Quant Data Quality

AdMapix raw data layer for ad creatives, apps, rankings, downloads/revenue, and market metadata. Returns structured JSON from the AdMapix API; the calling ag...

Web search via Tavily API (alternative to Brave). Use when the user asks to search the web / look up sources / find links and Brave web_search is unavailable...

Data analysis and visualization. Query databases, generate reports, automate spreadsheets, and turn raw data into clear, actionable insights. Use when (1) yo...

Analyze stocks and cryptocurrencies using Yahoo Finance data. Supports portfolio management, watchlists with alerts, dividend analysis, 8-dimension stock scoring, viral trend detection (Hot Scanner), and rumor/early signal detection. Use for stock analysis, portfolio tracking, earnings reactions, crypto monitoring, trending stocks, or finding rumors before they hit mainstream.

Manage and monitor a personal stock watchlist with support for adding, removing, listing stocks, and summarizing their recent performance using data from 10jqka.com.cn. Use when the user wants to track specific stocks, get performance summaries, or manage their watchlist.

Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.

Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.

Real-time MCP server for general and vertical web searches, parallel batch queries, and full-page URL content extraction as Markdown.

量化策略开发主技能。当用户说"开发量化策略"、"设计量化策略"、"写策略代码"、"量化策略开发"时自动触发。提供标准开发流程、代码规范、检查清单、代码模板。适用于量化策略项目的开发阶段。

量化测试流程技能。当用户说"回归测试"、"策略测试"、"回测验证"、"实盘验证"、"测试"、"上线"、"发布"时自动触发。提供回归测试流程、测试用例模板、测试报告模板。适用于量化项目的测试和上线阶段。

Fetch and extract structured content from JS-rendered web pages, including main text, metadata, and key domain-specific metrics, without paid APIs.

Perform adaptive multi-source research with configurable domains, auto PDF retrieval, universal extraction, and generate layered reports for decision, valida...

量化架构设计审查技能。当用户说"审查架构"、"检查设计"、"优化架构"、"架构有问题"、"XX环节有问题"时自动触发。提供架构设计检查清单、常见问题识别、优化建议。适用于量化项目的设计审查阶段。