---

name: doc-to-qra description: > Convert a document (PDF, URL, text) into Q&A pairs stored in memory. allowed-tools: Bash, Read triggers:

• convert to QRA
• document to QRA
• pdf to QRA
• create QRA from
• extract QRA from document
• turn this into Q&A
• make Q&A from this
• remember this document
• learn from this pdf metadata: short-description: Document to Q&A pairs in memory

---

doc-to-qra

Convert a document into Question-Reasoning-Answer pairs stored in memory.

Usage

Copy./run.sh <document> <scope> [context] [--dry-run]

Examples

Copy# PDF → QRA
./run.sh paper.pdf research

# URL → QRA
./run.sh https://example.com/article web

# With domain focus
./run.sh paper.pdf research "ML researcher"

# Preview first
./run.sh paper.pdf research --dry-run

Arguments

No other flags. Defaults handle everything.