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Manage AstrBot knowledge bases — create, upload, retrieve, delete via WebUI or REST API. Use when adding documents to an AstrBot bot's RAG knowledge base, troubleshooting embedding issues, or automating KB updates.
Integrate Hermes Agent with external desktop applications, IDEs, and AI tools — mapping their integration interfaces (custom API endpoints, MCP support, terminal hooks) to Hermes' built-in capabilities (API Server, MCP Server Mode, CLI spawning). Use when asked to "connect Hermes to X" or "make Hermes work with Y" for any third-party app.
WSL 本地部署 Index-TTS 语音合成服务 — 环境搭建、模型下载、FastAPI 封装、AstrBot 插件接入
Showing SKILL.md
| name | quantitative-trading-cn |
| description | 国内量化交易系统搭建 — 行情终端 vs 量化系统辨析、券商通道瓶颈、开源框架选型、老式行情软件逆向分析 |
| triggers | ["量化交易","自动交易","A股实盘","期货量化","条件买卖","策略回测","量化系统开发","行情软件分析","倚天财经","通达信"] |
| category | finance |
行情终端 ≠ 量化交易系统。 用户（或其关系人）手里常见的行情软件（倚天财经 OEM、通达信、同花顺等）只能看盘画 K 线，不能自动下单。量化交易系统的完整链路：
行情数据 → 策略引擎 → 自动下单 → 券商API → 真实账户
代码不是问题——开源框架已经造好 90% 的轮子。真正卡人的是实盘交易通道：
| 方式 | 说明 | 门槛 |
|---|---|---|
| 券商量化接口（CTP/XTP） | 正规途径，vnpy 直接对接 | 个人户难开，需机构户或资金门槛 |
| 模拟鼠标操作券商客户端（easytrader） | 野路子，模拟点击同花顺等 | 不稳定，客户端更新就废 |
| 券商自带量化平台（QMT/PTrade/miniQMT） | 部分券商免费提供 | 最省事，但策略受限于平台 |
动手前必须先确认（不要跳过就开工）：
如果只是「均线上穿买入、下穿卖出」级别，券商自带的 QMT/miniQMT 免费就能跑，不需要写一行代码。先建议用户确认以上三点再出具体方案。
| 框架 | 语言 | 场景 | GitHub |
|---|---|---|---|
| vnpy | Python | 国内期货/股票实盘量化，对接 CTP/XTP | github.com/vnpy/vnpy ⭐29k+ |
| backtrader | Python | 策略回测，文档完善，社区大 | github.com/mementum/backtrader |
| Hikyuu | C++/Python | A 股策略研究 + 回测，高性能 | hikyuu.org |
| QUANTAXIS | Python | 全栈量化（数据+回测+实盘+可视化） | github.com/QUANTAXIS/QUANTAXIS |
| easytrader | Python | 模拟操作券商客户端自动下单 | github.com/shidenggui/easytrader |
数据源：akshare（免费全）、tushare（部分付费）
references/baiyuncha-analysis.md — 白云茶行情分析系统完整逆向分析记录（倚天财经 OEM）倚天财经 OEM（如「白云茶行情分析系统」）特征：
7z x file.rar → 解压 RAR7z x installer.exe → 二次解压 NSIS 安装包file * → 查看文件类型（PE32/DLL/data）strings *.dll → 查看 DLL 导出符号iconv -f gbk -t utf-8 *.ini → 处理 GBK 编码中文配置