ar-orchestrator

Coordinate a 9-stage research pipeline with human approval gates.

Updated Mar 22, 2026
One-click install
npx skills add https://github.com/ShinyGua/AutoArtsResearch --skill ar-orchestrator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ar-orchestrator
Source: https://github.com/ShinyGua/AutoArtsResearch/tree/main/.claude/skills/ar-orchestrator
Command: npx skills add https://github.com/ShinyGua/AutoArtsResearch --skill ar-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Orchestrate a multi-stage research pipeline with built-in human approval gates to reduce manual handoffs and governance gaps across complex projects.

Core Features & Use Cases

  • End-to-end coordination of 9 stages (Bootstrap to Export) with gate checks
  • Modularity: reuse sub-skills and maintain reproducible pipelines
  • Human-in-the-loop governance for arts & social sciences workflows

Quick Start

Trigger the ar-orchestrator with a workspace path to start or resume the 9-stage pipeline.

Frequently Asked Questions about ar-orchestrator

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

FAQPage Schema
How do I automate a multi-stage research pipeline with human approval gates?

Automate a research pipeline by orchestrating 9 stages end-to-end, from Bootstrap to Export, with built-in human-in-the-loop gate checks. This ensures repeatable workflows and reduces manual handoffs across complex research projects.

Can I coordinate sub-skills and persist workspace state for traceability in Claude Code?

Yes, you can coordinate sub-skills and persist workspace state in Claude Code to ensure traceability and recoverability. This orchestration maintains audit trails and governance across all research stages.

What is the best way to manage governance gaps in arts and social sciences research teams?

Manage governance gaps by enforcing human-in-the-loop gate approvals across a 9-stage pipeline. This approach provides audit trails and repeatable workflows tailored for arts and social sciences research teams.

How do I resume an interrupted research workflow from a specific stage?

Resume an interrupted research workflow by triggering the orchestrator with a workspace path. It persists workspace state across stages to ensure recoverability and traceability, allowing you to pick up exactly where you left off.

Does the research pipeline orchestrator require any specific dependencies or components?

No, the research pipeline orchestrator requires no specific dependencies or components. It operates independently to coordinate sub-skills, enforce gate approvals, and maintain workspace state for complete traceability.

When should I use a modular research pipeline with built-in human gates?

Use a modular research pipeline with human gates when you need repeatable workflows, audit trails, and governance across complex projects. It is ideal for reducing manual handoffs and ensuring approval compliance from scoping to export.