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Define, track, and analyze product metrics with frameworks for goal setting and dashboard design. Use when setting up OKRs, building metrics dashboards, running weekly metrics reviews, identifying trends, or choosing the right metrics for a product area.

Navigate MFLUX CLI capabilities, locate commands by area, and summarize supported features.

Debug MLX ports by comparing against a PyTorch/diffusers reference via exported tensors/images (export-then-compare).

Set up and work in the mflux dev environment (arm64 expectation, uv, Makefile targets, lint/format/test).

Manually validate mflux CLIs by exercising the changed paths and reviewing output images/artifacts.

Port ML models into mflux/MLX with correctness-first validation, then refactor toward mflux style.

Make a clean PR in mflux (inspect diff, quick verification, commit, push, open PR) using repo conventions.

Prepare a release in mflux (version bump, changelog, uv lock) without tagging/publishing.

Run tests in mflux (fast/slow/full), preserve image outputs, and handle golden image diffs safely.

A semantic grep-like search tool for your local files. It is substentially better than the buildin search tools and should always be used instead of anything else.

Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing to sustainable revenue. Ship in weeks, not months. Use when: micro saas, indie

UI copy and microcopy guidelines. Use when writing UI text, buttons, error messages, empty states, onboarding, or any user-facing copy. Triggers on i18n translation, UI text writing, or copy improvement tasks. Supports both Chinese and English.

微服务基础设施指南，涵盖条件配置、事件驱动架构、服务间通信、国际化与日志等微服务架构的核心基础设施。当用户实现服务间调用、配置多环境、实现异步通信、处理国际化或规范日志输出时使用。

Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.

Create and manage Microsoft Advertising campaigns (Bing Ads / DuckDuckGo Ads) via MCP server - campaigns, ad groups, keywords, ads, and reporting

Look up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs, .NET libraries, or Microsoft APIs—to find the right method, check parameters, get working examples, or troubleshoot errors. Catches hallucinated

Query official Microsoft documentation to understand concepts, find tutorials, and learn how services work. Use for Azure, .NET, Microsoft 365, Windows, Power Platform, and all Microsoft technologies. Get accurate, current information from learn.microsoft.com and other official

Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft technology, library, framework, or service (Azure, .NET, M365, VS Code, Bicep, etc.). Investigates topics deeply, then generates a

Generate Express middleware from plain English. Use when building API middleware.

Generate Midjourney prompts for 600x600 card news background images based on topic, mood, and style preferences. Use when user requests card news backgrounds or Instagram post backgrounds.

Migrate from Cypress or Selenium to Playwright. Use when user mentions \

This skill should be used when the user asks to \

Migrates Honcho Python SDK code from v1.6.0 to v2.0.0. Use when upgrading honcho package, fixing breaking changes after upgrade, or when errors mention AsyncHoncho, observations, Representation class, .core property, or get_config methods.

Migrates Honcho TypeScript SDK code from v1.6.0 to v2.0.0. Use when upgrading @honcho-ai/sdk, fixing breaking changes after upgrade, or when errors mention removed APIs like .core, getConfig, observations, or snake_case properties.

Use this skill to migrate identified PostgreSQL tables to Timescale/TimescaleDB hypertables with optimal configuration and validation.\n\n**Trigger when user asks to:**\n- Migrate or convert PostgreSQL tables to hypertables\n- Execute hypertable migration with minimal

Implement API migrations between versions, platforms, or frameworks with minimal downtime.\nUse when upgrading APIs between versions.\nTrigger with phrases like \

Migrate memory blocks from an existing agent to the current agent. Use when the user wants to copy or share memory from another agent, or during /init when setting up a new agent that should inherit memory from an existing one.

Migrates Vendure Admin UI extensions (legacy Angular-based) to the new React Dashboard.

Generate database migration file for CatchAdmin module.

Migration Architect

Generate SQL migration files from ORM schemas. Use when managing database changes.

Create migration guide creator operations. Auto-activating skill for Technical Documentation.\nTriggers on: migration guide creator, migration guide creator\nPart of the Technical Documentation skill category. Use when working with migration guide creator functionality. Trigger

Control Xiaomi Mijia smart home devices. Use this skill when the user wants to control desk lamps, smart plugs, or other Mijia devices. Supports turning lights on/off, adjusting brightness, setting color temperature, switching modes, and more.

Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4, needing train-inference alignment, or requiring speculative RL for maximum throughput.

Mint an image as an NFT plot on the Million Bit Homepage, a permanent 1024x1024 pixel canvas on the Base blockchain. Use this skill when you want to advertise your project, display your image on-chain, or claim a piece of the Million Bit Homepage canvas. Handles image resizing,

Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs. Specializes in event-driven architecture, command systems, world manipulation, player management, and performance optimization. Use PROACTIVELY for plugin architecture, gameplay mechanics,

Parse PDFs locally (CPU) into Markdown/JSON using MinerU. Assumes MinerU creates per‑doc output folders; supports table/image extraction.

Fetch and triage the latest unread RSS/news entries from a Miniflux instance via its REST API using an API token. Use when the user asks to get the latest Miniflux unread items, list recent entries with titles/links, or generate short summaries of specific Miniflux entries.

Remove Rust-defined C symbols that are either unused or only used in C/C++ unit tests.

WeChat Mini Program development rules. Use this skill when developing WeChat mini programs, integrating CloudBase capabilities, and deploying mini program projects.

Build and maintain documentation sites with Mintlify. Use when creating docs pages, configuring navigation, adding components, or setting up API references.

Manage Miro boards, sticky notes, and shapes via Miro API. Create collaborative whiteboards programmatically.

Configure Mistral AI CI/CD integration with GitHub Actions and testing.\nUse when setting up automated testing, configuring CI pipelines,\nor integrating Mistral AI tests into your build process.\nTrigger with phrases like \

Diagnose and fix Mistral AI common errors and exceptions.\nUse when encountering Mistral errors, debugging failed requests,\nor troubleshooting integration issues.\nTrigger with phrases like \

Execute Mistral AI primary workflow: Chat Completions and Streaming.\nUse when implementing chat interfaces, building conversational AI,\nor integrating Mistral for text generation.\nTrigger with phrases like \

Collect Mistral AI debug evidence for support tickets and troubleshooting.\nUse when encountering persistent issues, preparing support tickets,\nor collecting diagnostic information for Mistral AI problems.\nTrigger with phrases like \

Create a minimal working Mistral AI chat completion example.\nUse when starting a new Mistral integration, testing your setup,\nor learning basic Mistral API patterns.\nTrigger with phrases like \

Execute Mistral AI incident response procedures with triage, mitigation, and postmortem.\nUse when responding to Mistral AI-related outages, investigating errors,\nor running post-incident reviews for Mistral AI integration failures.\nTrigger with phrases like \