interactive-orchestrator

Coordinate interactive research sessions and orchestrate subagents to design experiments and synthesize findings.

13|Updated Jan 27, 2026

Search Tags:#collaboration #research #subagents #interactive #orchestrator #experiments #hypotheses

Ready to run

npx skills add https://github.com/Butanium/claude-lab --skill interactive-orchestrator

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: interactive-orchestrator
Source: https://github.com/Butanium/claude-lab/tree/main/plugins/clab/skills/interactive-orchestrator
Command: npx skills add https://github.com/Butanium/claude-lab --skill interactive-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables researchers to collaborate in real time to form hypotheses, plan experiments, and coordinate subagents to execute investigations with minimal manual overhead.

Core Features & Use Cases

Collaborative hypothesis development: Co-create hypotheses, capture reasoning, and align on next steps.
Experiment design and delegation: Design experiments and spawn scientist subagents to implement them without doing hands-on coding yourself.
Fresh-eyes review and governance: Optionally spawn colleague subagents with restricted context for sanity checks.
Evaluation and synthesis: Use judge subagents to evaluate samples against criteria and synthesize findings into a report.
Session bootstrapping: At session start, load shared principals and tooling from /research-principles, /research-judging, /write-report, and experiment-structure to guide the workflow.

Quick Start

Describe your research question to start interactive orchestrator and seed the initial project.

Frequently Asked Questions about interactive-orchestrator

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

FAQPage Schema

How do I coordinate subagents for collaborative research and experiment design?▼

To manage collaborative research, spawn scientist subagents to implement experiments, colleague subagents for restricted-context sanity checks, and judge subagents to evaluate samples and synthesize findings into a report.

What is collaborative research orchestration and how does it handle hypothesis development?▼

Collaborative research orchestration enables real-time co-creation of hypotheses, captures reasoning, and aligns on next steps. It bootstraps sessions by loading shared research principles and tooling to guide the workflow.

How can I automate experiment execution without writing the implementation code myself?▼

Automate experiment execution by designing the framework and delegating hands-on implementation to spawned scientist subagents, minimizing manual coding overhead while maintaining research governance.

Can I use an orchestrator to get a fresh-eyes review on my research hypotheses?▼

Yes, you can spawn colleague subagents with restricted context to provide fresh-eyes reviews and sanity checks on your research hypotheses, ensuring objective evaluation before committing to full experiment execution.

How do research judging subagents synthesize experimental findings?▼

Research judging subagents synthesize experimental findings by evaluating samples against predefined criteria, then consolidating the evaluated data into a comprehensive report based on loaded research judging principles.

What do I need to start an interactive research session for real-time collaboration?▼

To start an interactive research session, define your research question to seed the initial project, which automatically loads shared principles and tooling to guide the workflow.