enrich

Invoke {{command_prefix}}agent-workflow — it contains workflow principles, anti-patterns, and the Context Gathering Protocol. Follow the protocol before proceeding — if no workflow context exists yet, you MUST run {{command_prefix}}teach-maestro first. Consult the knowledge-systems reference in the agent-workflow skill for RAG architecture, chunking strategies, and retrieval patterns.

Add knowledge sources to ground the workflow in facts. Without grounding, agents hallucinate. With grounding, they cite sources.

Identify what knowledge the workflow needs:

For document-based knowledge (consult the knowledge-systems reference in the agent-workflow skill):

For database-backed knowledge:

For live information:

After enrichment, run to test retrieval quality, or to set up continuous monitoring of knowledge freshness.

NEVER: