maziyarpanahi/openmed · skills/building-gold-corpus/SKILL.md

building-gold-corpus skillA

building-gold-corpus is agent-read markdown (skill) from maziyarpanahi/openmed: Scaffold a synthetic gold-standard annotation project for evaluating OpenMed NER and de-identification models — label schema, annotation guidelines, BRAT or Label Studio config, and disjoint train/dev/test splits. Use when the user wants to create eval fixtures, set up annotation, define a label set, write guidelines, configure an annotation tool, or build a held-out gold set for the OpenMed eval harness. Trigger on "gold corpus", "annotation project", "label schema", "annotation guidelines", "B.

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/building-gold-corpus@v1.0
Exact content
mdr add maziyarpanahi/openmed/building-gold-corpus@sha256:af0190ab9f3e2b4c

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_ygkvxwi46hndxo2s.svg)](https://markdownregistry.com/a/art_ygkvxwi46hndxo2s)

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Versions

versioncommittedcommitsizeaudit
v1.0 latest2026-07-20 74f7d6b 6,768 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 (6768 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_ygkvxwi46hndxo2s
GET https://markdownregistry.com/api/v1/resolve?ref=maziyarpanahi/openmed/building-gold-corpus
GET https://markdownregistry.com/api/v1/blob/af0190ab9f3e2b4c58cc7bf226194ab2a17e54c7654caf86ccf84f9d0fefe272

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.