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Routes ION DEX quant tasks to private Skills in ion-private-core (Kronos, TradingAgents, QuantDinger, etc.). Public stub only — load full skills from d:\openclaw-tools\ion-private-core\.cursor\skills or .cursor/skills-private junction.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Public stub — full GitHub daily discovery Skill lives in ion-private-core (CONFIDENTIAL). Use for 全品类开发流程 GitHub 高星发现（AI/MCP/Web3/前端/测试/视频/量化/CI/CD/数据库/K8s 等），每类 Top5 榜、DEX curated 全量存根、vendor 浅克隆。
Guides 51bitquant ai-hedge-fund-crypto LangGraph DAG workflow with multi-timeframe technical ensemble and LLM portfolio decisions for cryptocurrency. Use for crypto-specific agent graphs, strategy ensembling, or ION DEX AI trading research modules.
Enforces Chinese as the default language for ION DEX planning, development, testing, audit reports, delivery summaries, and user communication. Use for all ION DEX work unless the user explicitly requests another language.
Uses Claude-Flow/RuFlo 3.7.0-alpha.35 as a controlled AI agent orchestration accelerator for planning, multi-agent decomposition, swarm experiments, MCP diagnostics, memory workflows, and code analysis. Use when the user mentions Claude-Flow, RuFlo, 98 AI agents, swarm, hive-mind, autopilot, or agent orchestration.
Applies Cursor official-documentation workflows to ION DEX development. Use proactively for every development, verification, review, debugging, workflow, or tooling task to choose the right Cursor mode, Agent Review/Bugbot path, Rules/Skills/MCP/Hooks strategy, Cloud Agent/CLI/SDK automation, safety controls, and verification plan.
Finds, lists, and inspects available Cursor Agent Skills in project and user skill directories. Use when the user asks what skills exist, wants a skill installed, wants to locate a workflow, or when the agent needs to choose the right skill before acting.
| name | quant-trading-frameworks |
| description | Routes ION DEX quant tasks to private Skills in ion-private-core (Kronos, TradingAgents, QuantDinger, etc.). Public stub only — load full skills from d:\openclaw-tools\ion-private-core\.cursor\skills or .cursor/skills-private junction. |
机密 Skills 在闭源仓 ion-private-core，勿把 kronos、money-printer-turbo 等完整 Skill 推送到本公开仓库。
本地启用：
d:\openclaw-tools\ion-private-core\scripts\link-skills-to-ion-dex.ps1
然后加载 d:\openclaw-tools\ion-private-core\.cursor\skills\quant-trading-frameworks\SKILL.md 或 .cursor\skills-private\quant-trading-frameworks\SKILL.md。
K 线预测 → 私有 Skill kronos（shiyu-coder/Kronos）。
在 ION DEX 或独立量化任务中，先读私有路由 Skill 选框架，再加载对应子 Skill。
ion-web3-ui；链上执行仍遵循 ion-contract-audit 与 ion-data-backend。| 需求 | 优先 Skill | 备选 |
|---|---|---|
| 多智能体 LLM 投研（英文原版） | trading-agents | langalpha |
| 多智能体 LLM + A 股/中文/国产模型 | trading-agents-cn | vibe-trading |
| ML 教材 + 经典 ML4T 工作流 | machine-learning-for-trading | pybroker |
| 自然语言 → 策略 + MCP（Cursor 友好） | vibe-trading | quantdinger |
| 自托管全栈量化 OS + MCP | quantdinger | octobot |
| 强化学习交易环境 | tensortrade | finrl-trading |
| 开源加密机器人（网格/DCA/TradingView） | octobot | quantdinger |
| ML 策略 + Walkforward 验证 | pybroker | machine-learning-for-trading |
| 生产向模块化量化基础设施（FinRL-X） | finrl-trading | pybroker |
| 同一策略回测 + 多券商实盘 | lumibot | quantdinger |
| 持久化金融研究 Workspace（Claude Code 风格） | langalpha | trading-agents |
| LangGraph + 加密多策略 ensemble + LLM | ai-hedge-fund-crypto | trading-agents |
| PRD 能力 | 参考框架模式 |
|---|---|
| AI 市场分析 | TradingAgents / LangAlpha / Vibe-Trading 多智能体辩论 |
| 网格 / DCA | OctoBot、QuantDinger 策略模块 |
| 专业现货 / 限价 | Lumibot、QuantDinger 事件驱动策略 |
| 回测与指标 | PyBroker、ML4T、FinRL-Trading |
| Cursor 自动化研究 | Vibe-Trading MCP、QuantDinger MCP |
| Skill 目录 | 上游仓库 |
|---|---|
.cursor/skills/trading-agents/ | https://github.com/TauricResearch/TradingAgents |
.cursor/skills/trading-agents-cn/ | https://github.com/hsliuping/TradingAgents-CN |
.cursor/skills/machine-learning-for-trading/ | https://github.com/stefan-jansen/machine-learning-for-trading |
.cursor/skills/vibe-trading/ | https://github.com/HKUDS/Vibe-Trading |
.cursor/skills/quantdinger/ | https://github.com/brokermr810/QuantDinger |
.cursor/skills/tensortrade/ | https://github.com/tensortrade-org/tensortrade |
.cursor/skills/octobot/ | https://github.com/Drakkar-Software/OctoBot |
.cursor/skills/pybroker/ | https://github.com/edtechre/pybroker |
.cursor/skills/finrl-trading/ | https://github.com/AI4Finance-Foundation/FinRL-Trading |
.cursor/skills/lumibot/ | https://github.com/Lumiwealth/lumibot |
.cursor/skills/langalpha/ | https://github.com/ginlix-ai/LangAlpha |
.cursor/skills/ai-hedge-fund-crypto/ | https://github.com/51bitquant/ai-hedge-fund-crypto |
SKILL.md；需要安装细节时再读 references.md。frontend/ 或 backend/ 除非用户明确要求 vendor。