Build, evaluate, and document HCC / risk-adjustment extraction pipelines for CMS-HCC V28 / V24 / HHS-HCC (NLP engineering, not chart review). Use when asked to "build an HCC extractor", "risk adjustment NLP", "clinical NLP for risk adjustment", "build a suspect engine", "build a validate engine", "RAF NLP", "RAF score NLP", "MEAT as NLP", "MEAT validation", "HCC hierarchy enforcement", "RADV simulation", "RADV readiness", "date of service for HCC", "Z-code disambiguation for HCC", "model card for HCC extractor", "V28 vs V24 migration for NLP", "HHS-HCC NLP", "history-of trap", "problem-list-only invalid", or any data-science task targeting HCC capture. DO NOT USE FOR clinical chart review (use medical-chart-review skill). DO NOT USE FOR HEDIS NLP (use hedis-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
Skills1CategoryContent & writingStars0
About this skill
Build, evaluate, and document HCC / risk-adjustment extraction pipelines for CMS-HCC V28 / V24 / HHS-HCC (NLP engineering, not chart review). Use when asked to "build an HCC extractor", "risk adjustment NLP", "clinical NLP for risk adjustment", "build a suspect engine", "build a validate engine", "RAF NLP", "RAF score NLP", "MEAT as NLP", "MEAT validation", "HCC hierarchy enforcement", "RADV simulation", "RADV readiness", "date of service for HCC", "Z-code disambiguation for HCC", "model card for HCC extractor", "V28 vs V24 migration for NLP", "HHS-HCC NLP", "history-of trap", "problem-list-only invalid", or any data-science task targeting HCC capture. DO NOT USE FOR clinical chart review (use medical-chart-review skill). DO NOT USE FOR HEDIS NLP (use hedis-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 HCC / risk-adjustment extraction pipelines for CMS-HCC V28 / V24 / HHS-HCC (NLP engineering, not chart review). Use when asked to "build an HCC extractor", "risk adjustment NLP", "clinical NLP for risk adjustment", "build a suspect engine", "build a validate engine", "RAF NLP", "RAF score NLP", "MEAT as NLP", "MEAT validation", "HCC hierarchy enforcement", "RADV simulation", "RADV readiness", "date of service for HCC", "Z-code disambiguation for HCC", "model card for HCC extractor", "V28 vs V24 migration for NLP", "HHS-HCC NLP", "history-of trap", "problem-list-only invalid", or any data-science task targeting HCC capture. DO NOT USE FOR clinical chart review (use medical-chart-review skill). DO NOT USE FOR HEDIS NLP (use hedis-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
Content & writing
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