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    CClaude CodeCCursorCCodex CLIGGitHub CopilotGGemini CLIVVS CodeWWindsurf+15 more

    Multi-Agent Orchestration Patterns Library

    by Arnstein Larsen

    2

    Produces a full system design: agent roles and interfaces, inter-agent contracts, routing logic, error escalation paths, and a production hardening checklist.

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    See it in action

    You say

    I need to build a system that takes a 10-page PDF, extracts technical specs, writes a 500-word summary, and then checks the summary against the original for accuracy using different agents.

    Your agent does

    I recommend a Sequential Pipeline with a Verification Gate:

    1. Extractor Agent (Haiku): Structured JSON extraction.
    2. Writer Agent (Sonnet): Markdown summary.
    3. Reviewer Agent (Opus): Fact-check against PDF. Would you like the YAML config for this orchestration?

    What you get

    Design parallel 'fan-out' workflows to reduce latency in data processing.Implement Claude Code worktree patterns for parallel feature development.Create YAML-based agent configurations for declarative system design.Build automated quality gates and LLM-as-judge verification steps.Establish fault-tolerant retry logic and circuit breakers for agent pools.

    About this skill

    Designing a multi-agent system without a pattern library is like wiring a circuit board freehand. This skill knows every orchestration topology — sequential chains, parallel fan-out, hierarchical delegation, map-reduce pipelines, critic-actor loops — and selects the right one for your exact workflow. Produces a full system design: agent roles and interfaces, inter-agent contracts, routing logic, error escalation paths, and a production hardening checklist. Specify what you're building and your stack. Skip the architectural mistakes that kill multi-agent projects before they reach production.

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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