prism-liquidity-agent

Autonomous LP trading agent - auto-rebalancing with backtested strategies - Currently support Meteora DLMM

★ 11819 forksTypeScriptMITirfndi

Autonomous Solana LP agent for Meteora DLMM: runs a recall→observe→reason→simulate→decide loop to rebalance or exit concentrated-liquidity positions, scores pool volume authenticity, and stores outcomes in sqlite-vec memory for self-improving decisions. Ships backtesting and paper trading.

Use Cases

Auto-rebalancing concentrated-liquidity positions on Meteora DLMMAutonomous hold/rebalance/exit/enter decisions on Solana poolsFiltering wash-traded pools via volume-authenticity scoringBacktesting LP strategies on synthetic or replayed on-chain snapshotsPaper trading an LP agent before going liveStoring past pool outcomes as embeddings for similarity recallAgent-driven CLI operation of a DeFi trading botRisk-gated on-chain execution with drawdown and confidence limits

Built With

Language: TypeScript
Frameworks: Effect TS · Bun · Vitest · Meteora DLMM SDK · Solana Web3.js · Anchor · sqlite-vec · Transformers.js · Commander · Docker

prism-liquidity-agent

Use Cases

Built With

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