Skill 审计报告
ai-research-explore 审计报告.
Rigor Explore compatible skill slug for meaningful and potentially novel deep learning research candidates. Use when the researcher has chosen the task family, dataset, benchmark, evaluation method, provided SOTA references, and wants candidate-only exploration on top of `current_research` with auditable repo understanding, idea gating, fair comparison, and governed experiments written to `explore_outputs/`. Do not use for README-first trusted reproduction, open-ended direction finding, narrow code-only or run-only exploration, passive repo analysis, verified novelty claims, or implicit experimentation.
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
信息62
484 个 GitHub Stars
Star/Fork 活跃度
警告57
484 个 Star，16 个 Fork; 当前元数据中没有议题活跃度信息
近期维护
通过88
距上次推送 1 个月
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 lllllllama/RigorPilot-Skills --skill ai-research-explore
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
警告50
shell or command execution, filesystem or document access
仓库证据
通过86
https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/ai-research-explore
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 lllllllama/RigorPilot-Skills --skill ai-research-explore
仓库
88
https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/ai-research-explore
许可证
86
MIT
维护
88
距上次推送 1 个月
AI 审查
55
SKILL.md references shared references under ../ai-research-reproduction/ which are not included in this submitted skill directory; if those files are not bundled or guaranteed present, the skill may not be fully operational.
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
50
shell or command execution, filesystem or document access
Star/Fork 活跃度
57
484 个 Star，16 个 Fork; 当前元数据中没有议题活跃度信息
采用度
68
484 个 GitHub Stars
警告
- Permission surface may require sandboxing
- SKILL.md references shared references under ../ai-research-reproduction/ which are not included in this submitted skill directory; if those files are not bundled or guaranteed present, the skill may not be fully operational.
- The skill delegates to other skills such as explore-code, explore-run, run-train, and analyze-project but does not clarify whether they are bundled, optional, or must be installed separately.
- No explicit setup or environment requirements are documented, such as where the isolated worktree should be created or what permissions are needed for executing runs and network lookups.
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- Stars/forks activity: 484 stars, 16 forks; issue activity unavailable in current metadata
- Permission surface: shell or command execution, filesystem or document access
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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