paper-orchestration

Orchestrates multi-stage research paper drafting with task packets, review gates, and per-chapter agents.

Updated Jul 5, 2026
One-click install
npx skills add https://github.com/huaibovip/research-marketplace --skill paper-orchestration-huaibovip
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paper-orchestration
Source: https://github.com/huaibovip/research-marketplace/tree/main/plugins/research-writing-assistant/skills/paper-orchestration
Command: npx skills add https://github.com/huaibovip/research-marketplace --skill paper-orchestration-huaibovip

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Large research-writing tasks often collapse into one-pass generation that produces placeholder chapters, weak argumentation, and unauditable output. This Skill enforces a controlled workflow with stage detection, persistent task packets, review gates, and multi-agent chapter ownership so full-paper drafting stays structured and verifiable. ## Core Features & Use Cases - Stage Detection: Classifies work into scope, evidence, method, experiments, drafting, and review stages, routing each to the appropriate writing skill. - Task Packets & Planning Artifacts: Requires persistent files like plan/outline.md, plan/progress.md, and per-task packets before any manuscript text is written. - Multi-Agent Chapter Gate: Dispatches a separate agent per major chapter with disjoint file ownership and records provenance in plan/chapter-agent-provenance.md. - Review Gates & Audits: Enforces spec-compliance and quality reviews plus a capability-use audit before any medium task is marked complete. - Use Case: When asked to draft a full SCI paper, the Skill first locks the chapter architecture, creates one task packet per chapter, dispatches independent agents, and only claims progress after controller review. ## Quick Start Ask the assistant to draft a full research paper on your topic and let it set up the plan files, chapter architecture, and per-chapter task packets before writing any manuscript text.

Frequently Asked Questions about paper-orchestration

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

FAQPage Schema
How do I structure a full research paper draft with AI agents?

Create a chapter architecture file listing required chapter files, minimum lengths, and owning agents, then dispatch one fresh agent per major chapter with its own task packet. Record each agent's inputs, output path, and review status in a provenance file before claiming progress.

What is a task packet in academic writing workflows?

A task packet is a persistent markdown file defining scope, files to read and edit, required skills, evidence inputs, required artifacts, rejection checks, and validation commands. It gives each subagent a bounded, auditable assignment instead of a vague project description.

Can this workflow run without subagents?

If subagents are unavailable, the controller stops and asks the user whether to continue in degraded single-agent mode. It does not silently fall back to one-pass generation, since that defeats the multi-agent chapter gate.

What chapter structure does it use for computer science papers?

The default body structure is Introduction with integrated related work, Methodology, Dataset and Experimental Setting, Experimental Results and Analysis, and Discussion. A standalone Related Work chapter is only allowed when the target outline explicitly demands it.

Why does the skill block writing before plan files exist?

The hard gate prevents one-prompt paper generation by requiring plan/project-overview.md, plan/outline.md, plan/progress.md, and a task packet first. This makes medium and full-paper work auditable and stops placeholder-only chapters from being accepted as done.