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Claude Skills by anubhavg-icpl
github.com/anubhavg-icpl5,037 skills134 installs9,251 views
- Materialize ExpertExpert in Materialize streaming SQL, sources, sinks, and incremental views. Use when working with materialize for data processing, streaming, or analytics.Votes: 0GitHub stars: 9
- Math FoundationsExpert in the mathematical foundations behind every AI algorithm from the AI Engineering from Scratch curriculum. Use when you need help with math foundations.Votes: 0GitHub stars: 9
- Mc EvaluatorEvaluate a policy via Monte Carlo rollouts and produce a convergence report with DP-comparison if available. Use when you need help with mc evaluator.Votes: 0GitHub stars: 9
- Mcp Apps SpecProduce the full MCP Apps contract for a tool that needs an interactive UI resource. Use when you need help with mcp apps spec.Votes: 0GitHub stars: 9
- Mcp Auth Iii WiringWire production MCP authorization (RFC 8414, 7591, 8707, 7636 PKCE, 9728) onto iii primitives — registerTrigger for HTTP/cron, registerFunction for validation, state::* for JWKS cache. Use when you need help with mcp auth iii wiring.Votes: 0GitHub stars: 9
- Mcp Client HarnessGiven a declarative list of MCP servers (name, command, args), scaffold a multi-server client with handshake, namespace merge, and routing. Use when you need help with mcp client harness.Votes: 0GitHub stars: 9
- Mcp DevelopmentMCP server development including tool design, resource endpoints, prompt templates, and transport configuration. Use when you need help with mcp development.Votes: 0GitHub stars: 9
- Mcp Handshake TracerGiven a pcap-style transcript of an MCP client-server conversation, annotate every message with its primitive, lifecycle phase, and capability dependency. Use when you need help with mcp handshake tracer.Votes: 0GitHub stars: 9
- Mcp Server DesignerDesign and scaffold an MCP server with tools, resources, and safety defaults. Use when you need help with mcp server designer.Votes: 0GitHub stars: 9
- Mcp Server PlatformDeploy a production MCP server with StreamableHTTP, OAuth 2.1 scopes, OPA policy, human-approval gate for destructive tools, and a registry for discovery. Use when you need help with mcp server platform.Votes: 0GitHub stars: 9
- Mcp Server ScaffolderScaffold a domain-specific MCP server with the right tools/resources/prompts split and SDK graduation path. Use when you need help with mcp server scaffolder.Votes: 0GitHub stars: 9
- Mcp Threat ModelProduce a threat model for an MCP deployment naming the applicable attack classes, defenses in place, and Rule-of-Two violations. Use when you need help with mcp threat model.Votes: 0GitHub stars: 9
- Mcp Transport MigratorProduce a migration plan from legacy HTTP+SSE to Streamable HTTP with session id continuity and Origin validation. Use when you need help with mcp transport migrator.Votes: 0GitHub stars: 9
- Mdp ModelerGiven a task description, produce a Markov Decision Process spec and flag formulation risks before training. Use when you need help with mdp modeler.Votes: 0GitHub stars: 9
- Meeting Notes|. Use when you need help with meeting notes.Votes: 0GitHub stars: 9
- Mem0 ExpertBuild long-term, scalable memory layers for AI agents with Mem0. Use when building AI applications with mem0.Votes: 0GitHub stars: 9
- Memory AuditorAudit a multi-agent system's shared-memory design for provenance, versioning, verifier separation, and projection schema. Flag memory-poisoning exposure before production. Use when you need help with memory auditor.Votes: 0GitHub stars: 9
- Memory BlocksGenerate a Letta-shaped three-tier memory system (core blocks, recall, archival) with a sleep-time consolidation agent off the critical path. Use when you need help with memory blocks.Votes: 0GitHub stars: 9
- Memory ProfilerExpert in memory profiling, leak detection, and memory optimization across languages. Use when diagnosing, troubleshooting, or fixing bugs with memory profiler.Votes: 0GitHub stars: 9
- Merge ExpertsMergeKit recipes — SLERP, TIES, DARE, model soups, task arithmetic, MoE merging. Use when fine-tuning, training, or adapting language models with merge experts techniques.Votes: 0GitHub stars: 9
- Mesa DiagnosticClassify an observed safety failure as outer-alignment, proxy-inner, or deceptive-inner. Use when you need help with mesa diagnostic.Votes: 0GitHub stars: 9
- Meta DesignExpert in the Meta (Store) design system - Tech retail store. Photography-first, binary light/dark surfaces, Meta Blue CTAs. Use when building UI components, applying design tokens, or implementing visual styles for meta.Votes: 0GitHub stars: 9
- Mha ConfiguratorRecommend head count, KV-head count, and projection strategy (MHA / MQA / GQA / MLA) for a new transformer. Use when you need help with mha configurator.Votes: 0GitHub stars: 9
