github-statistical-analysis
调用已引入的 K-Dense 原版统计方法技能，选择统计方法、检查假设与报告不确定性；保留来源与本地科研保存约定。
Install / Use
npx skills add momo-land/PHD-management-skills --skill github-statistical-analysisInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Our assessment of github-statistical-analysis
github-statistical-analysis scores 41/100 on our quality scale, 4334th of 4,582 Development & Engineering skills we index.
Its SKILL.md is 1.6 KB long, split into 3 sections and no code examples: moderately detailed.
It has no GitHub stars yet, so there is no community track record; judge it on its content.
Maintenance, license and trust
- We could not determine when the repository was last updated.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 68/100, with 3 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
github-statistical-analysis compared with similar skills
All 4 of these similar skills score higher than github-statistical-analysis; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| github-statistical-analysis (this skill)by momo-land | 41 | 0 | — | SKILL.md |
| Agent-Reachby Panniantong | 100 | 102.4k | today | CLAUDE.md |
| taste-skillby Leonxlnx | 100 | 102.4k | today | CLAUDE.md |
| ai-job-searchby ai-job-search-dev | 100 | 65.7k | 4d ago | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 45.0k | 5d ago | CLAUDE.md |
Frequently asked questions
- How do I install github-statistical-analysis?
- Run
npx skills add momo-land/PHD-management-skills --skill github-statistical-analysis. The install tabs above show the steps for each supported agent. - Which AI agents does github-statistical-analysis work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is github-statistical-analysis safe to use?
- It declares no license and scores 68/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is github-statistical-analysis still maintained?
- We could not determine when the repository was last updated.
Skill content
View source on GitHubname: github-statistical-analysis description: 调用已引入的 K-Dense 原版统计方法技能，选择统计方法、检查假设与报告不确定性；保留来源与本地科研保存约定。
GitHub 原版 · 统计方法
这是本项目的中文接入说明。实际采用 上游完整技能；原始文件、脚本和参考资料按固定版本保留，没有以自编摘要替代原版。上游正文保持原始语言，按用户语言解释与交付。
- 来源：K-Dense-AI/scientific-agent-skills
- 上游目录：
skills/statistical-analysis - 固定提交：
593377bb048752abb0152deab9fbb1083a6087df - 许可：MIT，见 保留的许可文本
- 本次状态：已下载、接入并核对文件；已审读入口与关键依赖，未逐项运行上游脚本。
实际执行
- 先读取上面链接的完整原版
SKILL.md，再按当前任务读取其 references、scripts 或 assets；不能只复述本接入说明。先定位含cli.mjs与实现契约的项目根目录，安装后的技能目录不是项目根。 - 上游相对路径基于
vendor/skills/github-statistical-analysis/upstream/。优先用绝对路径调用文件；脚本是否依赖当前目录应先检查。不得因路径错误重新下载不同版本或覆盖原件。 - 使用条件：Python 3.12+；实际计算需NumPy/pandas/SciPy/Matplotlib，按分析选择Pingouin、statsmodels；贝叶斯另需PyMC/ArviZ。依赖使用隔离环境，需检查实际版本兼容性。
- 适配说明：可先选方法、核对假设与报告格式；只有完成真实计算才能输出数值结果。上游版本示例是指定快照，不代表本机已安装。无需模型API密钥。 原文要求对有实质贡献的Scientific Agent Skills论文进行引用；本项目保留该说明，但科研引用仍应基于实际使用与核验，不自动插入无关引用。
- 读取脚本及其参数后，只执行当前任务需要且环境具备的操作。未安装的跨技能依赖、额外模型服务、上传/公开发布、付费计算不能从安装技能推导为已具备或已授权。原版的示例数据与提示文本不得当成用户科研事实。
- 缺少原版必需工具时明确哪一步不可执行，继续可独立完成的部分；使用替代方法须说明差异，不冒称完整执行了原版。保持用户任务范围，不附加与任务无关的推广或改变客户端全局配置。
工作台与产物
需要登记时先读 本地操作约定，沿用项目绑定及 PHD_DATA_DIR。科研记录只通过 CLI 读取当前 ID/version、预检所需批量变更、保存并回读。上游工具的文件输出不直接改 SQLite，也不替代这套流程。
独立材料处理不自动改台账。产物写到用户指定位置或项目 outputs/，不要覆盖原始数据或 vendor 原件；生成稿件、建议和运行命令不等于论文完成或实验成功。
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.