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Socratic code review and refactoring session — whether it's your own code, a teammate's PR, or something you inherited. Leads you to see the issues through questions, na…
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Socratic code review and refactoring session — whether it's your own code, a teammate's PR, or something you inherited. Leads you to see the issues through questions, na…
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Write a client update — identify what was done, what's next, and surface risks before they become surprises. End of day, start of day, or end of week.
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Strict red-green-refactor TDD workflow for implementing features, fixing bugs, or changing behavior in Rails applications. Enforces the discipline of writing a failing t…
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扫描当前分支相对基线分支(master/main)的 Java 代码 diff,提取发版前需在代码之外人工处理的事项——①配置中心(Apollo/Nacos)Key:@Value 单值、@ConfigurationProperties 前缀、任意注解属性中的 ${...} 占位符;②外部平台注册操作:@XxlJob 任务(新增/改名/孤…
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对刚做出的非平凡技术决策发起对抗式独立复查——把决策剥离结论后交给全新上下文的审查者"找问题"。Use when 影响ER或公共组件的决策回写前、复杂SQL/状态机流转定稿前、提交前对"已全范围检查"断言存疑时、用户说"这个判断我不放心""帮我质疑一下这个方案""doubt-review"。
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Digests and health-checks product requirement documents (PRD). Stage 1 produces a structured digest (roles, concepts, feature map, flow diagrams, state machines) to buil…
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Guide for implementing web accessibility (WCAG). Use when designing UI components, reviewing interfaces for accessibility, or ensuring compliance with W3C WAI standards.
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Validate claims through tool execution, avoid superlatives and unsubstantiated metrics. Use when reviewing codebases, analyzing systems, reporting test results, or makin…
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Identify and refactor Elixir anti-patterns. Use when reviewing Elixir code for smells, refactoring problematic patterns, or improving code quality.
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Guide for conducting code reviews. Use when reviewing pull requests, auditing code quality, identifying security issues, or providing code feedback.
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Guide for implementing Material Design 3 (Material You). Use when designing Android apps, implementing dynamic theming, or following Material component patterns.
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Guide for OTP and Elixir concurrency. Use when implementing GenServers, designing supervision trees, or building fault-tolerant concurrent systems.
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Controlled-language rules for technical writing in two registers — strict mode for procedural text and flavored mode for explanatory prose. Strict mode covers skill desc…
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Guide for 12-Factor cloud-native applications. Use when designing microservices, configuring containers, deploying to Kubernetes, or following cloud-native patterns.
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当用户搜索 Acumatica替代、云ERP AI、电商内容助手、Acumatica平替、Acumatica迁移、自建AI能力、AI电商专家、AI-HIVE MCP 时使用。帮助正在评估或使用Acumatica的团队区分系统底座与可替代AI层:保留全球ERP、库存、订单与履约的核心交易、数据或工作台能力,用宿主Agent与AI-HIVE…
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当用户搜索 Ada替代、AI客服Agent、自动客服平台、Ada平替、Ada迁移、自建AI能力、AI电商专家、AI-HIVE MCP 时使用。帮助正在评估或使用Ada的团队区分系统底座与可替代AI层:保留电商智能客服与联络中心的核心交易、数据或工作台能力,用宿主Agent与AI-HIVE补充商品图、AI动图、Live图、视频、营销内容或…