Individual skill

business-analyst

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。

SKILL.md

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Source commit d182313d67aee16f9578db750c7b88da5e3acccf

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Matches the observed repository HEAD: Yes
Scanner rules are current: Yes
Repository scan complete: Yes
Skill scan complete: Yes
Observed behavior: Instructions only
Last checked: Nov 11, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

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Claude Code

Destination .claude/skills/claude-skill-business-analyst

(
  set -euo pipefail
  destination='./.claude/skills/claude-skill-business-analyst'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/Zuojuzhang/claude-skill-business-analyst.git' "$work/repo"
  git -C "$work/repo" checkout --detach d182313d67aee16f9578db750c7b88da5e3acccf
  git -C "$work/repo" archive --format=tar 'd182313d67aee16f9578db750c7b88da5e3acccf' > "$work/skill.tar"
  mkdir -p -- './.claude/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

Codex

Destination .agents/skills/claude-skill-business-analyst

(
  set -euo pipefail
  destination='./.agents/skills/claude-skill-business-analyst'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/Zuojuzhang/claude-skill-business-analyst.git' "$work/repo"
  git -C "$work/repo" checkout --detach d182313d67aee16f9578db750c7b88da5e3acccf
  git -C "$work/repo" archive --format=tar 'd182313d67aee16f9578db750c7b88da5e3acccf' > "$work/skill.tar"
  mkdir -p -- './.agents/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

Cursor

Destination .cursor/skills/claude-skill-business-analyst

(
  set -euo pipefail
  destination='./.cursor/skills/claude-skill-business-analyst'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/Zuojuzhang/claude-skill-business-analyst.git' "$work/repo"
  git -C "$work/repo" checkout --detach d182313d67aee16f9578db750c7b88da5e3acccf
  git -C "$work/repo" archive --format=tar 'd182313d67aee16f9578db750c7b88da5e3acccf' > "$work/skill.tar"
  mkdir -p -- './.cursor/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

Gemini CLI

Destination .gemini/skills/claude-skill-business-analyst

(
  set -euo pipefail
  destination='./.gemini/skills/claude-skill-business-analyst'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/Zuojuzhang/claude-skill-business-analyst.git' "$work/repo"
  git -C "$work/repo" checkout --detach d182313d67aee16f9578db750c7b88da5e3acccf
  git -C "$work/repo" archive --format=tar 'd182313d67aee16f9578db750c7b88da5e3acccf' > "$work/skill.tar"
  mkdir -p -- './.gemini/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

GitHub Copilot

Destination .github/skills/claude-skill-business-analyst

(
  set -euo pipefail
  destination='./.github/skills/claude-skill-business-analyst'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/Zuojuzhang/claude-skill-business-analyst.git' "$work/repo"
  git -C "$work/repo" checkout --detach d182313d67aee16f9578db750c7b88da5e3acccf
  git -C "$work/repo" archive --format=tar 'd182313d67aee16f9578db750c7b88da5e3acccf' > "$work/skill.tar"
  mkdir -p -- './.github/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

OpenCode

Destination .opencode/skills/claude-skill-business-analyst

(
  set -euo pipefail
  destination='./.opencode/skills/claude-skill-business-analyst'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/Zuojuzhang/claude-skill-business-analyst.git' "$work/repo"
  git -C "$work/repo" checkout --detach d182313d67aee16f9578db750c7b88da5e3acccf
  git -C "$work/repo" archive --format=tar 'd182313d67aee16f9578db750c7b88da5e3acccf' > "$work/skill.tar"
  mkdir -p -- './.opencode/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

Repository context

Repository stars (not skill ratings): 17
Repository last updated: May 26, 2026
License: MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

anthropic Repository topic
business-analysis Repository topic
claude-code Repository topic
claude-skill Repository topic
data-analysis Repository topic
pdf-report Repository topic
engineering Derived category

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files

.gitignoreasset · 119 bytes
LICENSEasset · 1,067 bytes
README.mddoc · 5,663 bytes
SKILL.mdcore · 13,900 bytes
plugin.jsonasset · 1,094 bytes
references/pdf_rendering.mddoc · 4,936 bytes
references/report_examples.mddoc · 2,896 bytes
references/templates/ab_test.mddoc · 2,377 bytes
references/templates/channel_roi.mddoc · 2,248 bytes
references/templates/funnel_conversion.mddoc · 2,190 bytes
references/templates/pricing.mddoc · 2,366 bytes
references/templates/retention.mddoc · 2,284 bytes

Read excerpt


# 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：**