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Get Started Free →Analyzes code and project structure to find optimization opportunities without making changes. Triggers when users say things like "optimize my code", "review my code for improvements", "find inefficiencies in my code", "suggest code improvements", "analyze my code quality", "check for complexity issues", "find unused code", "code review suggestions", or "how can I improve my code". Produces labeled suggestions: [Delete] for unused/dead code, [Improve] for better implementations, and [Complexity
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 46% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -16% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -1% | 0% |
| case-14 | ✗→✓ | ▲ Improved | 7% | 0% |
| case-16 | ✗→✓ | ▲ Improved | 70% | 0% |
Analyze the codebase and provide structured suggestions without modifying any files.
[Delete] `functionName` in <filename>, line <N>–<N>: This function is defined but never called anywhere in the project. Safe to remove.
[Improve] <filename>, line <N>: You currently have:
<existing code snippet>
Consider replacing with:
<improved code snippet>
Reason: <brief explanation>
[Complexity] <filename>, line <N>–<N>: This section runs at O(n²) due to nested loops over the same collection. Consider <alternative approach> to reduce it to O(n log n) or O(n).Other measured skills in the registry, with their headline benchmark lift.