domains / families / agent-tooling / pl-agent-orchestration

pl-agent-orchestration

separate

Multi-agent orchestration patterns for production deployments. Covers sub-agent QC workflow, model staggering across 5+ models, cross-validation patterns, fallback chains, task routing by model strength, ACPX configuration, and cost optimization. Use when coordinating multiple agents or models for complex workflows. Do NOT use for single-agent prompting, prompt engineering, or fine-tuning — those are separate skills.

When to use

• Coordinating 2+ agents or models on a single workflow
• Building QC loops where one model checks another's work
• Routing tasks to the right model based on task type
• Setting up fallback chains for reliability
• Optimizing cost across subscription and API models
• Configuring ACPX (Agent Computer Protocol eXtended) for Claude Code and Codex
• Designing spawn patterns for runtime sub-agents

When not to use

• Single-agent prompting or prompt engineering (use a prompt-engineering skill)
• Fine-tuning or training models (different domain entirely)
• Simple API calls to one model (just call the API)
• RAG or retrieval pipeline design (use a RAG-specific skill)
• Agent memory architecture (use the agent-memory-architecture skill)

Skill page

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