Project report / GitHub evidence

OpenClaw Medical Skills Model Card

这是可索引项目报告证据页:它保留 OpenClaw Medical Skills Model Card 的源材料入口、机制线索和限制提醒;正文仍需 reader/editor 与 academic public-copy review 后才能当作最终结论引用。

OpenClaw Medical Skills Model Card

FieldValue
RepositoryFreedomIntelligence/OpenClaw-Medical-Skills
CategoryDomain Agent Skills Library
Stars / forks snapshot2500 / 357
LanguageMarkdown
LicenseUnknown
Raw captureraw-github/freedomintelligence_openclaw-medical-skills.md
Updated byhourly public metadata update, 2026-05-25

1. Role in Self Evolve

OpenClaw Medical Skills 是面向 OpenClaw/NanoClaw 的医学与生物信息 agent skills 库,用 869 个 SKILL.md 模块把数据库、API、临床和组学工作流接入通用 Agent。

2. Working Principle

domain skill corpus -> OpenClaw/NanoClaw install paths -> biomedical workflows -> specialized agent capability expansion

3. Evidence Path

web GitHub page observed 46 commits, 2.5k stars and 357 forks; README says it is the largest open-source medical AI skill library for OpenClaw, contains 869 curated skills across clinical, genomics, drug discovery, bioinformatics and medical devices, and each SKILL.md module teaches workflows, connects databases/APIs/tools, and produces clinically or scientifically relevant outputs. Shell GitHub API access remained blocked by DNS and local gh auth was invalid in this run, so this card treats the current snapshot as web-observed rather than API-verified.

4. Teaching Use

Use this card to explain Domain Agent Skills Library in the raw -> classification -> project card -> site/report pipeline. The reading path is: raw capture -> classification row -> public site card -> project report -> aggregate GitHub analysis.

5. Limits

当前未克隆源码,未运行 benchmark、skill install flows、memory experiments、MCP servers、agent evolution loops、security scanners 或 production deployments;star/fork/commit/release 快照来自公开 GitHub 页面文本或可见页面片段。