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Use when you need to review, improve, or write Java unit tests — including migrating from JUnit 4 to JUnit 5, adopting AssertJ for fluent assertions, structuring tests with Given-When-Then, ensuring t…
Feishu messages and group management. Sending messages, creating groups, pinning, marking as urgent, recalling, group menu/Tab/announcements.
Access Pixiv for searching illustrations, manga, and viewing rankings. Supports searching by keyword and viewing daily/weekly/monthly rankings.
Enforces internal React and TypeScript coding standards using avoid/prefer rules. Use when reviewing or refactoring React/TS code, applying company standards, or when the user asks to align code with …
GPU VRAM management patterns for sharing memory across services (Ollama, Whisper, ComfyUI). OOM retry logic, auto-unload on idle, and service signaling protocol.
Data cleaning, preprocessing, and quality assurance techniques
Windows 桌面自动化 CLI（单文件 exe，零依赖）。基于 Windows UI Automation（元素树）+ MSAA 回退通道 + SendInput（真实输入）+ GDI（截图）。
Add a multi-condition filtering feature (MultiFilterBar) to the Flutter plugin view, supporting various filter types such as tags, keywords, dates, priorities, and checkboxes. It replaces the traditio…
Java business project architecture principles and coding standards. Applicable to Spring Boot + MyBatis-Plus layered architecture projects. Use when writing, reviewing, or refactoring Java business co…
Document a business process — flowcharts, RACI, and SOPs. Use when formalizing a process that lives in someone's head, building a RACI to clarify who owns what, writing an SOP for a handoff or audit, …
Integrate CipherStash encryption with Supabase using @cipherstash/stack/supabase. Covers the encryptedSupabase wrapper, transparent encryption/decryption on insert/update/select, encrypted query filte…
Agente de contexto para continuidade entre sessoes. Salva resumos, decisoes, tarefas pendentes e carrega briefing automatico na sessao seguinte.
Design the structural and emotional architecture for nonfiction books. Use when an author has a validated book concept and needs to create the blueprint before drafting. Triggers include requests to s…
Go 1.23+ development specialist covering Chi, GORM, and concurrent programming patterns. Use when building high-performance microservices, CLI tools, or cloud-native applications.
Run ML training, LLM inference, and ComfyUI workflows on remote NVIDIA GPUs (A100, H100, RTX 4090). Cloud GPU compute with smart file sync — prefix any command with 'gpu' to run it remotely.
Code repository analysis and technical documentation generation skill
Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels too large to start, when you need to estimate scope, or when parallel work is poss…
[UDS] Guide for mapping software development phases to UDS commands and features
Refactor code applying functional programming principles - pure functions, immutability, and composition. Use for file or directory-scope refactoring.
UE (user experience engineering) skill for defining end-to-end user experience behavior and interaction logic. Use for tasks like flow design, interaction models, state machines, error recovery, input…
Define the CRUD development standards for the data persistence layer (Mapper) and business layer (Service) in the RuoYi / RuoYi-Vue-Plus ecosystem. It requires that Mappers uniformly inherit from `Bas…
Implement single-slide PowerPoint pages with PptxGenJS. Use when writing or fixing slide JS files: dimensions, positioning, text/image/chart APIs, styling rules, and export expectations for native .pp…
Screen understanding with OCR and template matching for Android device automation
Evaluate scientific rigor, methods, biases, and evidence quality for claims, papers, and study designs.