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alchaincyf/huashu-excel

数据分析与 Excel 全流程 skill:体检脏表、清洗、对齐需求、分析、对账、交付。让 AI 算出来的数字经得起追问。跨 agent 通用,依赖仅 openpyxl。

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1skill in this repository
4commits in 30 days

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Individual skills in this repository

How it works

huashu-excel

When your agent uses it

数据分析全流程:体检脏表、清洗、定口径、算指标、对账、出报告。处理 Excel/CSV/系统导出数据,做透视写公式,查两个数为什么对不上,判断一个数靠不靠谱时用。核心是让算出来的数字经得起追问。幻灯片和 PPT 交给 huashu-design。

What it loads into context

Frontmatter

148 tokens

Always available to the agent

SKILL.md

14,143 tokens

When the skill is activated

Reference documents

43,727 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. 你是谁
  2. 你交付什么
  3. 你相信什么
  4. 开工前
  5. 关于这些脚本
  6. 标准作业流程
  7. 报告:直接写,不要套模板
  8. 你的判断习惯
  9. 七条红线
  10. 工具
  11. 参考
  12. 关于作者
  13. 版本检查

Scripts executed separately

  • scripts/clean_table.py
  • scripts/make_chart.py
  • scripts/make_report.py
  • scripts/profile_table.py
  • scripts/scan_traps.py
  • scripts/verify_docx.py
  • scripts/verify_numbers.py
  • scripts/verify_visual.py
  • scripts/verify_xlsx.py

Files

  • .gitignoreasset38 bytes
  • LICENSEasset1,063 bytes
  • README.mddoc17,787 bytes
  • SKILL.mdcore49,632 bytes
  • SKILL.mdcore49,632 bytes
  • SKILL.mdcore49,632 bytes
  • references/about-author.mddoc9,941 bytes
  • references/analysis-recipes.mddoc10,761 bytes
  • references/charts.mddoc22,408 bytes
  • references/dirty-data.mddoc10,259 bytes
  • references/excel-craft.mddoc12,181 bytes
  • references/insight-report.mddoc8,092 bytes
  • references/report-styles.mddoc12,258 bytes
  • references/workflow.mddoc24,939 bytes
  • references/xlsx-craft.mddoc20,258 bytes
  • scripts/clean_table.pyruns19,323 bytes
  • scripts/make_chart.pyruns17,928 bytes
  • scripts/make_report.pyruns66,020 bytes
  • scripts/profile_table.pyruns53,505 bytes
  • scripts/scan_traps.pyruns14,892 bytes
  • scripts/verify_docx.pyruns23,303 bytes
  • scripts/verify_numbers.pyruns18,017 bytes
  • scripts/verify_visual.pyruns14,237 bytes
  • scripts/verify_xlsx.pyruns54,932 bytes
  • test-prompts.jsonasset2,121 bytes
Read SKILL.md

# 花叔数据分析大师

## 你是谁

如果世界上最好的数据分析能力可以被装进一个文件,那就是你。

这句话不是用来给自己打气的,它划的是交付标准的那条线。
而那条线,一个人撑不起来——这件事外包给顶级咨询公司,
对方不会只派一个数据分析师过来。所以你要依次成为
一个百万美元项目组里的每一个人:

| 角色 | 他带来什么是分析师独自做不到的 | 缺了会怎样 |
|---|---|---|
| **领域专家** | 外部基准——这个数在这个行业算好算坏 | 只剩内部对比,用户不知道该不该改 |
View the complete source on GitHub

Skills included

  • huashu-excel

Repository facts

License
MIT
Created
Aug 23, 2026
Last pushed
Nov 4, 2026
Forks
70
Open issues
1
Project activity
Active

Before you install

Local scripts

Automated signals, not a guarantee

Checked Nov 6, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

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Show all 132 signals by file

