Skill audit report
nature-paper2ppt Audit report.
Build a complete Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, figure legends, or reading notes. Use for journal club, group meeting, thesis seminar, paper sharing, conference or defense decks, and Chinese requests such as 论文做PPT、论文汇报、组会PPT、文献汇报、学术汇报、做幻灯片、读书报告PPT. It classifies paper type, builds an evidence-led story, selects key figures, writes Chinese slide content and speaker notes, creates the actual .pptx, and runs corrective QA for complete figure crops, stable alignment, text overflow, and de-templated Chinese academic expression. Also trigger when improving weak paper-to-PPT output with cropped figures, loose alignment, obvious AI-style wording, or heavy manual rework.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
PASS100
39K GitHub stars
Stars/forks activity
PASS97
39K stars, 2.1K forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add Yuan1z0825/nature-skills --skill nature-paper2ppt
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS86
filesystem or document access
Repository evidence
PASS86
https://github.com/Yuan1z0825/nature-skills/tree/main/skills/nature-paper2ppt
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add Yuan1z0825/nature-skills --skill nature-paper2ppt
Repository
88
https://github.com/Yuan1z0825/nature-skills/tree/main/skills/nature-paper2ppt
License
86
Apache-2.0
Maintenance
88
2mo since push
AI review
55
No explicit security review of the audit script or any external dependencies is provided, but the described operations (reading papers, generating PPTX) appear safe.
README/SKILL.md completeness
84
Usable description available
Dependency risk
90
no major dependency risk hints in public metadata
Install command safety
92
standard package or runtime install path
Permission surface
86
filesystem or document access
Stars/forks activity
97
39K stars, 2.1K forks; issue activity unavailable in current metadata
Adoption
88
39K GitHub stars
Warnings
- No explicit security review of the audit script or any external dependencies is provided, but the described operations (reading papers, generating PPTX) appear safe.
- The SKILL.md excerpt is truncated, so the full routing protocol and safety boundaries are not fully visible, though the manifest and READMEs fill in most details.
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.