ab-testing
FreeA/B 测试设计与分析时使用。适用于产品实验、功能验证、转化率优化。融合假设驱动 + 样本量计算 + 置信度判断。
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Internal downstream skill for ctf-sandbox-orchestrator. CTF-sandbox workflow for SSR, template rendering, route loaders, hydration payloads, server-client render boundaries, and template-to-handler enforcement gaps. Use when the user asks to inspect SSR or template routes, trace render context or hydration data, compare template gating with handler enforcement, explain preview or hidden-route rendering, or connect render pipeline behavior to the decisive branch. Use only after `$ctf-sandbox-orchestrator` has already established sandbox assumptions and routed here.
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See how to installReview the instructions the agent will receive before you install.
Use this skill only as a downstream specialization after $ctf-sandbox-orchestrator is already active and has established sandbox assumptions, node ownership, and evidence priorities. If that has not happened yet, return to $ctf-sandbox-orchestrator first.
Use this skill when the decisive bug or artifact lives in route resolution, server render context, template data, or hydration handoff rather than in a plain JSON API alone.
Reply in Simplified Chinese unless the user explicitly requests English.
references/template-render-path.md for the render checklist, hydration checklist, and evidence packaging.No reviews yet. Tell others what you thought.
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A/B 测试设计与分析时使用。适用于产品实验、功能验证、转化率优化。融合假设驱动 + 样本量计算 + 置信度判断。
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上线前业务方/产品方验收时使用。适用于功能交付确认、UAT、发布会签。融合 BDD Given-When-Then、Specification by Example、ATDD。
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设计无障碍可访问的界面时使用。适用于满足 WCAG 标准、键盘导航、屏幕阅读器支持。优先使用 WCAG 2.2 AA 级标准 + 键盘 + 焦点 + 对比度 + ARIA。
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实现可访问性(无障碍)时使用。覆盖 WCAG 2.2 AA / ARIA / 键盘导航 / 屏幕阅读器 / 颜色对比 / 焦点管理。融合 React Aria / Radix UI / Headless UI 实践 + axe-core 自动化测试。
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AI 模型部署时使用。适用于推理服务 / GPU / TensorRT / 监控 / 扩缩容。
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数据分析报告输出时使用。适用于业务分析报告、周报、专项分析、决策支持。融合洞察 + 建议 + 行动项。
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