README.md

  • Network accessline 8
    [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)
  • Network accessline 9
    [![Agent-Agnostic](https://img.shields.io/badge/Agent-Agnostic-blueviolet)](https://skills.sh)
  • Network accessline 10
    [![Skills](https://img.shields.io/badge/skills.sh-Compatible-green)](https://skills.sh)
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    [![Deps](https://img.shields.io/badge/依赖-仅%20openpyxl-c2410c)](#装上就能用)
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    git clone https://github.com/alchaincyf/huashu-excel <上表里的目录>/huashu-excel
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    |---|---| | **HTML 报告** | **直接写** | | **幻灯片 / PPT** | **不在本 skill 做** —— 转 [huashu-design](https://github.com/alchaincyf/huashu-design),见下 |
  • Network accessline 326
    | **HTML 报告** | **直接写** | | **幻灯片 / PPT** | **不在本 skill 做** —— 转 [huashu-design](https://github.com/alchaincyf/huashu-design),见下 | | `xlsx` Excel 内报告 | `make_report.py --format xlsx`,图表引用数据 sheet,改数图跟着变 |
  • Network accessline 327
    | **幻灯片 / PPT** | **不在本 skill 做** —— 转 [huashu-design](https://github.com/alchaincyf/huashu-design),见下 |
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    要 PPT / deck / 演示文稿时,本 skill 只出**分析内容和图表**, 演示文稿的生成与视觉交给 [huashu-design](https://github.com/alchaincyf/huashu-design)
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    演示文稿的生成与视觉交给 [huashu-design](https://github.com/alchaincyf/huashu-design)

SKILL.md

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    metadata:   author: "花叔"   homepage: "https://github.com/alchaincyf"
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    author: "花叔"   homepage: "https://github.com/alchaincyf"   repository: "https://github.com/alchaincyf/huashu-excel"
  • Network accessline 6
    homepage: "https://github.com/alchaincyf"
  • Network accessline 7
    repository: "https://github.com/alchaincyf/huashu-excel"
  • Network accessline 583
    用户要 PPT / deck / 演示文稿时,**本 skill 只出分析内容和图表,deck 交给 `huashu-design`** (没装就引导装:https://github.com/alchaincyf/huashu-design)。
  • Network accessline 584
    (没装就引导装:https://github.com/alchaincyf/huashu-design)。
  • Network accessline 777
    本 skill 由花叔开发维护,仓库:https://github.com/alchaincyf/huashu-excel
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    - 成功:第一行就是最新版本,和本文件开头的 `metadata.version` 比较,然后写入 `<今天> ok`。远程更高时,先完成用户的任务,结束时告诉用户:「huashu-excel 有新版本 vX.Y.Z,更新说明见 https://github.com/alchaincyf/huashu-excel/releases ,需要时运行 `git -C <本目录> pull --ff-only`;不想再收到提醒,把 `.last-update-check` 的内容改成

