AlgoTrader Community Edition

This is the public, intentionally reduced edition of AlgoTrader.

It is designed to be useful without exposing the private edge:

• paper/backtest only
• SOL-denominated sample data and reporting
• simple momentum + flow-imbalance entry logic
• deterministic local CLI workflow

It does not include:

• live trading
• wallet execution
• Yellowstone gRPC ingestion
• Bitquery/CoreCast ingestion
• sidecar integration
• wallet-following / smart-money logic
• proprietary predictive selector/runtime
• private deployment scripts or live dev tooling

For full feature access or live dev mode to try new features, message @sheawinkler.

Support

If this public build is useful to you, support development here:

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For full feature access or live dev mode, message @sheawinkler. See SUPPORT.md for details.

Data universe

This repo exposes a small, safe slice of a much larger trading universe.

The community edition shows the shape of the stack:

• price_sol
• volume_sol
• buy_flow_sol
• sell_flow_sol
• momentum
• volume surge
• flow imbalance
• entries
• exits
• hold time
• PnL in SOL

At a higher level, the broader private system combines multiple source families into one decision surface instead of depending on a single feed. That wider universe includes:

• market discovery
• price / volume / liquidity context
• trade-flow context
• cross-venue context
• onchain state
• execution telemetry
• portfolio / risk state
• outcome feedback

Data-source mind-map

The public repo does not ship the full private ingestion stack, but this is the shape of the broader data universe behind it:

AlgoTrader data universe
├── Community edition
│   ├── local sample market data
│   ├── price_sol / volume_sol
│   ├── buy_flow_sol / sell_flow_sol
│   ├── momentum / surge / imbalance features
│   └── entries / exits / hold time / PnL
└── Broader private system
    ├── Low-latency onchain streams
    │   ├── Yellowstone gRPC
    │   └── Bitquery / CoreCast
    ├── Chain state and metadata
    │   ├── Helius
    │   └── Solana RPC / account-program state
    ├── Discovery and enrichment
    │   ├── Birdeye
    │   ├── DexScreener
    │   ├── Jupiter discovery / market surfaces
    │   └── Pump.fun launch / migration context
    ├── Market and execution context
    │   ├── Jupiter quotes / routing context
    │   ├── liquidity and route-quality observations
    │   └── execution telemetry
    ├── External reference markets
    │   ├── Kraken
    │   ├── Binance
    │   └── Coinbase
    └── Outcome feedback
        ├── realized trade outcomes
        └── calibration / decision feedback loops

Some of the provider names above exist only in the broader private system and are intentionally not shipped in this community edition. The fuller public/private boundary is documented in DATA_UNIVERSE.md.

Quick start

cargo run -- demo

Run the sample backtest explicitly:

cargo run -- backtest --input examples/sample_market.csv

If you try the gated mode:

cargo run -- live-dev

the community edition will direct you to contact @sheawinkler.

Why this repo exists

The production/private system contains significant proprietary work around live data ingestion, execution, calibration, and operating discipline. This public repo is a safe community edition that exposes the general framework and a usable local workflow without disclosing the private edge.

The exact public/private split is documented in COMMUNITY_EDITION.md, and the public-facing data map is documented in DATA_UNIVERSE.md.