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Find Profitable Stocks (自由现金流掘金) is a screening and analysis Skill that identifies companies generating real cash profit using Free Cash Flow (FCF = Operating Cash Flow − Capital Expenditure) alongside standard fundamental metrics.

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Find Profitable Stocks (自由现金流掘金) is a screening and analysis Skill that identifies companies generating real cash profit using Free Cash Flow (FCF = Operating Cash Flow − Capital Expenditure) alongside standard fundamental metrics.

Find Profitable Stocks (自由现金流掘金) is a screening and analysis Skill that identifies companies generating real cash profit using Free Cash Flow (FCF = Operating Cash Flow − Capital Expenditure) alongside standard fundamental metrics. It retrieves financial data from East Money / Sina / Tencent APIs, computes a Health Score (0–100) and letter Grade (A–D), and ranks companies by combining valuation (PE, PB), profitability (ROE, profit margin), growth (revenue and profit trends), and technical signals (price action, volume). Outputs include key metrics, ranked results, and concise analysis summaries. Typical uses: screen for high-FCF stocks, analyze a single ticker’s cash-flow quality, compare multiple companies, and build shortlists. Requires Python 3.x, requests, and internet; falls back to demo/mock data when offline. Core advantages are cash-focused quality filtering, transparent scoring, and API-driven real-time screening.

Skill.md

這個 Skill 如何運作

Find Profitable Stocks (自由现金流掘金) is a screening and analysis Skill that identifies companies generating real cash profit using Free Cash Flow (FCF = Operating Cash Flow − Capital Expenditure) alongside standard fundamental metrics.

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SKILL.md - Find Profitable Stocks (自由现金流掘金)

Description

Find truly profitable companies using Free Cash Flow (FCF) and fundamental analysis strategy.

Free Cash Flow = Operating Cash Flow - Capital Expenditure

This skill screens for companies that generate real cash profit, not just accounting earnings.

When to Use

  • User asks "find profitable stocks"
  • User asks "free cash flow analysis"
  • User asks "真正的赚钱公司" / "现金流好的股票"
  • User asks "筛选优质股票"
  • User wants to analyze a specific stock's cash flow quality

How It Works

  1. Fetches financial data from public APIs (East Money / Sina / Tencent)
  2. Calculates health scores based on:
    • Valuation (PE/PB)
    • Profitability (ROE, profit margin)
    • Growth (revenue/profit growth)
    • Technical (price action, volume)
  3. Ranks and outputs results

Usage

Analyze a single stock

分析 600938 的基本面
筛选 股票 159201

Screen for profitable stocks

筛选自由现金流好的股票
找真正赚钱的公司
帮我选几只优质股票

Compare multiple stocks

对比 600938 和 600519

Output Format

Returns:

  • Health Score (0-100)
  • Grade (A/B/C/D)
  • Key metrics (PE, ROE, growth, etc.)
  • Analysis summary

Data Sources

  • Primary: East Money API (push2.eastmoney.com)
  • Fallback: Demo/Mock data (when network unavailable)
  • Note: Requires internet access for real-time data

Requirements

  • Python 3.x
  • requests package
  • Internet connection

Status

Ready for use - Network dependent (will show demo data if offline)

最適合用於

何時使用

Find Profitable Stocks (自由现金流掘金) is a screening and analysis Skill that identifies companies generating real cash profit using Free Cash Flow (FCF = Operating Cash Flow − Capital Expenditure) alongside standard fundamental metrics.

01 · 會前準備

準備決策簡報

在投資委員會開會前,把零散證據整理成結構化的論據。

02 · 團隊協作

統一交接標準

讓分析師、投資組合經理與 Agent 產出一致的研究結果。

03 · 即時更新

更新投資邏輯

出現新催化劑、KPI 發布或財報結果後,更新情境假設。

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