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git clone https://github.com/M1n-n9/academic-ppt-master.git ~/.codex/skills/academic-ppt-master
Taken from the project's README on GitHub. Check the security audit before running it.
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.
| Stars | 269 |
| Forks | 9 |
| Language | Python |
| Category | AI Tool |
| License | MIT |
| Quality Score | 61/100 |
| Last Updated | 2026-06-18 |
| Created | 2026-06-18 |
| Platforms | python |
| Est. Tokens | ~14k |
Academic PPT Master Academic PPT Master turns papers into editable PowerPoint decks for paper reading, journal clubs, thesis defense, and group reports. The two previews above were generated by giving the skill only the paper. No extra design prompt was used. You can also provide your own PPT template when you want the output to follow a lab, company, or course style.
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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: