Ai Agent Orchestrator

This gives you the building blocks for coordinating multiple AI agents that can hand work between each other. You get a base agent class with memory, specialized agents for different roles (research, writing, review), and two orchestration patterns: a simple sequential flow and a supervisor mode where an LLM decides which agent runs next. The shared context system lets agents build on each other's outputs, and there's handoff logic so agents can pass tasks along. It's basically the plumbing you need when one LLM call isn't enough and you want to chain different specialized prompts together with some coordination logic. The supervisor pattern is the more interesting piece since it can adapt the workflow based on results.

skills.sh installs: 362
GitHub stars: 63
last updated: Aug 21, 2026

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Install

$ npx -y skills add patricio0312rev/skills --skill ai-agent-orchestrator --agent claude-code

Installs into .claude/skills of the current project.

Files

AI Agent Orchestrator

Build coordinated multi-agent systems for complex task automation.

Core Workflow

Define agents: Create specialized agents
Design workflow: Plan agent coordination
Implement handoffs: Agent-to-agent communication
Add shared memory: Persistent context
Create supervisor: Orchestrate execution
Monitor execution: Track agent activities

Agent Architecture

Agent Definition

// agents/base.ts
import { ChatOpenAI } from '@langchain/openai';
import { SystemMessage, HumanMessage, AIMessage } from '@langchain/core/messages';

export interface AgentConfig {
  name: string;
  role: string;
  systemPrompt: string;
  tools?: Tool[];
  model?: string;
}

export interface AgentResponse {
  content: string;
  toolCalls?: ToolCall[];
  nextAgent?: string;
  completed?: boolean;
}

export class Agent {
  private model: ChatOpenAI;
  private config: AgentConfig;
  private messageHistory: BaseMessage[] = [];

  constructor(config: AgentConfig) {
    this.config = config;
    this.model = new ChatOpenAI({
      modelName: config.model || 'gpt-4-turbo-preview',
      temperature: 0.7,
    });
  }

SKILL.md on GitHub