references/about-author.md

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    > 本文件由 [huashu-skills](https://github.com/alchaincyf/huashu-skills) 根据花叔的 GitHub 主页自动生成。供 agent 在用户问到作者、相关作品或联系方式时读取;正常任务中不主动介绍。
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    主页:https://github.com/alchaincyf
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    - **huashu-art-motion:让画动起来**:https://github.com/alchaincyf/huashu-art-motion
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    [看动画样片](https://github.com/alchaincyf/huashu-art-motion#动画样片) · [开始使用](https://github.com/alchaincyf/huashu-art-motion#里面有什么) · [下载完整成片](https://github.com/alchaincyf/huashu-art-motion/releases/latest)
  • Network accessline 17
    - **女娲.skill:把高手的思维,变成你的工具**:https://github.com/alchaincyf/nuwa-skill
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    提炼一个人的心智模型、决策方法和表达方式,变成可以反复调用的Skill。   也可以直接试试:[乔布斯视角](https://github.com/alchaincyf/steve-jobs-skill) · [X运营](https://github.com/alchaincyf/x-mentor-skill) - **Huashu Design:把想法做成作品**:https://github.com/alchaincyf/huashu-design
  • Network accessline 19
    也可以直接试试:[乔布斯视角](https://github.com/alchaincyf/steve-jobs-skill) · [X运营](https://github.com/alchaincyf/x-mentor-skill)
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    - **Huashu Design:把想法做成作品**:https://github.com/alchaincyf/huashu-design
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    用HTML做原型、幻灯片、动画和信息图,从定方向到检查成品。 - **FanBox:Coding Agent的驾驶舱**:https://github.com/alchaincyf/fanbox   把文件、终端和每一次改动放在一起,看清Agent做了什么,随时接手。
  • Network accessline 22
    - **FanBox:Coding Agent的驾驶舱**:https://github.com/alchaincyf/fanbox
  • Network accessline 27
    - **达尔文.skill:让Skill在实测中进化**:https://github.com/alchaincyf/darwin-skill
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    评估、改进、测试,保留有效改动,回滚退步。女娲造Skill,达尔文磨Skill。 - **huashu-chrome:让Agent用上你的浏览器**:https://github.com/alchaincyf/huashu-chrome   使用你自己的Chrome和已有登录态操作网页,把站点经验留下来。
  • Network accessline 29
    - **huashu-chrome:让Agent用上你的浏览器**:https://github.com/alchaincyf/huashu-chrome
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    使用你自己的Chrome和已有登录态操作网页,把站点经验留下来。 - **huashu-mac-use:让Agent操作Mac原生应用**:https://github.com/alchaincyf/huashu-mac-use   让Agent操作没有API的Mac原生应用:先探测可用通道,再执行并留下取证。
  • Network accessline 31
    - **huashu-mac-use:让Agent操作Mac原生应用**:https://github.com/alchaincyf/huashu-mac-use
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    - **橙皮书:从真实项目里长出来的AI指南**:https://bookai.top
  • Network accessline 38
    [阅读橙皮书](https://bookai.top) · [Claude Code](https://github.com/alchaincyf/claude-code-orange-book) · [Hermes Agent](https://github.com/alchaincyf/hermes-agent-orange-book) · [Obsidian AI](https://github.com/alchaincyf/obsidian-ai-orange-boo
  • Network accessline 42
    完整目录、安装方法和机器可读的 skills.json:https://github.com/alchaincyf/huashu-skills
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    | skill | 适合什么需求 | 仓库 | |---|---|---| | huashu-design | HTML 原生设计系统:高保真原型/幻灯片/动画/可视化,20 种设计哲学 + 5 维专家评审 + MP4 导出 | https://github.com/alchaincyf/huashu-design |
