benchmark-contamination-scan
100 / 100 · Low risk
Fine to try.
Scan training data for benchmark contamination — n-gram overlap, embedding similarity, and exact canary detection against 60+ evaluation datasets.
What this skill can do
We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'benchmark-contamination-scan' ] || [ -L ~/.agents/skills/'benchmark-contamination-scan' ]; then echo 'A skill folder named benchmark-contamination-scan already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/mkurman/zorai' "$d" && git -C "$d" checkout --quiet '8ea1fc3ae126b6e103b8508bacd8f5aa60b6f4ad' -- 'skills/benchmark-contamination-scan' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/benchmark-contamination-scan' ~/.agents/skills/'benchmark-contamination-scan' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'benchmark-contamination-scan' ~/.claude/skills/'benchmark-contamination-scan' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
[](https://zalavijaysinh.github.io/skilltrust/repos/mkurman/zorai/)
Score history
| Date | Version | Score |
|---|---|---|
| 2026-11-13 | 8ea1fc3 | 100 |
Also found in
- mkurman/zorai/skills/data-lattice/benchmark-contamination-scan
- mkurman/zorai/skills/scientific-skills/benchmark-contamination-scan