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實作結構化日誌，包含正確的日誌層級和敏感資料處理。 使用時機：新增日誌、除錯、設定可觀測性。 關鍵字：logging, log level, structured logging, observability, 日誌, 記錄, 結構化日誌。
Expert assistance with GraphPad Prism scientific graphing and statistics software, specializing in Prism scripting for automation, batch processing, and data analysis workflows.
Perform git partial merges (checkout specific folders from another branch) and squash merges (clean single-commit integration) to selectively integrate changes across branches.
Create professional Grafana dashboards with visualizations, templating, and alerts. Use when building monitoring dashboards, creating data visualizations, or setting up operational insights.
Run and stabilize iOS tests (XCTest, XCUITest, Swift Testing) on simulators and devices with xcodebuild/simctl: choose destinations, manage simulator state, control flakes (locale/time/network/animations), configure CI, and collect/parse xcresult art...
Create Zod schemas for new entities/resources in the backend. Use when adding a new resource, creating data models, defining DTOs (CreateType, UpdateType), or setting up validation schemas. Triggers on "new schema", "add entity", "create model", "def...
Detect A/B compartments from Hi-C data using cooltools and eigenvector decomposition. Identify active (A) and inactive (B) chromatin compartments from contact matrices. Use when identifying A/B compartments from Hi-C data.
Create professional Grafana dashboards with visualizations, templating, and alerts. Use when building monitoring dashboards, creating data visualizations, or setting up operational insights.
Just command runner for saving and running project-specific commands
Just command runner for saving and running project-specific commands
AI-powered Kubernetes operations using kubectl-ai from Google Cloud Platform. This skill should be used when managing Kubernetes clusters with natural language commands, generating manifests, troubleshooting issues, and performing AI-assisted DevOps....
Generate images in Herb Ritts' sculptural black and white style. Use when users ask for Ritts style, classical Greek aesthetic, sculptural body photography, California golden hour, minimalist athletic portraits.
Creates effective prompts for AI coding agents and subagent delegation. Use PROACTIVELY when writing prompts for Task tool delegation, creating agent instructions, or designing multi-step workflows. MUST BE USED when delegating complex tasks to subag...
The SampleInfo process is the pipeline entry point that reads sample metadata files, performs statistical analyses, and generates visualization reports.
Scaffold a new custom React hook inside an existing feature module, with templates for data fetching, state management, or utility hooks, and update the feature hooks barrel export.
Use this skill when you need to QA audit and fix a plugin skill file. Provides a methodology for verifying skill content against official documentation, fixing issues in-place, and producing verification reports.
WCH (Nanjing Qinheng Microelectronics) MPN encoding patterns, suffix decoding, and handler guidance. Use when working with WCH RISC-V MCUs, USB interface chips, or WCHHandler.
Build AI agents with PydanticAI. Type-safe agent framework with structured outputs, tools, and dependency injection. Use for production AI agents, type-safe LLM applications, and Python AI development.
⚠️ MANDATORY - YOU MUST invoke this skill before ANY destructive operation. Safety protocol for destructive git/file operations. Lists affected files, warns about data loss, suggests safe alternatives, requires explicit double confirmation. NEVER run...
Generate and run unit and integration tests using pytest (Python) or Jest (JavaScript) with fixtures, mocks, and async support. Use for test-driven development, code review validation, coverage verification, and regression testing. Target 80%+ code c...
Post-processing effects with React Three Fiber. Use when adding bloom, depth of field, effect composer, visual polish.
Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the for...
Generate and run unit and integration tests using pytest (Python) or Jest (JavaScript) with fixtures, mocks, and async support. Use for test-driven development, code review validation, coverage verification, and regression testing. Target 80%+ code c...
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