add code exploration fast start
This tries to short-circuit multiple round-trips to llm for reading code. It's a precursor to trying to context engineer tailored to specific tasks. In initial experiments, it's only marginally faster than regular mode, and burns more tokens.
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crates/g3-planner/src/prompts.rs
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31
crates/g3-planner/src/prompts.rs
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//! Prompts used for discovery phase
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/// System prompt for discovery mode - instructs the LLM to analyze codebase and generate exploration commands
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pub const DISCOVERY_SYSTEM_PROMPT: &str = r#"You are an expert code analyst. Your task is to analyze a codebase structure and generate shell commands to explore it further.
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You will receive:
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1. User requirements describing what needs to be implemented
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2. A codebase report showing the structure and key elements of the codebase
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Your job is to:
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1. Understand the requirements and identify what parts of the codebase are relevant
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2. Generate shell commands to explore those parts in more detail
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IMPORTANT: Do NOT attempt to implement anything. Only generate exploration commands."#;
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/// Discovery prompt template - used when we have a codebase report.
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/// The codebase report should be appended after this prompt.
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pub const DISCOVERY_REQUIREMENTS_PROMPT: &str = r#"**CRITICAL**: DO ABSOLUTELY NOT ATTEMPT TO IMPLEMENT THESE REQUIREMENTS AT THIS POINT. ONLY USE THEM TO
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UNDERSTAND WHICH PARTS OF THE CODE YOU MIGHT BE INTERESTED IN, AND WHAT SEARCH/GREP EXPRESSIONS YOU MIGHT WANT TO USE
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TO GET A BETTER UNDERSTANDING OF THE CODEBASE.
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Your task is to analyze the codebase structure provided below and generate shell commands to explore it further.
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Your output MUST include:
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1. A section with heading {{SUMMARY BASED ON INITIAL INFO}} containing a brief summary of what you understand about the codebase structure (max 10000 tokens).
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2. A section with heading {{CODE EXPLORATION COMMANDS}} containing shell commands to explore the codebase further.
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- Use tools like `ls`, `rg` (ripgrep), `grep`, `sed`, `cat`, `head`, `tail` etc.
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- Focus on commands that will help understand the code structure without dumping entire files.
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- Mark the beginning and end of the commands with "```".
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DO NOT ADD ANY COMMENTS OR OTHER EXPLANATION IN THE COMMANDS SECTION, JUST INCLUDE THE SHELL COMMANDS."#;
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