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Use when user has just installed framework agents and CLAUDE.md contains generic examples - systematically discovers actual project patterns (custom commands, architecture decisions, team conventions) and updates CLAUDE.md and imported files with real project-specific information

Automatically orchestrate multiple specialized agents working in parallel when building independent features, modules, or performing separate investigations. Use when the task list contains 3+ unrelated features/tasks that don't share state, don't have execution dependencies, and can be understood independently. Match each feature to the right expert agent (Laravel, Next.js, React, Node, NestJS, Remix, Express, Expo, Flutter, Magento) and run them concurrently to maximize development speed.

Automatically orchestrate multiple specialized agents working in parallel to debug, diagnose, and fix independent problems across different subsystems. Use when encountering 3+ unrelated bugs, test failures, or issues in isolated modules that don't share root causes. Match each problem to the right expert agent (Laravel, Next.js, React, Node, NestJS, Remix, Express, Expo, Flutter, Magento) to diagnose and resolve issues concurrently, maximizing debugging efficiency.

MANDATORY for starting any conversation or task. Establishes required workflows: discovering and using skills, invoking the Skill tool before announcing usage, performing brainstorming before coding, creating TodoWrite todos for all checklists, and selecting/invoking the correct specialized agent persona for the task domain.

Use when creating new agent configurations, editing existing agents, or syncing agents between Claude Code and ULPI formats. Ensures agents follow proper structure with concise examples and consistent formatting across both systems.

Use when creating new skills, editing existing skills, or verifying skills work before deployment. Combines TDD methodology (RED-GREEN-REFACTOR cycle), Anthropic best practices (progressive disclosure, token efficiency), and research-backed persuasion principles for bulletproof skill documentation.