OpenAgentSkill
GitHub200+

Skill 审计报告

chem-msms-predict 审计报告.

Predict LC-MS/MS (MS2, tandem mass spectra) from SMILES via ICEBERG, a two-stage deep neural network. Outputs predicted m/z vs intensity spectrum, fragment ion SMILES, and a spectrum plot.

已阻止 · 阻止需审查生成于 2026年10月12日启发式元数据审计
73
审计
65
信任
66
质量
72
安全性
88
维护
92
安装

OpenAgentSkill 信任评分

65
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

信息

62

161 个 GitHub Stars

Star/Fork 活跃度

警告

57

161 个 Star，24 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

警告

54

command execution surface, credential or environment access

安装可用性

通过

92

npx skills add learningmatter-mit/AtomisticSkills --skill chem-msms-predict

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

22

secrets or environment access, shell or command execution

仓库证据

通过

86

https://github.com/learningmatter-mit/AtomisticSkills/tree/main/.agents/skills/chem-msms-predict

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

6 通过 · 13 需审查

安装路径

92

通过

npx skills add learningmatter-mit/AtomisticSkills --skill chem-msms-predict

仓库

88

通过

https://github.com/learningmatter-mit/AtomisticSkills/tree/main/.agents/skills/chem-msms-predict

许可证

86

通过

MIT

维护

88

通过

距上次推送 1 个月

AI 审查

55

检查

The skill requires manual download of ICEBERG checkpoints from an external GitHub release, which introduces a supply-chain dependency that is not automated or verified.

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

22

修复

secrets or environment access, shell or command execution

Star/Fork 活跃度

57

修复

161 个 Star，24 个 Fork; 当前元数据中没有议题活跃度信息

采用度

68

信息

161 个 GitHub Stars

警告

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • The skill requires manual download of ICEBERG checkpoints from an external GitHub release, which introduces a supply-chain dependency that is not automated or verified.
  • The SKILL.md excerpt is truncated at the end ('Si'), but the full file likely contains complete constraints; no critical information appears missing.
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, shell or command execution
  • Stars/forks activity: 161 stars, 24 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

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

chem-similarity-search

Find structurally similar chemical compounds using PubChem's 2D fast similarity engine via the PUG-REST API.

161 Stars · 审计报告

chem-hazard-toxicity

Extract explicit safety warnings, GHS classifications, LD50 toxicity profiles, and acute oral toxicity triage from PubChem PUG VIEW.

161 Stars · 审计报告