Prompt & Context Engineering

Analyze a draft prompt, identify gaps, map it to available agent components, and output an optimized prompt the user can paste and run.

2026 note: The field has evolved from "prompt engineering" to "context engineering" — managing the full context window (system prompts, retrieved data, tool schemas, conversation history) rather than just optimizing the wording of a single prompt.

When to Use

• User asks to optimize, improve, or rewrite a prompt
• User asks "what's the best way to ask the agent to..."
• User pastes a draft prompt and asks for feedback

When to Skip

• User wants the task executed directly ("just do it")
• User asks to optimize code or performance (that's a refactoring task)

How It Works