Skill audit report

academic-slides Audit report.

Use this skill for creating or refining an academic slide deck and the talk built around it: structuring a conference talk, thesis defense, lab meeting, or paper-to-slides deck; deciding the narrative arc and slide breakdown; improving slide design and visual hierarchy; planning rehearsal, timing, Q&A, and backup slides; or generating the .pptx. Reach for it when the user is shaping the presentation itself. Do not use for writing the paper, producing standalone speaker notes/scripts/transcripts, making posters, creating isolated figures/charts outside a slide deck, or building non-academic presentations.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 4, 2026Heuristic metadata audit
77
Audit
71
Trust
67
Quality
82
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

71
Manual review

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

INFO

62

212 GitHub stars

Stars/forks activity

WARN

51

212 stars, 3 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add CamusGIT/EvoQuant --skill academic-slides

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

86

filesystem or document access

Repository evidence

PASS

86

https://github.com/CamusGIT/EvoQuant/tree/main/EvoQuant/skills/academic-slides

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 6 Needs review

Install path

92

PASS

npx skills add CamusGIT/EvoQuant --skill academic-slides

Repository

88

PASS

https://github.com/CamusGIT/EvoQuant/tree/main/EvoQuant/skills/academic-slides

License

86

PASS

Apache-2.0

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

No critical security issues found. The skill uses allowed tools (write_file, edit_file, read_file, think_tool, execute) and instructs installation of standard npm/pip packages, which is acceptable for a slide-generation workflow.

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

90

PASS

no major dependency risk hints in public metadata

Install command safety

92

PASS

standard package or runtime install path

Permission surface

86

PASS

filesystem or document access

Stars/forks activity

51

FIX

212 stars, 3 forks; issue activity unavailable in current metadata

Adoption

68

INFO

212 GitHub stars

Warnings

  • No critical security issues found. The skill uses allowed tools (write_file, edit_file, read_file, think_tool, execute) and instructs installation of standard npm/pip packages, which is acceptable for a slide-generation workflow.
  • The skill references other skills (paper-planning, paper-writing) that are not included in this submission, but they are optional and the skill can operate independently.
  • Quality score needs review
  • Stars/forks activity: 212 stars, 3 forks; issue activity unavailable in current metadata

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.

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