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SKILL verified Apache-2.0 Self-run

China 3 Statement Model

skill-jwangkun-claude-for-financial-services-cn-china-3-statement-model · by jwangkun

Three-statement financial model for A-share stocks. Adapts the standard 3-statement-model methodology for Chinese accounting standards (CAS), Chinese GAAP differences, and AkShare-sourced financials. Use instead of the original 3-statement-model skill when building integrated IS/BS/CF models for Chinese listed companies.

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$ agentstack add skill-jwangkun-claude-for-financial-services-cn-china-3-statement-model

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No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
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  • Dangerous shell & filesystem operations
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  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

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About

china-3-statement-model

Purpose

Build institutional-quality three-statement models (Income Statement / Balance Sheet / Cash Flow) for A-share equities, adapted for Chinese Accounting Standards (CAS) and the Chinese market context.

Key Differences from US 3-Statement Models

| Parameter | US Model | China Model | |-----------|----------|-------------| | Accounting standard | US GAAP / IFRS | CAS (企业会计准则) | | Tax rate | 21% federal | 25% standard (高新技术企业 15%) | | Currency | USD | CNY (人民币) | | Fiscal year | Varied | Mostly Dec 31 year-end | | Revenue recognition | ASC 606 | CAS 14 (similar principles) | | Goodwill | Indefinite life (no amortization) | CAS 8 — goodwill amortized or tested | | R&D capitalization | Typically expensed | Can be capitalized under CAS | | VAT treatment | Sales tax separate | 增值税 often embedded in revenue/sales | | Unit reporting | USD | Often 千元 (thousands CNY) — verify |

Data Sources

Tier 0 — 万得 Wind(最全面付费数据)

  • 覆盖:A股/港美股/基金/指数/债券/宏观/研报/分析(44个工具)
  • MCP 服务:wind-mcp(需 WIND_API_KEY 密钥,以 ak_ 开头)
  • 优势:全市场覆盖面最广、数据最全面、包含研报和量化分析
  • 密钥申请:https://aifinmarket.wind.com.cn/#/home

Tier 1 — 同花顺 iFind(付费精确数据)/ AkShare MCP(Tier-2 免费备选)

get_financials(ticker, "income", "annual")   → 利润表
get_financials(ticker, "balance", "annual")  → 资产负债表
get_financials(ticker, "cashflow", "annual") → 现金流量表
get_quote(ticker)                            → 实时行情
get_historical_data(ticker)                  → 历史价格
get_stock_info(ticker)                       → 公司基本信息

Secondary Sources (when AkShare insufficient)

  • 巨潮资讯 (cninfo.com.cn) — mandatory disclosure filings
  • 上交所 / 深交所 — listed company announcements
  • 上证e互动 / 深交所互动易 — IR Q&A
  • 公司官网投资者关系页面

Workflow

Step 1: Data Retrieval

Pull 3-5 years of historical financials from AkShare.

Verify units carefully:

  • Some statements report in 元 (CNY)
  • Others in 千元 (thousands CNY)
  • Normalize to consistent unit before modeling
# Pull all three statements
get_financials(ticker, "income", "annual")
get_financials(ticker, "balance", "annual")
get_financials(ticker, "cashflow", "annual")

Step 2: Historical Analysis

Document key trends:

  • Revenue growth: YoY %, CAGR over 3-5 years
  • Gross margin: 毛利率 — track expansion/contraction
  • Operating margin: 营业利润率
  • Net margin: 净利率
  • Tax rate: 所得税率 — flag if below 25% (likely 高新技术企业)
  • Effective tax rate: vs statutory rate
  • D&A: 折旧与摊销 as % of PPE
  • CapEx: 资本支出 from cash flow statement
  • Working capital: 应收账款、存货、应付账款 trends
  • Debt structure: 有息负债 composition

Step 3: Build the Model

Follow standard 3-statement modeling methodology, adapted for CAS:

Income Statement (利润表)

Key line items (Chinese naming):

