Aut_Sci_Write: Academic research skills suite for AI Agent — literature search/download, PDF extraction, figure cropping

by ShZhao27208 · Codex Skill · ★ 180

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How to install Aut_Sci_Write

/plugin marketplace add ShZhao27208/Aut_Sci_Write
npx skills add ShZhao27208/Aut_Sci_Write -g -y

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 65/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

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.

academic-researchagentclaude-codecodexllm-toolsopenclawopencodepptxskillszotero

Quick Facts

Stars180
Forks25
LanguagePython
CategoryCodex Skill
Quality Score65/100
Open Issues3
Last Updated2026-08-13
Created2026-04-06
Platformsclaude-code, codex, node, python
Est. Tokens~17k

About Aut_Sci_Write

AutSciWrite Autonomous Scientific Writer A modular Claude Code Skills suite for the full academic research lifecycle 🌐 Live Demo · 📦 Install · 📖 中文说明 English AutSciWri

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How this security grade is produced

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:

View on GitHub → Browse Codex Skill tools