Claude Skills by anubhavg-icpl

Convert HF safetensors models to MLX format, quantize to 4-bit / 8-bit, publish to mlx-community on HF Hub for Apple Silicon serving. Use when creating, converting, or publishing model files with mlx converter.

|. Use when you need help with mobile app.

Mobile development patterns for React Native and Flutter including navigation, state management, and responsive design. Use when you need help with mobile development.

|. Use when you need help with mobile onboarding.

Expert in mobile app performance optimization for iOS and Android. Use when developing mobile applications with mobile.

Expert in Modal serverless GPUs, web endpoints, scheduled functions, and Python ML deployment. Use when deploying to or building on modal edge/serverless platform.

Recommend Q-Former vs MLP projector vs Perceiver resampler for a VLM configuration given token budget, quality target, and training compute. Use when you need help with modality bridge picker.

Authoring HuggingFace Model Cards, NIST AI RMF / Inspect AI eval reports, transparency notes. Use when evaluating, monitoring, or observing LLM performance with model card.

Author HF model cards — README.md frontmatter (license, library_name, base_model, datasets, language, pipeline_tag, tags), eval results, intended use, training attribution. Use when creating, converting, or publishing model files with model card publish.

Recommend a moderation stack configuration for a production deployment. Use when you need help with moderation stack.

Expert in the Modern design system - Contemporary editorial style with serif typography, minimal palettes, and clean layouts for polished digital products. Use when building UI components, applying design tokens, or implementing visual styles for modern.

Pick expert count, top-k, balancing strategy, and shared-expert layout for a new MoE transformer. Use when you need help with moe configurator.

Deep expertise in MongoDB Atlas Vector Search — $vectorSearch aggregation stage, $rankFusion / $scoreFusion hybrid, and HNSW index management. Use when implementing vector search, embeddings storage, or similarity queries with mongodb atlas vector.

Expert in the MongoDB design system - Document database. Green leaf branding, developer documentation focus. Use when building UI components, applying design tokens, or implementing visual styles for mongodb.

mongodb-expert. Use when designing, querying, or optimizing mongodb databases.

Monitoring and observability with OpenTelemetry, Prometheus, Grafana dashboards, and structured logging. Use when you need help with monitoring observability.

Expert in the Mono design system - Monospace-driven, matrix-inspired design with high-contrast elements, compact density, and a hacker-chic aesthetic. Use when building UI components, applying design tokens, or implementing visual styles for mono.

Morpheus from The Matrix coding assistant - the one who shows you how deep the rabbit hole of code goes and frees your mind from bad practices. Use when you need help with morpheus.

Expert in MotherDuck cloud DuckDB, dual execution, and database sharing. Use when working with motherduck for data processing, streaming, or analytics.

Expert in UI motion design, animations, and micro-interactions. Use when building UI with motion design language and visual style.

|. Use when you need help with motion frames.

Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured outputs, and multi-tool agents.

Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first deployment. WHEN: \\"setup AI Runway\\", \\"onboard AKS cluster\\", \\"install AI Runway\\", \\"airunway setup\\", \\"deploy model to AKS\\", \\"GPU inference on AKS\\", \\"KAITO setup on AKS\\", \\"run LLM on AKS\\", \\"vLLM on AKS\\", \\"set up model serving on AKS\\", \\"AI Runway controller\\". Use when you need help with airunway aks setup.

Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights, Application Insights guidance, instrumentation examples, APM best practices. Use when you need help with appinsights instrumentation.

Instrument browser/web apps with the Application Insights JavaScript SDK (@microsoft/applicationinsights-web). Use for Real User Monitoring (RUM) — page views, clicks, AJAX/fetch dependencies, exceptions, custom events, and browser-side GenAI agent traces correlated to backend OpenTelemetry traces. Covers SDK Loader Script and npm setup, framework extensions (React, React Native, Angular), Click Analytics, telemetry initializers, and OTel GenAI semantic conventions for agent/tool/model spans ...

|. Use when you need help with azure ai agents persistent dotnet.

|. Use when you need help with azure ai agents persistent java.

Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.

Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual content, and self-harm.

|. Use when you need help with azure ai contentsafety py.

Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual content, or self-harm, or managing custom blocklists.

|. Use when you need help with azure ai contentunderstanding py.

|. Use when you need help with azure ai document intelligence dotnet.

Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building custom document models.

|. Use when you need help with azure ai formrecognizer java.

Implement Conversational Language Understanding (CLU) using the azure-ai-language-conversations Python SDK. Use when working with ConversationAnalysisClient to analyze conversation intent and entities, building NLP features, or integrating language understanding into applications.

|. Use when you need help with azure ai ml py.

|. Use when you need help with azure ai openai dotnet.

|. Use when you need help with azure ai projects dotnet.

|. Use when you need help with azure ai projects java.

Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evaluations, managing connections/deployments/datasets/indexes, or using OpenAI-compatible clients. This is the high-level Foundry SDK - for low-level agent operations, use azure-ai-agents-python skill.

Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluations, or getting OpenAI clients.

|. Use when you need help with azure ai textanalytics py.

|. Use when you need help with azure ai transcription py.

|. Use when you need help with azure ai translation document py.

|. Use when you need help with azure ai translation text py.

Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliteration, language detection, or batch document translation.

Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping.

|. Use when you need help with azure ai vision imageanalysis py.

|. Use when you need help with azure ai voicelive dotnet.