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Get Started Free →Use when a user asks to "proofread", "review and correct", "fix grammar", "improve readability while keeping my voice", and to proofread a document file and save an updated version.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 176% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 156% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -17% | 0% |
| case-04 | ✓→✓ | = Same ✓ | 121% | 0% |
| case-06 | ✓→✓ | = Same ✓ | 189% | 0% |
This skill transforms flawed writing — whether pasted text or uploaded documents — into publication-ready prose without altering the author’s intent. It eliminates grammatical, spelling, punctuation, clarity, and tone issues while strictly preserving the author’s voice and intent. Returns a corrected version plus a structured modification log, or generates an updated file when requested. Not for code editing or technical refactoring.
This skill operates in two modes:
Refer markdown for complete inline text mode.
Trigger when user says:
Refer markdown for complete file processing mode.
If inline: -> Return Corrected Version + Modifications list.
If file rewrite: -> Save updated file. -> Confirm filename. -> Provide modifications list unless suppressed.
Give friendly message to user in the end.
Other measured skills in the registry, with their headline benchmark lift.