Mimo - Token Efficient Development Assistant
Mimo is a code manipulation and AI-assisted development tool that provides efficient code generation, editing, and refactoring capabilities with minimal token overhead.
When to Use
- User wants code generation or manipulation
- AI-assisted development in terminal
- Code editing with context awareness
- Rapid prototyping
Prerequisites (Token-Efficient)
- Mimo installed: Check via
mimo --versionor install as needed - API configuration as required by underlying model
- Verify installation before use
Token-Saving Modes
One-Shot Mode (RECOMMENDED - Saves 40-60% tokens)
mimo "Generate Python class for user authentication" --model auto
- Single command, gets result immediately
- No conversation history overhead
- Best for: code generation, single-file tasks
Batch/Mode Selection
Use appropriate mode based on task complexity:
- Simple generation: one-shot command
- Complex multi-file: may need iterative approach
Key Token Optimization Tips
Use
mimowith specific, bounded promptsmimo "Create a function that sorts a list" --language pythonSpecify language/framework when possible to reduce model confusion
mimo "Add React hook for state management" --framework reactPrefer direct commands over interactive mode when task is well-defined
Cache successful generation patterns - repeatable code patterns can be reused
Use appropriate model for task size - smaller models for simple tasks
Common Workflows (Token-Efficient)
Code Generation (One-Shot)
mimo "Generate a REST API endpoint handler" --language python
Code Editing (One-Shot)
mimo "Add error handling to the auth function" --file src/auth.py
Feature Implementation (Bounded Iteration)
mimo "Add user login endpoint" --language javascript --framework express
# Review output, iterate once if needed
Cost Optimization
- One-shot is preferred - Most completed in single command
- Specify language/framework - Reduces token waste on context setting
- Avoid open-ended prompts - Be specific about what to generate/modify
- Use model selection if available for your setup