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tw-stock-analysis

tw-stock-analysis

github.com/asgard-ai-platformOther243111 installsUpdated 21w ago
Repository

About tw-stock-analysis

tw-stock-analysis is a skill for evaluating the fundamentals of Taiwan-listed companies. It is intended for investors and analysts examining financial health, valuation, and risk, with Taiwan-specific disclosures and data sources informing peer and historical comparisons.

Key features

  1. 01Analyze revenue, earnings, and balance sheets
  2. 02Compare valuation with peers and history
  3. 03Review dividends and payout sustainability
  4. 04Account for Taiwan market data and rules

Use cases

  1. 01Assess a Taiwan-listed company's financial health
  2. 02Compare a stock's valuation with industry peers
  3. 03Evaluate dividend yield and related risks

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/asgard-ai-platform/skills --skill tw-stock-analysis

After installing, type/tw-stock-analysisin Claude Code to confirm it loaded.

Bundled filesexamples/sample_scenario.md

Details

From the project README

Taiwan Stock Fundamental Analysis

Framework

IRON LAW: Valuation Is Relative — Compare to Peers and History

A P/E of 20 is cheap for a growth tech stock but expensive for a mature
utility. ALWAYS compare to: (1) industry peers, (2) the stock's own
historical range, and (3) the broader market (TAIEX average P/E ~14-18).
A single number in isolation is meaningless.
Key Metrics for Taiwan Stocks
MetricFormulaWhat It Tells YouData Source
EPSNet Income / Shares OutstandingProfitability per share公開資訊觀測站 (MOPS)
P/E RatioStock Price / EPSHow much market pays per dollar of earningsYahoo Finance TW, Goodinfo
P/B RatioStock Price / Book Value per SharePremium to net assetsMOPS
Dividend YieldAnnual Dividend / Stock PriceIncome return公開資訊觀測站
Payout RatioDividends / Net IncomeSustainability of dividendsCalculated
ROENet Income / Shareholders' EquityReturn on equityMOPS
Debt-to-EquityTotal Debt / EquityFinancial leverageMOPS
Revenue Growth(Current Rev - Prior Rev) / Prior RevTop-line momentumMonthly revenue reports
Taiwan-Specific Data Sources
SourceWhat It HasURL
公開資訊觀測站 (MOPS)Financial statements, dividends, insider tradingmops.twse.com.tw
台灣證券交易所 (TWSE)Stock prices, trading volume, indiceswww.twse.com.tw
GoodinfoHistorical financials, dividend history, technical datagoodinfo.tw
證交所月營收Monthly revenue announcements (by the 10th)MOPS + news
Analysis Steps

Phase 1: Business Understanding

  • What does the company do? Which industry/sector?
  • Who are the main competitors?
  • What drives revenue? (products, segments, geographies)

Phase 2: Financial Health

  • Revenue trend (monthly data unique to Taiwan market — check 月營收)
  • Profitability: EPS trend, operating margin trend
  • Balance sheet: D/E ratio, current ratio, cash position
  • Cash flow: operating CF positive? Free cash flow trend?

Phase 3: Valuation

  • P/E vs peers, vs own 5-year range, vs TAIEX average
  • P/B vs peers (especially for asset-heavy industries)
  • Dividend yield vs peers and vs Taiwan 10-year bond yield (~1.5%)

Phase 4: Growth & Risk

  • Revenue growth rate vs industry
  • Capex plans (MOPS announcements)
  • Concentration risk (customer, product, geography)
  • Regulatory and geopolitical risks
Taiwan Market Specifics
FeatureDetail
Monthly revenue disclosureListed companies report monthly revenue by the 10th — unique to Taiwan, provides more timely data than quarterly reports
Dividend cultureTaiwan investors heavily favor dividend stocks. High-yield stocks trade at a premium.
Ex-dividend price adjustmentTaiwan stocks drop by the dividend amount on ex-date. This is normal, not a loss.
Day trading taxSecurities transaction tax: 0.3% (0.15% for day trades). Factor into short-term trading costs.
Foreign investor influence外資 (foreign institutional investors) buying/selling data is public and significantly moves stock prices. Monitor 三大法人 (three institutional investors) data.

Output Format

# Stock Analysis: {Company Name} ({Stock Code})

## Company Overview
- Industry: {sector}
- Market cap: NT${X}B
- Main business: {description}

## Financial Summary
| Metric | Current | 3-Year Avg | Peer Avg | Assessment |
|--------|---------|-----------|---------|-----------|
| EPS | NT${X} | NT${X} | NT${X} | Above/Below |
| P/E | {X}x | {X}x | {X}x | Cheap/Fair/Expensive |
| Dividend Yield | {%} | {%} | {%} | ... |
| ROE | {%} | {%} | {%} | ... |
| D/E | {X} | {X} | {X} | ... |

## Revenue Trend (Monthly)
| Month | Revenue (NT$M) | YoY Growth |
|-------|-------------|-----------|
| {month} | {amount} | {%} |

## Valuation Assessment
{Cheap / Fair / Expensive — with rationale comparing to peers and history}

## Key Risks
1. {risk}

## Investment Thesis
{Bull case vs bear case in 2-3 sentences each}

Gotchas

  • EPS can be distorted by one-time items: Check if EPS includes asset sales, legal settlements, or write-offs. Use "recurring EPS" (本業 EPS) for trend analysis.
  • Monthly revenue ≠ profitability: A company growing revenue 30% might have declining margins. Revenue growth without margin analysis is incomplete.
  • Dividend yield trap: A stock yielding 8% may be cheap for a reason (declining business, unsustainable payout). Check if the payout ratio > 80% — that may not be sustainable.
  • Taiwan stock prices adjust for dividends: Unlike US stocks, Taiwan stock prices drop by the cash dividend amount on ex-date. A NT$100 stock paying NT$5 opens at NT$95. This is not a loss — you received NT$5 in cash.
  • This is educational analysis, not investment advice: All investment carries risk. Past performance does not predict future results. Consult a licensed financial advisor.

References

  • For DCF valuation methodology, see the biz-dcf skill
  • For financial ratio deep-dive, see the biz-financial-ratios skill

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