Agent skill

Reimbursement Impact

by hh-health-AI in hh-health-AI/healthcare-equity

This skill should be used when the user asks "what does this CMS rule do to [TICKER]", "impact of the OPPS/PFS/IPPS rule", "reimbursement change impact", "how does the rate change affect…

MITAuto-check passedBusiness, Finance & HR

Install Reimbursement Impact

skills CLI
$ npx skills add hh-health-AI/healthcare-equity --skill reimbursement-impact -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install hh-health-AI/healthcare-equity reimbursement-impact --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/hh-health-AI/healthcare-equity.git skills-src && mkdir -p .claude/skills && cp -r skills-src/modules/cms-reimbursement/skills/reimbursement-impact .claude/skills/reimbursement-impact && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
reimbursement-impact
GitHub stars
101
Token cost
~509 tokens
SKILL.md length
229 words
Files
2 (incl. references)
Skills in repo
72
Repo updated
First seen
Licence
MIT

At a glance

This skill should be used when the user asks "what does this CMS rule do to [TICKER]", "impact of the OPPS/PFS/IPPS rule", "reimbursement change impact", "how does the rate change affect…

  • Works in 6 steps: Identify the event precisely: which rule… → Run the analysis using the SUB-MED-02… → Quantify both price and behavior: a rate… → …
  • Asks what does this CMS rule do to [TICKER]
  • SKILL.md covers Workflow and Data discipline
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Reimbursement Impact is an agent skill from hh-health-AI/healthcare-equity. This skill should be used when the user asks "what does this CMS rule do to [TICKER]", "impact of the OPPS/PFS/IPPS rule", "reimbursement change impact", "how does the rate change affect [company/procedure]", or when a coverage or coding change needs a dollar and revenue translation.

Its SKILL.md is about 510 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/prompts.md`).

It sits in Business, Finance & HR, covering Accounting and bookkeeping. The repository describes itself as: Synthesis engine for buy-side healthcare equity research. The licence is MIT.

When your agent uses it

  • Asks what does this CMS rule do to [TICKER]
  • Impact of the OPPS/PFS/IPPS rule
  • Reimbursement change impact
  • How does the rate change affect [company/procedure]

Example prompts

  • “what does this CMS rule do to [TICKER]”
  • “impact of the OPPS/PFS/IPPS rule”
  • “reimbursement change impact”
  • “/reimbursement-impact”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Identify the event precisely: which rule (IPPS, OPPS/ASC, PFS, CLFS, NCD/LCD change, NTAP/TPT decision), proposed vs final, effective…
  2. Run the analysis using the SUB-MED-02 prompt in ${CLAUDE_PLUGIN_ROOT}/skills/reimbursement-impact/references/prompts.md as the working…
  3. Quantify both price and behavior: a rate cut changes per-unit economics and site-of-service and adoption incentives (e.g., HOPD→ASC…
  4. Separate proposed from final: proposed rules are a probability-weighted catalyst (note the comment-period end and final-rule date); final…
  5. Cross-check who actually bears the change — provider economics vs device ASP vs payor MLR — before assigning the impact to a ticker. The…
  6. End with the EVIDENCE BRIEF block, and hand the model-variable changes to healthcare-equity model-valuation (and the event dates to the…

What it can do on your machine

Read from SKILL.md and the folder at commit 6c7bda8. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Reimbursement Impact loads about 509 tokens when it runs, and up to ~703 if it reads all its reference files. Until then it costs about 76 tokens; SKILL.md has 229 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~76
When it runs · the whole SKILL.md, loaded when a task matches
~509
With references · SKILL.md plus every file in references/, read only if the agent opens them
~703

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from hh-health-AI/healthcare-equity at commit 6c7bda8, republished under its MIT licence (© hh-health-AI). 229 words, ~509 tokens.

Download SKILL.mdSave it as .claude/skills/reimbursement-impact/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
reimbursement-impact
description
This skill should be used when the user asks "what does this CMS rule do to [TICKER]", "impact of the OPPS/PFS/IPPS rule", "reimbursement change impact", "how does the rate change affect [company/procedure]", or when a coverage or coding change needs a dollar and revenue translation.
metadata.version
0.1.0

Reimbursement & Coding Change Impact

Turn a CMS rule or coverage/payment change into a per-procedure dollar delta and a name-level revenue and thesis impact.

