Coding Hcc Risk Adjustment
Maps chronic conditions extracted by OpenMed to CMS-HCC V28 risk-adjustment categories and estimates a RAF (Risk Adjustment Factor) score as decision support. Use when the user wants to surface risk-adjustable diagnoses from notes, map ICD-10-CM codes to HCC categories, estimate or reconcile a patient/panel RAF, find suspected-but-undocumented HCCs, or check MEAT documentation support. Trigger keywords: HCC, CMS-HCC, V28, RAF score, risk adjustment, Medicare Advantage, hierarchical condition category, MEAT, recapture, suspect HCC, RADV. Pairs after OpenMed NER + ICD-10 coding: consume Disease/Pathology entities from openmed.analyze_text, code them (see coding-icd10), then roll up to HCCs. CMS-HCC mappings and weights are public from CMS. This is a coding-support aid for human review, never autonomous risk-adjustment coding.
Security AStatic scan found no risk patternsHow grading works ›
From the source SKILL.md
Surface and risk-adjust the chronic conditions OpenMed extracts by mapping them to CMS-HCC categories (the V28 model, phasing in for payment years 2024–2026) and estimating a RAF (Risk Adjustment Factor) score. CMS pays Medicare Advantage plans based on RAF, so accurate, documented capture of chronic disease matters — and much of that signal lives in the narrative note, exactly what OpenMed reads.
What this skill does
Coding Hcc Risk Adjustment is a community-contributed Claude Code skill in the docs-engineering sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/coding-hcc-risk-adjustment/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when the user wants to surface risk-adjustable diagnoses from notes, map ICD-10-CM codes to HCC categories, estimate or reconcile a patient/panel RAF, find suspected-but-undocumented HCCs, or check MEAT documentation support. Trigger keywords: HCC, CMS-HCC, V28, RAF score, risk adjustment, Medicare Advantage, hierarchical condition category, MEAT, recapture, suspect HCC, RADV.
Who uses this skill
The Coding Hcc Risk Adjustment Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 156,000+ 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/coding-hcc-risk-adjustment
curl -L https://claudskills.com/skills/coding-hcc-risk-adjustment/SKILL.md \
-o ~/.claude/skills/coding-hcc-risk-adjustment/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/coding-hcc-risk-adjustment/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/coding-hcc-risk-adjustment/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\coding-hcc-risk-adjustment\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Telegram
📱 Install from your phone or desktop Telegram
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
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.
Frequently asked questions
How do I install the Coding Hcc Risk Adjustment Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/coding-hcc-risk-adjustment/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Coding Hcc Risk Adjustment skill do?
Maps chronic conditions extracted by OpenMed to CMS-HCC V28 risk-adjustment categories and estimates a RAF (Risk Adjustment Factor) score as decision support. Use when the user wants to surface risk-adjustable diagnoses from notes, map ICD-10-CM codes to HCC categories, estimate or reconcile a patient/panel RAF, find suspected-but-undocumented HCCs, or check MEAT documentation support. Trigger keywords: HCC, CMS-HCC, V28, RAF score, risk adjustment, Medicare Advantage, hierarchical condition category, MEAT, recapture, suspect HCC, RADV. Pairs after OpenMed NER + ICD-10 coding: consume Disease/Pathology entities from openmed.analyze_text, code them (see coding-icd10), then roll up to HCCs. CMS-HCC mappings and weights are public from CMS. This is a coding-support aid for human review, never autonomous risk-adjustment coding.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Coding Hcc Risk Adjustment skill?
Use Coding Hcc Risk Adjustment when your Claude Code task falls under the Engineering category — specifically in the docs engineering area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Coding Hcc Risk Adjustment" or describe the task and let Claude pick). Browse related skills at
/category/engineering/.
What is a Claude Code skill and how does the Coding Hcc Risk Adjustment skill fit in?
A Claude Code skill is a
SKILL.md file that lives under
~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Coding Hcc Risk Adjustment is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at
/learn/what-is-a-claude-skill/.
Attribution & license
Cite this skill
If you reference this skill in a blog post, paper, or documentation, you can cite it as:
APA
maziyarpanahi. (2026). Coding Hcc Risk Adjustment [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/coding-hcc-risk-adjustment/
BibTeX
@misc{coding-hcc-risk-adjustment-2026,
author = {maziyarpanahi},
title = {Coding Hcc Risk Adjustment [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/coding-hcc-risk-adjustment/}
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Security scan
Grade A · scanned 2026-07-21 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ✓ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
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