  • 营业收入 (Revenue)
  • 营业成本 (COGS)
  • 税金及附加 (Taxes and surcharges — includes 消费税、城建税等)
  • 销售费用 (Selling expenses)
  • 管理费用 (G&A)
  • 研发费用 (R&D expenses — must be separated per CAS)
  • 财务费用 (Financial costs — net of interest income)
  • 营业利润 (Operating profit)
  • 营业外收入/支出 (Non-operating income/expenses)
  • 利润总额 (Profit before tax)
  • 所得税费用 (Income tax expense)
  • 净利润 (Net income)
  • 归属于母公司股东的净利润 (Net income attributable to parent)
Balance Sheet (资产负债表)

Key line items:

  • 货币资金 (Cash & equivalents)
  • 交易性金融资产 (Trading financial assets)
  • 应收账款 (Accounts receivable)
  • 预付款项 (Prepayments)
  • 存货 (Inventory)
  • 其他流动资产 (Other current assets)
  • 流动资产合计 (Total current assets)
  • 固定资产 (Fixed assets / PPE)
  • 在建工程 (Construction in progress)
  • 无形资产 (Intangible assets)
  • 商誉 (Goodwill — flag if >30% of equity)
  • 非流动资产合计 (Total non-current assets)
  • 资产总计 (Total assets)
  • 短期借款 (Short-term borrowings)
  • 应付账款 (Accounts payable)
  • 预收款项/合同负债 (Advance receipts / contract liabilities)
  • 一年内到期非流动负债 (Current portion of LT debt)
  • 流动负债合计 (Total current liabilities)
  • 长期借款 (Long-term borrowings)
  • 应付债券 (Bonds payable)
  • 非流动负债合计 (Total non-current liabilities)
  • 负债合计 (Total liabilities)
  • 股本 (Share capital)
  • 资本公积 (Capital reserve)
  • 盈余公积 (Surplus reserve)
  • 未分配利润 (Retained earnings)
  • 归属于母公司股东权益合计 (Parent equity)
  • 少数股东权益 (Minority interest)
  • 所有者权益合计 (Total equity)
  • 负债和股东权益总计 (Total liabilities + equity)
Cash Flow Statement (现金流量表)

Chinese indirect method:

  • 经营活动现金流量 (Operating CF):
  • Start from 净利润
  • Adjust: D&A, 财务费用, 投资收益, 营运资本 changes
  • 经营活动产生的现金流量净额
  • 投资活动现金流量 (Investing CF):
  • 购建固定资产/无形资产 (CapEx)
  • 处置收回 (Asset sales)
  • 投资支付/收回 (Investment purchases/sales)
  • 筹资活动现金流量 (Financing CF):
  • 吸收投资 (Equity issuance)
  • 取得借款 (Borrowings)
  • 偿还债务 (Debt repayment)
  • 分配股利 (Dividends)
  • 现金净增加额 (Net change in cash)
  • 期末现金余额 (Ending cash balance)

Step 4: Balance Checks

CRITICAL — Chinese-specific checks:

  1. Cash reconciliation: 货币资金 (BS) = 期末现金余额 (CF) ± restricted cash
  2. BS balancing: 资产总计 = 负债和股东权益总计
  3. RE roll-forward: 期初未分配利润 + 本期净利润 - 提取盈余公积 - 现金分红 = 期末未分配利润
  4. CF-IS linkage: 净利润 (IS) → starting point for 经营CF
  5. CapEx check: 购建固定资产 (CF) ≈ 固定资产增加 (BS) + 累计折旧增加 (BS)
  6. Debt check: 借款变动 (CF) = 短期借款变动 + 长期借款变动 (BS)
  7. Tax check: 所得税费用 (IS) vs 实际缴纳 (CF indirect method add-back)

Step 5: Scenario & Sensitivity

  • Base / Bear / Bull scenarios
  • Sensitivity on revenue growth, gross margin, tax rate
  • Key drivers: 毛利率, 期间费用率, 营运资本效率

China-Specific Modeling Conventions

增值税 (VAT)

  • Listed companies report 营业收入 net of VAT
  • 税金及附加 includes 消费税 but not VAT
  • VAT is off-balance-sheet in most models

商誉 (Goodwill)

  • Common from M&A, especially 2015-2016 boom
  • Flag if 商誉 > 30% of 归母权益
  • Note annual impairment testing requirements

研发费用 (R&D)

  • CAS requires R&D to be expensed (not capitalized like IFRS allows)
  • Some companies disclose R&D capitalization in notes — check if >5% of revenue

