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Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.
Coding principles for simplicity, clarity, and surgical precision. Use when you want Claude to think before coding, keep solutions minimal, make surgical changes, and define verifiable success criteri…
Automatically complete the DingTalk channel integration for CoPaw using a visual browser. Suitable for scenarios where users mention DingTalk, DingTalk, developer console, Client ID, Client Secret, ro…
Parse PDFs locally (CPU) into Markdown/JSON using MinerU. Assumes MinerU creates per‑doc output folders; supports table/image extraction.
Jupyter notebook operations: editing cells, reading notebooks, executing, and format conversion. Trigger when working with .ipynb files for: (1) Creating/editing/deleting/reordering cells, (2) Reading…
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…
Data cleaning, preprocessing, and quality assurance techniques
Go 1.23+ development specialist covering Chi, GORM, and concurrent programming patterns. Use when building high-performance microservices, CLI tools, or cloud-native applications.
This skill should be used when generating comprehensive test cases from PRD documents or user requirements. Triggers when users request test case generation, QA planning, test scenario creation, or ne…
Modern web design engineering skills including design tokens, advanced UI/UX methodologies, accessibility, and game-specific UI patterns. Use for building commercial-grade, performant, and accessible …
Microsoft Office document manipulation (Word, Excel, PowerPoint, PDF). Use when: creating professional .docx documents, filling PDF forms, extracting tables from PDFs, building presentations, working …
Academic literature discovery, synthesis, and bibliography management. Find papers, verify citations, create .bib files, download PDFs, and synthesize literature narratives. Includes OpenAlex, Scopus,…
Launch the visual novel management panel (read-only Web Dashboard) to view project status, entity graph, and chapter content in real time.
This skill should be used when the user asks "how to create a line chart", "Chart.js bar chart", "pie chart Chart.js", "doughnut chart", "radar chart", "polar area chart", "bubble chart", "scatter cha…
Analyze messy and unstructured Excel files to identify data quality issues, detect format inconsistencies, find missing values, and generate comprehensive analysis reports. Use when Claude needs to wo…
Möbius inversion for Gay.jl color duality - closes sparsification spine gap
Godot code implementation guidelines. Use when: (1) Writing GDScript code, (2) Following style conventions, (3) Using Godot features correctly, (4) Avoiding anti-patterns.
Cocos Creator 2.4.x CLI tool usage guidelines, used for generating scenes/prefabs from JSON descriptions, taking screenshots for previews, and performing CRUD operations on nodes and components within…
Business Analyst skill, responsible for business process streamlining, requirements analysis, and system planning. Applicable to the following scenarios: (1) Streamlining and optimizing business proce…
Paper Scraping (Step 1 of a 3-step pipeline). Scrapes the latest papers from arXiv + HuggingFace, scores and filters them, enriches information, and outputs to /tmp/daily_papers_enriched.json for use …
Elasticsearch DBA skill for index/mapping design, query tuning, cluster sizing and operations, shard/replica strategy, ILM, monitoring, troubleshooting (hot nodes, GC, rejected requests), and safe rei…
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…
Use when explaining code, technical concepts, or implementation decisions. Provides structured approach to creating clear, understandable explanations tailored to the audience.
Cross-platform Mobile-MCP tools for device interaction, screenshots, touch simulation, and UI inspection. Works with iOS Simulator and Android Emulator for any mobile app (Flutter, native, React Nativ…