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How to handle code review feedback — verify before implementing, push back when wrong, never agree blindly

Como o atopile Language Server funciona (pygls), como ele constrói grafos por documento para autocompletar/hover/definições, e os invariantes para mantê-lo rápido e à prova de falhas.

Look up current Bevy engine APIs, crates, examples, and patterns. Use for any Bevy-related question, including API lookup, feature design, architecture, and implementation patterns.

Generate or update a complete Godot game from a natural-language description. Use when the user wants ${AGENT_NAME} to make, rebuild, or substantially extend a Godot project end to end.

Generate or update a complete Bevy game from a natural-language description. Use when the user wants ${AGENT_NAME} to make, rebuild, or substantially extend a Bevy project end to end.

Look up Godot engine class APIs, methods, properties, signals, enums, or C# Godot syntax. Use when you need a targeted Godot API answer or a specific engine-class recommendation.

Look up Babylon.js APIs, import paths, examples, loaders, Vite integration, and browser runtime behavior. Use for Babylon-specific API lookup, feature design, rendering setup, asset loading, and capture issues.

Generate or update a complete Babylon.js browser game from a natural-language description. Use when the user wants ${AGENT_NAME} to make, rebuild, or substantially extend a Babylon.js project end to end.

Add a new knowledge domain to your existing system. Derives domain-specific configuration through conversation, generates domain folders, templates, and vocabulary while preserving and connecting to your existing architecture.

Scaffold a complete knowledge system. Detects platform, conducts conversation, derives configuration, generates everything. Validates against 15 kernel primitives. Triggers on "/setup", "/setup --advanced", "set up my knowledge system", "create my vault".

Queue processing with fresh context per phase. Processes N tasks from the queue, spawning isolated subagents to prevent context contamination. Supports serial, parallel, batch filter, and dry run modes. Triggers on "/ralph", "/ralph N", "process queue", "run pipeline tasks".

Extract structured knowledge from source material. Comprehensive extraction is the default — every insight that serves the domain gets extracted. For domain-relevant sources, skip rate must be below 10%. Zero extraction from a domain-relevant source is a BUG. Triggers on "/reduce", "/reduce [file]", "extract insights", "mine this", "process this".