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Get Started Free →Edit PDFs with natural-language instructions using the nano-pdf CLI.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -60% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -66% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -49% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -78% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -75% | 0% |
Use nano-pdf to apply edits to a specific page in a PDF using a natural-language instruction.
bashnano-pdf edit deck.pdf 1 "Change the title to 'Q3 Results' and fix the typo in the subtitle"
Notes:
Other measured skills in the registry, with their headline benchmark lift.