Prompts Reference

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Quick Reference

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Using Prompts

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With MCP Clients

{
  "prompt": "prepare-environment",
  "args": {
    "task": "Train ML model",
    "base": "python:3.11-slim",
    "packages": "numpy pandas scikit-learn"
  }
}

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Prompt Output

1. Step-by-step workflows - Ordered operations with clear dependencies
2. Tool selection - Which Contree tools to use and when
3. Parameter guidance - Correct values for each tool call
4. Best practices - Following the CHECK-PREPARE-EXECUTE pattern

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Categories

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Environment Setup

• prepare-environment - Full workflow with environment reuse
• install-packages - Install and tag for reuse

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Code Execution

• run-python - Quick Python execution
• run-shell - Shell command execution
• sync-and-run - Local files + execution

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Building and Testing

• build-project - Standard build + test workflow
• multi-stage-build - Complex builds with checkpoints

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Operations

• parallel-tasks - Concurrent execution
• debug-failure - Error diagnosis
• inspect-image - Image exploration