Master Rust 1.75+ with modern async patterns, advanced type system
Create GitHub pull requests directly via API from code changes. Analyzes branch commits, generates PR titles and descriptions, and creates PRs on GitHub by default. Use when user wants to create...
SOLID principles, design patterns, DRY, KISS, and clean code fundamentals. Use when reviewing architecture, checking code quality, refactoring, or discussing design decisions. Triggers on "review...
Comprehensive Test Driven Development guide. Master testing, debugging, fixing bugs, QA workflows, unit tests, integration tests, and coverage analysis.
Implement uptime monitoring and status page systems for tracking service availability. Use when monitoring application uptime, creating status pages, or implementing health checks.
Deep codebase initialization with hierarchical DROIDS.md documentation
Deep codebase initialization with hierarchical AGENTS.md documentation
Isolates frameworks and external systems behind adapters. Use when reviewing code with tight framework coupling or direct API calls in business logic.
Comprehensive Test Driven Development guide. Master testing, debugging, fixing bugs, QA workflows, unit tests, integration tests, and coverage analysis.
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Guidelines for developing with Deno and TypeScript using modern runtime features, security model, and native tooling
Gestiona git worktrees en .worktrees/. Usa cuando el usuario diga "crear worktree", "nuevo branch en paralelo", "trabajar en otra feature", "limpiar worktrees", "listar worktrees", o quiera...
This skill should be used when the user asks to "debug DSPy programs", "trace LLM calls", "monitor production DSPy", "use MLflow with DSPy", mentions "inspect_history", "custom callbacks",...
Validate Tailwind CSS v4 configuration and detect/prevent Tailwind v3 patterns. Use this skill when setting up Tailwind, auditing CSS configuration, or when you suspect outdated Tailwind patterns...
Review code for quality, security, and performance with comprehensive
Comprehensive guide for writing and running pytest tests in Python projects. Use when (1) Setting up pytest for a new project, (2) Writing test files and test cases, (3) Using fixtures, mocks, and...
Use when building Android apps (Gradle CLI) or ROMs (AOSP, LineageOS). Triggers on "gradle build", "assemble", "AOSP", "LineageOS", "lunch", "mka", "breakfast", "brunch", "compile android",...
High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray, vLLM, ZeRO-3. 2Γ faster than DeepSpeedChat with...
High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray, vLLM, ZeRO-3. 2Γ faster than DeepSpeedChat with...
Verify operating system hardening using CIS benchmarks with patch management, kernel hardening, and host-based firewall validation.