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/yejunbin-paper-code-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.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: security, research
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions: not checked yet.
What's inside
- Skill name
paper-code-audit- Description
- Compare a paper's claims against its public codebase. Use when the user asks to audit a paper, check code-claim consistency, verify reproducibility of a specific paper, or find mismatches between a paper and its implementation.
- License
- MIT
- Instructions
- 9 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Paper-Code Audit Run the `/audit` workflow. The slash command expands the full workflow instructions in the active session; do not try to read a relative prompt-template path from the installed skill directory. Agents used: `researcher`, `verifier` Output: audit report in `outputs/`.
From yejunbin/darwin, MIT.
More from yejunbin/darwin
- 0.534score
bio-research
yejunbin
Search, read, and query research papers via the `alpha` CLI (bioRxiv-backed).
SkillCFreshness: C★ 7Claude Code +9 - 0.534score
modal-compute
yejunbin
Run GPU workloads on Modal's serverless infrastructure.
SkillCFreshness: C★ 7Claude Code +9 - 0.534score
contributing
yejunbin
Contribute changes to the Darwin repository itself.
SkillCFreshness: C★ 7Claude Code +9 - 0.531score
gene-lookup
yejunbin
Look up gene information from HGNC, OMIM, ClinVar, and UniProt.
SkillCFreshness: C★ 7Claude Code +9 - 0.531score
clinical-trial-check
yejunbin
Search and summarize clinical trials from ClinicalTrials.gov and EU CTR.
SkillCFreshness: C★ 7Claude Code +9 - 0.531score
biorxiv-monitor
yejunbin
Monitor bioRxiv and medRxiv preprints for a topic, author, or keyword.
SkillCFreshness: C★ 7Claude Code +9 - 0.529score
jobs
yejunbin
Inspect active background research work including running processes, scheduled follow-ups, and pending tasks.
SkillCFreshness: C★ 7Claude Code +9 - 0.529score
autoresearch
yejunbin
Autonomous experiment loop that tries ideas, measures results, keeps what works, and discards what doesn't.
SkillCFreshness: C★ 7Claude Code +9 - 0.528score
pathway-enrichment
yejunbin
Guide gene list enrichment analysis using over-representation and GSEA approaches.
SkillCFreshness: C★ 7Claude Code +9 - 0.528score
biomarker-roc
yejunbin
Evaluate biomarker performance with ROC analysis, AUC, sensitivity, and specificity.
SkillCFreshness: C★ 7Claude Code +9 - 0.528score
dosage-calc
yejunbin
Calculate drug dosages with renal and hepatic adjustments.
SkillCFreshness: C★ 7Claude Code +9 - 0.528score
geo-reanalysis
yejunbin
Guide reanalysis of GEO datasets with standard bioinformatics pipelines.
SkillCFreshness: C★ 7Claude Code +9
Signals
- Stars
- 7
- Forks
- 1
- Open issues
- 1
- Last commit (this folder)
- May 8, 2026 (5 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/yejunbin/darwin
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
Same skill elsewhere
Copies of this SKILL.md published by others; search shows only one of them.
- 0.848score
paper-code-audit
Companion-Inc
Compare a paper's claims against its public codebase.
SkillAFreshness: A★ 10KClaude Code +9 - 0.355score
paper-code-audit
TQuang122
Compare a paper's claims against its public codebase.
SkillAFreshness: A★ 2Claude Code +9 - 0.260score
paper-code-audit
itsamirkhon
Compare a paper's claims against its public codebase.
SkillDFreshness: D★ 2Claude Code +9 - 0.253score
paper-code-audit
maedoc
Compare a paper's claims against its public codebase.
SkillDFreshness: D★ 1Claude Code +9 - 0.243score
paper-code-audit
WilmerGaspar
Compare a paper's claims against its public codebase.
SkillDFreshness: DClaude Code +9
More from yejunbin
- 0.534score
bio-research
yejunbin
Search, read, and query research papers via the `alpha` CLI (bioRxiv-backed).
SkillCFreshness: C★ 7Claude Code +9 - 0.534score
modal-compute
yejunbin
Run GPU workloads on Modal's serverless infrastructure.
SkillCFreshness: C★ 7Claude Code +9 - 0.534score
contributing
yejunbin
Contribute changes to the Darwin repository itself.
SkillCFreshness: C★ 7Claude Code +9 - 0.531score
clinical-trial-check
yejunbin
Search and summarize clinical trials from ClinicalTrials.gov and EU CTR.
SkillCFreshness: C★ 7Claude Code +9 - 0.531score
biorxiv-monitor
yejunbin
Monitor bioRxiv and medRxiv preprints for a topic, author, or keyword.
SkillCFreshness: C★ 7Claude Code +9 - 0.531score
gene-lookup
yejunbin
Look up gene information from HGNC, OMIM, ClinVar, and UniProt.
SkillCFreshness: C★ 7Claude Code +9
Cite this page
paper-code-audit skill. Agent Mart. https://agentmart.dev/skills/yejunbin-paper-code-audit (last updated 2026-10-24)