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Get Started Free →Invoke Randy Reducer and semantic-compression doctrine for behavior-preserving code reduction.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-15 | ✗→✓ | ▲ Improved | -59% | 0% |
| case-01 | ✗→✓ | ▲ Improved | -66% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -69% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -62% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -74% | 0% |
Use this skill when the user asks to reduce, simplify, deduplicate, delete dead code, or refactor while preserving existing behavior.
randy-reducer.semantic-compression.Other measured skills in the registry, with their headline benchmark lift.