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

power-platform-architect official Tim Hanewich skill This skill turns business requirements, use cases, and meeting transcripts into a Power Platform solution architecture with component choices and Mermaid.js diagrams. GitHub Copilot 205installs agent-designer Alireza Rezvani skill Designs multi-agent systems, builds validated tool schemas for Anthropic and OpenAI, and inspects run logs for latency and cost bottlenecks. Claude Code 682installs agent-workflow-designer Alireza Rezvani skill Designs multi-agent workflows with explicit handoff contracts and context controls. Useful when a single prompt fails to manage complex multi-step tasks. Claude Code 658installs mcp-server-builder Alireza Rezvani skill Generates production-ready MCP server scaffolding in Python or TypeScript directly from OpenAPI contracts. Ideal for exposing existing APIs to LLMs. Claude Code 644installs rag-architect Alireza Rezvani skill Design a RAG pipeline around your documents, then measure retrieval quality. Use it to explore chunking strategies, embeddings, or vector databases. Claude Code 629installs prompt-engineer-toolkit Alireza Rezvani skill Tests, compares, and versions marketing prompts against structured cases. Use it when prompt quality needs evidence before a rollout or model change. Claude Code 623installs data-quality-auditor Alireza Rezvani skill This skill checks datasets for missing values, outliers, duplicates, and structural issues. Use it before analysis, model training, or quality monitoring. Claude Code 621installs apigee-agent-gateway-governance official google skill This skill builds an Apigee proxy that inspects LLM traffic through Agent Gateway. Use it to meter model tokens, extract caller identity, or screen prompts. Claude Code Gemini CLI CX Codex 145installs machine-learning-engineer VoltAgent Community subagent A subagent for deploying, optimizing, and serving ML models in production. Use it for inference infrastructure, scaling, and model monitoring. Claude Code 431installs agent-protocol Alireza Rezvani skill This skill defines how C-suite agents call each other, return findings, and avoid loops. Use it when several roles must coordinate an analysis. Claude Code 611installs autoresearch-agent Alireza Rezvani skill Runs repeated file experiments against a measurable metric, keeping gains and reverting failures. Use it for code, tests, prompts, or content. Claude Code 589installs acreadiness-assess official github skill Runs an AgentRC AI-readiness scan on your repository and generates a standalone HTML report at reports/index.html. Handy before configuring AI agent instructions. GitHub Copilot 158installs acreadiness-generate-instructions official github skill This skill generates instruction files for GitHub Copilot and scopes rules to repository areas. Use it when a project needs repeatable AI coding guidance. GitHub Copilot 153installs mcp-developer VoltAgent Community subagent Builds, tests, and optimizes Model Context Protocol (MCP) servers and clients. Connects AI models to external tools, databases, and custom services. Claude Code 366installs convert-pdf-to-md official github skill Turns PDFs into Markdown with a bundled script built on MarkItDown and PyMuPDF, so the agent reads text and tables instead of guessing from layout. GitHub Copilot 138installs acreadiness-policy official github skill Guides the creation, configuration, and execution of AgentRC readiness policies. Useful for setting custom scoring weights, strict thresholds, and CI gating. GitHub Copilot 133installs aeo Alireza Rezvani skill Audits and restructures content so LLMs cite it as an authoritative source. Useful for teams building content for AI-first search audiences. Claude Code 459installs agent-skill-stack official github skill Finds a small compatible set of AI Agent Skills for a multi-step goal. Use it to audit installed Skills or work out what a project still needs. GitHub Copilot 128installs chief-ai-officer-advisor Alireza Rezvani skill Advises startup founders and CAIOs on API versus fine-tuning decisions, EU AI Act risk tiers, and self-hosting token economics. Claude Code 418installs litreview Alireza Rezvani skill A skill that searches academic literature through PubMed and OpenAlex, builds a search plan, and produces a Word orientation guide. Claude Code 417installs chief-data-officer-advisor Alireza Rezvani skill Advises startup founders and CDOs on AI training data rights, data product architecture, B2B customer data valuation for M&A, and hiring sequences. Claude Code 410installs eu-ai-act-specialist Alireza Rezvani skill Classifies AI systems under Regulation (EU) 2024/1689, outlines conformity routes, and maps role obligations. Essential for teams auditing models against EU AI Act rules. Claude Code 394installs knowledge-synthesizer VoltAgent Community subagent Finds recurring errors and workflow patterns in logs and transcripts, then records evidence-linked findings. Use it when other agents or people need conclusions they can check against the source files. Claude Code 276installs iso42001-specialist Alireza Rezvani skill Reviews AI management system gaps, maps risks to Annex A controls, and drafts an internal audit plan. Use it when preparing for ISO 42001 certification. Claude Code 385installs cdo-review Alireza Rezvani skill Stress-tests data architecture, model training plans, and hiring decisions. Useful before signing long-term data infrastructure deals or training models on customer data. Claude Code 376installs cross-eval Alireza Rezvani skill Runs board memos and strategy briefs through Claude, Codex, and Gemini. Flags hidden blind spots before irreversible business choices. Claude Code 371installs caio-review Alireza Rezvani skill Pressure-tests AI roadmaps and features as a Chief AI Officer. It demands evaluation datasets, checks EU AI Act tiers, and projects 12-month model costs. Claude Code 371installs patent Alireza Rezvani skill This skill searches patent prior art and builds a landscape for a chosen use case. Use it for a technical assessment before filing or licensing decisions. Claude Code 357installs research Alireza Rezvani skill Classifies a research request and hands it to the right specialist skill, or runs its own search workflow. Useful when you want a sourced briefing fast. Claude Code 348installs generate-image official github skill Generate images from text prompts with OpenAI or Google Gemini. Use it to create project textures, icons, sprites, artwork, or mockups. GitHub Copilot 93installs notebooklm Alireza Rezvani skill Automates Google NotebookLM via browser control. It lets Claude Code query existing notebooks, add sources, and generate Studio outputs like summaries or audio overviews. Claude Code 325installs dossier Alireza Rezvani skill This skill tests a research hypothesis about a company, person, or organization and produces an editable Word dossier. Use it before a meeting or diligence review. Claude Code 319installs find MeiGen command Searches the Meigen gallery by keywords and shows visual results with short prompt excerpts right away. Claude Code CX Codex Cursor 210installs foundry-agent-sync official github skill This skill creates and updates prompt-based agents in Azure AI Foundry from a local JSON manifest. Use it when agents need to be registered in the Foundry service. GitHub Copilot 74installs mini-context-graph official github skill Builds a knowledge base from documents, with wiki pages, a graph of entities and relations, and source text for evidence. Use it when answers should draw on material collected over time. GitHub Copilot 72installs resemble-detect official github skill Detects synthetic audio, images, video, and text using Resemble AI. Helpful for media verification, watermark detection, and voice provenance checks. GitHub Copilot 68installs qdrant-search-quality official github skill Diagnoses why Qdrant returns irrelevant matches and points to ways to improve search quality. Useful after an embedding model change or as your data grows. GitHub Copilot 61installs qdrant-scaling official github skill Guides Qdrant scaling decisions across data volume, query throughput, latency, and result payload sizes. GitHub Copilot 61installs qdrant-performance-optimization official github skill This skill maps Qdrant performance work across search speed, index building, and memory use. Use it when a deployment needs a focused performance review. GitHub Copilot 61installs qdrant-model-migration official github skill This skill guides Qdrant embedding-model migrations without taking search offline. Use it when changing providers, vector dimensions, or moving from dense to hybrid search. GitHub Copilot 61installs