Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Audit an ML benchmark for data leakage with karyon — measure how much a reported accuracy is inflated by train/test contamination. Use for leakage detection, data-leakage audit, scaffold leakage, template memorization, random-vs-scaffold split inflation, protein-protein interaction (PPI) node-identity leakage, retrosynthesis / molecular-property / PPI benchmark honesty, or deciding whether a model's headline number is real.
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: 114de44891af0e976f7728d6d871179332ad380ad5bc3b29e68303e7572a5960
About this listing
- Category
- Science & research
- Reported license
- Not specified
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.