How is context managed across multiple agents?

It utilizes phase-boundary summarization and explicit state stores rather than passing full conversation histories, preventing context window exhaustion.

What orchestration patterns are supported?

The skill supports Prompt Chaining, Routing, Parallelization, Orchestrator-Workers, Evaluator-Optimizer, and Autonomous Tool-Use Loops.

How does it handle agent coordination overhead?

The skill includes logic to prevent over-engineering, recommending single-agent solutions unless the task requires genuine parallelism or specialized expertise boundaries.

Does it prevent agents from running indefinitely?

Yes, it enforces strict guardrails including max-iteration caps, timeouts, and mandatory summarization steps to prevent infinite tool-use loops.

Agent Orchestration Patterns

Name: Agent Orchestration Patterns
Author: victorzhuk

byvictorzhuk

0•

数据科学与机器学习

Architects sophisticated multi-agent systems and autonomous workflows using specialized orchestration patterns.

This skill serves as an expert consultant for designing and implementing agentic systems based on Anthropic's six core orchestration patterns. It provides structured guidance for creating multi-agent topologies, defining clear responsibilities, and establishing robust guardrails. Whether you are building complex prompt chains, autonomous tool-use loops, or evaluator-optimizer systems, this skill ensures your AI agents operate with explicit output contracts, efficient context management, and reliable error-handling strategies.

主要功能

010 GitHub stars

02Implementation of Anthropic's six core orchestration patterns

03Configurable guardrails for iteration caps and timeouts

04Detailed agent topology mapping (Driver/Worker models)

05Context management via boundary-based summarization

06Structured error recovery and worker failure handling

使用场景

01Building an automated content review system using the Evaluator-Optimizer pattern

02Creating autonomous data processing workflows with parallel tool execution

03Designing a multi-agent coding pipeline with separate planner and executor roles

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add victorzhuk/go-ent agent

For use in Claude.ai and ChatGPT

Download Skill