ppw:team

Automate parallel paper processing by splitting a manuscript into H1 sections and dispatching section-level tasks like polishing or translation to subagents concurrently. This coordinates concurrent workflows to accelerate scholarly writing and processing times.

Yes, parallel workflows support parsing LaTeX and Markdown documents to split papers into sections. You can use guided workflows with section selection to run eligible Skills on specific sections concurrently rather than processing the entire manuscript at once.

Phase-based PoC validation gates full-scale parallel processing by running single-section tests first. After passing quality checks on these initial proof-of-concept sections, the workflow scales up to dispatch tasks across all remaining sections concurrently.

Track parallel paper processing progress through a structured manifest and per-section artifacts. These artifacts monitor workflow memory and enable inspection, resumption, or verification of concurrent section-level tasks throughout the orchestration lifecycle.

Yes, parallel paper orchestration requires loading target subskills along with their own references to execute section-level tasks. The workflow manages workflow memory and dispatches tasks to these subagents to coordinate concurrent manuscript processing.

Guided workflows provide section selection, PoC gating, and quality checks before full-scale parallel processing, whereas direct mode skips these safeguards. Use guided workflows to validate single-section tests before committing to concurrent processing across the entire manuscript.