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Get Started Free →Edit PDF text/typos/titles via nano-pdf CLI (NL prompts).
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 7% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -78% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -61% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -70% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -61% | 0% |
Edit PDFs using natural-language instructions. Point it at a page and describe what to change.
bash# Install with uv (recommended — already available in Hermes) uv pip install nano-pdf # Or with pip pip install nano-pdf
bashnano-pdf edit <file.pdf> <page_number> "<instruction>"
bash# Change a title on page 1 nano-pdf edit deck.pdf 1 "Change the title to 'Q3 Results' and fix the typo in the subtitle" # Update a date on a specific page nano-pdf edit report.pdf 3 "Update the date from January to February 2026" # Fix content nano-pdf edit contract.pdf 2 "Change the client name from 'Acme Corp' to 'Acme Industries'"
read_file to check file size, or open it)nano-pdf --help for config)Other measured skills in the registry, with their headline benchmark lift.