academic-pptx-skill: A Claude Skill for creating academic presentations

Security audit verdict: SAFE · quality 68/100

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.

🧪 Tested by Agent Skills Hub

One of 28 tools we ran end to end on the same task for our PPT Skills for Codex & Claude Code page (2026-10-07).

Result: Needs one round of edits · Editability L2 · + drawn shapes · content rubric 100% · 2.4 min · added claims not in the brief

See the slides → · See the whole test →

Quick Facts

About academic-pptx-skill

Academic Presentations Skill for Claude (plus basic PDF summary of general advice) A Claude Skill for creating high-quality academic presentations: conference talks, seminar slides, thesis defenses, and grant briefings. Also includes a PDF which summarizes the advice (does not require use of Claude).

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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:

• SlowMist agent-security taxonomy
• Liu et al., An Empirical Study of Agent Skill Security (2026)
• Our census dataset (DOI 10.5281/zenodo.21292799) · Hugging Face mirror
• How we grade: all 42 rules, the source tiers and known limits
• Full methodology & who runs this