{"repo":"ZhuLinsen/alphaevo","free":true,"listed":false,"github":"https://github.com/ZhuLinsen/alphaevo","clone":"git clone https://github.com/ZhuLinsen/alphaevo.git","description":"An Self-Evolving Stock Strategy Research Agent 策略回测和自我进化","language":"Python","stars":186,"topics":["agent","llm","openclaw","quant","evolution","finance","fintech","python","stock"],"license":"Apache-2.0","category":"trading","readme_excerpt":"🧬 AlphaEvo An Open-Source Self-Evolving Stock Strategy Research Agent Watch strategies get diagnosed, mutated, re-tested, and pruned like research assets Overview · Core Capabilities · Quick Start · Architecture · Validation · CLI English 中文 --- ✨ Overview AlphaEvo is a self-evolving stock strategy research agent. It turns a readable YAML strategy into a research loop: backtest, diagnose failure, propose a controlled mutation, re-test the new version, and keep the full evidence trail. Reproducible no-key showcase Bundled frozen yfinance snapshot, US tech basket, 2025-02-11 to 2026-04-10: Strategy Signals Win Rate Avg Return Max DD Score ---------- --------- ---------- ------------ -------- ------- rsi reversion v1 baseline 0 0.0% 0.00% 0.0% 8.1% rsi reversion v7 champion 37 48.6% 2.94% 23.6% 68.7% What happened: the deterministic research committee flagged an over-confirmed entry stack, unlocked enough signals, widened the stop, extended holding, raised the payoff target, switched support context to MA60, then tightened volume confirmation. Each change was accepted only after retest. The champion keeps train-val and val-test gaps at 7.1% / 7.1% on this snapshot. See the generated report: showcase rsi reversion real snapshot.md. Live-data LLM evolution path Live yfinance data, configured external LLM provider, alphaevo evolve rsi reversion v1 --method llm , April 10, 2026: Strategy Signals Win Rate Avg Return Score ---------- --------- ---------- ------------ ------- rsi reve","default_branch":null,"files":null,"tree":[],"storefront":"/r/ZhuLinsen","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ZhuLinsen/alphaevo/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}