Skill 审计报告

paperFig 审计报告.

Design, implement, revise, and validate publication-quality scientific figures from references, existing plotting code, and real project data. Trace every figure to source code and inputs; deconstruct reference figures; plan the scientific story and multi-panel structure; build complex model architecture and statistical panels; enforce a consistent visual system; and render-verify PDF/SVG/PNG outputs. Use for 科研配图, 论文配图, 找图的源代码, 参考图复刻与改造, 模型框架图, 多面板主图, figure redesign, or standardizing a research-figure process.

已阻止 · 阻止需审查生成于 2026年10月14日启发式元数据审计
78
审计
69
信任
81
质量
74
安全性
88
维护
92
安装

OpenAgentSkill 信任评分

69
人工审查

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

通过

94

5.1K 个 GitHub Stars

Star/Fork 活跃度

通过

82

5.1K 个 Star,200 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 2 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

警告

54

command execution surface, credential or environment access

安装可用性

通过

92

npx skills add WUBING2023/PaperSpine --skill paperFig

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

失败

36

secrets or environment access, shell or command execution

仓库证据

通过

86

https://github.com/WUBING2023/PaperSpine/tree/main/paperspine5/core/02_PaperFigure/02_paperFig_skill

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

8 通过 · 12 需审查

安装路径

92

通过

npx skills add WUBING2023/PaperSpine --skill paperFig

仓库

88

通过

https://github.com/WUBING2023/PaperSpine/tree/main/paperspine5/core/02_PaperFigure/02_paperFig_skill

许可证

86

通过

MIT

维护

88

通过

距上次推送 2 个月

AI 审查

55

检查

The submitted skill directory references mandatory files that are not present in the provided file list: references/research-figure-process.md, references/reference-deconstruction.md, references/architecture-and-multipanel-design.md, references/scientific-visual-qa.md, scripts/inspect_figure_project.py, and figmirror.py. If these are not packaged with the skill, the workflow cannot run as documented.

README/SKILL.md 完整度

86

通过

Usable description available

依赖风险

54

修复

command execution surface, credential or environment access

安装命令安全性

92

通过

标准软件包或运行时安装路径

权限范围

36

修复

secrets or environment access, shell or command execution

Star/Fork 活跃度

82

通过

5.1K 个 Star,200 个 Fork; 当前元数据中没有议题活跃度信息

采用度

88

通过

5.1K 个 GitHub Stars

警告

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • The submitted skill directory references mandatory files that are not present in the provided file list: references/research-figure-process.md, references/reference-deconstruction.md, references/architecture-and-multipanel-design.md, references/scientific-visual-qa.md, scripts/inspect_figure_project.py, and figmirror.py. If these are not packaged with the skill, the workflow cannot run as documented.
  • SKILL.md does not document dependencies or setup requirements (e.g., matplotlib, numpy, Pillow, PDF and spreadsheet tooling). A user or agent cannot reliably reproduce the environment.
  • The skill instructs the agent to execute or inspect existing plotting code and project artifacts, but it does not explicitly state safe execution boundaries for untrusted code, reference files, or downloaded content.
  • 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

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。

对比相近选项

下一步可审计的相关 Skill