折旧 (Depreciation)

  • Chinese companies often use straight-line over longer lives
  • Typical ranges:
  • Buildings: 20-40 years
  • Equipment: 5-10 years
  • Vehicles: 4-6 years

存货 (Inventory)

  • LIFO not permitted under CAS (FIFO or weighted average only)
  • 存货计价 affects margin comparability across years

应收款项 (Receivables)

  • 应收账款 often high for industrial companies — check DSO
  • 应收票据 (notes receivable) vs 应收账款 (trade AR) — treat separately
  • 坏账准备 (allowance for doubtful accounts) varies by company

借款 (Debt)

  • 短期借款 often high for leveraged companies
  • 长期借款 may include 一年内到期非流动负债
  • 应付债券 for corporate bond issuers
  • Interest expense in 财务费用 (net of interest income)

Excel Formatting (OpenPyXL / Office JS)

Follow the same professional conventions as the base xlsx-author skill, with China-specific adaptations:

  • Section headers: Dark blue #1F4E79 with white bold text
  • Column headers: Light blue #D9E1F2 with black bold text
  • Input cells: Blue font (RGB: 0,0,255) — all hardcoded inputs
  • Formula cells: Black font (RGB: 0,0,0)
  • Sheet links: Green font (RGB: 0,128,0)
  • Currency: CNY (¥) with thousands separator
  • Percentages: 0.0% format
  • Cell comments: "Source: AkShare, [date], [field], [ticker]"

Number Format Conventions

| Item | Format | Example | |------|--------|---------| | Revenue | ¥#,##0 | ¥12,345 | | Percentages | 0.0% | 15.3% | | Ratios | 0.00x | 2.50x | | Dates | YYYY | 2024 | | Stock price | ¥#,##0.00 | ¥158.50 |

Quality Checks

Before delivering:

  • [ ] All three statements balance correctly
  • [ ] Cash from CF = Cash on BS
  • [ ] Retained earnings roll-forward ties
  • [ ] CapEx/Depreciation logic consistent
  • [ ] Debt changes tie between BS and CF
  • [ ] Tax rate reasonable (20-28% unless 高新技术企业)
  • [ ] All hardcoded inputs have cell comments
  • [ ] All formulas reference cells, no hardcodes in formulas
  • [ ] Scenario blocks structured correctly (Bear/Base/Bull)
  • [ ] Sensitivity analysis included

Common Pitfalls

  1. Unit mismatch: Mixing 元 and 千元 — always normalize
  2. VAT confusion: Double-counting VAT in revenue or COGS
  3. Goodwill spike: Forgetting large goodwill from acquisitions
  4. Tax rate variance: Assuming 25% when company is 高新技术企业 (15%)
  5. R&D understatement: CAS expenses all R&D, but some companies capitalize in notes
  6. Receivables inflation: 应收账款 much higher than revenue growth — flag
  7. Short-term debt: 短期借款 often high; don't miss current portion of LT debt
  8. Minority interest: 少数股东权益 can be significant for conglomerates

Data Source Priority

  1. AkShare MCP (primary) — real-time and historical A-share data
  2. 巨潮资讯 (cninfo.com.cn) — mandatory disclosures
  3. 交易所公告 — SH/SZ exchange filings
  4. 公司官网/IR — supplementary data
  5. Web search — only if above insufficient, mark [UNSOURCED]

Output Checklist

  • [ ] Three-statement model fully linked (IS → BS → CF)
  • [ ] All balance checks pass
  • [ ] Historical + projected years included
  • [ ] Scenario analysis (Bear/Base/Bull)
  • [ ] Sensitivity tables
  • [ ] All hardcoded inputs sourced and commented
  • [ ] CAS conventions documented
  • [ ] Currency consistent (CNY)
  • [ ] File named: [Ticker]_3StatementModel_[Date].xlsx

> Data Source Mode Switch: Set env var IFIND_DATA_SOURCE_MODE to control data source preference. > - ifind-only (strict): Use iFind only, error if unavailable > - ifind-fallback (default): iFind preferred, fallback to AkShare > - akshare-only: Skip iFind, use AkShare only > - wind-only: Wind only, error if unavailable > - wind-fallback: Wind first, fallback to iFind → AkShare

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.