全部能力

REQUIRED when modifying any file in packages/playground-ui or packages/playground. Triggers on: React component creation/modification/refactoring, UI changes, new playground features, bug fixes affecting studio UI. Generates Playwright E2E tests that validate PRODUCT BEHAVIOR, not just UI states.

使用 Chrome DevTools MCP 进行无障碍 (a11y) 调试和审计，基于 web.dev 指南。在测试语义化 HTML、ARIA 标签、焦点管理…时使用。

Orchestrate TestFlight distribution, groups, testers, and What to Test notes using asc. Use when rolling out betas.

Track build processing, find latest builds, and clean up old builds with asc. Use when managing build retention or waiting on processing.

想法还模糊时的讨论入口，做分诊后路由到 feature-design / feature-brainstorm / roadmap。AI 是思考伙伴不是记录员。触发：用户说"有个想法还没想清楚"、"先 brainstorm 一下"、"聊一聊这块"、"方向还在摇摆"。不处理 bug 和重构。

CI/CD best practices for building automated pipelines, deployment strategies, testing, and DevOps workflows across platforms

把新仓库或有零散文档的仓库接入 CodeStable 体系，两条路径自动判断：空仓库从零搭骨架，已有文档走审计 + 迁移映射。触发：用户说"在这个项目里用 CodeStable"、"搭 CodeStable 结构"、"初始化 CodeStable"、"迁移到 CodeStable"。

修 bug 的子流程入口，把"发现问题"走到验证修复闭环，留下 report / analysis / fix-note 三份文件。触发：用户说"修 bug"、"有个问题"、"修复 XX"。只做路由，根据已有产物走 report / analyze / fix。简单问题走快速通道。

issue 流程阶段 2——读 report + 读代码定位根因、评估风险，给用户 2-3 个修复方案让 TA 拍板。这一步不改代码。触发：用户说"分析这个 bug"、"找根因"、"定位问题"，且已有 {slug}-report.md。

Use when writing or editing any `.tsx` under `src/**`. Triggers: createStaticStyles, createStyles, cssVar, antd-style, Flexbox, Center, Select, Modal, Drawer,…

issue 流程阶段 1——通过对话把问题落成可复现、可追溯的 {slug}-report.md，并判定走标准路径还是快速通道。只问现象不猜根因。触发：用户说"提个 issue"、"记录这个 bug"、"我发现一个问题"。issue 工作流的起点。

给库的公开表面（组件 / 函数 / 命令）逐条目生成参考文档，带清单追踪，支持单条目和批量。信息源是源码本身（与 guidedoc 任务导向不同）。触发：用户说"写 API 文档"、"组件文档"、"libdoc"，或 acceptance 后发现新增公开接口。

When the user wants to choose or execute third-party platform SEO (high-authority sites for rankings or backlinks). Also use when the user mentions "parasite…

当用户希望持续监控竞品应用时——跟踪元数据变更、关键词排名波动、截图更新、评分趋势或新增……

Migration-first database development workflow using Drizzle ORM for TypeScript/J...

关键：用于性能优化。触发词：performance、optimization、benchmark、profiling、flamegraph、criterion、slow、fast、allocation、cache、……

Run the full autonomous engineering pipeline end-to-end (plan, work, code review, test, commit, push, open PR, watch CI, fix CI failures until green). Use only…

Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering,…

World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment,…

When the user wants to create, optimize, or audit a giveaway, contest, or promotional campaign page. Also use when the user mentions "giveaway," "contest,"…