- Microservices DesignMicroservices design patterns including service mesh, event-driven architecture, saga pattern, and API gateway. Use when building UI with microservices design language and visual style.Votes: 0GitHub stars: 9
- Migration AgentBuild a repo-level code migration agent that combines deterministic recipes with an agent fallback loop, passes MigrationBench, and publishes a failure taxonomy. Use when you need help with migration agent.Votes: 0GitHub stars: 9
- Million ExpertExpert in Million.js block-DOM compiler that speeds up React rendering up to 70%. Use when building web applications with million.Votes: 0GitHub stars: 9
- Milvus ExpertDeep expertise in Milvus 2.5+ — index zoo (HNSW/DiskANN/IVF/SCANN/CAGRA), partitions, multi-vector hybrid search, GPU indexes, and Milvus Lite. Use when implementing vector search, embeddings storage, or similarity queries with milvus.Votes: 0GitHub stars: 9
- Minimal DesignExpert in the Minimal design system - Stripped-back design emphasizing whitespace, clean typography, and restrained color for maximum clarity and focus. Use when building UI components, applying design tokens, or implementing visual styles for minimal.Votes: 0GitHub stars: 9
- Minimax DesignExpert in the MiniMax design system - AI model provider. Bold dark interface with neon accents. Use when building UI components, applying design tokens, or implementing visual styles for minimax.Votes: 0GitHub stars: 9
- Mintlify DesignExpert in the Mintlify design system - Documentation platform. Clean, green-accented, reading-optimized. Use when building UI components, applying design tokens, or implementing visual styles for mintlify.Votes: 0GitHub stars: 9
- Miro DesignExpert in the Miro design system - Visual collaboration. Bright yellow accent, infinite canvas aesthetic. Use when building UI components, applying design tokens, or implementing visual styles for miro.Votes: 0GitHub stars: 9
- Miscmisc. Use when you need help with misc.Votes: 0GitHub stars: 9
- Mistral Ai DesignExpert in the Mistral AI design system - Open-weight LLM provider. French-engineered minimalism, purple-toned. Use when building UI components, applying design tokens, or implementing visual styles for mistral ai.Votes: 0GitHub stars: 9
- Mitchell Hashimoto StyleMitchell Hashimoto — HashiCorp founder, infra-as-code, Go, Zig, terminal craft, ship-the-thing. Use when you want code review, architecture advice, or opinions in the style of mitchell hashimoto.Votes: 0GitHub stars: 9
- Ml FundamentalsExpert in classical machine learning, the backbone of most production AI, from the AI Engineering from Scratch curriculum. Use when you need help with ml fundamentals.Votes: 0GitHub stars: 9
- Mlflow Llm ExpertMLflow Tracing for LLMs, Prompt Engineering UI, mlflow.evaluate(), prompt registry. Use when evaluating, monitoring, or observing LLM performance with mlflow llm.Votes: 0GitHub stars: 9
- Mlops ExpertExpert in MLOps practices, ML pipelines, model deployment, and monitoring. Use when you need deep expertise in mlops.Votes: 0GitHub stars: 9
- Mlx Apple Silicon ExpertRun, quantize, fine-tune (LoRA/QLoRA), and serve LLMs and VLMs natively on Apple Silicon with MLX and mlx-lm. Use when deploying, running, or configuring local LLM inference with mlx apple silicon.Votes: 0GitHub stars: 9
- Mlx Converter ExpertConvert 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.Votes: 0GitHub stars: 9
- Mobile App|. Use when you need help with mobile app.Votes: 0GitHub stars: 9
- Mobile DevelopmentMobile development patterns for React Native and Flutter including navigation, state management, and responsive design. Use when you need help with mobile development.Votes: 0GitHub stars: 9
- Mobile Onboarding|. Use when you need help with mobile onboarding.Votes: 0GitHub stars: 9
- Mobile PerformanceExpert in mobile app performance optimization for iOS and Android. Use when developing mobile applications with mobile.Votes: 0GitHub stars: 9
- Modal ExpertExpert in Modal serverless GPUs, web endpoints, scheduled functions, and Python ML deployment. Use when deploying to or building on modal edge/serverless platform.Votes: 0GitHub stars: 9
- Modality Bridge PickerRecommend 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.Votes: 0GitHub stars: 9
- Model Card ExpertAuthoring HuggingFace Model Cards, NIST AI RMF / Inspect AI eval reports, transparency notes. Use when evaluating, monitoring, or observing LLM performance with model card.Votes: 0GitHub stars: 9
- Model Card Publish ExpertAuthor 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.Votes: 0GitHub stars: 9
- Moderation StackRecommend a moderation stack configuration for a production deployment. Use when you need help with moderation stack.Votes: 0GitHub stars: 9
- Modern DesignExpert 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.Votes: 0GitHub stars: 9
- Moe ConfiguratorPick expert count, top-k, balancing strategy, and shared-expert layout for a new MoE transformer. Use when you need help with moe configurator.Votes: 0GitHub stars: 9