Repository
xjtulyc/MedgeClaw agent skills
- skills
- 6
- GitHub stars
- 617
GitHub description: “Open-source AI research assistant for biomedicine — chat to run RNA-seq, drug discovery, clinical analysis, and more. Built on Claude Code with 140 K-Dense scientific skills, real-time dashboard, and RStudio/JupyterLab integration. | 开源生物医学 AI 研究助手，对话即可驱动转录组、药物发现、临床分析等工作流，集成 140 个科学技能与实时研究看板。”
- Stars
- 617 (134 forks)
- Licence
- No licence
- Last push
- Mar 2026
- Created
- Feb 2026
- Homepage
- medgeai.cn
Install all skills
npx skills add xjtulyc/MedgeClawAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in xjtulyc/MedgeClaw, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Guides an agent through reproducing papers built on the CHARLS health and retirement survey, from variable mapping to cognition, depression and isolation scores. | xjtulyc/ | 617 | 1 repo | ~1.8k | Automated safety check: Pass | No licence | 7 mo ago |
| 2 | Sends interactive Feishu group-chat cards that mix markdown text with uploaded chart or diagram images, for progress updates and analysis results. | xjtulyc/ | 617 | 1 repo | ~734 | Automated safety check: Notes | No licence | 7 mo ago |
| 3 | Routes bioinformatics, drug discovery, clinical and multi-omics tasks from a chat interface to Claude Code sessions running K-Dense scientific skills, with a live dashboard per task. | xjtulyc/ | 617 | 1 repo | ~2k | Automated safety check: Pass | No licence | 7 mo ago |
| 4 | Detects a usable Chinese, Japanese or Korean font and configures matplotlib so chart labels, titles and legends render instead of showing empty boxes. | xjtulyc/ | 617 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 7 mo ago |
| 5 | Six-phase process for reproducing a published paper's results from provided data, from variable mapping and sample filtering through regression tables and a written report. | xjtulyc/ | 617 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 7 mo ago |
| 6 | Generate professional SVG UI panels for structured information display. | xjtulyc/ | 617 | 1 repo | ~522 | Automated safety check: Pass | No licence | 7 mo ago |
Questions, answered from the data.
What is the best skill in xjtulyc/MedgeClaw?
CHARLS Paper Reproduction Guide from xjtulyc/MedgeClaw ranks first of the 6 skills in xjtulyc/MedgeClaw listed here, with the highest score: its repository has 617 GitHub stars, 1 other GitHub owner carry a copy, its SKILL.md loads about 1.8k tokens and it passes the automated safety check with no findings. Next come Feishu Rich Card Sender and Biomedical Analysis Dispatch.
Are the skills in xjtulyc/MedgeClaw official?
None yet. All 6 skills in xjtulyc/MedgeClaw listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from xjtulyc/MedgeClaw?
Run npx skills add xjtulyc/MedgeClaw in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.