Workflow

  1. Identify the event precisely: which rule (IPPS, OPPS/ASC, PFS, CLFS, NCD/LCD change, NTAP/TPT decision), proposed vs final, effective date, and the affected codes/APCs/DRGs. Pull rule specifics from cms.gov via web research; use the CMS Coverage connector for the coverage side.
  2. Run the analysis using the SUB-MED-02 prompt in ${CLAUDE_PLUGIN_ROOT}/skills/reimbursement-impact/references/prompts.md as the working template: rule details → dollar impact per procedure → volume impact → competitive impact → implementation timeline → thesis delta → engagement plan.
  3. Quantify both price and behavior: a rate cut changes per-unit economics and site-of-service and adoption incentives (e.g., HOPD→ASC migration). Model each separately.
  4. Separate proposed from final: proposed rules are a probability-weighted catalyst (note the comment-period end and final-rule date); final rules are a model update.
  5. Cross-check who actually bears the change — provider economics vs device ASP vs payor MLR — before assigning the impact to a ticker. The company whose procedure is repriced is not always the company whose P&L moves.
  6. End with the EVIDENCE BRIEF block, and hand the model-variable changes to healthcare-equity model-valuation (and the event dates to the catalyst calendar).

Data discipline

State the rule year and version (proposed/final/corrected) on every number. Payment rates come from the fee-schedule files, coverage from the MCD — cite both when both move.

© hh-health-AI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in modules/cms-reimbursement/skills/reimbursement-impact of hh-health-AI/healthcare-equity.

  • SKILL.md
  • references/prompts.md

Open the folder on GitHubat commit 6c7bda8

Compare with similar skills

Reimbursement Impact next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Reimbursement Impact compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Reimbursement Impact this skillhh-health-AI/healthcare-equity101—~509Automated safety check: PassMIT
Sync Upstreamnyaruka/phonenumbers1.6k—~2.8kAutomated safety check: PassMIT
Radiology Tablehuang-sir1/radiology-skills1.9k—~1.3kAutomated safety check: PassCustom licence
ERPClaw ERP Controlleravansaber/erpclaw116—~18kAutomated safety check: PassGPL-3.0
Odoo Agency Fleet Reviewerpipe-org/mcp-odoo421—~699Automated safety check: PassMIT
Beancount Closebex-co/beancount-io297—~1.4kAutomated safety check: PassMIT

Similar skills

  • Sync Upstream

    nyaruka/phonenumbers

    Sync this Go port with a new upstream google/libphonenumber release — regenerate the embedded metadata and reconcile the ported Java logic.

    1.6k GitHub stars~2.8k tokensUpdated 9 days ago
    Business, Finance & HRAuto-check passed
  • Radiology Table

    huang-sir1/radiology-skills

    Create/audit editable publication tables with source reconciliation; not figures or statistical inference.

    1.9k GitHub stars~1.3k tokensUpdated 20 days ago
    Business, Finance & HRAuto-check passed
  • ERPClaw ERP Controller

    avansaber/erpclaw

    Operates the ERPClaw self-hosted ERP in plain language: accounting, invoicing, inventory, purchasing, tax, HR, payroll and reports, treating the ERP as the single source of truth.

    116 GitHub stars~18k tokensUpdated 2 days ago
    Business, Finance & HRAuto-check passed
  • Odoo Agency Fleet Review

    erpipe-org/mcp-odoo

    Review many client Odoo databases at once through odoo-mcp's cross-instance tools — fleet-wide accounting health, per-client aging, partial-failure triage — for agencies and partners managing 5–50…

    421 GitHub stars~699 tokensUpdated 1 mo ago
    Business, Finance & HRAuto-check passed
  • Beancount Close

    bex-co/beancount-io

    Close an accounting period in a Beancount ledger by reconciling each active account through beancount-reconcile, checking assertions and recurring gaps, reviewing flags, then proposing a commit with…

    297 GitHub stars~1.4k tokensUpdated today
    Business, Finance & HRAuto-check passed
  • Forward Implementation First

    Vuk97/forward-implementation-first

    Keeps an agent building and validating real output instead of servicing its own bookkeeping.

    176 GitHub stars~1.8k tokensUpdated 1 mo ago
    Business, Finance & HRAuto-check passed

More from hh-health-AI/healthcare-equity

All 72 skills in this repo
  • Adcom Label

    hh-health-AI/healthcare-equity

    This skill should be used when the user says "prep the AdCom for [asset]", "what will the advisory committee vote", "analyze the approved label", "label delta vs expectations", or within 48 hours of…

    101 GitHub stars~1.1k tokensUpdated 3 days ago
    Auto-check passed
  • Biomedical Claim Checker

    hh-health-AI/healthcare-equity

    A skill your agent uses to audit whether medical or scientific claims are supported by their citations, verify references, assess AI-generated biomedical text or identify overstatement in a press…

    101 GitHub stars~741 tokensUpdated 3 days ago
    Auto-check passed
  • Biomedical Claim Checker

    hh-health-AI/healthcare-equity

    A skill your agent uses when checking whether a medical or scientific claim is supported by its cited paper, verifying references, auditing an AI-generated biomedical answer or examining…

    101 GitHub stars~816 tokensUpdated 3 days ago
    Auto-check passed
  • Biosimilar Erosion

    hh-health-AI/healthcare-equity

    This skill should be used when the user asks about "biosimilar erosion", "Purple Book", "biologic exclusivity", "interchangeability", "how fast will [biologic] erode", "erosion curve", or needs the…

    101 GitHub stars~753 tokensUpdated 3 days ago
    Auto-check passed
  • Biotech Catalyst Radar

    hh-health-AI/healthcare-equity

    A skill your agent uses for a defined biotech trial watchlist, registry-version comparisons, catalyst calendars or changed enrollment, status and completion estimates.

    101 GitHub stars~760 tokensUpdated 3 days ago
    Auto-check passed
  • Biotech Catalyst Radar

    hh-health-AI/healthcare-equity

    A skill your agent uses to monitor a defined biotech trial watchlist, compare registry versions, build a catalyst calendar or explain changed enrollment, status or completion estimates.

    101 GitHub stars~846 tokensUpdated 3 days ago
    Auto-check passed

Questions about Reimbursement Impact

What does Reimbursement Impact do?

This skill should be used when the user asks "what does this CMS rule do to [TICKER]", "impact of the OPPS/PFS/IPPS rule", "reimbursement change impact", "how does the rate change affect…. Reimbursement Impact is an agent skill from hh-health-AI/healthcare-equity. This skill should be used when the user asks "what does this CMS rule do to [TICKER]", "impact of the OPPS/PFS/IPPS rule", "reimbursement change impact", "how does the rate change affect [company/procedure]", or when a coverage or coding change needs a dollar and revenue translation.

When should I use Reimbursement Impact?

Reimbursement Impact fits situations like: asks what does this CMS rule do to [TICKER]; impact of the OPPS/PFS/IPPS rule; reimbursement change impact; how does the rate change affect [company/procedure].

How do I install Reimbursement Impact in Claude Code?

Run `npx skills add hh-health-AI/healthcare-equity --skill reimbursement-impact -a claude-code`. Or copy the skill folder (modules/cms-reimbursement/skills/reimbursement-impact in hh-health-AI/healthcare-equity) into .claude/skills/reimbursement-impact in your project. Claude Code loads it when a task matches its description.

How do I install Reimbursement Impact in Codex?

Run `npx skills add hh-health-AI/healthcare-equity --skill reimbursement-impact -a codex`. Or copy the skill folder (modules/cms-reimbursement/skills/reimbursement-impact in hh-health-AI/healthcare-equity) into .agents/skills/reimbursement-impact in your project. Codex loads it when a task matches its description.

Can I use Reimbursement Impact in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add hh-health-AI/healthcare-equity --skill reimbursement-impact -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/reimbursement-impact, .gemini/skills/reimbursement-impact, .github/skills/reimbursement-impact and .opencode/skills/reimbursement-impact in your project.

What does Reimbursement Impact need to run?

SKILL.md names no scripts, command-line tools or credentials: Reimbursement Impact is instructions for the agent only.

Does Reimbursement Impact access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Reimbursement Impact safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Reimbursement Impact use?

Reimbursement Impact is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Reimbursement Impact use?

About 509 tokens (SKILL.md is roughly 2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 194 tokens, read only when the agent opens those files.

What are the alternatives to Reimbursement Impact?

Skills that share tags, products or a category with Reimbursement Impact: Sync Upstream (nyaruka/phonenumbers, 1.6k stars), Radiology Table (huang-sir1/radiology-skills, 1.9k stars), ERPClaw ERP Controller (avansaber/erpclaw, 116 stars) and Odoo Agency Fleet Review (erpipe-org/mcp-odoo, 421 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Reimbursement Impact?

hh-health-AI (a GitHub user) maintains it in hh-health-AI/healthcare-equity, which has 101 GitHub stars. The repository holds 72 skills in this directory. The repository was last updated on October 8, 2026.

Source: hh-health-AI/healthcare-equity on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.