agent-spawnerSpawn a new OpenClaw agent through conversation. Uses official Docker setup and non-interactive onboarding, carries over API keys, tools, plugins, and skills...
Install via ClawdBot CLI:
clawdbot install austineral/agent-spawnerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
curl -fsSL https://openclaw.ai/install.sh | bashCalls external URL not in known-safe list
https://github.com/openclaw/openclaw.gitAI Analysis
The skill executes shell commands that clone external repositories and could run arbitrary install scripts, creating a supply chain risk. While it carries over existing API keys and configs as stated, the execution of external code without explicit user approval for each step introduces potential for unauthorized system changes.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
An IT department needs to deploy multiple specialized OpenClaw agents for different teams, such as HR, finance, and customer support, without manually configuring each one. This skill automates the cloning of API keys, tools, and skills from a master agent, ensuring consistency and saving hours of setup time per deployment.
A consulting firm offers custom AI agents to clients for tasks like data analysis or customer interaction. Using this skill, they can quickly spin up pre-configured agents with client-specific settings, carrying over plugins and skills from a template, reducing deployment time from days to minutes.
A research lab runs experiments requiring multiple OpenClaw agents with identical configurations but isolated instances for A/B testing. This skill allows researchers to spawn agents on Docker or bare metal, ensuring each has the same model, tools, and skills without manual file edits, streamlining reproducibility.
A startup uses OpenClaw for internal development assistance and needs to deploy new agents for each engineering team or project. This skill clones the existing setup, including custom skills and API keys, enabling rapid provisioning without disrupting the main agent, ideal for agile workflows.
An MSP provides AI agent services to small businesses, requiring quick deployment of agents with tailored configurations. This skill facilitates spinning up agents on remote servers via SSH, carrying over essential plugins and skills, allowing scalable and efficient service delivery.
Offer a monthly subscription where clients pay for hosted OpenClaw agents with automated deployment and management. This skill reduces operational costs by enabling rapid scaling and configuration cloning, allowing the provider to serve more clients with minimal manual intervention.
Charge a flat fee for setting up and deploying custom OpenClaw agents for businesses. This skill speeds up the process by automating config carry-over and deployment steps, enabling higher throughput and profitability per project.
Provide the Agent Spawner skill for free to attract users, then monetize through premium support, customization, or advanced features like multi-cloud deployment. This skill lowers the barrier to entry, encouraging adoption while creating upsell opportunities.
💬 Integration Tip
Ensure the current agent has stable API keys and configs before spawning, as errors in the silent read step can propagate to new agents; test in a sandbox environment first.
Scored Jun 17, 2026
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
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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
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Billions decentralized identity for agents. Link agents to human identities using Billions ERC-8004 and Attestation Registries. Verify and generate authentic...