autonomous-oncology-agent SKILL.md skillA
autonomous-oncology-agent from fridrichmethod/awesome-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fridrichmethod/awesome-skills/autonomous-oncology-agent@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fridrichmethod/awesome-skills
- Path
skills/autonomous-oncology-agent/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.0, committed May 20, 2026
- First version recorded
- May 17, 2026
- Size
- 3,051 bytes
- Repository stars
- 15
- License
- a license file GitHub does not identify
Precision Oncology.
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
<!-- # COPYRIGHT NOTICE # This file is part of the "Universal Biomedical Skills" project. # Copyright (c) 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu> # All Rights Reserved. # # This code is proprietary and confidential. # Unauthorized copying of this file, via any medium is strictly prohibited. # # Provenance: Authenticated by MD BABU MIA --> # Autonomous Clinical AI Agent (Oncology) This skill implements the capabilities of the "Autonomous Clinical AI Agent" described in Nature Cancer (2025). It combines Large Language Models (LLMs) for reasoning with specialized vision models for pathology image analysis to support precision oncology decision-making. ## When to Use This Skill * **Precision Oncology**: For interpreting complex cancer cases involving pathology, genomics, and clinical history. * **Biomarker Detection**: To identify status of key biomarkers (MSI, KRAS, BRAF) from pathology slides (H&E). * **Guideline Adherence**: To check treatment plans against NCCN or ASCO guidelines (via OncoKB/PubMed). * **Multimodal Synthesis**: When you need to combine image data and text reports. ## Core Capabilities …
Read the whole file at its exact version.
How to install
mdr add fridrichmethod/awesome-skills/autonomous-oncology-agent@sha256:ee072e53739c78bcThe line at the top of this page pins the label v1.0.0, 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_kzwzuo4xmw3dc7qv)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 17, 2026 and May 20, 2026, about one every 4 days. Its first recorded version is graded C and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-05-20 | 7a7a671 | 3,051 B | A | view · diff |
| git:20260517.81511a7 | 2026-05-17 | 81511a7 | 3,050 B | C | view |
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 (3051 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
fridrichmethod/awesome-skills · 15 stars · license a license file GitHub does not identify · pushed 2026-10-18 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kzwzuo4xmw3dc7qv GET https://markdownregistry.com/api/v1/resolve?ref=fridrichmethod/awesome-skills/autonomous-oncology-agent GET https://markdownregistry.com/api/v1/blob/ee072e53739c78bcf425bf9c90cbc9ae71de92c952c44c572a04d44a64320100
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.