AI Agent Users¶
For those who want to automate strategy exploration by combining Claude Code or other AI coding agents with AlphaForge.
AlphaForge is designed so that all operations complete via CLI/JSON/YAML, making it highly compatible with AI agents.
Why AlphaForge Works Well with AI Agents¶
- AI agents can generate, edit, and validate strategy JSON files
- Backtest and optimization results return as structured JSON, enabling automated analysis
- Slash commands let you run the same workflow idempotently, as many times as needed
- Enables autonomous overnight exploration independent of human working hours
Key Slash Commands (Claude Code)¶
| Command | Role |
|---|---|
/explore-strategies |
Autonomous exploration of one untried indicator × symbol combination |
/explore-strategies-loop |
Continuous exploration until rate limit |
/analyze-exploration |
Aggregate all exploration logs and output next recommended candidates |
/grid-tune |
Exhaustive grid tuning of existing strategy + WFT validation |
/tune-live-strategies |
Drift analysis and re-tuning of live strategies |
/update-market-data |
Incremental update of historical data |
Full Documentation¶
For the complete AI agent integration reference (recommended agent comparison, one-cycle example, loop operation notes), see: