China finance dcf
A curated guide to convention files AI agents read, write, and act on: AGENTS.md, CLAUDE.md, SKILL.md, llms.txt, MCP configs, rules, and examples.From the repository description
npx -y skills add ItamarZand88/awesome-agent-conventions --skill china-finance-dcfAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
SKILL.md
3.6 KB, ~1.1k tokens by cl100k_base, as published. Nobody here has run it
name: china-dcf description: DCF valuation model for A-share stocks using Chinese financial data. Uses AkShare MCP for financial statements, WACC inputs (risk-free rate from China government bond yields), and growth projections. Use instead of the original dcf-model skill for Chinese equities.
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 unavailablewind-fallback: Wind first, fallback to iFind → AkShare
Key differences from US-market DCF
| Parameter | US DCF Convention | China DCF Convention |
|---|---|---|
| Risk-free rate | US 10Y Treasury | China 10Y CGB (国债收益率, ~2.5-3.5%) |
| Equity risk premium | ~5-6% (historical US) | ~6-8% (China A-share ERP) |
| Tax rate | US corporate 21% | China corporate 25% (高新技术企业 15%) |
| Terminal growth | US GDP growth (~2%) | China GDP growth (~4-5%) |
| Currency | USD | CNY |
| Reporting standard | US GAAP / IFRS | CAS (中国会计准则) |
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
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.
Gives 0 of the 12 instructions most finance skills give in ~1.1k tokens
Counted across 469 of the 469 authors here whose files we hold, read 2026-08-07
- Extract date vendor amount and descriptionin 15 of 469, across 3 files
- Scan folder for invoice filesin 14 of 469, across 2 files
- Rename files to standard formatin 14 of 469, across 2 files
- Show organization plan before movingin 14 of 469, across 2 files
- Generate summary CSVin 14 of 469, across 2 files
- Organize files by categoryin 13 of 469, across 1 file
- Preserve original filesin 13 of 469, across 1 file
- Flag files missing critical infoin 13 of 469, across 1 file
- Produce the requested output filein 9 of 469, across 4 files
- Build best, base, and worst case scenariosin 9 of 469, across 5 files
- Implement backoff if rate limit errors occurin 8 of 469, across 3 files
- Determine the weighted average cost of capitalin 8 of 469, across 4 files
Said here and by no other author read
- Pull five years of historical financials
- Get market data for price and market cap
- Project revenue using adjusted historical growth rates
- Compute WACC using China ten-year government bond yield
- Flag goodwill impairments if goodwill exceeds thirty percent of equity
- Verify the reporting unit of financial statements
Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.