Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Build and run an adversarial de-identification ⟷ re-identification evaluation harness for clinical text: generate synthetic clinical notes with ground-truth identifier spans, run a de-id pipeline (defender) over them, and score leakage against an attacker. Use this whenever the task involves evaluating a PHI scrubber or de-id pipeline, measuring re-identification risk, testing HIPAA Safe Harbor coverage or Expert Determination risk, building a privacy-utility frontier for clinical NLP, or comparing de-identification approaches — even if the user only says "test my de-identifier," "how leaky is this scrubber," or "de-id eval." Prefer this over an ad-hoc script whenever synthetic clinical data, PHI, or de-identification evaluation is mentioned.
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: 380a13be1fff4ce205a2c289fe8eecf91727c0ecc911528eb02abcf438175246
About this listing
- Category
- Security
- Reported license
- MIT
- 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.