itamarzand88/awesome-agent-conventions/china-finance-dcf

china-dcf

Data Sources (Multi-Tier)

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）

ifind_get_stock_financials(ticker, ...)  -> Historical financials
ifind_get_stock_info(ticker)             -> Market data, shares outstanding
ifind_get_risk_indicators(ticker)        -> Beta, volatility for WACC

Tier 2 - AkShare (free, open-source, fallback)

get_financials(ticker, "income", "annual")     -> Historical P and L
get_financials(ticker, "balance", "annual")    -> Historical BS
get_quote(ticker)                              -> Market cap, price

Data source mode switch: When env var IFIND_DATA_SOURCE_MODE=ifind-only, use iFind exclusively.

- wind-only: Wind only, error if unavailable

- wind-fallback: Wind first, fallback to iFind → AkShare

Key differences from US-market DCF

Workflow

Step 1: Pull financials

get_financials(ticker, "income", "annual")   → last 5 years
get_financials(ticker, "balance", "annual")
get_financials(ticker, "cashflow", "annual")

Step 2: Get market data

get_quote(ticker)  → price, market cap, PE, PB
get_index_data("000001") → benchmark return for beta estimation

Step 3: Build projections

• Project revenue using historical growth rates adjusted for China macro outlook
• Assume 65-75% operating margin for 白酒 / high-margin sectors
• Assume 15-25% operating margin for manufacturing
• CapEx as % of revenue: check historical from cashflow statement

Step 4: Compute WACC

WACC = E/(D+E) * Ke + D/(D+E) * Kd * (1 - tax_rate)
 
Ke = Rf + β * ERP
  Rf   = China 10Y CGB yield (use ak.bond_zh_us_rate() or web search for latest)
  β    = regression on 上证指数 returns (or use comparable firm beta)
  ERP  = 6-8% (China-specific equity risk premium)
 
Kd   = China 5Y corporate bond yield + credit spread

Step 5: Terminal value

Terminal Value = FCF_(n+1) / (WACC - g)
g = 3-4% for mature Chinese companies (China nominal GDP growth)

Notes

• Chinese fiscal year ends December 31 for most companies
• 北向资金 (Northbound flow) data can be used as sentiment indicator
• 商誉 (goodwill) impairments are common in China M&A — flag if goodwill > 30% of equity
• Some Chinese financial statements are reported in 千元 (thousands of CNY) vs 元 — check the unit