Skill 审计报告
mri-research-workflow 审计报告.
End-to-end MRI research assistant — take a project from idea to a published paper, and help write it. Use this WHENEVER the user wants to plan or run an MRI (or MRI + machine-learning) study and publish it: literature survey and finding the gap, forming a hypothesis/claim, designing experiments (datasets, baselines, metrics, ablations), running them, analyzing results, making figures/tables, and drafting + submitting a manuscript to a venue such as CVPR, MICCAI, NeurIPS, or Magnetic Resonance in Medicine (MRM). It orchestrates the whole flow and hands off to the specialized MRI expert agents. Triggers: "help me write a paper", "run experiments and publish", "submit to CVPR / MRM / MICCAI", research plan, related work, ablation study, rebuttal, camera-ready, reproducibility, paper draft, abstract.
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
警告48
26 个 GitHub Stars
Star/Fork 活跃度
警告43
26 个 Star,0 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 14 天
许可证清晰度
通过86
MIT
README/SKILL.md 完整度
通过86
元数据包含足够的用法与工作流上下文
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 KeWang0622/mri-research-skill --skill mri-research-workflow
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
信息72
filesystem or document access, network or browser access
仓库证据
通过86
https://github.com/KeWang0622/mri-research-skill/tree/main/skills/mri-research-workflow
审查状态
警告46
缺少 AI 审查批准
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 KeWang0622/mri-research-skill --skill mri-research-workflow
仓库
88
https://github.com/KeWang0622/mri-research-skill/tree/main/skills/mri-research-workflow
许可证
86
MIT
维护
100
距上次推送 14 天
AI 审查
55
Review approval is missing
README/SKILL.md 完整度
86
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
72
filesystem or document access, network or browser access
Star/Fork 活跃度
43
26 个 Star,0 个 Fork; 当前元数据中没有议题活跃度信息
采用度
42
26 个 GitHub Stars
警告
- Low GitHub adoption signal
- 缺少 AI 审查批准
- Quality score needs review
- GitHub adoption: 26 GitHub stars
- Stars/forks activity: 26 stars, 0 forks; issue activity unavailable in current metadata
- Review status: AI review approval is missing
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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