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Use when running a dbt Fusion project with Astronomer Cosmos. Covers Cosmos 1.11+ configuration for Fusion on Snowflake/Databricks with ExecutionMode.LOCAL. Before implementing, verify dbt engine is Fusion (not Core), warehouse is supported, and local…
原文语言：英语
Guide for migrating Apache Airflow 2.x projects to Airflow 3.x. Use when the user mentions Airflow 3 migration, upgrade, compatibility issues, breaking changes, or wants to modernize their Airflow codebase. If you detect Airflow 2.x code that needs migration,…
原文语言：英语
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. Now with automatic session recovery after…
原文语言：英语
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. Now with automatic session recovery after…
原文语言：英语
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls.
原文语言：英语
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. Now with automatic session recovery after…
原文语言：英语
Expert guidance for working with Dagster and the dg CLI. ALWAYS use before doing any task that requires knowledge specific to Dagster, or that references assets, materialization, or data pipelines. Common tasks may include creating a new project, adding new…
原文语言：英语
Skill that helps users discover and understand Dagster integration libraries. Used when users have requests related to integrating with other tools / technologies, or when have users have questions related to specific integration libraries (dagster-*).
原文语言：英语
Manages Apache Airflow operations including listing, testing, running, and debugging DAGs, viewing task logs, checking connections and variables, and monitoring system health. Use when working with Airflow DAGs, pipelines, workflows, or tasks, or when the…
原文语言：英语
Prompt optimization consultant for AI system prompts and custom instructions. Supports Claude API, OpenAI API, Gemini API, CLAUDE.md, ChatGPT, and n8n. Use when user wants to improve, review, or create prompts, system instructions, or custom instructions for…
原文语言：英语
Creative problem-solving and ideation using SCAMPER, First Principles, Random Word, and AI-optimized techniques. Use when generating ideas, breaking creative blocks, brainstorming alternatives, or innovating.
原文语言：英语
Designs graphics for thumbnails, social media, banners, and presentations. Applies design principles (CRAP, Gestalt, visual hierarchy) with research-backed techniques. Integrates with /geometric-elements for decorative assets. Use when creating layouts,…
原文语言：多语言混合
Coaches users to transform messy data into clean, analysis-ready formats using Power Query UI. Diagnoses data problems, visualizes goals, and guides step-by-step transformations.
原文语言：多语言混合
Explains difficult concepts using master teaching methodologies (Feynman, Socratic, Cognitive Load, Dual Coding). Use when user asks to explain a concept, "I don't understand X", ELI5 requests, "what is X", "how does X work".
原文语言：泰语
Creates diagrams and animations for STEM education using Matplotlib and Manim. Use for physics diagrams (FBD, vectors), math plots (functions, geometry), flowcharts, or 3Blue1Brown-style animations.
原文语言：英语
Systematic problem-solving with Good Teacher mode (default). AI guides through questions, not answers - inspired by Polya's "How to Solve It". Use when user needs to: (1) Solve problems methodically, (2) Learn to think through challenges, (3) Develop…
原文语言：英语
Business model design and validation using Business Model Canvas, Lean Canvas, and Value Proposition Canvas. Use when designing new business models, validating startup ideas, achieving product-market fit, or innovating existing business models.
原文语言：英语
Extracts expertise from domain experts and transforms it into working Claude skills. Guides through structured conversations to capture mental models, workflows, principles, and best practices.
原文语言：多语言混合
Web research with Graph-of-Thoughts for fast-changing topics. Use when user requests research, analysis, investigation, or comparison requiring current information. Features hypothesis testing, source triangulation, claim verification, Red Team,…
原文语言：英语
Use this agent when you need to create comprehensive test plan for a web application or website
原文语言：英语
Generate professional GitHub project README.md with standard structure including project intro, features, installation, usage, documentation, FAQ, contact info, donation, statistics, roadmap, and license. Auto-detects project type and tech stack.
Use this agent when you need to debug and fix failing Playwright tests
原文语言：英语
专为技术实战教程设计的公众号文章生成器,遵循小灰灰公众号写作规范,自动生成包含前言、项目介绍、部署实战、总结的完整技术文章,配有详细操作步骤、代码示例,并通过 Gemini-3-Pro-Image-Preview 模型生成配图上传至腾讯云COS图床
Carefully analyze root cause analysis reports for crashes to make sure they are correct
原文语言：英语
Form evidence-backed hypotheses for forensic investigations
原文语言：英语
Query GitHub API for repository state, commits, and recovery of deleted commits
原文语言：英语
Initialise a git repository with optional agent commit instructions and .gitignore. Use when users say "here be git", "init git", "initialise git", or otherwise indicate they want to set up version control in the current directory.
原文语言：英语
Lead generation and top-of-funnel (TOFU) marketing specialist. Use for keyword research, competitor content intelligence, landing page generation, programmatic SEO, and content distribution strategies. Examples: <example>Context: User wants to improve organic…
原文语言：英语
Smart command assistant that understands user intent and suggests relevant commands. Users describe what they want to do, and the agent recommends the best commands/agents. No need to memorize commands. Examples: <example>Context: User doesn't know which…
原文语言：英语
Campaign planning and strategy specialist. Use for creating comprehensive marketing plans, campaign timelines, budget allocation, content calendars, and channel mix strategies. Examples: <example>Context: User needs a marketing plan. user: "Create a Q1…
原文语言：英语
Sales collateral and enablement specialist. Use for creating personalized pitches, objection handling scripts, social proof matching, and deal acceleration workflows. Examples: <example>Context: User needs sales materials. user: "Create a case study for our…
原文语言：英语
Search engine optimization expert. Use for optimizing content for search engines while maintaining quality and readability. Reviews content for keyword optimization, on-page SEO, technical SEO, and SERP feature potential. Examples: <example>Context: User…
原文语言：英语
Search engine optimization expert. Use for optimizing content for search engines while maintaining quality and readability. Reviews content for keyword optimization, on-page SEO, technical SEO, and SERP feature potential. Examples: <example>Context: User…
原文语言：英语
Solopreneur persona reviewer (32yo, freelancer/consultant). Use for reviewing content from the perspective of an independent professional or small business owner. Evaluates content for self-service ease, time efficiency, affordability, and DIY implementation.…
原文语言：英语
Retrieve real-time information from the internet.
原文语言：英语
Extract text and tables from PDF files, merge/split documents, create PDFs, fill forms. Use when working with PDF documents.
原文语言：英语
Answer questions using internal documents and enterprise knowledge via GraphRAG.
原文语言：英语
Twitter AI influencer engagement specialist. Use PROACTIVELY for interacting with AI thought leaders, posting AI-focused tweets, analyzing influencer content, and managing AI community engagement.
原文语言：英语
Rust GPT-4.1 Coding Beast Mode for VS Code
原文语言：英语
Security compliance and regulatory framework specialist. Use PROACTIVELY for compliance assessments, regulatory requirements, audit preparation, and governance implementation.
原文语言：英语