Design human-first agentic applications using Jobs To Be Done methodology. Use when the user says "brooks" or "jtbd brooks". Creates agent architectures focused on functional, emotional, and social dimensions.
Human-first UX strategy. Solve the right problem before solving it beautifully. Use when the user says "clarity", "clarity ux", "ux research". Produces evidence-based UX artifacts that prepare for visual design.
Autonomous state machine for cognitive continuity. Preserves session state before context compaction and restores it on session start. Features priority-based selective restore, token budget tracking, auto decision extraction, and state archiving. Based on Alan Turing's 1936 paper 'On Computable Numbers'.