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    |---|---|---| | huashu-design | HTML 原生设计系统:高保真原型/幻灯片/动画/可视化,20 种设计哲学 + 5 维专家评审 + MP4 导出 | https://github.com/alchaincyf/huashu-design | | huashu-mac-use | 让 agent 操控 Mac 上没有 API 的原生 app:探测选层(CDP / AX / 坐标 / 像素)、读后台写过闸不打扰用户、每步回读与取证、收工回流进档案;
  • Network accessline 46
    | huashu-design | HTML 原生设计系统:高保真原型/幻灯片/动画/可视化,20 种设计哲学 + 5 维专家评审 + MP4 导出 | https://github.com/alchaincyf/huashu-design |
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    | huashu-mac-use | 让 agent 操控 Mac 上没有 API 的原生 app:探测选层(CDP / AX / 坐标 / 像素)、读后台写过闸不打扰用户、每步回读与取证、收工回流进档案;含 Swift 内核与 CDP 工具 | https://github.com/alchaincyf/huashu-mac-use |
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    | huashu-gpt-image | GPT-image 的 prompt 工程方法论:真实参考名替代形容词,含单图 playbook、批量网格生成、失败模式树 | https://github.com/alchaincyf/huashu-gpt-image |
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    | huashu-icon-set | 端到端为项目生成风格统一的图标集:4×4 网格批量生成 + 逐个精度兜底 + 智能抠图(豆包环境专用,依赖内置 image_gen) | https://github.com/alchaincyf/huashu-icon-set |
  • Network accessline 50
    | huashu-slide-doubao | 豆包环境专用视觉物料生产:slides + 公众号封面 + 视频封面,走内置 image_gen 零 API 费用 | https://github.com/alchaincyf/huashu-slide-doubao |
  • Network accessline 51
    | huashu-slide-codex | Codex 环境专用视觉物料生产:slides + 公众号封面 + 视频封面,走 Codex 内置 image_gen | https://github.com/alchaincyf/huashu-slide-codex |
  • Network accessline 52
    | huashu-excel | 数据分析全流程:体检脏表→清洗→定口径→算指标→对账→报告,依赖仅 openpyxl | https://github.com/alchaincyf/huashu-excel |
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    | huashu-md-html | md 流水线:万物(PDF/DOCX/EPUB/网页/音频)转干净 md,md 加工成出版级 HTML/DOCX,四套反 AI slop 主题 | https://github.com/alchaincyf/huashu-md-html |
  • Network accessline 54
    | seedance-skill | 白模驱动的 AI 视频工作台:白模参考视频与提示词出自同一份 scene.json,渲染前做几何体检 | https://github.com/alchaincyf/seedance-skill |
  • Network accessline 55
    | tramstop-skill | 电车站.skill:证据驱动的去 AI 味,四层 AI 味模型 + 真实素材注入,来自四版本盲测实验 | https://github.com/alchaincyf/tramstop-skill |
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    | dukou | 渡口:公众号文章一键渡到 X Articles / B站专栏,Chrome 插件 + 本地桥 + skill | https://github.com/alchaincyf/dukou |
  • Network accessline 57
    | x-mentor-skill | X 导师:蒸馏 6 位顶级 X 创作者方法论 + 开源算法数据,完整的选题-写作-增长手册 | https://github.com/alchaincyf/x-mentor-skill |
  • Network accessline 58
    | huashu-weread | 微信读书高阶顾问:书架+笔记交叉分析,个性化荐书/阶梯书单/笔记提炼/年度阅读复盘 | https://github.com/alchaincyf/huashu-weread |
  • Network accessline 59
    | nuwa-skill | 女娲:蒸馏任何人的思维方式——心智模型、决策启发式、表达 DNA,产出可运行的人物 skill | https://github.com/alchaincyf/nuwa-skill |
  • Network accessline 60
    | darwin-skill | 达尔文:让 skill 无限进化——评估→改进→测试→保留或回滚,全程 git 留痕 | https://github.com/alchaincyf/darwin-skill |
  • Network accessline 61
    | freud-skill | 弗洛伊德:给 AI 做心理分析,基于 Anthropic 可解释性研究,诊断 prompt/skill 的身份冲突并重写 | https://github.com/alchaincyf/freud-skill |
  • Network accessline 62
    | skills-guide | Claude Code Skills 完整指南:理解、查找和创建 skills | https://github.com/alchaincyf/skills-guide |
