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/china-earnings-analysis

Post-earnings quarterly update reports for A-share companies under coverage. Analyzes 业绩快报/正式财报, generates variance tables (actual vs 一致预期 vs prior), flags key drivers, and drafts structured earnings notes in Chinese sell-side format. Use instead of the original

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claude-for-financial-services-cn
83358 skills4 agents4 MCP
Install
$ npx -y skills add jwangkun/claude-for-financial-services-cn --skill china-earnings-analysis --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/china-earnings-analysis

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The summary Claude sees to decide when to auto-load this skill.

Post-earnings quarterly update reports for A-share companies under coverage. Analyzes 业绩快报/正式财报, generates variance tables (actual vs 一致预期 vs prior), flags key drivers, and drafts structured earnings notes in Chinese sell-side format. Use instead of the original

SKILL.md

china-earnings-analysis.SKILL.md
name: china-earnings-analysis
description: Post-earnings quarterly update reports for A-share companies under coverage. Analyzes 业绩快报/正式财报, generates variance tables (actual vs 一致预期 vs prior), flags key drivers, and drafts structured earnings notes in Chinese sell-side format. Use instead of the original earnings-analysis skill for Chinese equities. Triggers on "A股财报分析", "季度业绩点评", "年报/中报点评", "earnings review", or "[company] earnings".

china-earnings-analysis

Purpose

Create professional **A股季度/年度业绩点评报告**, analyzing results for companies already under coverage. Follow Chinese sell-side research standards (中金、中信、华泰 format).

Data Sources

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

get_financials(ticker, "income", "quarterly")   → 利润表 (季度)
get_financials(ticker, "income", "annual")      → 利润表 (年度)
get_financials(ticker, "balance", "quarterly")  → 资产负债表
get_financials(ticker, "cashflow", "quarterly") → 现金流量表
get_quote(ticker)                               → 实时行情, PE/PB
get_historical_data(ticker)                     → 股价表现
# News (china-news MCP — separate server)
get_stock_news(ticker="{{TICKER}}")          → 相关新闻

Secondary Sources

  • **巨潮资讯** (cninfo.com.cn) — 正式财报 PDF (mandatory)
  • **上证e互动 / 深交所互动易** — 投资者关系 Q&A
  • **公司官网** — 业绩说明会 (earnings call) 材料
  • **慧博投研 / 同花顺 iFinD** — 一致预期数据
  • **Wind / Choice** — institutional consensus (if available)

Key Financial Terms (Chinese → English)

| Chinese | English | Notes | |---------|---------|-------| | 营业收入 | Revenue | Top-line, net of VAT | | 营业成本 | COGS | Cost of goods sold | | 毛利率 | Gross margin | 营业利润/营业收入 | | 营业利润 | Operating profit | 核心经营利润 | | 归母净利润 | Net income attributable to parent | Key metric for A-share coverage | | 扣非净利润 | Net income (non-GAAP adj.) | Deducts one-time items | | 净利润 | Net income | May include minority interest | | 经营活动现金流 | Operating CF | 经营现金流 | | 资本支出 | CapEx | 购建固定资产 | | 有息负债 | Interest-bearing debt | 有息负债 | | 每股收益 (EPS) | Earnings per share | 基本EPS / 稀释EPS |

Workflow

Step 1: Pull the Earnings Print

**Data to collect:**

  • Current quarter / full year income statement (from 巨潮 PDF or iFind/AkShare)
  • Balance sheet and cash flow statement
  • Management commentary / 业绩说明会 transcript
  • Company press release (投资者关系活动记录表)

**Verify against:**

  • Previous quarter guidance (管理层指引)
  • Consensus estimates (一致预期) if available

Step 2: Build the Variance Table

**Required columns:**

| Item | 实际 (Actual) | 一致预期 (Consensus) | 上次预测 (Prior) | 同比 (YoY) | 环比 (QoQ) | Surprise | |------|---------------|---------------------|------------------|------------|------------|----------| | 营业收入 | | | | | | | | 毛利率 | | | | | | | | 归母净利润 | | | | | | | | EPS (基本) | | | | | | | | 经营现金流 | | | | | | |

