autonomous-oncology-agent
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.
Install / Use
npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill autonomous-oncology-agentInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AI & Machine LearningSupported Platforms
Our assessment of autonomous-oncology-agent
autonomous-oncology-agent scores 86/100 on our quality scale, 425th of 812 AI & Machine Learning skills we index.
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 3,034 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated about 2 months ago, so autonomous-oncology-agent is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
autonomous-oncology-agent compared with similar skills
All 4 of these similar skills score higher than autonomous-oncology-agent; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| autonomous-oncology-agent (this skill)by FreedomIntelligence | 86 | 3.0k | 2mo ago | SKILL.md |
| claude-memby thedotmack | 100 | 94.8k | today | CLAUDE.md |
| Understand-Anythingby Egonex-AI | 100 | 84.4k | today | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 74.0k | 1d ago | CLAUDE.md |
| CowAgentby zhayujie | 100 | 47.1k | today | CLAUDE.md |
Frequently asked questions
- How do I install autonomous-oncology-agent?
- Run
npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill autonomous-oncology-agent. The install tabs above show the steps for each supported agent. - Which AI agents does autonomous-oncology-agent work with?
- It is written for Zed, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is autonomous-oncology-agent safe to use?
- It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is autonomous-oncology-agent still maintained?
- The repository was last updated about 2 months ago, so autonomous-oncology-agent is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.