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qra - Extract QRA pairs from text for knowledge retention

Extracts Question-Reasoning-Answer pairs from text content and stores them in memory

Tags

Updated: 2026-02-13

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • read text files
  • process text content
  • extract QRA pairs
  • validate answer grounding
  • store to memory

Inputs

  • text files
  • plain text content
  • markdown files
  • meeting transcripts

Outputs

  • QRA pairs in memory
  • JSON formatted output

Requirements

  • Bash shell
  • Read tool access
  • LLM access

Source

  • Spec: SKILL.md

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text-processing
knowledge-extraction
memory-storage
qa-generation
read text files
process text content
extract QRA pairs
validate answer grounding
text files
plain text content
markdown files
QRA pairs in memory
JSON formatted output