**Surprise calculation:**

  • Beat/Miss % = (Actual - Consensus) / |Consensus| × 100%
  • Flag:
  • **大幅超预期**: >+10%
  • **符合预期**: -10% to +10%
  • **低于预期**: <-10%

**Consensus sources (in priority order):** 1. Wind / Choice 一致预期 2. 慧博投研 盈利预测 3. 同花顺 iFinD 盈利预测 4. 分析师预测调研 (from 巨潮 业绩预告) 5. If unavailable, note `[UNSOURCED]`

Step 3: Analyze Key Drivers

**Revenue:**

  • Volume vs price decomposition
  • Segment revenue breakdown (if disclosed)
  • New product / customer contribution
  • Industry volume trends

**Margins:**

  • 毛利率变化: input cost (原材料), pricing power, product mix
  • 费用率变化: 费用率 = 费用 / 营业收入
  • 营业利润率 trends

**Balance Sheet:**

  • 应收账款增速 vs 收入增速
  • 存货积压 risk
  • 有息负债 changes
  • 商誉 level (flag impairment risk)

**Cash Flow:**

  • 经营现金流 vs 净利润 (quality of earnings)
  • 资本支出 intensity
  • Free cash flow = 经营CF - 资本支出

Step 4: Update Estimates

**Forward estimates adjustment:**

Based on current quarter results and management guidance:

  • Update FY20XXE revenue, margins, EPS
  • Adjust Q2-Q4 quarterly estimates
  • Update annual consensus if material change
  • Flag if guidance was provided

**Estimate change table:**

| Item | Old Estimate | New Estimate | Change | Driver | |------|-------------|--------------|--------|--------| | FY Revenue | | | | | | FY Net Income | | | | | | FY EPS | | | | |

Step 5: Valuation Update

**Current valuation metrics:**

  • Current stock price + daily change
  • PE (动 / 静), PB, PS
  • EV/EBITDA (if applicable)
  • 52-week high/low, YTD performance
  • Relative to sector median

**Post-earnings re-rating assessment:**

  • Did multiple expand/contract?
  • Is valuation now cheap/expensive vs history and peers?
  • 目标价 adjustment rationale

Step 6: Draft the Report

**Standard A-share earnings update structure:**

标题:[公司名称]([代码])[Q20XX / FY20XX] 业绩点评:[超预期/符合预期/低于预期]

一、业绩概览
  - 核心数据一览表
  - 同比/环比增速
  - 超出/低于一致预期幅度

二、收入分析
  - 收入增速分解
  - 分业务/分地区收入
  - 量价分析

三、利润分析
  - 毛利率变化及原因
  - 费用率分析
  - 净利润增速分解

四、资产负债表
  - 应收账款
  - 存货
  - 有息负债
  - 其他关注点

五、现金流量
  - 经营现金流
  - 资本支出
  - 自由现金流

六、估值与投资建议
  - 当前估值水平
  - 目标价调整
  - 评级维持/调整

七、风险提示
  - 行业政策风险
  - 原材料价格波动
  - 竞争加剧
  - 商誉减值风险

Step 7: Quality Check

**Before delivering:**

  • [ ] All numbers sourced from 巨潮 PDF or iFind/AkShare
  • [ ] Variance table complete with actual/consensus/prior
  • [ ] Beat/miss flagged with % surprise
  • [ ] Key drivers identified and explained
  • [ ] Forward estimates updated
  • [ ] Valuation metrics current
  • [ ] Risk factors listed (China-specific)
  • [ ] Citations complete; unsourced items marked `[UNSOURCED]`

China-Specific Elements

Earnings Call (业绩说明会)

  • Schedule: typically same day or next trading day after earnings release
  • Location: 上证e互动 / 深交所互动易
  • Format: online video/audio + text Q&A
  • Key questions often from retail investors

Regulatory Requirements

  • 业绩预告 (earnings preview): required if variance >50%
  • 业绩快报 (earnings flash): optional, typically 10 days before full report
  • Full annual report: 4 months after year-end
  • Semi-annual report: 2 months after H1
  • Quarterly report: 1 month after quarter-end

Accounting Nuances

  • 扣非净利润 (non-GAAP net income) widely used by analysts
  • 其他收益 (other income) can mask core operating performance
  • 政府补助 (government subsidies) significant
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