research-pipeline

Orchestrate a five-stage research pipeline from topic intake to publication-ready output.

6|Updated Feb 3, 2026

Search Tags:#orchestration #handoff #CLAUDE.md #quality-gates #literature-review #research-pipeline #adversarial-review

Ready to run

npx skills add https://github.com/dangeles/claude --skill research-pipeline

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: research-pipeline
Source: https://github.com/dangeles/claude/tree/main/claude-config/skills/research-pipeline
Command: npx skills add https://github.com/dangeles/claude --skill research-pipeline

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the end-to-end research workflow from topic intake to a polished, publication-ready document, ensuring a structured, reproducible pipeline.

Core Features & Use Cases

Five-stage orchestration: researcher, synthesizer, devils-advocate, fact-checker, editor, with standardized handoffs between stages.
Publication-ready outputs that conform to CLAUDE.md style and citation practices.
Resilient planning and tracking with progress checkpoints and interruption recovery.

Quick Start

Initialize a new research pipeline with a defined topic and scope to begin processing, and choose between comprehensive or focused modes.

Frequently Asked Questions about research-pipeline

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

FAQPage Schema

How do I automate an end-to-end literature review pipeline?▼

To automate an end-to-end literature review pipeline, use a fixed five-stage chain consisting of researcher, synthesizer, devils-advocate, fact-checker, and editor. This structure applies standardized handoffs and quality gates for reproducible document generation.

What is adversarial review in research editing workflows?▼

Adversarial review in research editing is a quality gate stage where a devils-advocate role critiques synthesized findings. This process challenges arguments and identifies weaknesses before the document passes to the fact-checker and editor for final publication-ready output.

How do I generate publication-ready documents that conform to CLAUDE.md style?▼

Generate publication-ready documents conforming to CLAUDE.md style by routing research through an orchestrated pipeline. The final editor stage enforces CLAUDE.md citation practices and formatting standards to deliver a polished, structured output.

Can I recover a research pipeline if the workflow is interrupted?▼

Yes, you can recover an interrupted research pipeline. The orchestration implements resilient planning and tracking with progress checkpoints, allowing you to resume the workflow from the last completed stage without losing your research data.

Does the research pipeline support both comprehensive and focused literature reviews?▼

Yes, the research pipeline supports both comprehensive and focused literature reviews. When initializing a new pipeline with a defined topic and scope, you select between these modes to match the required depth and breadth of your research output.