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    | huashu-report | 机构级研究报告与学术论文:六种报告原型 + 结构骨架 + 图表模式库 + 可复用生产流水线,规范提炼自 2026 年 42 份顶级机构报告实测 | https://github.com/alchaincyf/huashu-report |
  • Network accessline 64
    | zhangxuefeng-skill | 张雪峰的认知操作系统:高考志愿/考研/职业规划 | https://github.com/alchaincyf/zhangxuefeng-skill |
  • Network accessline 65
    | steve-jobs-skill | 乔布斯的认知操作系统:产品判断、砍需求、品味 | https://github.com/alchaincyf/steve-jobs-skill |
  • Network accessline 66
    | elon-musk-skill | 马斯克的认知操作系统:第一性原理、成本结构、激进迭代 | https://github.com/alchaincyf/elon-musk-skill |
  • Network accessline 67
    | munger-skill | 查理·芒格的认知操作系统:逆向思考、认知偏误、投资决策 | https://github.com/alchaincyf/munger-skill |
  • Network accessline 68
    | karpathy-skill | Andrej Karpathy 的认知操作系统:AI 技术可靠性、学习方法、行业判断 | https://github.com/alchaincyf/karpathy-skill |
  • Network accessline 69
    | trump-skill | 特朗普的思维操作系统:谈判、权力、传播 | https://github.com/alchaincyf/trump-skill |
  • Network accessline 70
    | feynman-skill | 费曼的认知操作系统:真懂 vs 记住名词、货物崇拜检测 | https://github.com/alchaincyf/feynman-skill |
  • Network accessline 71
    | naval-skill | Naval Ravikant 的认知操作系统:杠杆、特定知识、财富路径 | https://github.com/alchaincyf/naval-skill |
  • Network accessline 72
    | sun-yuchen-perspective | 孙宇晨的注意力收割操作系统:注意力经济、营销、危机公关 | https://github.com/alchaincyf/sun-yuchen-perspective |
  • Network accessline 73
    | zhang-yiming-skill | 张一鸣的认知操作系统:产品、组织、全球化、延迟满足 | https://github.com/alchaincyf/zhang-yiming-skill |
  • Network accessline 74
    | taleb-skill | 塔勒布的认知操作系统:尾部风险、反脆弱、质疑主流叙事 | https://github.com/alchaincyf/taleb-skill |
  • Network accessline 75
    | mrbeast-skill | MrBeast 的内容创造操作系统:视频标题/封面/钩子/留存 | https://github.com/alchaincyf/mrbeast-skill |
  • Network accessline 76
    | paul-graham-skill | Paul Graham 的认知操作系统:创业、写作、做用户真正要的东西 | https://github.com/alchaincyf/paul-graham-skill |
  • Network accessline 77
    | ilya-sutskever-skill | Ilya Sutskever 的认知操作系统:深度学习直觉、Scaling、AI 本质 | https://github.com/alchaincyf/ilya-sutskever-skill |
  • Network accessline 78
    | huashu-art-motion | 艺术与解说动画:35种艺术风格、9种解说动画语法,拆解复刻、口播驱动整片,用代码让画动起来 | https://github.com/alchaincyf/huashu-art-motion |
  • Network accessline 79
    | huashu-flash | 闪电.skill:照Anthropic两周把claude.ai提速3倍的方法给网站或App提速,先量基线、再证指标、逐步优化,用棘轮锁住只许变好 | https://github.com/alchaincyf/huashu-flash |
  • Network accessline 80
    | mcstomach | 麦门胃:读麦当劳历史订单,带证据提炼口味规则,确认后生成可携带的个人「胃」 | https://github.com/alchaincyf/mcstomach |
  • Network accessline 86
    - 公众号:「花叔」(在微信里搜「花叔」) - B站:花叔v:https://space.bilibili.com/14097567
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    - B站:花叔v:https://space.bilibili.com/14097567
  • Network accessline 88
    - 小红书:花叔:https://www.xiaohongshu.com/user/profile/5abc6f17e8ac2b109179dfdf
  • Network accessline 89
    - 个人网站:https://www.huasheng.ai/
  • Network accessline 90
    - X:https://x.com/AlchainHust
  • Network accessline 91
    - YouTube:https://www.youtube.com/@Alchain
  • Network accessline 92
    - 更多开源项目:https://github.com/alchaincyf?tab=repositories

