project. Codex loads it when a task matches its description.

Can I use Whitepaper Audit 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 glebis/claude-skills --skill whitepaper-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/whitepaper-audit, .gemini/skills/whitepaper-audit, .github/skills/whitepaper-audit and .opencode/skills/whitepaper-audit in your project.

What does Whitepaper Audit need to run?

Going by SKILL.md and its folder, Whitepaper Audit needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Whitepaper Audit 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 Whitepaper Audit 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Whitepaper Audit use?

Whitepaper Audit is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Whitepaper Audit use?

About 752 tokens (SKILL.md is roughly 3k 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 2.4k tokens, read only when the agent opens those files.

What are the alternatives to Whitepaper Audit?

Skills that share tags, products or a category with Whitepaper Audit: Graphic Ebook (Varnan-Tech/opendirectory, 674 stars), Make Photo Stamp Archive (Dlcccc71913/skill-make-photo-stamp-archive, 367 stars), Make Tape Collage (sherlyryn/make-tape-collage, 118 stars) and Ky Markdown Rebuilder (KyrieCheungYep/ky-markdown-rebuilder, 117 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Whitepaper Audit?

glebis (a GitHub user) maintains it in glebis/claude-skills, which has 391 GitHub stars. The repository holds 92 skills in this directory. The repository was last updated on October 8, 2026.

Source: glebis/claude-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Whitepaper Audit

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

whitepaper-audit

Inputs

Workflow

1. Lane 1 — deterministic

2. Lane 2 — LLM judge

3. Merge

4. Report (default mode)

5. Fix mode (only when explicitly requested)

Evals

Files

Files

Compare with similar skills

Similar skills

More from glebis/claude-skills

Related

Questions about Whitepaper Audit