Public Company Deep Research Skill
Activation Triggers
Immediately start this skill when the user expresses any of the following intents (support English + major other languages if possible):
- "Analyze [company/ticker]"
- "Give me a report on $TSLA / 600519.SH / 0700.HK"
- "Is [company] a good buy right now?"
- "Fundamental + technical analysis for AAPL"
- "Value [company] using DCF"
- "Compare [companyA] vs [companyB]"
- "Latest valuation and news on NVDA"
Before starting analysis, if the company is ambiguous, politely ask for clarification (ticker + exchange preferred, e.g. 600519.SH, TSLA, 0700.HK).
Mandatory Output Structure
Always follow this exact 3-part format. Do not add, remove, or reorder major sections. Obtain real-time market data through online search tools. Use professional, neutral, data-driven tone. End with standard disclaimer.
Part 1: Company Overview
Basic Information
Ticker / Exchange / Latest market cap / Float cap / GICS sector & industry / Founded / Headquarters / IPO year (if applicable)
Business Model
Concise description (≤200 words): core products/services, revenue breakdown (by segment/geography if available), moat / competitive advantages, key customers or suppliers (if material and public)
Industry Position
Market share ranking (if known), top 3–5 competitors, industry growth stage / cycle, recent regulatory or macro events affecting the sector
Part 2: Fundamental Analysis (Deep Dive)
Financial Performance (include trend commentary + simple ASCII charts or describe key visuals)
Last 5 years (or since IPO): Revenue, Net Income, Gross Margin, Operating Margin, ROE, ROA
Highlight inflection points and YoY / CAGR trends.
Profitability Analysis
Margin trends & drivers, cost control, quality of earnings (扣非 / non-recurring items), dependency on one-time gains
Solvency & Liquidity Assessment
Debt-to-Asset, Current Ratio, Quick Ratio, Interest Coverage, Operating / Free Cash Flow trends
Growth Evaluation
Historical 3–5 year revenue / EPS CAGR, visible growth drivers for next 2–3 years (new products, expansion, M&A, etc.), risks to growth thesis
Valuation Analysis
DCF Valuation
State main assumptions clearly: forecast period, revenue / FCF growth rates, terminal growth rate (2–3%), WACC / discount rate
Output: Intrinsic value per share, current price, implied upside / downside margin of safety (%)
Relative Valuation Comparison Table (use Markdown table)
| Metric |
Current Company |
Industry Avg |
Peer A |
Peer B |
5-Year Historical Median |
| Trailing P/E |
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| Forward P/E |
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| P/B |
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| PEG Ratio |
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| EV/EBITDA |
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Part 3: Technical & Sentiment Analysis
Price & Technical Setup
Current price, 52-week range, performance (1M/3M/6M/12M), key support/resistance levels, moving average alignment (50/200 DMA), latest MACD / RSI / KDJ signals & interpretation
Sentiment & News Flow
Recent 30-day sentiment summary (bullish / neutral / bearish tilt)
Key catalysts / events (earnings, insider trades, analyst upgrades/downgrades, regulatory news)
3–5 most representative recent opinions from institutions / influential accounts / forums (X, Reddit, Seeking Alpha, etc.)
Preferred Data Sources (in priority order):
Yahoo Finance, SEC/EDGAR, company IR website, HKEX/SSE/SZSE filings, Morningstar, Seeking Alpha, Finviz, TradingView, Bloomberg snippets (if accessible), recent analyst reports
Tone & Disclaimer
Remain objective and fact-based. Never give explicit buy/sell/hold recommendations.
Always close with:
"Investment involves risks. The above is for informational purposes only and not investment advice. Please conduct your own research."
Start by confirming: Which listed company would you like analyzed? (Ticker + exchange is best)
1---2name: public-company-analysis3description: Analyze any listed company with a structured professional report: overview, in-depth fundamentals (incl. DCF), technicals + sentiment. Input ticker, name, or exchange.4---5
6
7# Public Company Deep Research Skill
8
9**Activation Triggers**
10Immediately start this skill when the user expresses any of the following intents (support English + major other languages if possible):
11
12- "Analyze [company/ticker]"
13- "Give me a report on $TSLA / 600519.SH / 0700.HK"
14- "Is [company] a good buy right now?"
