by jaechang-hits · Claude Skill · ★ 384
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Featured in: Claude Code Skills
git clone https://github.com/jaechang-hits/SciAgent-Skills.git
/plugin marketplace add jaechang-hits/SciAgent-SkillsTaken from the project's README on GitHub.
Flagged: install step in a code block runs a script from an untrusted host. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.
The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.
| Stars | 384 |
| Forks | 45 |
| Language | Python |
| Category | Claude Skill |
| Quality Score | 74/100 |
| Open Issues | 7 |
| Last Updated | 2026-11-04 |
| Created | 2026-02-18 |
| Platforms | claude-code, python |
| Est. Tokens | ~15k |
SciAgent-Skills 196 ready-to-use scientific skills for AI coding agents — covering genomics, proteomics, drug discovery, biostatistics, scientific computing, and scientific writing. Each skill is a self-contained SKILL.md file with runnable code examples, key parameters, troubleshooting guides, and best practices.
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Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: