AI and ML: skills, plugins, subagents, slash commands and mcp servers

prompt-engineering-patterns Seth Hobson skill This skill helps design, test, and refine prompts for LLM applications. Use it for reusable templates, few-shot examples, and structured responses. Claude Code CX Codex Cursor 23,418installs php-mcp-server-generator official github skill Generates a PHP MCP server project with tools, resources, prompts, and tests. Use it when you need a structured starting point for a PHP-based MCP server. GitHub Copilot 8,900installs workiq-copilot official github skill Connects GitHub Copilot to Microsoft 365 context through WorkIQ, including email, meetings, documents and Teams. Use it when a task needs current organisational information beyond the repository. GitHub Copilot 8,800installs typespec-api-operations official github skill Adds GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin for Microsoft 365 Copilot. Use it when defining CRUD routes, parameters, and card-based responses. GitHub Copilot 8,800installs swift-mcp-server-generator official github skill This skill generates a Swift MCP server project with the official Swift SDK. Use it when you need a ready project layout for tools, resources, and prompts. GitHub Copilot 8,800installs mcp-deploy-manage-agents official github skill A GitHub Copilot skill that walks you through deploying and governing declarative MCP agents in the Microsoft 365 admin center. Built for admins rolling agents out to an org. GitHub Copilot 8,800installs fabric-lakehouse official tedvilutis skill This skill gives GitHub Copilot context on Fabric Lakehouse storage, schemas, access control, Shortcuts, and table optimization. Use it for solution design. GitHub Copilot 8,800installs typespec-create-api-plugin official github skill Generates a TypeSpec plugin for Microsoft 365 Copilot that calls external REST APIs. Use it when you need API operations, authentication, or Adaptive Cards. GitHub Copilot 8,700installs typespec-create-agent official github skill This skill drafts a TypeSpec definition for a Microsoft 365 Copilot declarative agent. Use it to shape the agent's instructions, capabilities, and sample prompts. GitHub Copilot 8,700installs mcp-create-declarative-agent official github skill This skill builds a declarative agent for Microsoft 365 Copilot and connects it to an MCP server. Use it when the agent needs selected tools from an external system. GitHub Copilot 8,700installs mcp-copilot-studio-server-generator official github skill Generates an MCP server and Power Platform connector files for Copilot Studio. Use it when building a custom connector with streamable HTTP. GitHub Copilot 8,700installs declarative-agents official github skill Build and validate Microsoft 365 Copilot declarative agents with JSON Schema v1.5, TypeSpec, and Agents Playground support. Useful for prototypes and enterprise designs. GitHub Copilot 8,700installs copilot-usage-metrics official github skill This skill retrieves GitHub Copilot usage metrics for organizations and enterprises through GitHub CLI and the REST API. Use it to review adoption, suggestions, acceptance rates, or chat activity. GitHub Copilot 8,700installs session-report official Anthropic skill Generates an interactive HTML report on token usage, cache performance, subagents, and heavy prompts from Claude Code transcripts. Claude Code 3,676installs claude-certification rohitg00 skill Walks you through one of four Claude certification tracks: teaches the lesson, runs the lab, checks your artifacts. Useful when you are preparing for an exam and want a tutor instead of a reading list. Claude Code CX Codex Cursor +1 3,300installs prompt-master nidhinjs skill This skill writes and improves prompts for a named AI tool. Use it when a rough request needs to become a ready-to-paste prompt for Claude Code, Cursor, or another supported tool. Claude Code CX Codex Cursor +1 3,900installs bigquery-ai-ml official google skill This skill helps write BigQuery SQL for built-in ML and GenAI tasks. Use it for forecasting, anomaly detection, semantic search, and text analysis. Claude Code Gemini CLI CX Codex 7,033installs mem0 mem0ai skill Guides AI coding agents in adding persistent memory to Python and TypeScript applications using the Mem0 Platform SDK or open-source Memory class. Claude Code CX Codex Cursor +1 2,300installs video-generation bytedance skill Generates videos via Gemini Veo or MiniMax using structured JSON prompts, optional reference images, and an automated Python script. Claude Code CX Codex Cursor +1 3,000installs agent-platform-alert-configuration official google skill This skill creates Terraform alert policies for AI agents from OpenTelemetry metrics. Use it to