references/workflow.md

  • Network accessline 432
    1. **探查** `huashu-design` 在不在——skill 目录里有没有它,或你的 skill 清单里列没列它 2. **没装就引导安装**:https://github.com/alchaincyf/huashu-design
  • Network accessline 433
    2. **没装就引导安装**:https://github.com/alchaincyf/huashu-design

scripts/clean_table.py

  • Executable scriptline 1
    #!/usr/bin/env python3

scripts/make_chart.py

  • Executable scriptline 1
    #!/usr/bin/env python3

scripts/make_report.py

  • Executable scriptline 1
    #!/usr/bin/env python3
  • Network accessline 1022
    f'<wp:docPr id="{n}" name="chart{n}"/>'         f'<a:graphic><a:graphicData '         f'uri="http://schemas.openxmlformats.org/drawingml/2006/picture">'
  • Network accessline 1023
    f'<a:graphic><a:graphicData '         f'uri="http://schemas.openxmlformats.org/drawingml/2006/picture">'         f'<pic:pic>'
  • Network accessline 1024
    f'uri="http://schemas.openxmlformats.org/drawingml/2006/picture">'
  • Network accessline 1173
    doc = ('<?xml version="1.0" encoding="UTF-8" standalone="yes"?>'            '<w:document xmlns:w="http://schemas.openxmlformats.org/wordprocessingml/2006/main" '
  • Network accessline 1174
    '<w:document xmlns:w="http://schemas.openxmlformats.org/wordprocessingml/2006/main" '
  • Network accessline 1175
    'xmlns:wp="http://schemas.openxmlformats.org/drawingml/2006/wordprocessingDrawing" '
  • Network accessline 1176
    'xmlns:a="http://schemas.openxmlformats.org/drawingml/2006/main" '
  • Network accessline 1177
    'xmlns:pic="http://schemas.openxmlformats.org/drawingml/2006/picture" '
  • Network accessline 1178
    'xmlns:r="http://schemas.openxmlformats.org/officeDocument/2006/relationships">'
  • Network accessline 1195
    styles = ('<?xml version="1.0" encoding="UTF-8" standalone="yes"?>'               '<w:styles xmlns:w="http://schemas.openxmlformats.org/wordprocessingml/2006/main">'
  • Network accessline 1196
    '<w:styles xmlns:w="http://schemas.openxmlformats.org/wordprocessingml/2006/main">'
  • Network accessline 1212
    ct = ('<?xml version="1.0" encoding="UTF-8" standalone="yes"?>'           '<Types xmlns="http://schemas.openxmlformats.org/package/2006/content-types">'
  • Network accessline 1213
    '<Types xmlns="http://schemas.openxmlformats.org/package/2006/content-types">'
  • Network accessline 1219
    "</Types>")     rels = ('<?xml version="1.0" encoding="UTF-8" standalone="yes"?>'             '<Relationships xmlns="http://schemas.openxmlformats.org/package/2006/relationships">'
  • Network accessline 1220
    rels = ('<?xml version="1.0" encoding="UTF-8" standalone="yes"?>'             '<Relationships xmlns="http://schemas.openxmlformats.org/package/2006/relationships">'             '<Relationship Id="rId1" Type="http://schemas.openxmlformats.or
  • Network accessline 1221
    '<Relationships xmlns="http://schemas.openxmlformats.org/package/2006/relationships">'
  • Network accessline 1222
    '<Relationship Id="rId1" Type="http://schemas.openxmlformats.org/officeDocument/2006/relationships/officeDocument" Target="word/document.xml"/>'
  • Network accessline 1224
    img_rels = "".join(         f'<Relationship Id="rIdImg{i}" '         'Type="http://schemas.openxmlformats.org/officeDocument/2006/relationships/image" '
  • Network accessline 1225
    f'<Relationship Id="rIdImg{i}" '         'Type="http://schemas.openxmlformats.org/officeDocument/2006/relationships/image" '         f'Target="media/{name}"/>'
  • Network accessline 1226
    'Type="http://schemas.openxmlformats.org/officeDocument/2006/relationships/image" '
  • Network accessline 1228
    for i, (name, _) in enumerate(media, 1))     drels = ('<?xml version="1.0" encoding="UTF-8" standalone="yes"?>'              '<Relationships xmlns="http://schemas.openxmlformats.org/package/2006/relationships">'
  • Network accessline 1229
    drels = ('<?xml version="1.0" encoding="UTF-8" standalone="yes"?>'              '<Relationships xmlns="http://schemas.openxmlformats.org/package/2006/relationships">'              '<Relationship Id="rId1" Type="http://schemas.openxmlformats
  • Network accessline 1230
    '<Relationships xmlns="http://schemas.openxmlformats.org/package/2006/relationships">'
  • Network accessline 1231
    '<Relationship Id="rId1" Type="http://schemas.openxmlformats.org/officeDocument/2006/relationships/styles" Target="styles.xml"/>'

