healthcare-eval-harness SKILL.md skillA
healthcare-eval-harness from ethanyoq/skill-hub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ethanyoq/skill-hub/healthcare-eval-harness@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ethanyoq/skill-hub
- Path
skills/10-business-industry/healthcare-eval-harness/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0.0, committed Aug 29, 2026
- First version recorded
- Apr 14, 2026
- Size
- 7,849 bytes
- Repository stars
- 11
- License
- MIT
Patient safety evaluation harness for healthcare application deployments. Automated test suites for CDSS accuracy, PHI exposure, clinical workflow integrity, and integration compliance. Blocks deployments on safety failures. Use when a healthcare deployment must be gated on patient-safety tests for CDSS accuracy, PHI exposure, and workflow integrity.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Healthcare Eval Harness — Patient Safety Verification Automated verification system for healthcare application deployments. A single CRITICAL failure blocks deployment. Patient safety is non-negotiable. > **Note:** Examples use Jest as the reference test runner. Adapt commands for your framework (Vitest, pytest, PHPUnit, etc.) — the test categories and pass thresholds are framework-agnostic. ## When to Use - Before any deployment of EMR/EHR applications - After modifying CDSS logic (drug interactions, dose validation, scoring) - After changing database schemas that touch patient data - After modifying authentication or access control - During CI/CD pipeline configuration for healthcare apps - After resolving merge conflicts in clinical modules ## How It Works The eval harness runs five test categories in order. The first three (CDSS Accuracy, PHI Exposure, Data Integrity) are CRITICAL gates requiring 100% pass rate — a single failure blocks deployment. The remaining two (Clinical Workflow, Integration) are HIGH gates requiring 95%+ pass rate. …
Read the whole file at its exact version.
How to install
mdr add ethanyoq/skill-hub/healthcare-eval-harness@sha256:0c74bb0309d4fb7eThe line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_nkcnbhvseekfr2gz)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Apr 14, 2026 and Aug 29, 2026, about one every 68 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-08-29 | 3fe0b55 | 7,849 B | A | view · diff |
| v1.0.0 | 2026-07-04 | a768ef4 | 7,719 B | A | view · diff |
| v1.0.0 | 2026-04-14 | 4c61002 | 7,707 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7849 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
ethanyoq/skill-hub · 11 stars · license MIT · pushed 2026-11-07 · branch mine
API
GET https://markdownregistry.com/api/v1/artifacts/art_nkcnbhvseekfr2gz GET https://markdownregistry.com/api/v1/resolve?ref=ethanyoq/skill-hub/healthcare-eval-harness GET https://markdownregistry.com/api/v1/blob/0c74bb0309d4fb7e3bf04b0f779909156520c73bd6162bd405f7232af19c0a68
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.