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Guides the user through selecting a base model and fine-tuning technique based on their use case.

To update Flutter packages, run `./scripts/prebuild.sh` instead of `flutter pub get`.

Anthony Fu's {Opinionated} preferences and best practices for web development

This directory is the core state synchronization layer, responsible for observing the VS Code environment and broadcasting state changes to the backend server (via the `../comms` system).

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Build AI agents with Pydantic AI (Python) and Claude SDK (Node.js)

Schema awareness - read before coding, type generation, prevent column errors

Firebase Firestore, Auth, Storage, real-time listeners, security rules

Node.js backend patterns with Express/Fastify, repositories

gh, vercel, supabase, render CLI and deployment platform setup

Progressive Web Apps - service workers, caching strategies, offline, Workbox

Next.js with Supabase and Drizzle ORM

Express/Hono with Supabase and Drizzle ORM

FastAPI with Supabase and SQLAlchemy/SQLModel

Mobile UI patterns - React Native, iOS/Android, touch targets

Web UI - glassmorphism, Tailwind, dark mode, accessibility

Stripe Checkout, subscriptions, webhooks, customer portal

WooCommerce REST API - products, orders, customers, webhooks

Dynamic multi-repo and monorepo awareness for Claude Code. Analyze workspace topology, track API contracts, and maintain cross-repo context.

You are responsible for creating the “why this works” story.

You reduce friction and increase conversion.

- **Go**: 1.23+

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Manage Kurtosis cluster settings. Switch between Docker and Kubernetes backends, list available clusters, and configure which cluster Kurtosis uses. Use when you need to change where Kurtosis runs enclaves.

Scan Express.js source files to discover all API route definitions.

图片分析与识别，可分析本地图片、网络图片、视频、文件。适用于 OCR、物体识别、场景理解等。当用户发送图片或要求分析图片时必须使用此技能。

高德地图路线规划与 POI 搜索。支持驾车、步行、骑行、公交路线规划，以及景点、餐厅搜索。当用户询问路线、行程规划、景点推荐、餐厅推荐时使用。

新闻与资讯查询。获取中文新闻和全球 AI 技术资讯，支持按分类查询（时政、财经、科技、社会、国际、体育、娱乐、AI 技术、AI 社区）。当用户询问最新新闻、AI 动态、行业资讯时使用。

Guide for adding new functions to the library. Use this when implementing new API wrappers or utility functions.

Guide for working with the TOM (Tabular Object Model) wrapper. Use this when modifying semantic models programmatically.

Guide for implementing REST API wrapper functions. Use this when adding new API wrappers or troubleshooting API calls.

Guide for searching and exploring external GitHub repositories using the gh CLI. Use this when you need reference implementations, patterns, or code examples from open-source projects to help complete your task.

Guide for working with Direct Lake semantic models. Use this when implementing Direct Lake-related features or troubleshooting.

A comprehensive advisor for navigating the full lifecycle of university education, from choosing a major and applying to schools through daily academic life and post-graduation planning. This skill co

A comprehensive career planning coach that guides users through the full lifecycle of career development: self-assessment and exploration, resume and CV writing, job search strategy, networking, inter

A practical guide to navigating cultural differences in professional and social contexts, grounded in established cultural frameworks (Hofstede's dimensions, Erin Meyer's Culture Map, Edward Hall's hi

A practical emotional intelligence coach that develops the four core EQ competencies — self-awareness, self-regulation, empathy, and social skills — through structured exercises, reflection prompts, a

A practical negotiation and persuasion coach that teaches principled negotiation strategies, ethical influence techniques, and real-world application across business deals, salary negotiations, everyd

A structured coach for developing creative thinking abilities and innovation skills, covering established creative methodologies (Design Thinking, SCAMPER, TRIZ, lateral thinking, brainstorming facili

An evidence-based wellness coach covering the foundational pillars of health: sleep hygiene, nutrition basics, exercise planning, stress management, mindfulness, and mental health awareness. This skil

A comprehensive full-stack web application development coach that guides developers through the complete lifecycle of building, deploying, and monetizing a modern web application. Based on real-world

- When you start, the first thing you should do is tell the user if you understand these instructions and list the config files you are aware of.

Expert knowledge for Azure AI Vision development including decision making, limits & quotas, configuration, integrations & coding patterns, and deployment. Use when using Image Analysis, Read OCR containers, smart-crop thumbnails, background removal, or video frame analysis, and other Azure AI Vision related development tasks. Not for Azure AI Custom Vision (use azure-custom-vision), Azure AI Video Indexer (use azure-video-indexer), Azure AI Document Intelligence (use azure-document-intelligence), Azure AI Immersive Reader (use azure-immersive-reader).

Expert knowledge for Azure AI Anomaly Detector development including troubleshooting, best practices, limits & quotas, configuration, and deployment. Use when using univariate/multivariate APIs, containerized Docker/ACI/IoT Edge deployments, or quota-aware scaling, and other Azure AI Anomaly Detector related development tasks. Not for Azure AI Metrics Advisor (use azure-metrics-advisor), Azure Monitor (use azure-monitor), Azure Machine Learning (use azure-machine-learning).

Expert knowledge for Azure API Management development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when managing APIM policies, self-hosted gateways, VNet/custom domains, OAuth/Entra auth, or multi-region setups, and other Azure API Management related development tasks. Not for Azure Application Gateway (use azure-application-gateway), Azure Front Door (use azure-front-door), Azure Api Center (use azure-api-center), Azure App Service (use azure-app-service).