Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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API design: REST conventions, OpenAPI, versioning, pagination, error format, GraphQL, webhooks.
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实测评分 未实测
查看安装方法安装前可以查看交给 AI 代理的指令内容。
Antes de recomendar o generar cualquier diseño, completar estos pasos en orden.
Clarificar (o inferir del contexto si ya fue especificado):
Si el usuario ya especificó estos valores, saltar directamente al Step 1.
Usar la tabla API Style Decision más abajo para elegir REST / GraphQL / gRPC. Explicar la elección en 1 oración.
Implementar el diseño. Al terminar, validar contra el Checklist al final de este documento.
| Style | Use when |
|---|---|
| REST | Default. CRUD-dominant, cacheable, broad client support |
| GraphQL | Multiple clients with very different shapes, deep nested relations, significant over-fetch |
| gRPC | Internal service-to-service, streaming, strict contracts, performance-critical |
/api/v1/resources/{id}/sub-resources{ "data": [...], "pagination": { "cursor": "...", "hasMore": true } }?filter[status]=active&sort=-createdAt&fields=id,nameFields: type (URI), title, status, detail, traceId (log correlation).
Never invent a custom format. Never expose stack traces in production.
packages/api-types between backend and frontend/v1/) — simple, cacheable, grep-friendly→ Read references/versioning-deprecation.md for deprecation flow, support windows, and webhook outbound details
→ Read references/anti-patterns.md for 10 common API design anti-patterns with corrections
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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.
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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.
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Generate, iterate, and scale ad creative for paid advertising across Google, Meta, LinkedIn, and X. Covers platform specs, creative frameworks, and quality validation.
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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.
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Design multi-agent systems, create agent architectures, define communication patterns, and build autonomous agent workflows with structured evaluation frameworks.
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Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, response formats, and quality loops.
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