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0xethanq/astra-quant-agent
Autonomous crypto trading with multi-LLM analysis and coded risk limits
What it is
An autonomous cryptocurrency trading system that combines analysis from several large language models with deterministic risk control written in Python. Trades are executed on OKX, while hard-coded rules limit what the AI-driven decisions can do. Developers and researchers interested in pairing LLM judgement with rule-based safeguards are the target users. Execution is tied to OKX, and documentation is partly in Chinese.
At a glance
Worth watchingOur rating, based on popularity, maintenance and how ready it is for real use.
| Best for | Professional quants |
|---|---|
| Used for | Live trading, AI agents |
| Markets | Crypto |
| Stack | Python |
| Learning curve | Steep learning curve |
| Practical value | Medium practical value |
| Cost | Free and open source |
| Hardware | No GPU needed |
| Maintenance | Last commit 24 days ago |
GitHub stars, last 30 days
Daily snapshots since 2026-09-28 (up to 30 days): +138 over the period, now 401. Gaps mean no snapshot was taken that day.
结合多大模型分析与确定性代码风控的自主量化交易系统 ｜ Autonomous crypto trading system with multi-LLM analysis, deterministic Python risk control & OKX execution.
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