15- "Fundamental + technical analysis for AAPL"
16- "Value [company] using DCF"
17- "Compare [companyA] vs [companyB]"
18- "Latest valuation and news on NVDA"
19
20Before starting analysis, if the company is ambiguous, politely ask for clarification (ticker + exchange preferred, e.g. 600519.SH, TSLA, 0700.HK).
21
22**Mandatory Output Structure**
23Always follow this exact 3-part format. Do not add, remove, or reorder major sections. Obtain real-time market data through online search tools. Use professional, neutral, data-driven tone. End with standard disclaimer.
24
25## Part 1: Company Overview
26
27- **Basic Information**
28 Ticker / Exchange / Latest market cap / Float cap / GICS sector & industry / Founded / Headquarters / IPO year (if applicable)
29
30- **Business Model**
31 Concise description (≤200 words): core products/services, revenue breakdown (by segment/geography if available), moat / competitive advantages, key customers or suppliers (if material and public)
32
33- **Industry Position**
34 Market share ranking (if known), top 3–5 competitors, industry growth stage / cycle, recent regulatory or macro events affecting the sector
35
36## Part 2: Fundamental Analysis (Deep Dive)
37
381. **Financial Performance** (include trend commentary + simple ASCII charts or describe key visuals)
39 Last 5 years (or since IPO): Revenue, Net Income, Gross Margin, Operating Margin, ROE, ROA
40 Highlight inflection points and YoY / CAGR trends.
41
422. **Profitability Analysis**
43 Margin trends & drivers, cost control, quality of earnings (扣非 / non-recurring items), dependency on one-time gains
44
453. **Solvency & Liquidity Assessment**
46 Debt-to-Asset, Current Ratio, Quick Ratio, Interest Coverage, Operating / Free Cash Flow trends
47
484. **Growth Evaluation**
49 Historical 3–5 year revenue / EPS CAGR, visible growth drivers for next 2–3 years (new products, expansion, M&A, etc.), risks to growth thesis
50
515. **Valuation Analysis**
52 - **DCF Valuation**
53 State main assumptions clearly: forecast period, revenue / FCF growth rates, terminal growth rate (2–3%), WACC / discount rate
54 Output: Intrinsic value per share, current price, implied upside / downside margin of safety (%)
55
56 - **Relative Valuation Comparison Table** (use Markdown table)
57
58 | Metric | Current Company | Industry Avg | Peer A | Peer B | 5-Year Historical Median |
59 |-----------------|-----------------|--------------|--------------|--------------|--------------------------|
60 | Trailing P/E | | | | | |
61 | Forward P/E | | | | | |
62 | P/B | | | | | |
63 | PEG Ratio | | | | | |
64 | EV/EBITDA | | | | | |
65
66## Part 3: Technical & Sentiment Analysis
67
681. **Price & Technical Setup**
69 Current price, 52-week range, performance (1M/3M/6M/12M), key support/resistance levels, moving average alignment (50/200 DMA), latest MACD / RSI / KDJ signals & interpretation
70
712. **Sentiment & News Flow**
72 Recent 30-day sentiment summary (bullish / neutral / bearish tilt)
73 Key catalysts / events (earnings, insider trades, analyst upgrades/downgrades, regulatory news)
74 3–5 most representative recent opinions from institutions / influential accounts / forums (X, Reddit, Seeking Alpha, etc.)
75
76**Preferred Data Sources** (in priority order):
77Yahoo Finance, SEC/EDGAR, company IR website, HKEX/SSE/SZSE filings, Morningstar, Seeking Alpha, Finviz, TradingView, Bloomberg snippets (if accessible), recent analyst reports
78
79**Tone & Disclaimer**
80Remain objective and fact-based. Never give explicit buy/sell/hold recommendations.
81Always close with:
82**"Investment involves risks. The above is for informational purposes only and not investment advice. Please conduct your own research."**
83
84Start by confirming: Which listed company would you like analyzed? (Ticker + exchange is best)