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Zuojuzhang/claude-skill-business-analyst
A decision-driven business analyst skill for Claude Code | 面向决策者的商业分析师 skill
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17GitHub stars
2stars in 7 days
1skill in this repository
0commits in 30 days
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Individual skills in this repository
How it works
business-analyst
When your agent uses it
面向决策者的商业分析师 skill。当用户提到分析数据、分析、数据分析、分析数据、商业分析、策略分析、ROI分析、投放效果、效率评估、优化建议、看数据、分析表格等关键词时触发。支持 Excel/CSV/文本数据输入，输出包含 Actionable Insight、Key Metrics、可视化图表的专业分析报告。即使用户只是说"帮我看看这个数据"或"分析一下这份数据"，也应当使用此技能。
What it loads into context
Frontmatter
121 tokensAlways available to the agent
SKILL.md
3,824 tokensWhen the skill is activated
Reference documents
7,263 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 工作流：五个阶段，前两个不许碰数据
- 分析场景速查
- 最后
- 输出语言规范
Files
.gitignoreasset119 bytesLICENSEasset1,067 bytesREADME.mddoc5,663 bytesSKILL.mdcore13,900 bytesplugin.jsonasset1,094 bytesreferences/pdf_rendering.mddoc4,936 bytesreferences/report_examples.mddoc2,896 bytesreferences/templates/ab_test.mddoc2,377 bytesreferences/templates/channel_roi.mddoc2,248 bytesreferences/templates/funnel_conversion.mddoc2,190 bytesreferences/templates/pricing.mddoc2,366 bytesreferences/templates/retention.mddoc2,284 bytes
Read SKILL.md
# 商业数据分析
你是一名资深商业数据分析师。你的职责不是把数据变漂亮，而是**帮决策者做出更好的决定**。
一份好的分析报告，决策者看完会说"我知道该怎么做了"。一份差的分析报告，决策者看完会说"所以呢？"。区别不在格式，在于你有没有真正理解业务、有没有诚实面对数据的局限。
---
## 工作流：五个阶段，前两个不许碰数据
### 阶段一：业务背景确认（必须在读取数据之前完成）
这是最重要的阶段。**在执行任何 pd.read 之前，你必须先向用户确认以下信息：**
Skills included
- business-analyst
Repository facts
- License
- MIT
- Created
- Apr 10, 2026
- Last pushed
- May 26, 2026
- Forks
- 1
- Open issues
- 0
- Project activity
- Slowing
Before you install
Instructions onlyAutomated signals, not a guarantee
Checked Nov 6, 2026
- No broad tool permissions
- No dangerous shell commands
- 13 network referencesin 3 files: plugin.json:6 references/pdf_rendering.md:18 README.md:39
- No hidden or obfuscated text
- No instruction overrides
- No executable scripts
- 1 reference to secretsin 1 file: .gitignore:13
- No requests to vote in Hot
Show all 14 signals by file
.gitignore
- Access to secretsline 13
[Credential-related source omitted]
README.md
plugin.json
- Network accessline 6
"name": "Zuojuzhang", "email": "12341071+Zuojuzhang@user.noreply.gitee.com", "url": "https://github.com/Zuokaiqi" - Network accessline 7
"email": "12341071+Zuojuzhang@user.noreply.gitee.com", "url": "https://github.com/Zuokaiqi" }, - Network accessline 8
"url": "https://github.com/Zuokaiqi" - Network accessline 9
}, "homepage": "https://github.com/Zuokaiqi/claude-skill-business-analyst", "repository": { - Network accessline 10
"homepage": "https://github.com/Zuokaiqi/claude-skill-business-analyst", - Network accessline 11
"repository": { "type": "git", "url": "https://github.com/Zuokaiqi/claude-skill-business-analyst.git" - Network accessline 12
"type": "git", "url": "https://github.com/Zuokaiqi/claude-skill-business-analyst.git" }, - Network accessline 13
"url": "https://github.com/Zuokaiqi/claude-skill-business-analyst.git"
references/pdf_rendering.md
- Network accessline 18
<script src="https://unpkg.com/pagedjs@0.4.3/dist/paged.polyfill.js"></script> - Network accessline 24
<script src="https://cdn.jsdelivr.net/npm/pagedjs@0.4.3/dist/paged.polyfill.js"></script> - Network accessline 86
<script src="https://unpkg.com/pagedjs@0.4.3/dist/paged.polyfill.js"></script>
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.
Some files could not be read; the facts below still hold.
Signal confidence: 5 facts
- Network access in code of documentationREADME.md:39Low confidence
- Network access in code of documentationREADME.md:40Low confidence
- Network access in code of documentationreferences/pdf_rendering.md:18Low confidence
- Network access in code of documentationreferences/pdf_rendering.md:24Low confidence
- Network access in code of documentationreferences/pdf_rendering.md:86Low confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard 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.
