H·AI·K·U (Human + AI Knowledge Unification) is a lifecycle orchestrator for structured AI-assisted work. Instead of loading instructions into the agent's context, H·AI·K·U drip-feeds one action at a time from a plan kept on disk — so runs survive context compaction, /clear, crashes, and even handoffs between humans. 24 built-in studios cover software, marketing, security, compliance, incident response, data pipelines, and more. Each stage has configurable autonomy (auto-advance, human review, or external sign-off), parallel adversarial review agents, and deterministic quality gates. The agent stays simple; the orchestrator holds the structure.