figure-description Eval
=======================

Status: review
Score: 78/100
Risk: medium
Decision: manual_review
Policy: review
Reason: Test manually in an isolated workspace and compare against safer alternatives.

Install:
npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill figure-description

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: Good trust signals with a few areas worth checking before rollout.
- PASS Audit score: Safe to try
- 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, filesystem or document access

Warnings:
- Trust score: Good trust signals with a few areas worth checking before rollout.
- 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, filesystem or document access
- High-risk permission hints: Shell or command execution
- The skill uses WebSearch and WebFetch but does not specify when or why they should be used, which could lead to unnecessary external calls.
- The skill assumes a specific directory structure (patent/figures) without providing a fallback if the structure is different.
- Quality score needs review

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 skill uses WebSearch and WebFetch but does not specify when or why they should be used, which could lead to unnecessary external calls.
- No OpenAgentSkill engagement data yet
- High-risk permission hints: Shell or command execution
- The skill assumes a specific directory structure (patent/figures) without providing a fallback if the structure is different.
- Quality score needs review
- Production credentials, payments, or irreversible account changes without explicit human review

URLs:
- Skill: https://www.openagentskill.com/skills/wanshuiyin-figure-description
- Audit: https://www.openagentskill.com/skills/wanshuiyin-figure-description/audit
- JSON: https://www.openagentskill.com/api/agent/evals?slug=wanshuiyin-figure-description