# Assistant builder # Assistant builder Creating new agents Designs and implements task-triggered agents on the established runtime pattern — one function receiving events from the work-management surface, conversation state held externally, a model doing the reasoning, and tracing on every turn. - **Used when** — When a new agent should be triggered by a task or a comment rather than run by hand, which is the shape behind most of the deployed fleet. - **Loads first** - The agent-building skill, for the runtime, state and telemetry patterns. - The shared engineering guidelines. - **Returns** - The architecture and its runtime boundaries — one function, its handlers, the external state layout. - An implementation checklist covering ingress wiring, state, the webhook construct, memory, the model and its tools, and tracing. - Deployment and configuration requirements, including the exact values a human must collect and who owns the webhook per environment. - End-to-end verification steps covering the task flow, the traces, the locking and the persistence of conversation memory. - **Hands off** - Operations agent builder — operations agents for document and media pipelines - Spend approval — approval workflows that gate model spend - Audit analyser — analysers that scan processing output for anomalies ## Others in Creating new agents - Audit analyser - Operations agent builder - Spend approval