Skill 审计报告
python-env-manager 审计报告.
Single source of truth for "which Python environment manager does this project use, and how do I install a package with it?". Owns the detection table (pixi / uv / poetry / hatch / conda+mamba / pip+venv), the install / remove / upgrade commands per manager, and the bootstrap path when no manager is in place (default recommendation: pixi). Stops at "the install command was issued with the right manager and the package is importable". TRIGGER when (any of these): (1) **about to install / add / pin / upgrade / remove a Python package** — `pip install`, `pixi add`, `uv add`, `poetry add`, `conda install`, etc. — under any framing; (2) `data-science-python-stack` § "Missing dependency" surfaced a missing import and an install is the next step; (3) a workflow skill's Stop condition fired on a missing dependency (`build-ml-pipeline`, `evaluate-ml-pipeline`, `organize-ml-workspace`, `audit-ml-pipeline`); (4) starting a new Python project and no manager is in place yet (bootstrap with pixi unl
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
119 个 GitHub Stars
Star/Fork 活跃度
警告51
119 个 Star，7 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
BSD-3-Clause
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44
command execution surface, credential or environment access
安装可用性
通过92
npx skills add probabl-ai/skills --skill python-env-manager
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/probabl-ai/skills/tree/main/skills/python-env-manager
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 probabl-ai/skills --skill python-env-manager
仓库
88
https://github.com/probabl-ai/skills/tree/main/skills/python-env-manager
许可证
86
BSD-3-Clause
维护
88
距上次推送 2 个月
AI 审查
55
The skill references gates (G-ENV-MGR, G-ENV-SCOPE, etc.) that are defined in other skills; ensure those are available when this skill is used in isolation.
README/SKILL.md 完整度
86
Usable description available
依赖风险
44
command execution surface, credential or environment access
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
36
secrets or environment access, shell or command execution
Star/Fork 活跃度
51
119 个 Star，7 个 Fork; 当前元数据中没有议题活跃度信息
采用度
68
119 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
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- Financial research output is not financial advice; require human review before any live investment decision
- The skill references gates (G-ENV-MGR, G-ENV-SCOPE, etc.) that are defined in other skills; ensure those are available when this skill is used in isolation.
- The SKILL.md is very long and dense; it may be challenging for an agent to parse all rules quickly, though the structure is logical.
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- Stars/forks activity: 119 stars, 7 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。
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