x3allamerican/ai-program-skills - Page 3

refund-engineering

Use when designing refund policy. Refunds = customer service + risk management.

retrieval-practice

Use when adding retention tools to courses. Retrieval practice = actively recalling info from memory.

rubric-design-for-evaluation

Use when designing assessment rubrics. Rubric = explicit criteria for evaluating work.

sales-tax-and-compliance

Use when handling sales tax for digital products. US: state-by-state; international: VAT.

scaffolding-and-progressive-disclosure

Use when sequencing learning material. Scaffolding = build complexity gradually.

scaling-and-team-build

Use when scaling course business beyond solo. Team = leverage on time + skills.

scarcity-and-deadline-ethics

Use when implementing scarcity tactics. Real scarcity = ethical; manufactured = manipulation.

scholarship-and-equity-pricing

Use when reaching financially-constrained learners. Scholarships = mission + brand benefit.

screencast-and-tool-demonstration

Use when teaching software/tools. Screencast = recorded screen + voiceover. Essential for tool training.

slack-and-discord-community

Use when building course community. Community platform = where members interact.

slide-design-for-courses

Use when creating course slides. Slides = visual aid, NOT speaker prompt. Less text, more visual.

subscription-renewal-and-churn

Use when managing subscription product. Renewal = retention; churn = loss.

syllabus-and-course-outline-design

Use when designing course outlines. Syllabus = student's roadmap; outline = your structural blueprint.

trademark-and-brand-protection

Use when protecting brand IP. Trademark = legal protection for brand name + logo.

upsell-and-cross-sell-pricing

Use when increasing customer LTV. Upsell = higher tier; cross-sell = different product.

urgency-and-scarcity-tactics

Use when driving conversion. Urgency = time-limited; scarcity = quantity-limited.

value-ladder-design

Use when planning a course product line. Value ladder = tiered offerings from low-ticket entry to high-ticket premium.

video-production-for-courses

Use when producing course videos. Course video differs from social: longer form, dense content, archival.

waitlist-and-anticipation-building

Use when building demand pre-launch. Waitlist = pre-launch email list signaling intent.

week-1-hook-engagement

Use when keeping students engaged in first 7 days. Week 1 = critical engagement window.