Initial commit: Hermes Agent skills collection
- Trading skills (OKX, dividend, lottery, quantitative) - Creative skills (ASCII art, diagrams, video) - Development skills (GitHub, debugging, TDD) - Research skills (arXiv, blog monitoring) - Productivity skills (email, documents, notes) - MCP integration skills - Custom user skills
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# 填权 (Gap Fill) Timing Reference
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## What is 填权?
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After ex-dividend, the stock price drops by approximately the dividend amount. "填权" means the stock price recovers back to (or above) the pre-ex-dividend level over time.
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**填权 ≠ immediate.** The market doesn't give away free money — the ex-div price drop is a mechanical adjustment. Whether and how fast the gap fills depends on ongoing supply/demand for the stock.
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## Historical Fill Speeds for A-share Dividend Stocks
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### 华特达因 (000915) — High-dividend healthcare stock
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| Year | Ex-div | Dividend | Pre-close | Ex-close | Fill Time | Notes |
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|------|--------|----------|-----------|----------|-----------|-------|
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| 2025 | Jun 11 | 2.00元 | 32.39 | 29.49 | **~10 days** (31.15, +5.6%) | Fast fill; stock was in uptrend |
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| 2024 | May 16 | 2.00元 | 35.30 | 33.48 | **Did not fill in 60 days** (30→27) | Bear market dragged it down |
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**Key insight:** 2025 filled fast because the stock was in a healthy trend. 2024 didn't fill because the overall market was falling. Stock quality matters but macro conditions dominate.
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### 同仁堂 (600085) — Blue-chip TCM
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(Add data here when available from analysis.)
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## Factors That Determine Fill Speed
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### 1. Stock Price Position (Most Important)
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```
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Stock at 52-week low: High fill probability (already "cheap")
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Stock at 52-week high: Low fill probability (due for pullback)
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Example: 华特达因 2025 → ex-div at 32 → near YTD high → fast fill anyway (good stock)
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华特达因 2024 → ex-div at 35 → at YTD high → no fill (bad timing + bad market)
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```
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### 2. Market Direction
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- **Bull market / 结构性牛市**: Most quality stocks fill within 1-3 weeks
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- **Bear market / 熊市**: Can take months or never — the dividend is "eaten" by the falling price
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- **Sideways market**: Depends on stock-specific catalysts
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### 3. Dividend Size Relative to Price
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| Dividend/Price ratio | Impact |
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|---------------------|--------|
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| < 2% | Small gap, easy to fill (days) |
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| 2-5% | Moderate, 1-3 weeks typical |
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| > 5% | Large gap, may take months; better to wait for natural dip before buying |
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### 4. Company Fundamentals
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- **Growing dividends** (e.g., 华特达因 2021: 0.35 → 2025: 2.50/share) → faster fill (market rewards increasing payouts)
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- **Stable/declining dividends** → slower fill
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- **High payout ratio** (>80%) → risk of cut → may never fill
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- **Cash-rich** (>30% market cap in cash) → faster fill (dividend is safe)
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## Practical Rules for Dividend Capture
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```
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If you MUST try dividend capture (buy pre-ex-div, sell post):
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1. Only attempt on stocks near their 52-week LOW
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→ The ex-div gap is less damaging when already near support
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2. Only attempt when market is in uptrend
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→ Check: is the SH/SZ index above its 50-day MA?
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3. Plan to hold MINIMUM 2-4 weeks post-ex-div
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→ Selling the next day guarantees a loss (tax + gap)
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4. Calculate your break-even price:
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BreakEven = ExDivPrice + (Tax_Rate × Dividend)
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Example: 28元 stock, 2元 dividend, 20% tax:
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BreakEven = 26.00 + 0.40 = 26.40
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→ Stock must rally 1.5% from ex-div just to break even
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5. Consider buying AFTER ex-div instead:
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- No dividend → no tax → no gap risk
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- Lower entry price → higher yield on cost
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- Same future dividends
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→ Often the better move for pure yield investors
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```
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## Data Source
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To calculate 填权 timing for any stock:
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```python
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import akshare as ak
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# Use unadjusted prices (adjust='') to see the real ex-div gap
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df = ak.stock_zh_a_hist(symbol='000915', period='daily',
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start_date='20250601', end_date='20251001', adjust='')
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# Find ex-div day by looking for the big drop on the expected date
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# Then scan forward to see how many days to recover
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```
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