doc-to-qra

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

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

Examples

# 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

Argument	Required	Description
document	Yes	PDF file, URL, or text file
scope	Yes	Memory scope to store QRAs
context	No	Domain focus (e.g. "security expert")
--dry-run	No	Preview without storing

No other flags. Defaults handle everything.