Browse reusable instructions for your AI tools. Copy and customize a prompt, or download a skill for a supported agent.
Swift concurrency patterns including Swift 6.2 approachable concurrency, structured concurrency, actors, continuations, and migration. Use when reviewing or building async code, fixing data race errors, or migrating to Swift 6.
Use when reviewing or generating Swift code for modern idiom correctness — catches outdated APIs, pre-Swift 5.5 patterns, and Foundation legacy usage that Claude defaults to
Vision framework API, VNDetectHumanHandPoseRequest, VNDetectHumanBodyPoseRequest, person segmentation, face detection, VNImageRequestHandler, recognized points, joint landmarks, VNRecognizeTextRequest, VNDetectBarcodesRequest, DataScannerViewController, VNDocumentCameraViewController, RecognizeDo...
Analyzes Android apps to identify key user workflows for AppFunctions
Deploy AI models to mobile applications. TRIGGERS - Use when user needs help with ai-mobile-deployment related tasks.
Modern Dart standards (3.x+) including null safety and patterns.
Generates optimized prompts for AI tools. Activates only when the user explicitly asks to write, fix, improve, or adapt a prompt for a specific AI tool (LLM, Cursor, Midjourney, image AI, video AI, coding agents, etc.). Does not activate for general conversation, coding tasks, document writing, o...
Aggregated API platform for AI agents. Access Twitter, blockchain, AI services and 50+ third-party APIs through MCP.
An MCP server that provides on-demand skill loading for AI coding assistants.
An MCP server that provides on-demand skill loading for AI coding assistants.
A股深度学习Alpha信号/神经网络量化。当用户说"深度学习"、"deep learning"、"神经网络量化"、"DL alpha"、"CNN选股"、"深度因子"时触发。基于 cn-stock-data 获取数据，构建深度学习Alpha模型。支持 formal/brief 两种输出风格。
A股高频订单流/逐笔成交分析。当用户说"订单流"、"order flow"、"逐笔成交"、"主动买卖"、"成交明细"、"大单追踪"、"逐笔分析"时触发。基于 cn-stock-data 获取数据，分析订单流方向、大单行为、成交节奏。支持 formal/brief 两种输出风格。
A股模型风险/回测过拟合分析。当用户说"模型风险"、"model risk"、"过拟合"、"overfitting"、"回测失真"、"样本外失效"、"模型验证"时触发。基于 cn-stock-data 获取数据，评估量化模型的过拟合与模型风险。支持 formal/brief 两种输出风格。
A股NLP舆情/文本情感量化分析。当用户说"NLP"、"舆情分析"、"文本情感"、"新闻情感"、"sentiment"、"舆情量化"、"研报情感"时触发。基于 cn-stock-data 获取数据，结合NLP分析文本情感与市场关系。支持 formal/brief 两种输出风格。
A股强化学习交易策略。当用户说"强化学习"、"reinforcement learning"、"RL交易"、"RL策略"、"DQN交易"、"PPO策略"、"智能体交易"时触发。基于 cn-stock-data 获取数据，设计RL交易环境与策略。支持 formal/brief 两种输出风格。
A股交易信号回测/策略验证。当用户说"信号回测"、"signal backtest"、"这个信号准不准"、"信号验证"、"交易信号回测"时触发。量化回测特定交易信号的历史表现。支持formal和brief风格。
A股股票聚类/相似股票发现。当用户说"聚类"、"clustering"、"相似股票"、"类似的股票"、"同类股票"、"走势相似"时触发。量化聚类分析股票相似性。支持formal和brief风格。
A股AutoML策略/自动化量化建模。当用户说"AutoML"、"自动建模"、"自动机器学习"、"auto ML"、"自动化策略"、"一键建模"时触发。基于 cn-stock-data 获取数据，使用AutoML自动构建量化策略。支持 formal/brief 两种输出风格。
策略回测Skill - 基于Backtrader提供量化策略回测、绩效分析、策略优化 via Backtrader/AkShare
中国A股/港股/美股统一数据抽象层。屏蔽 akshare/efinance/adata/pysnowball/ashare 五个数据源的 API 差异，提供统一代码格式（SH600519）、统一字段名（英文 snake_case）、智能路由和自动 Fallback。当用户需要获取股票行情、实时报价、资金流向、财务指标、北向资金等金融数据时使用此 skill。
金融数据清洗与异常检测工具，提供缺失值处理、去重、异常值检测、数据标准化等功能。当用户需要对原始金融数据进行预处理时使用。
Slippage estimation, optimization, and protection for trade execution
Hyperliquid market data, account history, trade review.
Build robust, production-grade backtesting systems that avoid common pitfalls and produce reliable strategy performance estimates.
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