watch latency, errors, token usage, and quality. Claude Code Gemini CLI CX Codex 6,857installs gke-inference official google skill Select a model profile and accelerator, then prepare Kubernetes manifests for AI/ML inference serving on GKE. Claude Code Gemini CLI CX Codex 6,791installs plannotator-compound backnotprop skill Reads a Plannotator plan archive, pulls out denial patterns and feedback, then builds an HTML dashboard with findings. Claude Code CX Codex Cursor +1 11,400installs image-generation bytedance skill Builds structured JSON prompts and executes a Python script to generate images with optional reference files. Useful for character design and complex scene rendering. Claude Code CX Codex Cursor +1 2,900installs h3-prompt-writing MiniMax-AI skill Transforms multimodal video generation requests into MiniMax H3 prompts. It structures base keyframe transitions and full-reference rewrites. Claude Code CX Codex Cursor +1 11,500installs scroll-world oso95 skill This skill builds a landing page where scrolling drives a camera that dives into each scene and moves to the next with no cuts. Claude Code CX Codex Cursor +1 4,800installs google-agents-cli-onboarding official google skill This skill guides agents-cli work across agent creation, testing, deployment, and publishing. Use it when building with ADK. Claude Code Gemini CLI CX Codex 6,434installs bigquery-bigframes official google skill Generates Python code for BigQuery data processing, analysis, and machine learning with BigFrames. Use it when a DataFrame API fits the task. Claude Code Gemini CLI CX Codex 6,426installs gke-batch-hpc official google skill A skill for running batch jobs and HPC workloads on GKE: Kueue queues, MPIJob, compact node placement. Useful when you need many parallel tasks in a cluster. Claude Code Gemini CLI CX Codex 6,390installs academic-paper-review bytedance skill A skill for automated peer review of academic papers following top-conference standards. Assesses methodology, evaluates novelty, identifies weaknesses, and delivers evidence-based critique. Claude Code CX Codex Cursor +1 2,700installs datanalysis-credit-risk official github skill This skill cleans credit data and screens variables before risk modeling. Use it when a raw dataset needs quality checks and pre-loan preparation. GitHub Copilot 7,300installs gpt-5-4-prompting official openai skill This skill structures Codex and GPT-5.4 prompts for coding, review, diagnosis, and research work. Claude Code CX Codex Cursor +1 726installs systematic-literature-review bytedance skill A skill to automatically search and synthesize multiple papers by topic from arXiv. Collects research, extracts key findings, and outputs reports in APA, IEEE, or BibTeX format. Claude Code CX Codex Cursor +1 2,500installs context-engineering-collection muratcankoylan skill Patterns for production agent design: context management, multi-agent systems, long-running loops. Use when building autonomous systems that need to operate reliably. Claude Code CX Codex Cursor +1 4,200installs capability-evolver EvoMap skill Runs autonomous self-evolution for AI agents based on runtime history. It syncs code improvements with EvoMap Hub via a local JSONL mailbox proxy. Claude Code CX Codex Cursor +1 4,900installs podcast-generation bytedance skill Turns articles, reports, or documentation into a two-host conversational podcast and produces an MP3 with an optional transcript. Claude Code CX Codex Cursor +1 2,400installs prompt-engineer VoltAgent Community subagent This subagent designs, tests, and improves prompts for LLM production systems. Use it when prompts need evaluation, metrics, or cost tracking. Claude Code 16,078installs google-cloud-solution-agentic-ai-bidirectional-streaming official google skill This skill designs Google Cloud solutions for live, bidirectional multimodal streams handled by AI agents. Use it for real-time technical guidance or safety monitoring. Claude Code Gemini CLI CX Codex 5,411installs img2threejs img2threejs skill Builds a procedural Three.js model from an object or character image. Use it for code-based reconstruction, animation preparation, and staged model generation. Claude Code CX Codex Cursor +1 2,400installs google-cloud-solution-agentic-ai-data-science-workflow official google skill Designs agentic data analytics and ML architectures on Google Cloud. Use it for multi-product solutions that rely on AI agents. Claude Code Gemini CLI CX Codex 5,200installs gemini-live-api official google skill This skill generates a Gemini LiveAPI client for bidirectional WebSocket exchange. Use it when a project needs session handling, authentication, and streaming input or output. Claude Code Gemini CLI CX Codex 5,200installs