Skills-ContextManager

Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.

Use this skill when the user demands a "perfect" application, explicitly requests "app perfectionist", or asks to "make it perfect". This skill enforces a relentless, autonomous, 10-iteration loop of critique and improvement after the initial app creation.

Comprehensive guide for building AI applications using the DSPy framework with Google's Gemini API. This skill enforces strict rate limit management for the 'gemini-3-flash-preview' model (20 RPD) and provides best practices for "Intent-Oriented Programming", decomposition, agents, and optimization. Use this skill when you need to: (1) Create new DSPy programs, (2) Integrate Gemini with DSPy, (3) Optimize DSPy signatures for Google models, (4) Build Agents/RAG/Tools, or (5) Debug DSPy pipelines.

Design thinking and decision-making for web UI. Use when designing components, layouts, color schemes, typography, or creating aesthetic interfaces. Teaches principles, not fixed values.

Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, validate, types, static analysis.

React and Next.js performance optimization from Vercel Engineering. Use when building React components, optimizing performance, eliminating waterfalls, reducing bundle size, reviewing code for performance issues, or implementing server/client-side optimizations.

Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.

Web application testing principles. E2E, Playwright, deep audit strategies.