
Trimbly
Compression for AI consumption
Only for Mac
Free
Mac
Code Compression for AI Consumption
Trimbly revolutionizes AI-powered code analysis by transforming entire codebases into intelligently compressed, context-rich formats optimized for modern AI models. Whether processing single files or enterprise-scale repositories, Trimbly delivers unmatched compression efficiency while preserving critical semantic relationships.
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ADVANCED LANGUAGE OPTIMIZATION
Featuring 19+ specialized language optimizers including Swift, TypeScript, Python, Java, C#, PHP, Rust, Go, Kotlin, Ruby, SQL, Dockerfile, Jupyter Notebook, Shell Script, CSS, HTML, JSON, YAML, and Objective-C. Each optimizer understands language-specific patterns, preserving framework imports, error handling, async patterns, and architectural decisions while eliminating redundant code structures.
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INTELLIGENT AUTO-EXCLUSION SYSTEM
Smart Auto-Exclusion achieves remarkable 95-99% token reduction on dependency-heavy projects by intelligently identifying and excluding node_modules, build artifacts, and library folders while preserving dependency manifests and project structure context. The system maintains complete project comprehension despite massive file reduction.
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AI MODEL-SPECIFIC OPTIMIZATION
Built-in tokenization intelligence adapts compression strategies for OpenAI, Claude, Gemini, and CodeLlama models. Trimbly understands each model's tokenization patterns and context window limitations, automatically adjusting compression levels to maximize content fit while preserving analytical value.
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HIERARCHICAL PROJECT INTELLIGENCE
Advanced output enhancement generates structured project overviews, dependency graphs, and knowledge maps that provide AI models with architectural context before code analysis. This sequential information delivery dramatically improves AI comprehension and analysis quality.
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SEMANTIC COMPRESSION LEVELS
Four-tier compression system from Light to Maximum, each calibrated for specific analysis scenarios. Architecture reviews use aggressive compression focusing on component relationships, while debugging tasks preserve detailed implementation context. BPE token optimization provides standardized efficiency measurements across all compression levels.
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ENTERPRISE-GRADE PROCESSING
Handles complex project structures including Xcode projects with storyboard analysis, Core Data models, entitlements parsing, and multi-platform build configurations. Advanced error reporting and processing status tracking ensure reliable operation on large-scale codebases.
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FLEXIBLE OUTPUT FORMATS
Supports Text, JSON, Markdown, and Minimal output formats with configurable metadata inclusion. Integration-ready outputs work seamlessly with Claude Projects, ChatGPT uploads, and custom AI analysis workflows.
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Major Update: Advanced Language-Specific Optimization
New Language Optimizers (21 Total)
This version introduces specialized compression engines for each programming language, delivering dramatically improved results for AI consumption:
Swift & Objective-C - Optimized for iOS/macOS codebases with protocol handling
JavaScript & TypeScript - Smart module and React component compression
Python - Preserves function signatures while removing verbose docstrings
Java & Kotlin - Enterprise-grade optimization for large Spring projects
C# & C++ - Efficient handling of namespaces and template code
Rust & Go - Maintains ownership semantics and goroutine patterns
Ruby & PHP - Web framework optimization (Rails, Laravel, Symfony)
SQL - Query optimization while preserving schema relationships
CSS & HTML - Frontend asset compression with selector preservation
JSON & YAML - Configuration file optimization for DevOps workflows
Dockerfile & Shell - Container and deployment script efficiency
Jupyter Notebooks - Data science workflow compression
Smart Compression Benefits
Each optimizer understands language-specific syntax, semantics, and patterns:
Preserves critical type information and interfaces
Removes language-specific boilerplate and redundancy
Maintains functional relationships between components
Optimizes based on each language's tokenization characteristics
Performance Improvements
40-70% better compression ratios compared to generic optimization
Language-aware semantic preservation
Faster processing with cached optimizer instances
Reduced token usage across all major language models
Enhanced Model Support
Updated tokenization estimates for popular language models with improved context window utilization and compression efficiency.
The language optimizers transform Trimbly from a general compression tool into a specialized AI preparation platform that understands your code.
The developer, Joseph Poirier, indicated that the app’s privacy practices may include handling of data as described below. For more information, see the developer’s privacy policy .
Data Not Collected
The developer does not collect any data from this app.
Accessibility
The developer has not yet indicated which accessibility features this app supports. Learn More
Information
- Seller
- Joseph Poirier
- Size
- 5.2 MB
- Category
- Developer Tools
- Compatibility
Requires macOS 14.6 or later.
- Mac
Requires macOS 14.6 or later.
- Languages
- English
- Age Rating
4+
- 4+
- Copyright
- © 2025 Aeon Digital LLC