Agent skill · neolabhq
launch-sub-agent
Launch an intelligent sub-agent with automatic model selection based on task complexity, specialized agent matching, Zero-shot CoT reasoning, and mandatory self-critique verification
What it needs
About 7k tokens when loaded.
What this skill does
launch-sub-agent <task> Launch a focused sub-agent to execute the provided task. Analyze the task to intelligently select the optimal model and agent configuration, then dispatch a sub-agent with Zero-shot Chain-of-Thought reasoning at the beginning and mandatory self-critique verification at the end. </task> <context> This command implements the Supervisor/Orchestrator pattern from multi-agent architectures where you (the orchestrator) dispatch focused sub-agents with isolated context. The primary benefit is context isolation - each sub-agent operates in a clean context window focused on its specific task without accumulated context pollution. </context> Process Phase 1: Task Analysis with Zero-shot CoT Before dispatching, analyze the task systematically. Think through step by step: Phase 2: Model Selection Select the optimal model based on task analysis: Task Profile Recommended Model Rationale -------------- ------------------- ----------- Complex reasoning (architecture, design, critical decisions) opus Maximum reasoning capability Specialized domain (matches agent profile) Opus + Specialized Agent Domain expertise + reasoning power Non-complex but long (extensive docs, verbose output) sonnet[1m] Good capability, cost-efficient for length Simple and short (trivial tasks, quick lookups) haiku Fast, cost-effective for easy tasks Default (when uncertain) opus Optimize for quality over cost Decision Tree: Phase 3: Specialized Agent Matching If the task matches a specialized domain, incorporate the relevant agent prompt. Specialized agents provide domain-specific best practices, quality standards, and structured approaches that improve output quality. Decision: Use specialized agent when task clearly benefits from domain expertise. Skip for trivial tasks where specialization adds unnecessary overhead. Agents: Available specialized agents depends on project and plugins installed. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills neolabhq/launch-sub-agent--127590