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AI Agents

Build autonomous AI agents with tool use, memory, and multi-step reasoning.

What is AI Agents?

AI Agents is one of 70 specialized agent skills built into the Multos AI platform. When you describe a task related to ai/ml, this skill activates automatically — bringing domain-specific knowledge about ai agents, autonomous agents, agentic ai directly into your development workflow.

Generates autonomous AI agent architectures: tool-calling patterns, chain-of-thought reasoning, memory systems (short-term and long-term), and multi-agent orchestration. Handles ReAct loops, function calling with proper error recovery, and agent supervision patterns.

Key Capabilities

  • Generates complete, working implementations for ai agents with proper error handling and edge cases
  • Understands best practices and security patterns specific to ai/ml development
  • Provides step-by-step guidance from setup through production deployment
  • Adapts to your existing codebase — works with any framework, language, or architecture
  • Generates tests alongside implementation code to ensure reliability
  • Specialized knowledge of autonomous agents patterns, common pitfalls, and optimization techniques

How to Use AI Agents on Multos AI

Example Prompts

  • "Build an AI agent that can browse the web and extract data"
  • "Create a multi-agent system for code review and testing"
  • "Implement a ReAct agent with tool calling and memory"

Example Output

const agent = new Agent({
  tools: [webSearch, codeExecutor, fileSystem],
  systemPrompt: 'You are a research assistant...',
  maxIterations: 10,
  async onToolCall(name, args) {
    const result = await tools[name].execute(args);
    return { output: result, shouldContinue: !result.isFinal };
  }
});

Real-World Use Case

A research team built a multi-agent system: one agent gathers requirements, another generates code, a third writes tests, and a supervisor coordinates — automating their entire feature development workflow for routine tasks.

Frequently Asked Questions

What is the AI Agents skill in Multos AI?

The AI Agents skill is a specialized AI capability within Multos AI that build autonomous ai agents with tool use, memory, and multi-step reasoning. It activates automatically when your prompt relates to ai/ml tasks, providing expert-level guidance and production-ready code.

Do I need to configure AI Agents manually?

No. Multos AI uses intent detection to activate the AI Agents skill automatically when your request involves ai agents. There's no setup, no plugins to install, and no configuration files to manage.

Which AI models work best with AI Agents?

All 33 models on Multos AI can leverage the AI Agents skill. For complex ai/ml tasks, we recommend models with larger context windows like Claude Opus 4.6 (1M tokens) or Gemini 3.1 Pro (1M tokens). For quick iterations, faster models like GPT-5.4 Mini or Claude Haiku 4.5 work well.

Can I use AI Agents with my existing project?

Yes. You can connect your GitHub, GitLab, or Bitbucket repository to Multos AI and the AI Agents skill will work with your existing codebase. It understands your project structure, dependencies, and coding patterns to provide contextual assistance.

Is AI Agents available on the free plan?

Yes, all 70 agent skills including AI Agents are available on every plan. Free users get access to lite-tier models, while paid plans unlock more powerful models for complex ai/ml tasks.

Works Great With

Related AI/ML Skills

Build with AI Agents on Multos AI

One of 70 expert skills that activate automatically. Start building now.

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