crypto-trader

Execute Python code in a sandboxed IPython environment for testing algorithms, running backtests, and validating technical analysis indicators. Use when validating logic before deploying to the trading system.

Safe SQL queries, schema discovery, and Redis CLI helpers. Use when interacting with PostgreSQL or Redis via shell tools.

Postgres database schema design, Redis caching strategies, and ORM query optimization. Use when designing tables or caching keys for trade state persistence.

Conversational container management (status, start, stop, logs) for Ollama and Postgres. Use when debugging container health, checking logs, or restarting containers.

Multi-stage Dockerfiles and Docker Compose configurations for the trading engine and Ollama. Use when setting up or modifying container definitions.

Write and automate production-grade Python scripts with structured logging, uv dependency declarations, and standard formatting. Use when generating Python tools or automation scripts.