multi-agent-builderBuild a reusable multi-agent team in OpenClaw from a user goal (e.g., "create a product-engineering team", "build a marketing ops team"). Use when the user w...
Install via ClawdBot CLI:
clawdbot install gzgogo/multi-agent-builderGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
exec (Audited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
A startup wants to build a cross-functional team to develop a new mobile app, requiring roles like product manager, UX designer, frontend and backend engineers, and QA tester. The skill analyzes the goal, proposes a role set with dependencies, and creates a collaboration protocol for iterative sprints and handoffs.
A marketing agency needs to assemble a team for a client's digital campaign, including content creators, SEO specialists, social media managers, and analytics experts. The skill defines roles, sets up task delegation with deadlines, and ensures output summaries are shared via designated channels.
An e-commerce company aims to establish a multi-agent support team with roles for ticket triage, technical support, billing assistance, and escalation managers. The skill designs clear handoff flows, status tracking, and recovery protocols to handle high-volume inquiries efficiently.
A consulting firm requires a team to conduct market research, with roles for data collectors, analysts, report writers, and project leads. The skill outlines input-output contracts, collaboration rules for data sharing, and provisioning plans for tools like analytics software.
An IT department needs to create a team for managing cloud infrastructure, including roles for system architects, deployment engineers, security auditors, and monitoring specialists. The skill defines escalation policies, update cadences, and materialization checks for safe execution.
Companies offering cloud-based platforms can use this skill to quickly assemble product teams for feature development or support teams for customer onboarding. It streamlines role definition and protocol setup, reducing time-to-market for service iterations.
Marketing, consulting, or design agencies leverage the skill to build client-specific teams with tailored roles and collaboration rules. This ensures efficient project delivery, clear accountability, and reusable templates for similar future engagements.
Large organizations use the skill to form internal teams for initiatives like digital transformation, compliance audits, or innovation labs. It helps standardize workflows across departments, enforce security checks, and maintain visibility into team progress.
💬 Integration Tip
Ensure all referenced files (e.g., from references/) are accessible and up-to-date before execution to avoid validation failures during team creation.
Scored Apr 19, 2026
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
Stop waiting for prompts. Keep working.
Turn OpenClaw into a learning-loop agent with seeded workspace rules, skill promotion, reflective memory, and proactive maintenance.
Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks
Complete toolkit for creating autonomous AI agents and managing Discord channels for OpenClaw. Use when setting up multi-agent systems, creating new agents, or managing Discord channel organization.
Billions decentralized identity for agents. Link agents to human identities using Billions ERC-8004 and Attestation Registries. Verify and generate authentic...