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2026-02-08

Multi-Agent Team Orchestration

Deploy a team of specialized agents to collaboratively solve complex tasks, from code reviews to market analysis.

Human Input

$I need to analyze the security risks of our new payment gateway. Spawn a security expert agent to review the code and a compliance agent to check against GDPR.

OpenClaw Output

Team 'Security-Audit' initialized with 2 specialized agents:

  1. Agent: Security-Expert (Task: Code Review)

    • Identified 2 high-risk vulnerabilities in /api/pay/route.ts (potential SQL injection).
    • Recommended using parameterized queries for the database connector.

  2. Agent: Compliance-Officer (Task: GDPR Checklist)

    • Flagged missing 'Right to be Forgotten' logic in user deletion workflow.
    • Confirmed encryption at rest meets standard requirements.

Consolidated Report: The payment gateway requires immediate fixes for SQL injection risks before proceeding to production. Compliance gaps are secondary but must be addressed within the current sprint. Detailed logs available in /logs/security-audit-20260208.md.

Prerequisites (User config required)

OpenClaw Sub-agents enabledWorkspace access for code reading

Multi-Agent Team Orchestration

In 2026, work moves from individual prompts to Agentic Workflows. This use case demonstrates how OpenClaw acts as an orchestrator, spawning sub-agents with specific personalities and tools to work in parallel.

Key Capabilities:

  • Parallel Execution: Multiple agents work on different parts of a problem simultaneously, significantly reducing completion time.
  • Specialization: Each agent can be given a specific "System Prompt" (e.g., Security Auditor vs. Creative Writer) to ensure high-quality, domain-specific results.
  • Collaborative Synthesis: OpenClaw (the main agent) gathers outputs from all sub-agents and provides a unified, actionable summary to the user.

Whether it's auditing a large codebase or planning a cross-platform marketing campaign, multi-agent orchestration transforms your AI from a single-player tool into a full-scale digital workforce.

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