Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
日本語の概要は準備中です。原文の説明を表示しています。
Design and audit cart and checkout flows — cart state, multi-step vs one-page checkout, guest checkout, address/shipping/tax/payment steps, and abandoned-cart recovery. Platform-agnostic conversion and correctness patterns. Triggers: designing a checkout, auditing drop-off, planning abandoned-cart flows.
日本語の概要は準備中です。原文の説明を表示しています。
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The highest-leverage surface in commerce: where intent becomes revenue. Design carts and checkouts that are correct under concurrency and optimized for completion — without prescribing a framework.
Gather: cart model (server-persisted vs client, guest vs account), checkout type (single vs multi-step), payment/shipping/tax requirements, and goal (design new flow, audit drop-off, or build abandoned-cart recovery).
| Mode | Trigger | Output |
|---|---|---|
| Design | design | Cart state model + checkout step flow + edge cases |
| Audit | audit | Friction/drop-off analysis with prioritized fixes |
| Abandoned | abandoned | Recovery sequence (triggers, timing, channels) |
| Decision | Recommendation |
|---|---|
| Persistence | Server-side cart keyed by session + user; merge on login |
| Pricing | Re-price at checkout — never trust cart-stored prices |
| Inventory | Soft-reserve at checkout start, not on add-to-cart |
| Identity | Allow guest carts; merge guest → account without losing items |
Rule: The cart is a draft, not a contract. Totals, stock, and promotions are recomputed server-side before payment.
Canonical steps: Cart → Identity → Shipping address → Shipping method → Payment → Review → Confirmation.
payments-architecture).For the full step-by-step field list, error handling, and address validation patterns, see references/checkout-flow-spec.md.
| Touch | Timing | Angle |
|---|---|---|
| 1 | ~1h | Reminder ("you left these") |
| 2 | ~24h | Help/objection handling + reviews |
| 3 | ~72h | Incentive (discount) — only if margin allows |
Capture email as early as possible; suppress recovery once the order completes; respect consent and frequency caps.
| Request | Output |
|---|---|
| Design flow | Cart model + annotated step diagram + edge-case list |
| Audit | Drop-off table with severity and READY-to-ship fixes |
| Abandoned | Trigger/timing/channel sequence + suppression rules |
A checkout is READY when guest checkout works, prices/stock are re-validated server-side, payment is idempotent, and data survives validation errors.
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Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
日本語の概要は準備中です。原文の説明を表示しています。
Web/mobile accessibility decision guide: WCAG 2.2 AA, ARIA, keyboard nav, focus management, contrast, testing. Use for: a11y, accessibility, wcag, aria, screen reader, keyboard, contrast.
日本語の概要は準備中です。原文の説明を表示しています。
Generate, iterate, and scale ad creative for paid advertising across Google, Meta, LinkedIn, and X. Covers platform specs, creative frameworks, and quality validation.
日本語の概要は準備中です。原文の説明を表示しています。
Musica interactiva para juegos: layering vertical, re-secuenciacion horizontal, stingers, reglas de transicion con sync points, y mapeo de estados de gameplay a musica. Usar para: musica adaptativa, sistema de musica dinamica, transiciones musicales, combat music.
日本語の概要は準備中です。原文の説明を表示しています。
Design multi-agent systems, create agent architectures, define communication patterns, and build autonomous agent workflows with structured evaluation frameworks.
日本語の概要は準備中です。原文の説明を表示しています。
Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, response formats, and quality loops.
日本語の概要は準備中です。原文の説明を表示しています。