Skill audit report
ad-fatigue-refresh-ai-hive Audit report.
Use this skill when the user asks for 广告疲劳、素材焕新、创意衰退、广告优化、信息流素材，或要为电商、广告、营销、短剧、漫剧、带货与种草内容完成广告疲劳检测与AI焕新。它服务广告投手、增长团队、品牌创意和素材运营：接收历史素材、日期、频次、CTR/CVR或用户反馈、商品事实和预算，交付基于用户数据的疲劳诊断、保留变量、替换变量、新脚本和素材焕新批次。特色是用表现数据判断该保留什么，而不是把全部素材推倒重来；需要生成素材时通过AI-HIVE OpenAPI完成配置查询、参考素材上传、价格快照、COST_FIRST/SPEED_FIRST/SUCCESS_FIRST路由、异步轮询和下载。不要把本Skill用于未授权复刻、虚假商品声明、伪造用户证言或规避平台规则。
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
FAIL30
2 GitHub stars
Stars/forks activity
FAIL32
2 stars, 1 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
3mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
WARN46
command execution surface, credential or environment access
Install availability
PASS92
npx skills add wubin1836/ai-hive-agent-skills --skill ad-fatigue-refresh-ai-hive
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL36
secrets or environment access, shell or command execution
Repository evidence
PASS86
https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/ad-fatigue-refresh-ai-hive
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 wubin1836/ai-hive-agent-skills --skill ad-fatigue-refresh-ai-hive
Repository
88
https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/ad-fatigue-refresh-ai-hive
License
86
MIT
Maintenance
88
3mo since push
AI review
55
Scripts are not fully shown in the provided excerpt (videogen.py is truncated), but the visible code appears safe and standard.
README/SKILL.md completeness
84
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
36
secrets or environment access, shell or command execution
Stars/forks activity
32
2 stars, 1 forks; issue activity unavailable in current metadata
Adoption
42
2 GitHub stars
Warnings
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- Scripts are not fully shown in the provided excerpt (videogen.py is truncated), but the visible code appears safe and standard.
- Skill is heavily tied to a single external API (AI-Hive), which may limit portability, but this is clearly stated.
- Documentation is primarily in Chinese, which may reduce accessibility for non-Chinese users, but this aligns with the target audience.
- Low GitHub adoption signal
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- GitHub adoption: 2 GitHub stars
- Stars/forks activity: 2 stars, 1 forks; issue activity unavailable in current metadata
- 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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