Flutter features become difficult to maintain when UI, business logic, and data access are mixed. This skill organizes them into clear, testable layers.

Flutter UI changes can fail when rendering and user interactions are not tested. This skill provides a clear workflow for building focused WidgetTester tests and validating state changes.

Flutter widgets can be difficult to inspect without launching the full application. This skill adds isolated previews with appropriate annotations, configurations, and workflows.

Dart primary constructors introduce new syntax and scoping rules that can make migrations difficult. This skill explains the rules and guides correct refactoring from traditional constructors.

Complex Dart branching can obscure validation, destructuring, and subtype handling. This skill selects clear patterns and checks exhaustive switch behavior.

Native C and C++ integration in Dart requires platform-aware build, link, and packaging hooks. This skill guides local compilation, verified binary downloads, and linker tree-shaking.

Dart diagnostics can be difficult to review and resolve before a commit. This skill guides Claude Code, Claude, and Codex through analysis, reviewed fixes, and formatting.

Dart package conflicts can block builds and make upgrades difficult. This skill provides a controlled workflow to inspect constraints, update dependencies, and verify the resolved graph.

Dart type and null-safety errors can delay development and cause runtime failures. This skill provides a structured workflow to analyze, fix, and verify local Dart code changes.

Coverage setup can be inconsistent across Dart and Flutter projects. This skill guides dependency setup, test execution, LCOV generation, and output validation.

Dart CLI projects need consistent command routing, error handling, tests, and release steps. This skill provides practical guidance for building and distributing them.

CUDA 當機通常會隱藏造成失敗的輸入資料。此技能說明如何使用 FlashInfer API 記錄與 CUDA 工具來隔離失敗的呼叫。

當計時方法與輸入不同時，GPU 核心的比較結果可能造成誤導。此技能提供可重現的 FlashInfer 基準測試，並包含正確性檢查與清楚的效能指標。

新增 FlashInfer 核心需要協調 C++、Python、JIT、測試與基準測試變更。此技能提供 AI 程式助理可安全遵循的結構化工作流程。

目前的網路研究通常需要的不只是簡短的搜尋摘要。此技能會執行 Firecrawl 搜尋、儲存結構化結果，並可擷取完整頁面內容以供檢閱。

當重要內容由指令碼轉譯時，網頁可能很難乾淨地擷取。此技能使用 Firecrawl 將 URL 擷取成可供 LLM 使用的 Markdown，並支援選用格式。

本機檔案在審閱、搜尋或摘要之前，通常需要乾淨的文字。此技能使用 Firecrawl 將文件轉換為已儲存的 markdown，供 Claude、Codex 和 Claude Code 使用。

團隊需要在頁面、網站內容或網路搜尋結果變更時收到可靠警示。此技能會引導 Claude、Codex 和 Claude Code 使用具備排程、目標與通知管道的 Firecrawl 監控器。

大型網站可能讓正確頁面難以找到。此技能會使用 Firecrawl 映射 URL，並依搜尋詞篩選結果。

當內容需要點擊、表單或工作階段時，動態網站可能會阻擋簡單的擷取。此技能使用 Firecrawl 瀏覽器互動來導覽頁面並擷取資料。