medical-coding-audit
Review clinical documentation and assigned codes for accuracy, compliance, and optimization, identifying documentation improvement opportunities and coding errors
npx skills add a5c-ai/babysitter --skill medical-coding-audit --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Medical Coding Audit Review clinical documentation and assigned codes for accuracy, compliance, and optimization, identifying documentation improvement opportunities and coding errors. ## Overview This skill enables auditing of medical coding accuracy and compliance. It encompasses documentation review, code validation, error identification, and improvement recommendations to ensure accurate reimbursement and regulatory compliance. ## Capabilities ### Code Review - ICD-10-CM/PCS validation - CPT/HCPCS verification - Modifier appropriateness - Sequencing accuracy - Specificity assessment ### Documentation Analysis - Clinical support review - Query identification - Documentation gaps - Clarity assessment - Medical necessity ### Compliance Validation - Coding guidelines adherence - Payer rules compliance - Fraud and abuse screening - Audit trail review - Regulatory requirements ### Error Identification - Upcoding detection - Unbundling identification - Missing charges - Incorrect modifiers - Sequencing errors ## Usage Guidelines ### Audit Process 1. Select audit sample 2. Review documentation 3. Validate code assignments 4. Identify discrepancies 5. Document findings 6. Calculate ac
- Overview
- Capabilities
- Code Review
- Documentation Analysis
- Compliance Validation
- Error Identification
- Usage Guidelines
- Audit Process
- Audit Types
- Documentation Standards
- Integration Points
- Related Processes
- Collaborating Skills
- References
What does the medical-coding-audit skill do?
Review clinical documentation and assigned codes for accuracy, compliance, and optimization, identifying documentation improvement opportunities and coding errors
How do I install it?
Run `npx skills add a5c-ai/babysitter --skill medical-coding-audit --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From a5c-ai/babysitter, a repository with 1,642 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.