academic-integrity-rewrite Eval
===============================

Status: review
Score: 67/100
Risk: medium
Decision: manual_review
Policy: review
Reason: Test manually in an isolated workspace and compare against safer alternatives.

Install:
npx skills add lin1111-1/academic-integrity-rewrite --skill academic-integrity-rewrite

Required checks:
- PASS Task fit: Task wording matches this skill metadata.
- PASS Install path: Install handoff is available.
- PASS Install command safety: standard package or runtime install path
- WARN Trust score: Potentially useful, but at least one trust signal needs human inspection.
- WARN Audit score: Needs review
- WARN Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
- PASS License clarity: MIT
- WARN Permission surface: shell or command execution

Warnings:
- Trust score: Potentially useful, but at least one trust signal needs human inspection.
- Audit score: Needs review
- Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
- README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context
- Permission surface: shell or command execution
- High-risk permission hints: Shell or command execution
- The audit script's measurement regex may miss some uncommon unit notations (e.g., scientific notation, complex compound units), but this is explicitly acknowledged in the skill and manual review is recommended.
- No explicit handling for non-UTF8 encodings in plain text files, though most modern editors default to UTF-8.
- Quality score needs review
- GitHub adoption: 82 GitHub stars
- Stars/forks activity: 82 stars, 2 forks; issue activity unavailable in current metadata

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

Do not use when:
- teams that need a vendor-supported SLA
- production agents without a repository review
- The audit script's measurement regex may miss some uncommon unit notations (e.g., scientific notation, complex compound units), but this is explicitly acknowledged in the skill and manual review is recommended.
- High-risk permission hints: Shell or command execution
- No explicit handling for non-UTF8 encodings in plain text files, though most modern editors default to UTF-8.
- Quality score needs review
- GitHub adoption: 82 GitHub stars
- Stars/forks activity: 82 stars, 2 forks; issue activity unavailable in current metadata

URLs:
- Skill: https://www.openagentskill.com/skills/lin1111-1-academic-integrity-rewrite
- Audit: https://www.openagentskill.com/skills/lin1111-1-academic-integrity-rewrite/audit
- JSON: https://www.openagentskill.com/api/agent/evals?slug=lin1111-1-academic-integrity-rewrite