paper-integrity-audit
Zero-context cross-model audit of paper integrity before submission.
Skill by yvesory
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/yvesory-paper-integrity-audit
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: security, research, agent-building
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Nov 1, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/paper-integrity-audit
What's inside
- Skill name
paper-integrity-audit- Description
- Zero-context cross-model audit of paper integrity before submission. Routes to four complementary audit packs depending on what to verify: (1) citation-audit — bibliography integrity (hallucinated authors, wrong years, fabricated venues, wrong-context citations), (2) paper-claim-audit — every number, comparison, and scope claim against raw result files, (3) experiment-audit — experimental integrity (fake ground truth, normalization fraud, phantom results, insufficient scope), (4) result-to-claim — judge what claims experimental results actually support vs what they don't. All four use fresh cross-model reviewer threads (via Codex MCP) with NO prior context to prevent confirmation bias. Use before submission, before sending to advisor, or whenever you need a hard integrity check. Triggers: audit paper, check citations, verify references, citation audit, check claims, verify numbers, experiment audit, integrity check, result audit, 审查引用, 审查数据, 实验诚实度, 审计实验, 论文数字核对, 引用核对, claim 审查.
- License
- unknown
- Metadata
- type: orchestrator · scope: paper-integrity
- Instructions
- 83 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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Signals
- Stars
- 19
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Aug 16, 2026 (2 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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SkillBFreshness: B★ 19Claude Code +9 - 0.598score
research-review
yvesory
Get a deep critical review of research from an external reviewer backend (Codex or manual).
SkillBFreshness: B★ 19Claude Code +9 - 0.598score
experiment-implement
yvesory
Read EXPERIMENT_PLAN.md (or a method description), write the experiment code with optional Codex cross-model code review, then upload to the user's default…
SkillBFreshness: B★ 19Claude Code - 0.594score
paper-writing-core
yvesory
Write and revise ML/AI conference and journal papers (NeurIPS, ICML, ICLR, ACL, EMNLP, AAAI, CVPR, COLM, top IEEE journals).
SkillBFreshness: B★ 19Claude Code +9 - 0.590score
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yvesory
Run a multi-perspective self-review of a paper draft before submission, rebuttal, or revision.
SkillBFreshness: B★ 19Claude Code +9 - 0.589score
auto-review-loop
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Autonomous multi-round research review loop.
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Cite this page
paper-integrity-audit skill. Agent Mart. https://agentmart.dev/skills/yvesory-paper-integrity-audit (last updated 2026-10-24)