backtest-kit

A TypeScript monorepo demonstrating how to code Ollama outline-based risk filter, with a 15-minute crontab doing live and backtest both Telegram-channel ingestion. Parses signals from a public Telegram channel, asks the LLM whether each signal is safe to trade

Binance spot wallet toolkit with an interactive REPL and reference broker-adapter flows for backtest-kit. Encodes the correct order-management sequence (cancel pending orders, verify the book is clean, then sell; poll-with-timeout, market fallback, clientOrderId reconcile) so an adapter for any exchange can be built on top of it.

Read Telegram channel posts via MTProto as flat rows with text and lightweight photo previews — built for LLM agents, analytics, and trading-signal backtests with backtest-kit

A measurement rig for Telegram signal channels on backtest-kit. Ollama LLM parses each author's guidance: text and chart screenshots. The engine executes it within minutes, and event studies show where the edge actually lives

backtest-kit persistence on PostgreSQL (TypeORM) + Redis cache, with atomic ON CONFLICT upserts and a Pgpool-II replica cluster for dev.

Backtest-kit persistence on MinIO (S3) as the source of truth with Redis as a time-ordered index

A measurement rig for Telegram signal channels on backtest-kit. Ollama LLM parses each author's guidance: text and chart screenshots. The engine executes it within minutes, and event studies show where the edge actually lives

Backtest-kit persistence on MinIO (S3) as the source of truth with Redis as a time-ordered index