比特币橙子Trader
比特币橙子Trader|9月 07, 2026 09:21
Finally sorted out, Crypto/AI Agent must install open source repository, I have organized it into 4 categories by purpose (essential skills for cryptocurrency trading) If you are planning to have Codex/Claude Code directly conduct on chain research, strategy backtesting, or even automated transactions, these repositories basically cover the entire chain from data to research, backtesting, execution, and monitoring. 1、 On chain data/research Dune Skills Introduction: Dune's official Agent Skill is used to check on chain data, wallets, holders, DeFi positions, and more. Warehouse: https://(((((((((((((((((GitHub)))))))))))/duneanalytics/kills CryptoSkills Introduction: A comprehensive collection of Crypto Skills covering Uniswap, Aave, Chainlink, The Graph, Safe, ENS, as well as Foundry, Hardhat, viem, ethers.js, Solana Kit, and more. Warehouse: https://((((((((((((((GitHub)))))))))/Andresdefi/cryptoskills Awesome Crypto Skills Introduction: A curated list of Crypto Agent Skills, categorized by trading, contract, security, cross chain, and other directions, suitable for finding skills on demand. Warehouse: https://(((((((((((((((GitHub)))))))))))/kukapay/awesome crypto skills 2、 Exchange interface/market trends and ordering CCXT Introduction: Unified access to 100+CEX, supporting market trends, K-lines, orders, funding rates, and transaction execution, is the infrastructure for cross exchange agents. Warehouse: https://((((((((((((((GitHub)))))))))/ccxt/ccxt 3、 On chain interaction/wallet/contract execution EVM Agent Skills Introduction: It allows agents to directly read chains, call contracts, listen to events, and send transactions, making it suitable as an EVM on chain strategy chassis. Warehouse: https://(((((((((((((GitHub)))))))))/SkandaBhat/evm agent kills EVM Cortex Introduction: Another set of EVM Agent tools for on chain data reading, contract interaction, and automatic execution. Warehouse: https://((((((((((((((((GitHub)))))))))))/cacashwell/evm-cotex Coinbase AgentKit Introduction: Coinbase Official Agent Toolkit, providing AI agents with wallets, transfers Swap、 Ability to perform on chain operations, etc. Warehouse: https://((((((((((((((GitHub))))))))))/coinbase/agentkit Foundry / viem Introduction: An important tool for contract development, local fork, ABI calling, and on chain testing. The relevant skills are already included in CryptoSkills. 4、 Strategy/backtesting/automated trading Hummingbot Introduction: Specializing in automated trading, market making, and arbitrage, supporting CEX+DEX, suitable for high-frequency execution and cross market strategies. Warehouse: https://((((((((((((((GitHub))))))))))/humimingbot/humimingbot Freqtrade Introduction: A mature quantitative trading framework that supports strategy development, backtesting Dry Run、 Real time testing and FreqAI machine learning. Warehouse: https://((((((((((((((GitHub)))))))))/freqtrade/freqtrade Jesse Introduction: With a focus on strategy research and rigorous backtesting, the interface is simple and suitable for verifying strategies first, and then gradually migrating to real life. Warehouse: https://(((((((((((((GitHub)))))))))/essay ai/essay NautilusTrader Introduction: Rust core+Python strategy event driven trading system, with a shared execution model for backtesting and live trading, suitable for multi market and high concurrency systems. Warehouse: https://(((((((((((((GitHub))))))))/nautechsystems/nautilus_trader TradingAgents Introduction: A multi-agent investment research framework that allows fundamental, emotional, technical, trading, and risk control agents to debate with each other, making it more suitable for AI investment research decision-making systems. Warehouse: https://(((((((((((((((GitHub))))))))))/TauricResearch/RadiangAgents 5、 Monitoring/Operations Prometheus Introduction: Although not dedicated to Crypto, it is very practical when running a 7x24 hour Agent, which can monitor RPC latency, WebSocket heartbeat, order failures, service status, and PnL. Warehouse: https://((((((((((((((GitHub)))))))))/prometheus/prometheus If you only want to install a minimum combination first: Dune+CCXT+CryptoSkills: responsible for data and research; Freqtrade/Jesse/Hummingbot: responsible for strategy and trading; AgentKit/EVM Agent Skills: responsible for on chain execution; Prometheus: Responsible for 24/7 monitoring. This set is basically a complete technical stack for a Crypto AI Agent from understanding the market to placing orders on its own.
+6
Mentioned
Share To

Timeline

HotFlash

APP

X

Telegram

Facebook

Reddit

CopyLink

Hot Reads