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Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-02-04 15:25:13 +09:00

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# The Ouroboros
AI-powered trading agent for global stock markets with self-evolution capabilities.
## Quick Start
```bash
# Setup
pip install -e ".[dev]"
cp .env.example .env
# Edit .env with your KIS and Gemini API credentials
# Test
pytest -v --cov=src
# Run (paper trading)
python -m src.main --mode=paper
```
## Documentation
- **[Workflow Guide](docs/workflow.md)** — Git workflow policy and agent-based development
- **[Command Reference](docs/commands.md)** — Common failures, build commands, troubleshooting
- **[Architecture](docs/architecture.md)** — System design, components, data flow
- **[Context Tree](docs/context-tree.md)** — L1-L7 hierarchical memory system
- **[Testing](docs/testing.md)** — Test structure, coverage requirements, writing tests
- **[Agent Policies](docs/agents.md)** — Prime directives, constraints, prohibited actions
## Core Principles
1. **Safety First** — Risk manager is READ-ONLY and enforces circuit breakers
2. **Test Everything** — 80% coverage minimum, all changes require tests
3. **Issue-Driven Development** — All work goes through Gitea issues → feature branches → PRs
4. **Agent Specialization** — Use dedicated agents for design, coding, testing, docs, review
## Project Structure
```
src/
├── broker/ # KIS API client (domestic + overseas)
├── brain/ # Gemini AI decision engine
├── core/ # Risk manager (READ-ONLY)
├── evolution/ # Self-improvement optimizer
├── markets/ # Market schedules and timezone handling
├── db.py # SQLite trade logging
├── main.py # Trading loop orchestrator
└── config.py # Settings (from .env)
tests/ # 54 tests across 4 files
docs/ # Extended documentation
```
## Key Commands
```bash
pytest -v --cov=src # Run tests with coverage
ruff check src/ tests/ # Lint
mypy src/ --strict # Type check
python -m src.main --mode=paper # Paper trading
python -m src.main --mode=live # Live trading (⚠️ real money)
# Gitea workflow (requires tea CLI)
YES="" ~/bin/tea issues create --repo jihoson/The-Ouroboros --title "..." --description "..."
YES="" ~/bin/tea pulls create --head feature-branch --base main --title "..." --description "..."
```
## Markets Supported
- 🇰🇷 Korea (KRX)
- 🇺🇸 United States (NASDAQ, NYSE, AMEX)
- 🇯🇵 Japan (TSE)
- 🇭🇰 Hong Kong (SEHK)
- 🇨🇳 China (Shanghai, Shenzhen)
- 🇻🇳 Vietnam (Hanoi, HCM)
Markets auto-detected based on timezone and enabled in `ENABLED_MARKETS` env variable.
## Critical Constraints
⚠️ **Non-Negotiable Rules** (see [docs/agents.md](docs/agents.md)):
- `src/core/risk_manager.py` is **READ-ONLY** — changes require human approval
- Circuit breaker at -3.0% P&L — may only be made **stricter**
- Fat-finger protection: max 30% of cash per order — always enforced
- Confidence < 80 → force HOLD — cannot be weakened
- All code changes → corresponding tests → coverage ≥ 80%
## Contributing
See [docs/workflow.md](docs/workflow.md) for the complete development process.
**TL;DR:**
1. Create issue in Gitea
2. Create feature branch: `feature/issue-N-description`
3. Implement with tests
4. Open PR
5. Merge after review