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data-financial-analysis数据财务分析

Agent Skill

用于辅助数据整理、表格处理、CSV/Excel 分析、指标计算和图表准备。它适合让 Agent 清洗字段、汇总数据、发现异常、生成统计口径或把分析结果转成可读说明。使用时需要确认数据来源、字段含义和时间范围,避免把样本数据当全量事实;涉及敏感数据、导出文件或批量写回时,应先确认权限和脱敏边界。

总安装

367

周安装

15

GitHub Stars

124

下载量

119
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:data-financial-analysis(数据财务分析)
来源仓库:https://github.com/asgard-ai-platform/skills
仓库路径:skills/data-financial-analysis
安装命令:
npx skills add https://github.com/asgard-ai-platform/skills --skill data-financial-analysis
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/asgard-ai-platform/skills --skill data-financial-analysis

简介

提供财务报表综合分析框架,强调三张报表(损益表、资产负债表、现金流量表)联动解读。

  • 帮助识别盈利质量、资产结构和现金流匹配度,揭示单张报表的误导风险。
  • 使用时需结合企业实际业务背景,避免仅依赖会计数字做投资决策。
  • 涉及上市公司数据时应交叉验证来源,警惕非公开信息的准确性问题。
  • data-financial-analysis 属于待分类类 Skill,可作为该场景下的辅助能力补充。

SKILL.md

Financial Statement Analysis

Framework

IRON LAW: Read All Three Statements Together

A company can be profitable (Income Statement) but cash-poor (Cash Flow Statement).
A company can have high assets (Balance Sheet) funded entirely by debt.
Reading one statement alone gives an incomplete — and potentially misleading — picture.
ALWAYS read all three and check for consistency.

The Three Statements

Income Statement (損益表) — Did we make money THIS PERIOD?

  • Revenue → Gross Profit → Operating Income → Net Income
  • Key: Revenue recognition ≠ cash received. Accrual accounting records revenue when earned, not when paid.

Balance Sheet (資產負債表) — What do we own and owe RIGHT NOW?

  • Assets = Liabilities + Shareholders' Equity
  • Key: This is a SNAPSHOT at one point in time, not a period.

Cash Flow Statement (現金流量表) — Where did cash come from and go?

  • Operating activities (core business cash generation)
  • Investing activities (capex, acquisitions, asset sales)
  • Financing activities (debt, equity, dividends)
  • Key: Operating cash flow is the most important — it shows if the core business generates cash.

Red Flags Across Statements

Red FlagWhat It Means
Revenue growing but operating cash flow decliningPossible revenue recognition issues, rising receivables
Net income positive but free cash flow negativeEarnings driven by accruals, not cash; heavy capex
Assets growing faster than revenueInefficient asset utilization
Debt growing faster than equityIncreasing leverage risk
Inventory growing faster than revenuePossible obsolescence, demand slowdown

Analysis Steps

  1. Read Income Statement: Is the company profitable? At which level (gross, operating, net)?
  2. Read Balance Sheet: What's the capital structure? How liquid is it?
  3. Read Cash Flow: Is operating cash flow positive? Where is cash going?
  4. Cross-check: Revenue growth vs cash flow growth, net income vs operating cash flow
  5. Trend: 3-5 year trend for key metrics
  6. Benchmark: Compare to industry peers

Output Format

# Financial Statement Analysis: {Company} — {Period}

## Income Statement Highlights
| Metric | Current | Prior Year | Change |
|--------|---------|-----------|--------|
| Revenue | ${X} | ${X} | {%} |
| Gross Margin | {%} | {%} | {±pp} |
| Operating Margin | {%} | {%} | {±pp} |
| Net Income | ${X} | ${X} | {%} |

## Balance Sheet Highlights
| Metric | Current | Prior Year |
|--------|---------|-----------|
| Total Assets | ${X} | ${X} |
| Total Debt | ${X} | ${X} |
| D/E Ratio | {X} | {X} |
| Current Ratio | {X} | {X} |

## Cash Flow Highlights
| Category | Amount |
|----------|--------|
| Operating CF | ${X} |
| Investing CF | ${X} |
| Financing CF | ${X} |
| Free Cash Flow | ${X} |

## Red Flags
- {any detected}

## Overall Assessment
{Financial health verdict with key rationale}

Gotchas

  • Revenue ≠ cash: Under accrual accounting, revenue is recorded when earned (product delivered), not when cash is received. Check accounts receivable to see how much revenue is still uncollected.
  • EBITDA is not cash flow: EBITDA ignores capex, working capital changes, and taxes — all of which are real cash costs. Use free cash flow for cash analysis.
  • One-time items distort trends: Restructuring charges, asset sales, legal settlements create one-time spikes or dips. Use "adjusted" or "normalized" figures for trend analysis.
  • Taiwan IFRS vs US GAAP: Taiwan-listed companies use IFRS (TIFRSs). Some treatment differs from US GAAP (lease accounting, revenue recognition details). Note which standard applies.

References

  • For financial ratio analysis deep-dive, see the biz-financial-ratios skill
  • For DuPont ROE decomposition, see the biz-dupont skill

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Codex

33.4%
按下载量换算40

Claude

30.91%
按下载量换算37

Cursor

18.45%
按下载量换算22

Gemini CLI

8.27%
按下载量换算10

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

来源信息

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