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.
manual review
Test manually in an isolated workspace and compare against safer alternatives.
Required gates
Checks an agent must pass before install
Task fit
94
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
Install handoff is available.
- npx skills add CamusGIT/EvoQuant --skill academic-slides
Install command safety
92
standard package or runtime install path
- npx skills add CamusGIT/EvoQuant --skill academic-slides
Trust score
71
Potentially useful, but at least one trust signal needs human inspection.
- Manual review
- 212 GitHub stars
- Apache-2.0
Audit score
77
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
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
Apache-2.0
- Apache-2.0
Permission surface
86
filesystem or document access
- Browser automation: medium
- Network access: medium
- Filesystem access: medium
Validation plan
What the agent should do next
- 1Inspect repository, README/SKILL.md, license, and recent commits before production use.
- 2Install in an isolated workspace or sandbox with no production secrets available.
- 3Run the smallest representative task and record files touched, commands run, network access, and outputs.
- 4Compare the selected skill against at least one alternative when the eval status is review or failed.
- 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
warn76
Public metadata needs stronger README/SKILL.md context
Recent maintenance
pass88
2mo since push
Alternatives available
pass82
Alternative skills are available for comparison.