ppw:team

Split manuscripts into sections and dispatch tasks to subskills for parallel processing.

382|21|Updated Jan 30, 2026

Search Tags:#workflow #orchestration #parallel #team #paper #ppw

Ready to run

npx skills add https://github.com/Lylll9436/Paper-Polish-Workflow-skill --skill ppw-team

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ppw:team
Source: https://github.com/Lylll9436/Paper-Polish-Workflow-skill/tree/main/skills/ppw-team
Command: npx skills add https://github.com/Lylll9436/Paper-Polish-Workflow-skill --skill ppw-team

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Coordinates and accelerates scholarly writing workflows by splitting a manuscript into sections and dispatching section-level tasks (polish, translation, de-ai) to subagents for parallel processing.

Core Features & Use Cases

Split papers into H1 sections and run eligible Skills on each section concurrently.
Support guided workflows with section selection, PoC gating, and quality checks before full-scale parallel processing.
Maintain a structured manifest and per-section artifacts to track progress and enable resumption or inspection.

Quick Start

Invoke ppw:team with a target skill and a paper file to begin parallel processing of sections.

Frequently Asked Questions about ppw:team

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I automate parallel processing of a research paper?▼

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.

Can I run parallel workflows on specific sections of a LaTeX document?▼

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.

How does phase-based PoC validation work for manuscript processing?▼

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.

What is the best way to track progress when processing papers 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.

Does parallel paper orchestration require loading subskills with references?▼

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.

Why use guided workflows instead of direct mode for paper 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.