Agent Skills: model-mediated-development

Use when designing or building systems with AI/model calls, model-facing APIs, MCPs, CLIs, semantic routing, model memory, agent workflows, tool use, or model-owned decisions where coding agents might add rules, heuristics, regexes, thresholds, fallbacks, or hidden deterministic judgment.