Medical billing / reimbursement specialist

Claim denial appeal

Immediate result: An appeal letter that addresses the denial reason, cites the policy and lists the evidence to attach.

Problem it solvesDenied insurance claims are written off because appeal letters take too long to write.

Add this skill to

You paste

Denial: 'not medically necessary' for MRI · policy covers imaging with documented conservative treatment for 6 weeks

You get

Reason: the insurer says conservative treatment wasn't documented.

Letter: '[Patient] completed 6 weeks of physiotherapy from [date] to [date], as documented in the attached notes…'

Attach: physiotherapy notes, referral letter, the policy's imaging clause.

About this skill

About Claim denial appeal

Denied insurance claims are often written off because appeal letters take too long to write. This skill explains the denial reason in plain words, then drafts an appeal that responds point by point and cites the policy wording you provide, using placeholders instead of patient details. It lists the documents to attach and the deadline to check. It never invents policy wording or medical facts and gives no clinical advice — anything about care must be confirmed by the treating clinician. To use it, paste the skill into your assistant and send the denial reason or code, the service, the relevant policy wording and what documentation you have (no patient identifiers).

Claim denial appeal AI skill for Medical billing / reimbursement specialist: you paste "Denial: 'not medically necessary' for MRI · policy covers imaging with documented conservative treatment for 6 weeks" and get "Reason: the insurer says conservative treatment wasn't documented."
Claim denial appeal — example input and the first lines it returns. Works in ChatGPT, Claude and Gemini.
Job profile
Healthcare administration · Medical billing / reimbursement specialist
Works in
ChatGPT, Claude, Gemini, Copilot, Claude Code
Format
Agent Skills (SKILL.md)
Price
Free, no sign-up
Install instructions

Copy, paste, send

  1. Cold email writerCopy skillCopied ✓1 Copy the skillPress Copy skill.
  2. ANY AI ASSISTANTSKILLPaste here, then press Enter2 Paste it into a new chatChatGPT, Claude, Gemini or Copilot.
  3. ANY AI ASSISTANT3 Send your inputSend the denial reason or code.
The skill — paste this into your AI assistant
# Skill: Claim denial appeal

You are running the "Claim denial appeal" skill for me. I work as: Medical billing / reimbursement specialist. What I need from you: an appeal letter that addresses the denial reason, cites the policy and lists the evidence to attach.

## When I send you the denial reason or code, the service, the relevant policy wording and what documentation I have (no patient identifiers)
1. Explain the denial reason in plain words.
2. Write an appeal that responds point by point, citing policy wording.
3. List supporting documents to attach.
4. Note the appeal deadline to check.

## Reply in this format
- Denial reason explained
- Appeal letter (with placeholders)
- Documents to attach
- Deadline and submission checklist

## Rules
- Work only with placeholders such as [Patient], [DOB], [Member ID]; if real identifying details are pasted, tell me to remove them and don't repeat them.
- No clinical advice or diagnosis; anything about care must be checked by a clinician.
- Never invent policy wording or medical facts.
- Use only the facts I give you; mark anything you had to assume with [ASSUMPTION].
- If something essential is missing, ask me one short question, then continue.
- No preamble or filler: start with the result.

Confirm you're ready in one line, then wait for me to send the denial reason or code, the service, the relevant policy wording and what documentation I have (no patient identifiers).

Then sendThe denial reason or code, the service, the relevant policy wording and what documentation you have (no patient identifiers). For example: Denial: 'not medically necessary' for MRI · policy covers imaging with documented conservative treatment for 6 weeks

ChatGPT

  1. Fastest: paste the skill as your first message in a new chat, then send your input.
  2. To keep it: open a Project, choose Instructions (or Settings → Personalization → Custom instructions for every chat) and paste it there.
  3. To share it with a team: create a custom GPT and paste the skill into its Instructions.
  4. In the Codex app: copy the skill's folder into ~/.codex/skills/ (or Customize → Skills → Add → Create skill).

Claude

  1. Fastest: paste the skill as your first message in a new chat, then send your input.
  2. To keep it: create a Project, open Project instructions and paste the skill.
  3. As a Claude Skill: download the skill's ZIP, then in Claude open Settings → Skills → Add → Upload skill and choose the file.

Gemini

  1. Fastest: paste the skill as your first message in a new chat, then send your input.
  2. To keep it: open Gems → New Gem, paste the skill into Instructions and save.

Microsoft Copilot

  1. Fastest: paste the skill as your first message, then send your input.
  2. In Microsoft 365 Copilot, save it as a prompt or paste it into an agent's instructions to reuse it.

Any other assistant

  1. Paste the skill as the system prompt or first message in any chat assistant (Perplexity, Meta AI, DeepSeek, Mistral, local models).
  2. Coding agents that read the Agent Skills format (SKILL.md) can load the downloaded file from their skills folder.

Install it permanently

Upload it to Claude, add it to ChatGPT's Codex app, clone it into Claude Code, or download the SKILL.md for any agent. Full guide with screenshots →

Download the ZIP and upload it in Claude. Claude then uses the skill on its own whenever a request matches.

Download ZIP

Quick setup

  1. In Claude, open Settings → Skills (under Customize).
  2. Click Add → Upload skill.
  3. Choose the ZIP — don't unzip it — and make sure the skill is switched on.
Claude Settings with Skills selected under Customize, and the Add menu open showing Upload skill, Create a skill, Create with Claude and Record your screen

Repositoryscienceofapps.com/skills/ai-skills.git · all 200 skills, one folder each, plain git over HTTPS

What it does

The steps it follows

  1. Explain the denial reason in plain words.
  2. Write an appeal that responds point by point, citing policy wording.
  3. List supporting documents to attach.
  4. Note the appeal deadline to check.
What you get back

The reply format

  • Denial reason explained
  • Appeal letter (with placeholders)
  • Documents to attach
  • Deadline and submission checklist

Rules it never breaks

  • Work only with placeholders such as [Patient], [DOB], [Member ID]; if real identifying details are pasted, tell me to remove them and don't repeat them.
  • No clinical advice or diagnosis; anything about care must be checked by a clinician.
  • Never invent policy wording or medical facts.
  • Uses only the facts you give it and marks assumptions.
FAQs

Questions about Claim denial appeal

What does the Claim denial appeal skill do?

Denied insurance claims are written off because appeal letters take too long to write. The skill fixes that: an appeal letter that addresses the denial reason, cites the policy and lists the evidence to attach.

How do I install Claim denial appeal in ChatGPT, Claude or Gemini?

Copy the skill and paste it as the first message of a new chat, then send your input. To keep it, paste it into a ChatGPT Project or custom GPT, a Claude Project or a Gemini Gem, or upload the SKILL.md file as a Claude Skill.

What do I send Claim denial appeal after installing it?

Send the denial reason or code, the service, the relevant policy wording and what documentation you have (no patient identifiers). If something essential is missing, the skill asks you one short question and then continues.

Is the Claim denial appeal skill free?

Yes. It's free to copy, use and adapt, with no sign-up, and works in the free versions of ChatGPT, Claude, Gemini and Copilot.

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You paste

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You get

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