Tai Alpha Stock

Tai Alpha stock analysis — collect, VectorBT backtest (RSI/MACD/BB), conviction score, optional ML. Persistence is SQLite (default tai_alpha_output/tai_alpha.db); override TAI_ALPHA_DB_PATH.

Canonical docs: /setup (README, USERFLOW, MODULE_STRUCTURE, guides).
Mirror: setup/docs/core/SKILL.md.
Agents (Cursor / Claude Code / OpenClaw): setup/docs/core/AGENTS.md — root stubs AGENTS.md, CLAUDE.md.

Workflow tree

• Single: python scripts/analyze.py TICKER → pipeline; stores rows in SQLite (--db-path optional).
• Personas / markets: --persona id / --persona-all; --market auto|us|hk|cn; --lang zh-CN|zh-HK (see setup/docs/guides/PERSONA_ECOSYSTEM_GUIDE.md).
• Fast / depth: --fast skips ML and uses lighter collect; --depth lite|standard|deep (see setup/README.md matrix).
• Batch: python scripts/batch.py TICKER1 TICKER2 (optional --fast, --depth).
• Portfolio: python scripts/portfolio.py TICKER ...
• Cron: python scripts/cron.py (TAI_ALPHA_HOTLIST, optional TAI_ALPHA_TELEGRAM_WEBHOOK)
• Alerts: python scripts/alerts.py (watchlist in SQLite)
• Custom / ML / sector: scripts/custom.py, scripts/ml.py, scripts/sector.py
• Dividends / movers: scripts/dividends.py, scripts/hot_scanner.py (see setup README)
• Inspect run: python scripts/report.py --run-id N / python scripts/score.py --run-id N (--deep-risk on score CLI)

Docs

• setup/docs/guides/DISCLAIMER_AND_LIMITATIONS.md
• setup/docs/guides/STRATEGIES.md
• setup/docs/database/SQLITE.md
• setup/docs/core/AGENT_GUIDE.md
• setup/docs/guides/PERSONA_ECOSYSTEM_GUIDE.md
• setup/docs/guides/CHINESE_AUDIENCE_GUIDE.md

Related projects (inspiration)

• openclaw/stock-analysis skill
• UZI-Skill

Test

pip install -e ".[dev]"
pytest tests/unit tests/integration -v
python setup/tools/check_structure.py