Mode: Script-First - Use scripts/main.cjs as the canonical path for generation and validation, then use this guide for research, skill assignment, and integration follow-through.

Agent Creator Skill

Creates specialized AI agents on-demand for capabilities that do not already have a good owner.

When This Skill Is Triggered

1. The router finds no suitable existing agent.
2. The user explicitly asks for a new agent.
3. A capability gap requires a persistent specialist rather than a one-off task.

Reference Docs

• Occupational alignment details - preserved router notes, trigger guidance, companion checks, domain research, and occupational-alignment fetch details.
• Research and skills-gap details - preserved keyword research, skill discovery, configuration notes, and the full template contract reference.
• Integration reference - preserved validation, routing-table, registry, memory, README, and ecosystem-integration guidance.
• Examples and evaluation - preserved workflow integration notes, ecosystem alignment contract, examples, assertions, and optional eval add-ons.