Agent skill · product strategy · yonatangross
agent-orchestration
Agent orchestration patterns for agentic loops, multi-agent coordination, alternative frameworks, and multi-scenario workflows. Use when building autonomous agent loops, coordinating multiple agents, evaluating CrewAI/AutoGen/Swarm, or orchestrating complex multi-step scenarios.
Why this skill is useful
Provides specific patterns and executable scripts for orchestrating multi-agent systems that the AI wouldn't reliably generate on its own.
What it needs
About 5k tokens when loaded. Last updated 2026-08-06. 215 stars on the source repository.
What this skill does
Agent Orchestration Comprehensive patterns for building and coordinating AI agents -- from single-agent reasoning loops to multi-agent systems and framework selection. Coordination and multi-scenario categories have individual rule files in rules/ loaded on-demand; loop and framework tutorials live upstream (see Upstream coverage), with house defaults in references/ork-delta.md. CC native /workflows (2.1.154): Claude Code now ships dynamic workflows — ask Claude to create a workflow and it orchestrates tens-to-hundreds of agents in the background; view runs with /workflows. This is complementary to the patterns here: use CC /workflows for large-scale, fire-and-forget background fan-out (you check back later); use the bounded foreground Agent Teams / Task-tool patterns below when ≤8 agents must coordinate within a single skill invocation via shared memory (handoff files, mesh messaging). Different scale, not a replacement. Ask only when genuinely blocked (CC 2.1.154): CC now reserves the multiple-choice question prompt for decisions it genuinely cannot make itself, rather than asking when it already has enough context to proceed. When orchestrating agents, don't gate progress on an AskUserQuestion the lead can resolve from available context — reserve prompts for true branch points (irreversible actions, missing requirements). This complements ork's voice-friendly decision guidance. Quick Reference Category Rules Impact When to Use ---------- ------- -------- ------------- Agent Loops upstream HIGH ReAct reasoning, plan-and-execute, self-correction Multi-Agent Coordination 2 CRITICAL Supervisor routing, agent debate, result synthesis Alternative Frameworks upstream HIGH CrewAI crews, AutoGen teams, framework comparison Multi-Scenario 2 MEDIUM Parallel scenario orchestration, difficulty routing Total: 4 rules across 4 categories. Loop and framework tutorials moved to first-party sources; the rescued house defaults live in references/ork-delta.md. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills yonatangross/agent-orchestration