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Summary

This PR implements three key performance optimizations to improve response times and reduce API quota consumption:

1. LRU Response Cache (src/utils/responseCache.ts)

  • Implements LRU caching for Gemini API responses
  • 30-minute TTL ensures fresh data
  • 10MB max cache size with automatic eviction
  • Near-instant responses for repeated queries
  • Significant reduction in API quota usage

2. Eliminate Code Duplication (src/utils/geminiExecutor.ts)

  • Introduced buildGeminiArgs() helper function
  • DRY principle for CLI argument construction
  • Shared between main execution and Flash model fallback
  • Reduces maintenance burden and potential bugs
  • Added GeminiCLIOptions interface for type safety

3. Array Buffer Performance (src/utils/commandExecutor.ts)

  • Replaced O(n²) string concatenation with O(n) array buffers
  • Significant performance improvement for large command outputs
  • More efficient memory usage during streaming operations

Additional Improvements

  • Enhanced CLI flag support in constants.ts
  • Updated tools (ask-gemini.tool.ts, brainstorm.tool.ts) to use new options interface
  • Dependency cleanup in package.json and package-lock.json

Testing

  • All existing functionality remains backward compatible
  • Tested with MCP inspector and Playwright
  • Verified caching behavior and eviction policies
  • Confirmed Flash model fallback still works correctly

Performance Impact

  • Response time: Near-instant for cached queries (vs. 2-5s for API calls)
  • API quota: Significantly reduced for repeated queries
  • Memory: Efficient with 10MB cap and automatic eviction
  • Large outputs: O(n) performance vs. previous O(n²)

Files Changed

  • src/utils/responseCache.ts (new file)
  • src/utils/geminiExecutor.ts (refactored)
  • src/utils/commandExecutor.ts (optimized)
  • src/constants.ts (enhanced flags)
  • src/tools/ask-gemini.tool.ts (updated interface)
  • src/tools/brainstorm.tool.ts (updated interface)
  • src/index.ts (minor cleanup)
  • package.json & package-lock.json (dependencies)

All changes maintain backward compatibility while significantly improving performance.

This PR implements three key performance optimizations:

1. **LRU Response Cache** (responseCache.ts)
   - Caches Gemini API responses with 30-minute TTL
   - Reduces API quota consumption for repeated queries
   - 10MB max cache size with automatic eviction
   - Near-instant responses for cached queries

2. **Eliminate Code Duplication** (geminiExecutor.ts)
   - New buildGeminiArgs() helper function
   - DRY principle for CLI argument construction
   - Shared between main execution and fallback paths
   - Reduces maintenance burden and potential bugs

3. **Array Buffer Performance** (commandExecutor.ts)
   - Replace O(n²) string concatenation with O(n) array buffers
   - Significant performance improvement for large outputs
   - More efficient memory usage during streaming

Additional improvements:
- Added GeminiCLIOptions interface for type safety
- Enhanced CLI flag support in constants.ts
- Updated tools to use new options interface
- Dependency cleanup in package.json

These optimizations maintain backward compatibility while significantly improving performance for repeated queries and large command outputs.
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Summary of Changes

Hello @benzntech, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request significantly enhances the application's performance and efficiency by implementing a robust LRU caching mechanism for Gemini API responses, streamlining CLI argument construction to reduce code duplication, and optimizing command output processing with array buffers. These changes aim to improve response times, lower API quota consumption, and provide a more flexible and maintainable codebase.

Highlights

  • LRU Response Caching: Introduced a new LRU cache (lru-cache dependency) for Gemini API responses, providing near-instant replies for repeated queries, reducing API quota usage, and featuring a 30-minute TTL and 10MB max size.
  • Code Duplication Elimination: Refactored geminiExecutor.ts by introducing a buildGeminiArgs() helper function and GeminiCLIOptions interface, centralizing CLI argument construction and improving maintainability.
  • Array Buffer Performance: Optimized commandExecutor.ts by replacing inefficient O(n²) string concatenation with O(n) array buffers for handling large command outputs, leading to significant performance and memory efficiency gains.
  • Enhanced CLI Flags: Expanded constants.ts with new CLI flags and default values for features like YOLO mode, approval modes, output formats, and directory inclusion, enhancing the flexibility of Gemini CLI interactions.
  • Tool Interface Updates: Updated ask-gemini.tool.ts and brainstorm.tool.ts to utilize the new GeminiCLIOptions interface, ensuring consistency and type safety across tool arguments.
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Code Review

This pull request introduces significant performance optimizations and improves code structure. The addition of an LRU cache for API responses is a great feature to reduce latency and quota usage. The implementation in src/utils/responseCache.ts is solid. The refactoring in src/utils/geminiExecutor.ts to use a helper function and an options object greatly improves maintainability and readability. The optimization in src/utils/commandExecutor.ts to use array buffers instead of string concatenation for command output is a correct and effective performance enhancement. I've found a couple of areas for improvement, one related to correctness in commandExecutor.ts and a minor refinement in responseCache.ts.

- Corrected slash commands to match actual implementation (/ask-gemini, /brainstorm, /fetch-chunk, /Help, /ping)
- Added comprehensive documentation for all ask-gemini flags (Phase 1 & 2)
- Documented brainstorm tool with methodology options
- Added Performance Features section highlighting LRU cache, array buffers, and chunking
- Removed outdated /analyze and /sandbox commands that don't exist in code
- Added practical examples for each slash command
- Install vitest and @vitest/coverage-v8 for testing
- Create vitest.config.ts with coverage configuration
- Add test helper utilities for mocking child processes
- Create server.test.ts for MCP server initialization tests
- Create tools.test.ts for tool registry and schema validation tests
- Create ask-gemini.test.ts for ask-gemini tool argument validation
- Update package.json with test scripts (test, test:watch, test:coverage)

Test coverage:
- 17/17 passing: ask-gemini tool argument validation
- 3/18 passing: tool registry tests (schema validation passing)
- Server tests need mock adjustment but infrastructure is ready

Based on testing patterns from Claude Code MCP server tests.
@benzntech benzntech force-pushed the feature/performance-optimizations branch from bf8a880 to a333ed3 Compare December 5, 2025 10:37
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