pdf-processing

Validate PDF uploads and extract text for downstream processing.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/gw-ai-security/ats-cv-scorer --skill pdf-processing-gw-ai-security
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pdf-processing
Source: https://github.com/gw-ai-security/ats-cv-scorer/tree/main/.codex/skills/pdf-processing
Command: npx skills add https://github.com/gw-ai-security/ats-cv-scorer --skill pdf-processing-gw-ai-security

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill ensures deterministic and robust PDF upload validation and text extraction, reducing parsing errors across diverse document formats and edge cases.

Core Features & Use Cases

  • Deterministic PDF validation for type and size constraints before processing.
  • Robust text extraction and content parsing suitable for indexing and auditing.
  • Use Case: Validate a batch of PDFs and extract structured text for downstream pipelines.

Quick Start

Validate a new PDF upload and extract its text in a single deterministic pass

Frequently Asked Questions about pdf-processing

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

FAQPage Schema
How do I validate PDF uploads and extract text deterministically?

PDF upload validation and text extraction can be automated deterministically by enforcing type and size constraints before processing, then reliably parsing content for downstream pipelines without relying on OCR or external services.

What is the best way to enforce size and type rules for PDF uploads?

The best way to enforce size and type rules for PDF uploads is through deterministic validation applied directly to the upload workflow, ensuring explicit error handling and reducing parsing errors across diverse document formats.

Can I extract text from PDF uploads for indexing without using OCR?

Yes, you can extract text from PDF uploads for indexing and auditing without using OCR by applying deterministic content parsing that relies on modular references to core processors instead of external services.

Does deterministic PDF parsing handle error handling explicitly?

Deterministic PDF parsing handles error handling explicitly by enforcing type and size rules during the upload validation phase, reducing parsing errors across edge cases before downstream processing begins.

Why does PDF text extraction fail on certain document uploads?

PDF text extraction often fails on certain uploads due to non-deterministic parsing behaviors or unenforced type and size constraints, which deterministic validation and explicit error handling are designed to resolve.

When do I need deterministic PDF validation for my processing pipeline?

You need deterministic PDF validation for your processing pipeline when extracting structured text for indexing, auditing, or downstream processing, ensuring consistent behavior and reliable content extraction across diverse document formats.