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.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryScience & researchStars0
About this skill
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.
Quick start
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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.
About this listing
Category
Science & research
Reported license
Not specified
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI