orchestrator-core

What problem does it solve?

This Skill addresses the challenges of managing complex multi-agent workflows by providing a structured approach to task delegation, progress tracking, and decision-making, preventing common issues like role confusion and context overload.

Core Features & Use Cases

• Structured Workflow Management: Orchestrates tasks, assigns them to appropriate specialists (Analyst, Builder, Operator), and manages the workflow state.
• Controlled Handoffs: Ensures specialists provide concise, decision-ready summaries rather than full transcripts.
• Explicit Acceptance Gates: Implements clear stages for accepting work, revising it, or approving it for daily execution.
• Low-Memory Orchestration: Keeps the orchestrator lean by storing only essential state information, not extensive expert details.
• Use Case: A user requests a market analysis report. The orchestrator delegates data gathering to an Analyst, then analysis to another Analyst, and finally, the report generation to a Builder, ensuring each step is validated before proceeding.

Quick Start

Use the orchestrator-core skill to break down the request 'Develop a marketing plan for a new product launch' and assign tasks to the appropriate specialists.