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Get Started Free →Improve a project's README for clarity, structure, and completeness without changing its meaning. Use when the user asks to clean up, polish, or improve a README or project documentation.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -55% | 0% |
| case-15 | ✗→✓ | ▲ Improved | 14% | 0% |
| case-16 | ✗→✓ | ▲ Improved | -30% | 0% |
| case-18 | ✗→✓ | ▲ Improved | 12% | 0% |
| case-19 | ✓→✗ | ▼ Worse | -17% | 0% |
Improve an existing README's clarity and structure while preserving its intent.
claims that aren't supported by the project.
markdown# Project Name One-line description. ## Installation ## Usage ## Configuration ## Contributing ## License
claim is correct, flag it for the user instead of guessing.
Other measured skills in the registry, with their headline benchmark lift.