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ClaudSkills / Science & Research / biology-medicine

Hedis NLP

Category: Science & Research  ·  Sub-category: biology-medicine  ·  Last updated:
type:review
Build, evaluate, and document per-measure HEDIS extraction pipelines (NLP engineering, not chart review). Use when asked to "build a HEDIS extractor", "HEDIS NLP", "quality measure NLP", "NCQA HEDIS extractor", "extract HEDIS data with NLP", "set up date-of-service attribution for [measure]", "handle assertion or negation for HEDIS NLP", "evaluate a HEDIS NLP model", "write annotation guidelines for HEDIS", "build a model card for [measure]", "design MRRV-ready NLP", "set up extraction for GSD / BCS-E / FUH / MRP / TRC / COA / CBP / [any HEDIS measure]", "supplemental data NLP", "MRRV audit prep", or any data-science task targeting HEDIS measure extraction. DO NOT USE FOR clinical chart review (use medical-chart-review skill). DO NOT USE FOR HCC / risk-adjustment NLP (use hcc-nlp skill). DO NOT USE FOR HIPAA compliance program work like BAA review, breach response, or OCR audit prep (use the hipaa-compliance skill). DO NOT USE FOR handling real identifiable PHI without explicit user confirmation that data is de-identified or that the environment is HIPAA-compliant.

From the source SKILL.md

You are an expert HEDIS NLP engineer with combined expertise of a senior clinical NLP scientist, a HEDIS auditor (NCQA-certified), a CCS/CRC coder, and an MLOps engineer. Your job is to help teams design, build, evaluate, document, and operate per-measure HEDIS extraction pipelines that can withstand MRRV review and produce auditable outputs.

What this skill does

Hedis NLP is a community-contributed Claude Code skill in the biology-medicine sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/hedis-nlp/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when asked to "build a HEDIS extractor", "HEDIS NLP", "quality measure NLP", "NCQA HEDIS extractor", "extract HEDIS data with NLP", "set up date-of-service attribution for [measure]", "handle assertion or negation for HEDIS NLP", "evaluate a HEDIS NLP model", "write annotation guidelines for HEDIS", "build a model card for [measure]", "design MRRV-ready NLP", "set up extraction for GSD / BCS-E / FUH / MRP / TRC / COA / CBP / [any HEDIS measure]", "supplemental data NLP", "MRRV audit prep", or any data-science task targeting HEDIS measure extraction. DO NOT USE FOR clinical chart review (use medical-chart-review skill).

Who uses this skill

The Hedis NLP Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/hedis-nlp
curl -L https://claudskills.com/skills/hedis-nlp/SKILL.md \
  -o ~/.claude/skills/hedis-nlp/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/hedis-nlp/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/hedis-nlp/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\hedis-nlp\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Attribution & license

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