Pre-install eval

academic-slides Eval report.

A machine-readable install decision for agents: task fit, Trust Score, Audit Score, install safety, permission surface, and a concrete validation plan before this skill touches a workspace.

Needs reviewMedium riskREVIEW Policy
71
Eval report
71
Trust
77
Audit
57
Agent safety

manual review

Test manually in an isolated workspace and compare against safer alternatives.

Required gates

Checks an agent must pass before install

Open JSON

Task fit

94

pass

Task wording matches this skill metadata.

  • Evaluate academic-slides before installing it in an agent workflow
  • design-creative
  • Presentation generation workflows; Claude Code teams; builders willing to evaluate younger projects

Install path

92

pass

Install handoff is available.

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

Install command safety

92

pass

standard package or runtime install path

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

Trust score

71

warn

Potentially useful, but at least one trust signal needs human inspection.

  • Manual review
  • 212 GitHub stars
  • Apache-2.0

Audit score

77

warn

Needs review

  • 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.

Agent safety gate

57

warn

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

  • Test manually in an isolated workspace and compare against safer alternatives.
  • 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.

License clarity

86

pass

Apache-2.0

  • Apache-2.0

Permission surface

86

pass

filesystem or document access

  • Browser automation: medium
  • Network access: medium
  • Filesystem access: medium

Validation plan

What the agent should do next

  1. 1Inspect repository, README/SKILL.md, license, and recent commits before production use.
  2. 2Install in an isolated workspace or sandbox with no production secrets available.
  3. 3Run the smallest representative task and record files touched, commands run, network access, and outputs.
  4. 4Compare the selected skill against at least one alternative when the eval status is review or failed.
  5. 5Promote only after the agent reports a successful verification result and unresolved warnings are accepted.

Do not use when

Conditions that require another skill

  • teams that need a vendor-supported SLA
  • production agents without a repository review
  • 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

Supporting checks

Trust signals behind the decision

README/SKILL.md completeness

warn

76

Public metadata needs stronger README/SKILL.md context

Recent maintenance

pass

88

2mo since push

Alternatives available

pass

82

Alternative skills are available for comparison.