maziyarpanahi/openmed · skills/auditing-deid-leakage/SKILL.md

auditing-deid-leakage skillA

auditing-deid-leakage is agent-read markdown (skill) from maziyarpanahi/openmed: Adversarially scan already-de-identified clinical text for residual identifiers and emit a leakage report that blocks release on any hit. Use after OpenMed de-identification when the user asks to verify a redaction, prove no PHI/PII leaked, gate a dataset before sharing, or run a second-pass detector. Covers format and checksum detectors (SSN, Luhn for card numbers, MRN/account patterns, emails, phones, dates), entropy heuristics for high-randomness tokens, severity scoring, and a hard block-on-.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add maziyarpanahi/openmed/auditing-deid-leakage@v1.0
Exact content
mdr add maziyarpanahi/openmed/auditing-deid-leakage@sha256:87f2dbf5dcf3a226

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_pzayekcy4uvbhxzf.svg)](https://markdownregistry.com/a/art_pzayekcy4uvbhxzf)

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Versions

versioncommittedcommitsizeaudit
v1.0 latest2026-07-20 74f7d6b 7,432 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7432 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

maziyarpanahi/openmed · 5,376 stars · license Apache-2.0 · pushed 2026-09-24 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_pzayekcy4uvbhxzf
GET https://markdownregistry.com/api/v1/resolve?ref=maziyarpanahi/openmed/auditing-deid-leakage
GET https://markdownregistry.com/api/v1/blob/87f2dbf5dcf3a2264b4777ede4678d03c84ec6cabe03e02126c8c9b197ad9f91

Your agent does the deals. You hear about the good ones. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.