Reusable materials
These are the practical worksheets behind the lectures and tutorials. Each template now has a dedicated page with fields, quality checks, starter prompts, and the sessions it supports.
15 templates
Full worksheet coverage from observation to final case story.
Dedicated sub-pages
Each template now has structured fields, checks, and prompts.
Next improvement layer
Add completed examples and printable handout exports after content review.
Template library
A worksheet for reading a designed thing or product screen through human observation, AI critique, accept/adapt/reject judgment, and a first product decision.
Use when: Use in Sessions 1-2 before asking the learner to design or critique.
Output: One evidence-backed product decision sentence with a visible AI integrity trail.
A screen annotation board for mapping screen job, attention order, action, support, status, friction, accessibility, AI critique, transfer insight, and one product decision.
Use when: Use in Session 2 before generating variants, redesigning a screen, or writing a product decision.
Output: One public-ready screen noticing board with evidence notes, AI curation, and a scoped product decision.
A visual foundations board for annotating layout, typography, color, composition, accessibility, AI critique, and one product-facing visual decision.
Use when: Use in Session 3 as the overview board, then specialize it across the craft lessons.
Output: One public-ready visual foundations board with evidence notes, AI curation, and a scoped visual-design decision.
A typography audit board for mapping type roles, reading order, readability, accessibility risks, AI critique, and one type-system decision.
Use when: Use in the typography lesson before approving fonts, hierarchy, or AI-generated UI.
Output: A screen-level typography audit with reusable type roles and one evidence-backed typography decision.
A color role and contrast sheet for assigning color meaning, checking accessibility, reviewing states, and making one disciplined color decision.
Use when: Use in the color lesson before accepting a palette or AI-generated color treatment.
Output: A role-based color audit with contrast checks, state notes, and one evidence-backed color decision.
A composition critique board for judging whole-screen read, focal point, visual weight, rhythm, density, noise, AI critique, and one composition decision.
Use when: Use in the composition lesson before judging polish or AI-generated UI quality.
Output: A whole-screen composition critique with evidence notes and one product-facing composition decision.
A framing sheet that turns a product moment into user-task-context-outcome, user story, evidence note, assumption, and acceptance criteria.
Use when: Use before feature ideation, critique, acceptance criteria, or deeper flow work.
Output: A clear problem sentence, one user story, and three to six acceptance criteria.
A practical interface worksheet for layout priority, action promises, states, error/recovery paths, UX writing, and accessibility notes.
Use when: Use when a screen needs layout, visual craft, state, and copy review together.
Output: A screen-level interface decision system with priority, actions, states, copy, and review notes.
A repeatable log for briefing AI, saving outputs, checking assumptions, accepting or rejecting suggestions, and recording the final human decision.
Use when: Use whenever AI materially influences an artifact or decision.
Output: A traceable AI collaboration record with prompt, output, checks, revisions, and final decision.
A decision artifact for comparing three meaningfully different options by value, effort, risk, accessibility, confidence, and learning value.
Use when: Use before choosing a product/design direction.
Output: A selected option with tradeoff note, evidence gaps, and next prototype or test.
A review sheet for critiquing product/design work against user goals, heuristics, evidence, severity, accessibility, and readiness standards.
Use when: Use after choosing a direction and before creating or approving a flow.
Output: A prioritized critique with acceptance criteria, scenarios, accessibility criteria, and Definition of Done checks.
A flow artifact for connecting three screens through jobs, actions, states, transitions, branches, recovery, accessibility notes, and system rules.
Use when: Use after critique and before writing the fuller product/design brief.
Output: A 3-screen wireflow and concise feature brief that a small team can review.
A team-direction artifact for problem, user story, success signal, scope, priority, backlog-ready items, Definition of Done, risks, questions, and handoff.
Use when: Use after the wireflow is stable enough for team review.
Output: A concise product/design brief plus review-oriented handoff message.
A capstone narrative structure for presenting user problem, evidence, AI collaboration, options, tradeoff, critique, flow, brief, limitations, next decision, and Q&A.
Use when: Use after the brief and handoff note exist.
Output: A 7-minute Product Owner case story plus a 90-second version and prepared Q&A.
A cross-course rubric for judging whether lecture outputs and learner artifacts meet the upgraded university-grade standard.
Use when: Use after every artifact and during final walkthrough review.
Output: A consistent tutor review rubric for artifacts, prompts, and final walkthroughs.
Recommended next additions
A completed example pack for the laptop recommendation project, one artifact per template.
Print/PDF-friendly handout versions for classroom delivery and offline practice.
A facilitator guide with timing, common misconceptions, feedback prompts, and assessment anchors.
