Bot spec checklist

Quick reference for bot spec checklist.

Context

Project: Agentic Quant Platform

Repository: agentic_quant_platform

This note is a compact reference for a local-first quant research and trading platform with FastAPI, Celery, Postgres, Iceberg, DuckDB, MLflow, Redis-backed RAG, strategy factories, agents, bots, streaming, and paper trading.

Checklist

• Universe
• Strategy graph
• Backtest engine
• ML deployments
• Agent specs
• RAG plan
• Deployment target
• Metrics

Commands and inspection

# Start with the project README, then narrow to the subsystem docs.
rg "Bot" .

# For Kubernetes-backed components, inspect the namespace before changing it.
kubectl get pods --all-namespaces

Usage note

Keep this note close to the implementation. If the command, manifest, or API changes, update the reference before writing a narrative post about the change.