Skill 审计报告
ml4t-regime-features 审计报告.
Features capturing market regime - volatility state, trend strength, and liquidity conditions. Use when building regime-aware models or conditioning on changing market environments.
OpenAgentSkill 信任评分
OpenAgentSkill 信任评分
Trust Score 帮助 Agent 在安装前判断一个 Skill 是否足以进入候选清单。
GitHub 采用度
失败30
20 个 GitHub Stars
Star/Fork 活跃度
失败37
20 个 Star，11 个 Fork; 当前元数据中没有议题活跃度信息
近期维护
通过100
距上次推送 15 天
许可证清晰度
通过86
Apache-2.0
README/SKILL.md 完整度
信息76
公开元数据需要更完整的 README/SKILL.md 上下文
依赖与运行时风险
通过90
公开元数据中未发现主要依赖风险提示
安装可用性
通过92
npx skills add ml4t/skills --skill ml4t-regime-features
安装命令安全性
通过92
标准软件包或运行时安装路径
权限范围
通过100
公开元数据中未发现高风险权限范围
仓库证据
通过86
https://github.com/ml4t/skills/tree/main/features/regime-features
审查状态
信息66
可用 AI 审查数据
Agent 验证结果
信息54
暂未有 Agent 结果数据
检查项
安装与采用审查
安装路径
92
npx skills add ml4t/skills --skill ml4t-regime-features
仓库
88
https://github.com/ml4t/skills/tree/main/features/regime-features
许可证
86
Apache-2.0
维护
100
距上次推送 15 天
AI 审查
55
No explicit input/output schema is defined in SKILL.md; the expected columns and data formats are only implied by code examples.
README/SKILL.md 完整度
84
Usable description available
依赖风险
90
公开元数据中未发现主要依赖风险提示
安装命令安全性
92
标准软件包或运行时安装路径
权限范围
100
公开元数据中未发现高风险权限范围
Star/Fork 活跃度
37
20 个 Star，11 个 Fork; 当前元数据中没有议题活跃度信息
采用度
42
20 个 GitHub Stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
警告
- Financial research output is not financial advice; require human review before any live investment decision
- No explicit input/output schema is defined in SKILL.md; the expected columns and data formats are only implied by code examples.
- The skill references the external `ml4t-engineer` library without setup or installation instructions, so the production implementation is not directly runnable.
- Rolling windows create leading nulls, but the skill does not explain how to handle warm-up periods or incomplete rolling statistics.
- Low GitHub adoption signal
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- GitHub adoption: 20 GitHub stars
- Stars/forks activity: 20 stars, 11 forks; issue activity unavailable in current metadata
方法
本报告综合公开元数据、AI 审查输出、仓库活跃度、安装就绪度、OpenAgentSkill 事件、质量评分、信任检查和 Agent 安全门槛；它不是完整的源代码安全审计。
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