Healthcare Eval Harness
ヘルスケアAIモデル評価ハーネス、臨床メトリクス、およびレギュレーション遵守の検証。
Install
/plugin marketplace add affaan-m/ECCThe repo is a Claude Code plugin marketplace. Run /plugin afterwards to pick the plugin that includes this skill.
npx skills add affaan-m/ECC --skill healthcare-eval-harnessgit clone --depth 1 https://github.com/affaan-m/ECC.git /tmp/ECC
mkdir -p ~/.claude/skills
cp -r /tmp/ECC/docs/ja-JP/skills/healthcare-eval-harness ~/.claude/skills/healthcare-eval-harnessPersonal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.
From the SKILL.md
# 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. Each category maps to a Jest test path pattern. The CI pipeline runs CRITICAL gates with `--bail` (stop on first failure) and enforces coverage thresholds with `--coverage --coverageThreshold`. ### Eval Categories **1. CDSS Accuracy (CRITICAL — 100% required)**
Details
- Skill name
healthcare-eval-harness- Repository
- affaan-m/ECC
- Path
docs/ja-JP/skills/healthcare-eval-harness/SKILL.md- License
- MIT
- Repo updated
- 30 October 2026
- Listed in
- hesreallyhim/awesome-claude-code
FAQ
What does the Healthcare Eval Harness skill do?
ヘルスケアAIモデル評価ハーネス、臨床メトリクス、およびレギュレーション遵守の検証。
How do I install the Healthcare Eval Harness skill?
Claude Code plugin: /plugin marketplace add affaan-m/ECC. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.
Is Healthcare Eval Harness popular?
It lives in affaan-m/ECC, which has 293,665 GitHub stars and 43,456 forks, and is included in 1 curated skill list.
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