Hermes Skills Manager
6770bc9b9d
- 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
3.0 KiB
3.0 KiB
Stock Analysis v6.3 - Quick Reference
New: LongPort-Powered 8-Dimension Analysis
Basic Usage
# Single stock
uv run ~/.hermes/skills/openclaw-imports/stock-analysis/scripts/analyze_stock_unified.py O
# Multiple stocks
uv run ~/.hermes/skills/openclaw-imports/stock-analysis/scripts/analyze_stock_unified.py O 823.HK MAIN JEPI NLY
# Fast mode (skip Yahoo fallback for speed)
uv run ~/.hermes/skills/openclaw-imports/stock-analysis/scripts/analyze_stock_unified.py O --fast
# JSON output
uv run ~/.hermes/skills/openclaw-imports/stock-analysis/scripts/analyze_stock_unified.py O --output json
Symbol Format
| Market | Format | Example |
|---|---|---|
| US | TICKER or TICKER.US |
O, AAPL.US |
| HK | CODE.HK |
823.HK, 9988.HK |
| CN | CODE.SZ or CODE.SH |
000001.SZ |
8-Dimension Scoring System
| Dimension | Weight | Data Source | Metrics |
|---|---|---|---|
| Fundamentals | 40% | LongPort + Yahoo | PE, PB, dividend, margins, ROE, debt |
| Valuation | 30% | LongPort | PE/PB/dividend relative scoring |
| Momentum | 20% | LongPort | RSI, volume ratio, price change |
| Market Cap | 10% | LongPort | Large-cap stability bonus |
Scoring Logic
Fundamentals Score:
- PE < 15: +0.5, PE > 30: -0.3
- PB < 1.0: +0.6, PB > 5.0: -0.4
- Dividend > 5%: +0.5
- Operating margin > 15%: +0.5
- ROE > 15%: +0.4
- Debt/Equity < 50: +0.3
Valuation Score:
- PE: <15 → +0.5, <25 → +0.2, >35 → -0.3
- PB: <1.0 → +0.6, <2.0 → +0.3, >5.0 → -0.4
- Dividend: >5% → +0.5, >3% → +0.3
Momentum Score:
- RSI < 30 (oversold): +0.5
- RSI > 70 (overbought): -0.5
- Volume ratio > 1.5: +0.3
Recommendations
| Score | Recommendation | Confidence |
|---|---|---|
| > 0.3 | BUY | 80-90% |
| > 0.0 | BUY | 50-80% |
| > -0.3 | HOLD | 50-80% |
| < -0.3 | SELL | 80-90% |
Data Sources
LongPort (Primary):
- PE TTM, PB, EPS TTM, BPS
- Dividend yield, Market cap
- Real-time quotes, Volume ratio
- Full HK/CN/US coverage
Yahoo Finance (Fallback - US only):
- Operating margins, ROE, ROA
- Debt ratios, Revenue growth
- Analyst ratings, Earnings history
Legacy Commands (Yahoo Finance)
Stock Analysis
uv run {baseDir}/scripts/analyze_stock.py AAPL --fast
Dividend Analysis
uv run {baseDir}/scripts/dividends.py O JEPI QYLD
Environment Setup
LongPort SDK
Add to ~/.bashrc:
export LONGBRIDGE_APP_KEY=your_key
export LONGBRIDGE_APP_SECRET=your_s...port LONGBRIDGE_ACCESS_TOKEN=your_t...The script auto-maps `LONGBRIDGE_*` → `LONGPORT_*` for the SDK.
## Troubleshooting
### "token invalid" error
Token expired. Get new token from LongPort App → Settings → API Keys.
### Yahoo Finance rate limiting
Normal during heavy usage. LongPort data is still available. Use `--fast` to skip Yahoo.
### Missing PE/PB for ETFs
ETFs don't have traditional PE/PB. Only dividend yield is available.
### Negative PE
Negative PE means the company is losing money. Fundamentals score will be lower.