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Subprocess safety, GitHub CLI integration, retry logic, authentication, rate limiting, and timeout handling. Use when integrating external APIs or CLI tools. TRIGGER when: subprocess, gh cli, API call, retry logic, rate limiting, authentication. DO NOT TRIGGER when: internal function calls, pure Python logic, config file edits.

Python code quality standards covering PEP 8, Black formatting, type hints, Google-style docstrings, and error handling. Use when writing or reviewing Python code. TRIGGER when: python, formatting, type hints, docstrings, PEP 8, black, isort. DO NOT TRIGGER when: non-Python files, markdown, config, shell scripts.

Projete, audite, depure e implemente paywalls móveis, fluxos de assinatura e UX do ciclo de vida da assinatura, em conformidade com a App Store. Use para auditoria de paywall, correção de rejeições da App Store (ex: 3.1.2), melhoria da conversão de testes, escolha de planos/preços, revisão de configurações de plataformas como RevenueCat, ou cálculo de LTV/ROAS.

Two-tier design, progressive enhancement, non-blocking patterns, and security-first architecture for Python libraries. Use when creating or refactoring Python libraries. TRIGGER when: library design, module architecture, reusable component, two-tier. DO NOT TRIGGER when: simple scripts, config files, documentation-only changes.

Uma configuração opinativa para desenvolvimento Python, utilizando uv, ty, ruff, pytest e just. Ideal para iniciar novos projetos Python, configurar pyproject.toml, linting, verificação de tipos, testes ou ferramentas de build.

Use when reviewing pull requests, analyzing code quality, identifying issues, or generating review checklists. Covers TypeScript, JavaScript, Python, Go, Swift, and Kotlin.

Server-side quantitative indicator runner via Longbridge Securities — execute Pine Script v6 syntax subset against historical K-line data on Longbridge servers without a local Python environment. Supports built-in indicators (MACD, RSI, Bollinger Bands, EMA, SMA, etc.) and custom calculation logic; results returned as JSON. Triggers: "量化指标", "Pine Script", "指标计算", "MACD计算", "RSI计算", "服务端指标", "指标脚本

Instala hooks de pré-commit do Git usando a ferramenta de hook do projeto (Husky+lint-staged, pre-commit, lefthook, cargo-husky) para formatação, linting, verificação de tipo ou testes no momento do commit, detectando o ecossistema primeiro.

Inicializa ferramentas de modo estrito por ecossistema e andaimes GOALS.md por tarefa para autoverificação de loops agênticos. Configura verificadores de tipo, linters e validadores de esquema para TS, Python, Rust, Go e OCaml, estabelecendo .agent.

Quantitative strategy generation and optimisation framework via Longbridge — create, modify, and backtest quant strategies: parameter grid search, walk-forward validation, overfitting detection (in-sample vs. out-of-sample), strategy combination (multi-strategy correlation diversification), Sharpe / Calmar ratio optimisation. Generates Python code frameworks for local execution. Triggers: "策略优化",

Entry point for ALL TIA Portal engineering automation tasks. Always load this skill FIRST when the user mentions TIA Portal, TIA Openness, TIA Scripting, Siemens PLC, Siemens HMI, TIA Portal Add-In, or any automation/engineering task targeting TIA Portal. This skill routes to the correct domain skill and selects MCP, Python, or C# implementation.

Reference routed skill. Do NOT load directly unless user says so.