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nano-pdf

Edit PDF pages via natural-language instructions for specified text and typos.

4|Updated May 18, 2026
Search Tags:#pdf#document editing#l10n#NLP#natural language#titles#typo fix
One-click install
npx skills add https://github.com/ZardLi1115/zedclaw --skill nano-pdf-zardli1115
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: nano-pdf
Source: https://github.com/ZardLi1115/zedclaw/tree/main/skills/productivity/nano-pdf
Command: npx skills add https://github.com/ZardLi1115/zedclaw --skill nano-pdf-zardli1115

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you quickly fix typos, adjust titles, and revise text inside PDFs without manually opening a full PDF editor and struggling with formatting.

Core Features & Use Cases

  • Natural-language PDF editing: Turn your instruction into targeted changes (typos, titles, and other text updates).
  • Page-scoped edits: Apply instructions to a specific page number so you can iteratively refine the result.
  • LLM-assisted corrections: Uses an LLM to interpret the request and perform the edit, making small document improvements faster.

Use Case: You receive a multi-page report PDF with a wrong heading and a couple of minor wording issues; you can specify exactly which page needs the change and describe the corrections in plain language.

Quick Start

Run nano-pdf edit report.pdf 3 "Update the date from January to February 2026".

Frequently Asked Questions about nano-pdf

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I edit PDF text using natural language instructions?▼

You can edit PDF text by providing the file path, page index, and a plain language instruction string to correct typos, update titles, and revise text without manually opening a PDF editor.

Can I fix typos in a PDF on a specific page number?▼

Yes, page-scoped edits allow you to target a specific page number in your PDF, letting you iteratively apply natural-language instructions to refine text corrections on that exact page.

Do I need a specific CLI tool to edit PDFs with natural language processing?▼

Yes, you need the nano-pdf CLI installed and an LLM-backed workflow to interpret your natural-language instructions and perform targeted text modifications on your PDF documents.

What is the best way to update a heading in a multi-page business report PDF?▼

The best way is using an LLM-assisted correction tool where you specify the PDF path, the page index containing the heading, and a natural-language instruction describing the required title update.

Does natural-language PDF editing work for contracts and presentation decks?▼

Yes, this approach works for targeted modifications across business documents including reports, decks, and contracts, allowing you to quickly revise text and fix formatting issues.

What are the limitations of using natural language to edit PDF documents?▼

This method is designed for targeted text modifications like fixing typos and adjusting titles on specific pages, so it may not handle complex formatting or full document layout restructuring.

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