by AI272 · Codex Skill · ★ 460
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Featured in: PPT Skills for Codex & Claude Code
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.
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 | 460 |
| Forks | 18 |
| Language | Python |
| Category | Codex Skill |
| Quality Score | 69/100 |
| Open Issues | 1 |
| Last Updated | 2026-06-23 |
| Created | 2026-06-03 |
| Platforms | claude-code, codex, python |
| Est. Tokens | ~16k |
speaker 中文说明 is a Codex skill project for academic presentations. It reads a real , combines text extraction, PPTX structure inspection, slide rendering, OCR, and vision review, then generates grounded speaker notes and injects the clean script into PowerPoint's speaker notes pane. Current skill package: Internal skill name: What It Solves Many presentation-note tools only read text boxes.
These tools work well together with speaker for enhanced workflows:
Looking for a speaker alternative? If you're comparing speaker with other codex skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.
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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: