maziyarpanahi/openmed · skills/benchmark-pii-recall/SKILL.md

benchmark-pii-recall skillA

benchmark-pii-recall is agent-read markdown (skill) from maziyarpanahi/openmed: Benchmark an OpenMed PII model with synthetic gold spans and report label-aware exact-span and grapheme recall without emitting identifier surfaces. Use when an agent must compare a model, threshold, backend, or quantized artifact and enforce a recall floor before release..

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/benchmark-pii-recall@git:20260727.9d7b5a2
Exact content
mdr add maziyarpanahi/openmed/benchmark-pii-recall@sha256:82c6022df1fd21f6

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_2jkj4zy23m3k2rfa.svg)](https://markdownregistry.com/a/art_2jkj4zy23m3k2rfa)

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Versions

versioncommittedcommitsizeaudit
git:20260727.9d7b5a2 latest2026-07-27 9d7b5a2 4,117 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 (4117 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_2jkj4zy23m3k2rfa
GET https://markdownregistry.com/api/v1/resolve?ref=maziyarpanahi/openmed/benchmark-pii-recall
GET https://markdownregistry.com/api/v1/blob/82c6022df1fd21f6aed735c43e2fa40933f8d6a0edf825379f36bfd80542d4fe

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.