summarizing-clinical-notes SKILL.md skillA
summarizing-clinical-notes from maziyarpanahi/openmed is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add maziyarpanahi/openmed/summarizing-clinical-notes@v1.0Pins v1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- maziyarpanahi/openmed
- Path
skills/summarizing-clinical-notes/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0, committed Jul 20, 2026
- Size
- 6,969 bytes
- Repository stars
- 5,784
- License
- Apache-2.0
Produces structured, citation-anchored summaries of clinical notes — one-liner, hospital course, and problem-oriented views — where every claim cites a source span so nothing is hallucinated. Use after de-identifying notes when the user wants a discharge summary draft, handoff/SBAR, problem list, or chart-abstraction summary. De-identify FIRST with openmed.deidentify, then anchor summary claims to entity spans from openmed.analyze_text. Trigger keywords: summarize note, discharge summary…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Summarizing Clinical Notes with Span Citations A clinical summary is only useful if it is *faithful*: every statement must trace back to something the chart actually says. The failure mode for note summarization is the confident hallucination — an invented dose, a fabricated allergy, a discharge diagnosis that was never made. This skill produces summaries where **each line cites the source span** that supports it, so a clinician can verify in one glance and catch any fabrication. > **Not a medical device.** OpenMed and this skill assist documentation; they > do not diagnose, triage, or make autonomous clinical decisions. Every summary > is a *draft for clinician review and editing*. Surface that disclaimer in any > UI that renders these summaries. ## When to use - Drafting a discharge summary, transfer note, or SBAR/handoff from a long encounter. - Building a problem-oriented view (problem list with supporting evidence). - Generating a "one-liner" (the single-sentence patient summary) for rounds. - Chart abstraction where reviewers need quick, verifiable evidence pointers. ## Quick start De-identify before anything else, extract entities to anchor against, then …
Read the whole file at its exact version.
How to install
mdr add maziyarpanahi/openmed/summarizing-clinical-notes@sha256:e996ca1e8023b9b4The line at the top of this page pins the label v1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_krbr5tgk73444ayg)
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Versions
The registry has recorded 1 version of this file, committed on Jul 20, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6969 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
maziyarpanahi/openmed · 5,784 stars · license Apache-2.0 · pushed 2026-11-07 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_krbr5tgk73444ayg GET https://markdownregistry.com/api/v1/resolve?ref=maziyarpanahi/openmed/summarizing-clinical-notes GET https://markdownregistry.com/api/v1/blob/e996ca1e8023b9b4758c0f21b1aa7e05ca9e83dcd3b8ee89bbd352a7b04716c7
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.