PenguinAI Medical Coding
ChatGPT pluginCode de-identified charts
PenguinAI Medical Coding turns de-identified medical charts into coding suggestions a professional coder can review.
- ICD-10-CM diagnosis codes with CMS-HCC v24, v28 and RxHCC mappings, each backed by MEAT evidence and a verbatim citation from the chart
- Home health episode coding: a principal diagnosis with its PDGM clinical group and sequenced secondary diagnoses
- Clinical summaries: diagnoses, medications, labs, vitals and timeline, with citations
- Accept or reject suggested codes, attributed to the signed-in coder
De-identified documents only: every upload is screened for patient identifiers, and charts that contain them are refused. Results are returned de-identified (encounters labelled by year).
Sign in with your Gwen account (gwen.penguinai.co). Suggestions are not billing determinations and must be reviewed by a qualified coder.
PenguinAI Medical Coding is #11,224 of 13,927 ChatGPT plugins by placement.
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Rank in Healthcare
5 listing changes logged · latest Nov 14: Capabilities, Description, Example prompts and 2 more. See what changed
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Healthcare207th of 260 by placement
| # | Plugin | Position | 7d |
|---|---|---|---|
| 205 | #11198 | — | |
| 206 | #11216 | — | |
| 207 | #11224 | — | |
| 208 | #11296 | 846places up | |
| 209 | #11301 | 742places up |
Example prompts
- “Code my attached de-identified chart: ICD-10 codes with HCC mappings and evidence.”
- “Summarize my attached de-identified chart: diagnoses, medications and timeline, with citations.”
- “Home health start of care: CHF exacerbation, type 2 diabetes with CKD stage 3a. Suggest the episode diagnosis codes.”
Skills
medical-chart-coding
Use PenguinAI Medical Coding to code de-identified medical charts — ICD-10-CM diagnoses with CMS-HCC v24/v28/RxHCC mappings and cited evidence, home health episode coding, and chart summaries. Use when the user attaches a de-identified chart or pastes a de-identified clinical note and asks for diagnosis codes, HCCs, risk adjustment, home health episode coding, or a clinical summary.
- Categories
- Made by
- Penguin AI · Website
- Sign-in
- On Install
- Capabilities
- ICD-10-CM coding, CMS-HCC mapping, Home health coding, Chart summaries, Coder decisions
- Availability
- Available
- Version
- 1.0.3
- Keywords
- medical coding, ICD-10, HCC, risk adjustment, healthcare, home health
- Created
- November 6, 2026
- More info
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