openclaw-spawn-l3

What problem does it solve?

This Skill streamlines the process of creating and managing isolated Docker containers (L3 specialists) for executing specific tasks within the OpenClaw orchestration framework, ensuring efficient resource utilization and secure execution.

Core Features & Use Cases

• L2 to L3 Delegation: Facilitates the spawning of ephemeral Docker containers for specialized tasks.
• Resource Management: Manages a pool of concurrent L3 containers per project, preventing resource exhaustion.
• Security & Isolation: Configures containers with strict security profiles, including dropped capabilities and memory limits.
• Context Injection: Injects SOUL and memory context into containers for task execution.
• Workflow Integration: Manages the Git workflow for L3 task completion, including diff review and merging.
• Use Case: When an L2 Project Manager needs to execute a code generation task, this Skill will spawn a secure L3 Docker container, provide it with the necessary code context and instructions, monitor its execution, and handle the integration of its output back into the project.

Quick Start

Use the openclaw-spawn-l3 skill to spawn an L3 code specialist for the task 'Implement user authentication' in the 'pumplai' project.