<required_reading> @~/.maestro/workflows/run-mode.md </required_reading>

Scholar Writing

End-to-end workflow for writing publication-ready ML/AI papers from research repositories. Integrates paper writing craft, citation verification, and anti-AI polishing into a structured 6-phase pipeline.

Pre-load (before execution)

1. Codebase docs: If .workflow/codebase/ARCHITECTURE.md exists, read for project context
2. Specs: maestro load --type spec --category coding — load coding conventions
3. Wiki knowledge: maestro search "academic writing research paper" --json — top 5 entries as prior context
4. All optional — proceed without if unavailable

Architecture Overview