Discover Data & AI skills, compare source repositories and read the instructions for each workflow.
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
Token optimization best practices for cost-effective Claude Code usage. Automatically applies efficient file reading, command execution, and output handling strategies. Includes model selection guidance (Opus f...
Patterns for analyzing, improving, and documenting Jupyter notebooks for scientific data analysis. Includes data filtering, visualization optimization, and resource analysis techniques.
Expert guide for managing Claude Code global skills and commands. Use when creating new skills, symlinking to projects, updating existing skills, or organizing the centralized skill repository.
Expert in building and testing conda/bioconda recipes, including recipe creation, linting, dependency management, and debugging common build errors
Best practices for using Claude Code in team environments. Covers skill management, knowledge capture, version control, and collaborative workflows.
Core bioinformatics concepts including SAM/BAM format, sequencing technologies (Hi-C, HiFi, Illumina), quality metrics, and common data processing patterns. Essential for debugging alignment, filtering, and pai...
Expert in Galaxy workflow development, testing, and IWC best practices. Create, validate, and optimize .ga workflows following Intergalactic Workflow Commission standards.
Paper reading and analysis framework using Moonshot AI (Kimi). Actions: download, analyze, read, summarize, implement papers from arXiv, SIGGRAPH, etc. Features: intelligent paper fetching, AI deep analysis, pe...
Convert conversation to knowledge and save to Obsidian vault at /home/lr-2002/Documents/default-obsidian/default/. Organizes notes properly using PARA method.
Pull and sync skills from GitHub repository
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.