本文へ移動
cccskills
無料GitHub で公開

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 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".

インストール方法を見る

含まれるファイル(1)

  • SKILL.md8.3 KB

SKILL.md(原文)

インストールする前に、エージェントに与えられる指示の中身を確認できます。

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)

ChineseEnglishNotes
营业收入RevenueTop-line, net of VAT
营业成本COGSCost 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 parentKey metric for A-share coverage
扣非净利润Net income (non-GAAP adj.)Deducts one-time items
净利润Net incomeMay 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:

ItemOld EstimateNew EstimateChangeDriver
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 for some sectors
  • 资产减值损失 (asset impairment) — flag if unexpectedly large
  • 股份支付 (share-based compensation) — expensed immediately under CAS

Market Context

  • 涨跌停 limits affect post-earnings price action (±10% main board, ±20% 创业板/科创板)
  • Northbound flow (北向资金) may react strongly to earnings
  • Retail investor participation high → earnings can cause outsized moves

Source Citations

Format for data citations:

Source: 巨潮资讯, [Company] 2024 年年度报告, p.[X], [URL if applicable]
Source: iFind ifind_get_stock_financials / AkShare get_financials(ticker="{{TICKER}}", statement_type="income", period="quarterly")
Source: 慧博投研, [Company] 盈利预测, accessed [Date]
Source: 同花顺 iFinD, 一致预期数据, accessed [Date]

For figures not from primary sources:

[UNSOURCED] — estimate based on [rationale]

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

レビュー

まだレビューはありません。使ってみた感想をお寄せください。

同じリポジトリのスキル

概要と使いどころ

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.

日本語の概要は準備中です。原文の説明を表示しています。

jwangkun/claude-for-financial-services-cn8342026年9月14日 更新

Build accrual schedules for A-share companies tracking revenue recognition, expense accruals, and working capital timing. Adapted from the original accrual-schedule skill for CAS accounting and Chinese business practices. Triggers on "A股应计项目", "应计计提", "accrual schedule China", "应计账款分析", or "working capital accruals [company]".

日本語の概要は準備中です。原文の説明を表示しています。

jwangkun/claude-for-financial-services-cn8342026年9月14日 更新

Build accrual schedules for A-share fund administration. Tracks revenue recognition, expense accruals, and working capital timing for fund accounting. Adapted from the original accrual-schedule skill for fund accounting standards. Triggers on "基金应计项目", "应计计提基金", "accrual schedule fund", "NAV accruals", or "accruals [fund]".

日本語の概要は準備中です。原文の説明を表示しています。

jwangkun/claude-for-financial-services-cn8342026年9月14日 更新

Assess an A-share portfolio company's AI readiness for China-focused private equity investments. Evaluates data infrastructure, technology stack, talent, and AI adoption opportunities in the Chinese market context. Triggers on "A股公司AI评估", "AI readiness China", "AI assessment portfolio company", "AI转型评估", or "artificial intelligence readiness [company]".

日本語の概要は準備中です。原文の説明を表示しています。

jwangkun/claude-for-financial-services-cn8342026年9月14日 更新

Audit financial models and Excel workbooks for A-share analysis. Adapts the original audit-xls skill for Chinese financial modeling standards, CAS conventions, and A-share-specific checks. Triggers on "A股模型审计", "财务模型核查", "audit model China", "audit xlsx", "模型QC", or "check model [company]".

日本語の概要は準備中です。原文の説明を表示しています。

jwangkun/claude-for-financial-services-cn8342026年9月14日 更新

Forensic financial analysis for A-share fund holdings and portfolio companies. Adapts the original break-trace skill for fund administration context and Chinese market standards. Triggers on "基金持仓核查", "持仓异常", "forensic fund analysis China", "持仓质量分析", or "investigate [fund] holdings".

日本語の概要は準備中です。原文の説明を表示しています。

jwangkun/claude-for-financial-services-cn8342026年9月14日 更新

jwangkun のスキルをすべて見る

このスキルの問題を報告する