Catch Socratink Brain live-implementation (CURRENT STATE, Active notes, live-repo SRC) up to the sibling product repository HEAD. Use when tandem is mismatch, after a product land, or when the user asks to update Brain to socratink, pin CURRENT STATE, or sync…
Interface safely with the Socratink Brain from the Socratink application repo: orient ontology to the live codebase, retrieve task-scoped canon, trace provenance, mine conversation/experiment histories into Learning Events, reconcile new evidence, and…
Audit Socratink idea-to-PR work that moved the learner-facing product needle. Mines Socratink chat snapshots and product git/PRs for real wins and failures, then names skills, tools, and harnesses to reuse. Use when the user is tired of back-and-forth, asks…
Apply a Martin Fowler-derived perspective to software architecture, refactoring, delivery, technical leadership, or AI-assisted development. Use only when the user explicitly asks for Martin Fowler's perspective, asks "what would Fowler think?", requests a…
Apply an evidence-grounded simulation of Steve Jobs's public product reasoning to product taste, artifact reviews, portfolio focus, platform boundaries, pivots, and creative-team decisions. Built from 92 distinct public URLs and distills 5 mental models and 7…
Design engineering principles for making interfaces feel polished. Use when building UI components, implementing animations or hover states, or doing any visual detail work. Triggers on UI polish, "feels off", stagger animations, enter animations, theme…
Puts real design variations of one project file on the user's own localhost, behind a small card that flips them with the arrow keys, then keeps listening for their verdict. Use when the user wants design variations, alternatives, or directions to choose…
An evidence-grounded Andrej Karpathy perspective for technical reasoning, product and research decisions, learning strategy, AI engineering, and evaluating agent autonomy. Built from 92 distinct public URLs across first-party writing, interviews, talks,…