Skill audit report
novel-art Audit report.
给 AI 短剧出美术设定集（场景 + 叙事道具）：场景的设计意图、一致性锚点、光照时段变体、 空景提示词；道具的戏剧功能、状态变体、尺度参照、白底无手提示词。 产出 art.json + Markdown + 单页评审报告（含导出 JSON）。 为 AI 生成而设计，不是实拍——环境和道具都是生成资产，交付的是让它们跨集长一样的一致性方案； 11 道质量门全部由脚本确定性检查（锚点 3–5、无人无手、白底可抠、尺度短语、提示词英文……）。 有 novel-outline 的 outline.json 就用 seed 预填场景清单与出现集；出图走 codex 内置 $imagegen（可选）。 零依赖、零 API key，用当前会话额度。 Use when asked to 场景设定、出场景、环境设定集、场景一致性、scene bibles for AI short drama。
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
PASS86
2.6K GitHub stars
Stars/forks activity
PASS83
2.6K stars, 333 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
WARN46
command execution surface, credential or environment access
Install availability
PASS92
npx skills add eternityspring/shuohao-skills --skill novel-art
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL24
secrets or environment access, shell or command execution
Repository evidence
PASS86
https://github.com/eternityspring/shuohao-skills/tree/main/skills/novel-art
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add eternityspring/shuohao-skills --skill novel-art
Repository
88
https://github.com/eternityspring/shuohao-skills/tree/main/skills/novel-art
License
86
Apache-2.0
Maintenance
88
2mo since push
AI review
55
SKILL.md is primarily in Chinese, which may reduce discoverability and usability for non-Chinese agents despite the presence of README.en.md.
README/SKILL.md completeness
86
Usable description available
Dependency risk
46
command execution surface, credential or environment access
Install command safety
92
standard package or runtime install path
Permission surface
24
secrets or environment access, shell or command execution
Stars/forks activity
83
2.6K stars, 333 forks; issue activity unavailable in current metadata
Adoption
88
2.6K GitHub stars
Warnings
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- SKILL.md is primarily in Chinese, which may reduce discoverability and usability for non-Chinese agents despite the presence of README.en.md.
- There is no explicit statement in SKILL.md that outline.json, cast.json, or other input files should be treated as untrusted data and safely escaped/validated before being embedded into generated reports.
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- Dependency/runtime risk: command execution surface, credential or environment access
- Permission surface: secrets or environment access, shell or command execution
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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