Discover Testing & security skills, compare source repositories and read the instructions for each workflow.
Comprehensive audio transcription and translation toolkit using OpenAI Whisper. Use when working with audio files (.mp3, .wav, .m4a, .flac, etc.) for: (1) Transcribing speech to text in 99 languages, (2) Transl...
This skill should be used when the user asks to "implement code", "write feature", "create function", "develop component", "code the solution", or requests actual code implementation based on a design. Use for...
This skill should be used when the user asks to "create tests", "write unit tests", "validate implementation", "verify feature", "check if tests pass", "run verification", or requests testing and validation wor...
This skill should be used when the user asks to "design a feature", "make architectural decision", "choose a pattern", "select technology", "plan structure", "decide on approach", or requests technical design b...
This skill should be used when the user asks to "orchestrate a task", "plan complex feature", "decompose task", "break down implementation", "coordinate multi-file changes", or mentions tasks requiring multiple...
This skill should be used when the user asks to "review code", "check quality", "assess implementation", "validate standards", "identify issues", or requests code review and quality assessment. Use for systemat...
This skill should be used when the user reports "error", "bug", "not working", "failing tests", "unexpected behavior", "investigate issue", or describes something broken or malfunctioning. Use for systematic de...
This skill should be used when the user asks to "write documentation", "create README", "document API", "add comments", "explain code", "generate docs", or requests documentation creation and maintenance. Use f...
This skill should be used when the user asks to "list tasks", "show all tasks", "compare versions", "switch to task X", "task status", "version history", "what tasks do I have", or needs to manage multiple trai...
This skill should be used when the user asks "what is LoRA", "compare models", "which model is best for Chinese", "SFT vs DPO", "how to handle overfitting", "class imbalance solution", "model architecture", "tr...
This skill should be used when the user asks to "write a plan", "create training plan", "plan my fine-tuning", "make a plan for model training", or when starting a new training task that requires multiple steps...
This skill should be used when the user asks to "execute plan", "run the plan", "start executing", "continue plan execution", or has a plan file ready to execute. Manages phased implementation with batch execut...
This skill should be used when the user asks to "train a model", "fine-tune", "build NLP model", "create training task", "optimize model performance", "improve accuracy", "what model should I use", or expresses...
This skill should be used when the user asks to "configure data source", "data from database", "fetch data from API", "scrape web data", "generate training data with LLM", "regenerate data", "data pipeline", "w...
LLM fine-tuning 教練式引導工作流程 v2。 核心功能：主動探索使用者痛點、引導明確目標、多任務管理、資料來源追蹤、完整版本 lineage。 支援：LoRA/QLoRA/DoRA 微調、SFT/ORPO/DPO 對齊、資料準備、Benchmark 評估、HuggingF...
Increments the gem version. Follows semantic versioning. Use when asked to "bump version" or even just "bump"
Guide for using Digital Agency Japan's illustration and icon assets with proper accessibility and licensing. Use when implementing illustrations/icons from digital.go.jp design system, ensuring proper alt text,...
Tailwind CSS v4 移行ルール。v3からv4への構文変更を自動修正。aria/data属性の短縮形、変数構文、shorthandクラス、important位置、競合クラスの解決パターンを提供。「Tailwind v4 移行」「Tailwind 最新構文」「cssConflic...
Updates the homebrew tap for the project.
Guides AWS CDK v2 infrastructure-as-code development in TypeScript with patterns, troubleshooting, and deployment workflows. Use when creating or refactoring CDK stacks, debugging CloudFormation or CDK deploy e...
AskUserQuestion を使用した体系的な要件収集。開発開始時にアプリ仕様を明確化。
タスク完了前のセルフレビュー。Gemini CLI + Claude subagent によるマルチ視点検証。
BioBlend and Planemo expertise for Galaxy workflow automation. Galaxy API usage, workflow invocation, status checking, error handling, batch processing, and dataset management. Essential for any Galaxy automati...
Expert in Galaxy tool wrapper development, XML schemas, Planemo testing, and best practices for creating Galaxy tools
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