How to Build a Governance Layer for Claude Code With Hooks, Skills, and Agents

AI coding assistants don’t ignore instructions because they lack memory—they ignore them because compliance is optional. By adding lifecycle hooks, enforced Skill evaluation, structured commands, and specialist agents, developers can build a governance layer that ensures AI tools consistently follow repository rules and workflows. The result is dramatically improved reliability, safer tool usage, and AI assistants that behave more like disciplined engineering teammates than improvising interns.