Agentic Development

Build real agentic systems with engineering discipline instead of treating "agent" as a prompt that happens to call tools.

This skill helps decide whether a problem should use agency at all, choose the smallest useful level of agency, shape the system architecture, select an appropriate framework, define evaluation and safety gates, and hand off honestly to deeper specialist workflows.

Invocation posture: manual-first. This is a heavy, cross-cutting system design workflow. False positives are expensive.

When To Activate