Evidence Ledger
wanshuiyin/Anti-Autoresearch
Build the deterministic evidence ledger (artifactmanifest.json + claims.json) that every other Anti-Autoresearch auditor reads.
Reviewer-style audit and submission gate for academic papers in .tex, .typ, or .pdf.
Install Paper Audit
$ npx skills add bahayonghang/academic-writing-skills --skill paper-audit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install bahayonghang/academic-writing-skills paper-audit --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/bahayonghang/academic-writing-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/academic-writing-skills/paper-audit .claude/skills/paper-audit && rm -rf skills-srcUse ~/.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/
Install the "paper-audit" agent skill from https://github.com/bahayonghang/academic-writing-skills/tree/main/academic-writing-skills/paper-audit into .claude/skills/paper-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-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 install https://github.com/bahayonghang/academic-writing-skills/tree/main/academic-writing-skills/paper-auditType 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.
$ npx skills add bahayonghang/academic-writing-skills --skill paper-audit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install bahayonghang/academic-writing-skills paper-audit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bahayonghang/academic-writing-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/academic-writing-skills/paper-audit .agents/skills/paper-audit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "paper-audit" agent skill from https://github.com/bahayonghang/academic-writing-skills/tree/main/academic-writing-skills/paper-audit into .agents/skills/paper-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-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.
$ npx skills add bahayonghang/academic-writing-skills --skill paper-audit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install bahayonghang/academic-writing-skills paper-audit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bahayonghang/academic-writing-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/academic-writing-skills/paper-audit .cursor/skills/paper-audit && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "paper-audit" agent skill from https://github.com/bahayonghang/academic-writing-skills/tree/main/academic-writing-skills/paper-audit into .cursor/skills/paper-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-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 https://github.com/bahayonghang/academic-writing-skills.git --path academic-writing-skills/paper-audit--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add bahayonghang/academic-writing-skills --skill paper-audit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install bahayonghang/academic-writing-skills paper-audit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bahayonghang/academic-writing-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/academic-writing-skills/paper-audit .gemini/skills/paper-audit && rm -rf skills-srcUse ~/.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/
Install the "paper-audit" agent skill from https://github.com/bahayonghang/academic-writing-skills/tree/main/academic-writing-skills/paper-audit into .gemini/skills/paper-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-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.
$ gh skill install bahayonghang/academic-writing-skills paper-auditInstalls 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).
$ npx skills add bahayonghang/academic-writing-skills --skill paper-audit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/bahayonghang/academic-writing-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/academic-writing-skills/paper-audit .github/skills/paper-audit && rm -rf skills-srcUse ~/.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/
Install the "paper-audit" agent skill from https://github.com/bahayonghang/academic-writing-skills/tree/main/academic-writing-skills/paper-audit into .github/skills/paper-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-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.
$ npx skills add bahayonghang/academic-writing-skills --skill paper-audit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install bahayonghang/academic-writing-skills paper-audit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bahayonghang/academic-writing-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/academic-writing-skills/paper-audit .opencode/skills/paper-audit && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "paper-audit" agent skill from https://github.com/bahayonghang/academic-writing-skills/tree/main/academic-writing-skills/paper-audit into .opencode/skills/paper-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-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
paper-audit- GitHub stars
- 498
- Token cost
- ~5.1k tokens
- SKILL.md length
- 2,209 words
- Files
- 111 (incl. scripts, references)
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- None found
At a glance
Reviewer-style audit and submission gate for academic papers in .tex, .typ, or .pdf.
- Works in 5 steps: Workspace prep —… → Phase 0 automated audit → Phase 3A committee — run 5 committee… → …
- Peer-review critique
- SKILL.md covers What This Skill Produces, Do Not Use, Critical Rules and Delivery Boundary, plus 9 more sections
- Calls uv and pip
What it does
Paper Audit is an agent skill from bahayonghang/academic-writing-skills. Reviewer-style audit and submission gate for academic papers in .tex, .typ, or .pdf. Use for peer-review critique, readiness/gate decisions, blocker triage, revision roadmaps, journal-style reports, re-audits, and under-claim / self-weakening prose signals. Do not use for source editing, sentence polishing, bibliography search, or compile repair.
Its SKILL.md is about 5.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 111 other files, including scripts and reference files (for example `agents/claims_evidence_reviewer_agent.md`, `agents/committee_editor_agent.md` and `agents/committee_literature_agent.md`).
It sits in Documents & Office, covering LaTeX, Citation management and PDF. It works with LaTeX. The repository describes itself as: AI-powered post-writing toolkit for academic papers — format validation, grammar/style polishing, de-AI editing, reference checking, and reviewer-style paper audits. 5 skills for…
When your agent uses it
- Peer-review critique
- Readiness/gate decisions
- Revision roadmaps
- Journal-style reports
Example prompts
- “/paper-audit”
Requirements
- Python 3
- Pre-approved tools (allowed-tools): Read, Glob, Grep, Bash(uv *), Task
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Workspace prep — `scripts/prepare_review_workspace.py
- Phase 0 automated audit
- Phase 3A committee — run 5 committee perspectives (editor, theory,
- Phase 3B section + cross-cutting lanes — section, claims-vs-evidence,
- Consolidation — consolidate_review_findings.py, `verify_quotes.py
What it can do on your machine
Read from SKILL.md and the folder at commit 1689d44. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrepBash(uv *)Task
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/, which the agent can run.
Shell commands in SKILL.md call:
uvpip
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv and pip, which can reach the network depending on how they are called.
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 Audit loads about 5.1k tokens when it runs, and up to ~50k if it reads all its reference files. Until then it costs about 90 tokens; SKILL.md has 2,209 words of instructions outside code blocks.
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 2,209 words (~5,137 tokens).
“paper-audit is deep-review-first: behave like a serious reviewer — find technical, methodological, claim-level, and cross-section issues; keep script-backed findings separate from reviewer judgment; return a structured issue bundle plus a revision roadmap. Use it for audit and review, not as…”
- name
- paper-audit
- allowed-tools
- Read, Glob, Grep, Bash(uv *), Task
- when_to_use
- Trigger on "review my paper", "act as a reviewer", "simulate peer review", "audit this paper", "审稿", "投稿门控", "投稿前体检", "把把关", "看看能不能投", "出审稿意见", "is this ready…
- metadata.category
- academic-writing
- metadata.tags
- audit, deep-review, paper, pdf, latex, typst, chinese, english, reviewer, gate, re-audit
- metadata.version
- 6.0.0
- metadata.last_updated
- 2026-09-13
- argument-hint
- [paper.tex|paper.typ|paper.pdf] [--mode quick-audit|deep-review|gate|re-audit|polish] [--report-style deep-review|peer-review] [--focus…
Files
SKILL.md and 110 other files (scripts, references) in academic-writing-skills/paper-audit of bahayonghang/academic-writing-skills.
- SKILL.md
- agents/claims_evidence_reviewer_agent.md
- agents/committee_editor_agent.md
- agents/committee_literature_agent.md
- agents/committee_logic_agent.md
- agents/committee_methodology_agent.md
- agents/committee_theory_agent.md
- agents/critical_reviewer_agent.md
- agents/domain_reviewer_agent.md
- agents/editor_in_chief_agent.md
- agents/evaluation_fairness_reviewer_agent.md
- agents/literature_reviewer_agent.md
- agents/methodology_reviewer_agent.md
- agents/notation_consistency_reviewer_agent.md
- agents/openai.yaml
- agents/prior_art_reviewer_agent.md
- agents/revision_coach_agent.md
- agents/revision_suggestion_agent.md
- agents/section_reviewer_agent.md
- agents/self_consistency_reviewer_agent.md
- … and 91 more
Open the folder on GitHubat commit 1689d44
Compare with similar skills
Paper 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Paper Audit this skillbahayonghang/academic-writing-skills | 498 | — | ~5.1k | Automated safety check: Pass | None | |
| Evidence Ledgerwanshuiyin/Anti-Autoresearch | 161 | — | ~11k | Automated safety check: Notes | MIT | |
| 01 Paper Reviewagentscope-ai/OpenJudge | 870 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Check Review AlignmentInternScience/DrClaw | 172 | — | ~1.5k | Automated safety check: Pass | None | |
| Kimi PDFthvroyal/kimi-skills | 238 | — | ~1.9k | Automated safety check: Pass | None | |
| Pdf2texCalix-L/awesome-latex-skills | 181 | — | ~1.4k | Automated safety check: Pass | MIT |
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Questions about Paper Audit
What does Paper Audit do?
Reviewer-style audit and submission gate for academic papers in .tex, .typ, or .pdf. Paper Audit is an agent skill from bahayonghang/academic-writing-skills.pdf.
When should I use Paper Audit?
Paper Audit fits situations like: peer-review critique; readiness/gate decisions; revision roadmaps; journal-style reports.
How do I install Paper Audit in Claude Code?
Run `npx skills add bahayonghang/academic-writing-skills --skill paper-audit -a claude-code`. Or copy the skill folder (academic-writing-skills/paper-audit in bahayonghang/academic-writing-skills) into .claude/skills/paper-audit in your project. Claude Code loads it when a task matches its description.
How do I install Paper Audit in Codex?
Run `npx skills add bahayonghang/academic-writing-skills --skill paper-audit -a codex`. Or copy the skill folder (academic-writing-skills/paper-audit in bahayonghang/academic-writing-skills) into .agents/skills/paper-audit in your project. Codex loads it when a task matches its description.
Can I use Paper 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 bahayonghang/academic-writing-skills --skill paper-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/paper-audit, .gemini/skills/paper-audit, .github/skills/paper-audit and .opencode/skills/paper-audit in your project.
What does Paper Audit need to run?
Going by SKILL.md and its folder, Paper Audit needs the command-line tools its instructions call (uv and pip). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Glob, Grep, Bash(uv *), Task.
Does Paper Audit access the network?
SKILL.md contains no URLs. Its commands use uv and pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Paper 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 Paper Audit use?
No licence was found for Paper Audit or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Paper Audit use?
About 5.1k tokens (SKILL.md is roughly 21k 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 45k tokens, read only when the agent opens those files.
What are the alternatives to Paper Audit?
Skills that share tags, products or a category with Paper Audit: Evidence Ledger (wanshuiyin/Anti-Autoresearch, 161 stars), 01 Paper Review (agentscope-ai/OpenJudge, 870 stars), Check Review Alignment (InternScience/DrClaw, 172 stars) and Kimi PDF (thvroyal/kimi-skills, 238 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Paper Audit?
bahayonghang (a GitHub user) maintains it in bahayonghang/academic-writing-skills, which has 498 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 28, 2026.
Source: bahayonghang/academic-writing-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.