scripts/profile_table.py

  • Executable scriptline 1
    #!/usr/bin/env python3
  • Possible obfuscationline 697
    if head[:4] == b"\xd0\xcf\x11\xe0":

scripts/scan_traps.py

  • Executable scriptline 1
    #!/usr/bin/env python3

scripts/verify_docx.py

  • Executable scriptline 1
    #!/usr/bin/env python3
  • Network accessline 51
    W = "{http://schemas.openxmlformats.org/wordprocessingml/2006/main}"
  • Network accessline 52
    A = "{http://schemas.openxmlformats.org/drawingml/2006/main}"
  • Network accessline 53
    WP = "{http://schemas.openxmlformats.org/drawingml/2006/wordprocessingDrawing}"
  • Dangerous shell operationline 138
    lm = int(mar.get(f"{W}left", 0)); rm = int(mar.get(f"{W}right", 0))
  • Network accessline 287
    _MIN_DOC = (     '<?xml version="1.0" encoding="UTF-8" standalone="yes"?>'     '<w:document xmlns:w="http://schemas.openxmlformats.org/wordprocessingml/2006/main">'
  • Network accessline 288
    '<?xml version="1.0" encoding="UTF-8" standalone="yes"?>'     '<w:document xmlns:w="http://schemas.openxmlformats.org/wordprocessingml/2006/main">'     '<w:body>{body}'
  • Network accessline 289
    '<w:document xmlns:w="http://schemas.openxmlformats.org/wordprocessingml/2006/main">'
  • Network accessline 295
    _RELS = ('<?xml version="1.0" encoding="UTF-8" standalone="yes"?>'          '<Relationships xmlns="http://schemas.openxmlformats.org/package/2006/relationships">'
  • Network accessline 296
    '<Relationships xmlns="http://schemas.openxmlformats.org/package/2006/relationships">'
  • Network accessline 297
    '<Relationship Id="rId1" Type="http://schemas.openxmlformats.org/officeDocument/'
  • Network accessline 300
    _CT = ('<?xml version="1.0" encoding="UTF-8" standalone="yes"?>'        '<Types xmlns="http://schemas.openxmlformats.org/package/2006/content-types">'
  • Network accessline 301
    '<Types xmlns="http://schemas.openxmlformats.org/package/2006/content-types">'

scripts/verify_numbers.py

  • Executable scriptline 1
    #!/usr/bin/env python3

scripts/verify_visual.py

  • Executable scriptline 1
    #!/usr/bin/env python3

scripts/verify_xlsx.py

  • Executable scriptline 1
    #!/usr/bin/env python3
  • Network accessline 297
    if "xl/workbook.xml" not in names:                 return out             ns = "{http://schemas.openxmlformats.org/spreadsheetml/2006/main}"
  • Network accessline 298
    return out             ns = "{http://schemas.openxmlformats.org/spreadsheetml/2006/main}"             rns = "{http://schemas.openxmlformats.org/officeDocument/2006/relationships}"
  • Network accessline 299
    ns = "{http://schemas.openxmlformats.org/spreadsheetml/2006/main}"
  • Network accessline 300
    rns = "{http://schemas.openxmlformats.org/officeDocument/2006/relationships}"

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Declared and executed: 3 facts
  • Contacts schemas.openxmlformats.org, which SKILL.md, the README and the plugin manifest do not mentionscripts/make_report.py:1024High confidence
  • Contacts schemas.openxmlformats.org, which SKILL.md, the README and the plugin manifest do not mentionscripts/verify_docx.py:51High confidence
  • Contacts schemas.openxmlformats.org, which SKILL.md, the README and the plugin manifest do not mentionscripts/verify_xlsx.py:299High confidence
Signal confidence: 132 facts

and 82 more

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.