Karna Chat-Native Assistant Paper Package

This package contains a preprint draft for:

Karna: A Chat-Native, Multi-Channel Architecture for Personal AI Chief-of-Staff Agents

• Repository: https://github.com/MukundaKatta/karna
• Inspected local path: /Users/ubl/Documents/New project/karna
• Inspected date: 2026-05-07

• paper.md: manuscript source
• abstract.txt: submission abstract
• keywords.txt: keyword list
• submission-metadata.json: platform metadata
• cover-note.txt: moderation/editorial note
• render_preprint_pdf.py: local PDF renderer

Prepared for submission to relevant research and artifact platforms.

This repository includes a dependency-free health check for core documentation, metadata, and CI wiring. Run it locally before publishing changes:

python3 scripts/check_repository_health.py

The same check runs in GitHub Actions on pushes and pull requests.