Skills

China Model Update

Update A-share financial models with new quarterly data, management guidance, or macro...

Install

npx skills add jwangkun/claude-for-financial-services-cn --skill china-model-update -g -a claude-code -y
Category
Engineering
Updated
2mo ago
License
Apache-2.0
Context cost
Mediumabout 1,537 tokens
Runs scripts
No, instructions only

What it does

Update A-share financial models with new quarterly data, management guidance, or macro changes. Reflects actuals, rolls estimates forward, flags material changes, and updates valuation. Adapted from the original model-update skill for Chinese market conventions and AkShare data. Triggers on "A股模型更新", "模型更新", "plug earnings into model", "update model for [company]", "刷新预测", or "更新财务模型".

china-model-update

Purpose

Update existing A股财务模型 with new data, ensuring all cells are traceable to sources and all changes are documented.

Data Sources

Primary: iFind MCP (Tier-1 付费) / AkShare MCP (Tier-2 免费备选)

get_financials(ticker, "income", "quarterly")   → Q[X] actual results
get_financials(ticker, "balance", "quarterly")  → BS update
get_financials(ticker, "cashflow", "quarterly") → CF update
get_financials(ticker, "income", "annual")      → Full year update
get_quote(ticker)                               → Current market data
get_stock_info(ticker)                          → Any company changes

Secondary Sources

  • 巨潮资讯, official filings for exact figures
  • 业绩说明会 transcript, management commentary
  • 管理层指引, guidance from earnings calls
  • Wind / Choice / 同花顺, consensus updates

Workflow

Step 1: Identify What Changed

Change triggers:

  • Quarterly earnings release (季报/年报)
  • Management guidance update (管理层指引调整)
  • Macro assumption change (rate, tax, policy)
  • Model error or refinement
  • M&A or restructuring event

Change log template:

DateChange TypeItemOld ValueNew ValueReason
Earnings updateRevenue FY25EXX亿XX亿Q1 actuals beat
GuidanceTax rate25%25%No change
MacroCapEx %5%6%New plant announced

Step 2: Update Historical Actuals

Quarterly actuals:

[Company] Q[X] 20XX Actuals (from AkShare / 巨潮):
- 营业收入: XXX亿 (YoY: +XX%)
- 毛利率: XX% (vs prior: XX%)
- 归母净利润: XXX亿 (YoY: +XX%)
- EPS: X.XX元
- 经营现金流: XXX亿

Update sequence:

  1. Drop Q[X] actuals into historical columns
  2. Verify sum checks (quarterly sum = annual)
  3. Update LTM (Last Twelve Months) calculations
  4. Check annual-to-quarter relationships

Step 3: Roll Forward Estimates

Read the whole SKILL.md on GitHub

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