Browse 138,453 skills across 70 categories. Mirrored from majiayu000/claude-skill-registry.
Battle-tested PyTorch training recipes for all domains — LLMs, vision, diffusion, medical imaging, protein/drug discover...
Advanced Maximum Likelihood phylogenetics with model selection (AIC/BIC), tree search algorithms (NNI/SPR/TBR), and perf...
Apply appropriate type hints for ML/PyTorch code. Use when adding type annotations to ML code or addressing mypy errors.
Manage MLAI points system - check balance, book coworking, claim tasks, redeem rewards
MLflow ML lifecycle management. Use for ML experiment tracking.
ML lifecycle management with MLflow. Track experiments, package models, manage registries, and deploy models. Use for ML...
Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with...
MLflow is an open-source platform for managing the machine learning lifecycle, including tracking, packaging, and deploy
MLflow 3 GenAI evaluation for agent development. Use when (1) writing mlflow.genai.evaluate() code, (2) creating @scorer...
ML experiment tracking, model registry, and deployment with MLflow for reproducible machine learning workflows.
Log experiment metrics, parameters, and artifacts using MLflow Python API. Query and analyze runs with DataFrame operati...
Configure mlflow tracking setup operations. Auto-activating skill for ML Training. Triggers on: mlflow tracking setup, m...
Mlflow Tracking Setup - Auto-activating skill for ML Training. Triggers on: mlflow tracking setup, mlflow tracking setup...
Universal and specialized machine learning interatomic potentials for rapid atomistic simulation without DFT. Covers mod...
Implement MLOps practices for ML lifecycle management. Use for CI/CD pipelines, model versioning, experiment tracking, a...
MLOps engineering covering ML pipeline design, model versioning, experiment tracking, deployment strategies, drift detec...
Implement advanced MLOps practices for production ML systems. Use for: building CI/CD pipelines for ML models, implement...
Design DAG-based MLOps pipeline architectures with Airflow, Dagster, Kubeflow, or Prefect. Activates for DAG orchestrati...
Docker, Kubernetes, CI/CD, model monitoring, and cloud platforms. Use for deploying ML models to production, setting up...
Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tool...
- Working on mlops engineer tasks or workflows
ML infrastructure automation and production ML lifecycle management. Use when building ML pipelines, setting up experime...
Expert MLOps engineer specializing in ML infrastructure, platform engineering, and operational excellence for machine le...
Expert in Machine Learning Operations bridging data science and DevOps. Use when building ML pipelines, model versioning...
Expertise in operating and maintaining production AI/ML systems, including deployment pipelines, monitoring, incident re...
Follow these patterns when implementing MLOps features in OptAIC. Use for ML model definitions (5-component structure),...
Comprehensive MLOps workflows for the complete ML lifecycle - experiment tracking, model registry, deployment patterns,...
Running and fine-tuning LLMs on Apple Silicon with MLX. Use when working with models locally on Mac, converting Hugging...
Run LLMs on Apple Silicon with MLX/mlx_lm - unified memory, 4-bit quantization, streaming generation, prompt caching. Op...
MLX on Apple Silicon with JAX-style SplitMix64 PRNG. Deterministic color generation with GPU acceleration.
Market making - two-sided quoting with inventory management
Create and deploy Prisma database migrations. Use when schema.prisma changes, migration guard fires, or you need to run...
Continuous improvement methodology for SignalRoom. Use after incidents, when reviewing processes, or when looking for wa...
Use the MIDI Markdown Compiler (mmdc) CLI for compiling MMD to MIDI, validating syntax, real-time playback with TUI, exp...
Troubleshoot and debug MIDI Markdown (MMD) files including validation errors, timing issues, value ranges, syntax proble...
Guide for using the Eventide H90 Harmonizer device library in MMD files. Use when the user mentions Eventide H90, H90 ef...
Guide for using the Line 6 Helix Floor/LT/Rack device library in MMD files. Use when the user mentions Helix, Line 6 Hel...
Guide for using the Line 6 HX Effects device library in MMD files. Use when the user mentions HX Effects, HX Effects pro...
Guide for using the Line 6 HX Stomp device library in MMD files. Use when the user mentions HX Stomp, HX Stomp guitar pr...
Guide for using the Line 6 HX Stomp XL device library in MMD files. Use when the user mentions HX Stomp XL, Stomp XL pro...
Create custom MIDI device libraries for MIDI Markdown with aliases, parameters, and documentation. Use when the user wan...
Guide for using the Line 6 PowerCab Plus device library in MMD files. Use when the user mentions PowerCab, PowerCab Plus...
Guide for using the Neural DSP Quad Cortex device library in MMD files. Use when the user mentions Quad Cortex, QC, Neur...
Write MIDI Markdown (MMD) files with correct syntax, timing paradigms, MIDI commands, and advanced features like loops,...
Build 3D scenes and interactive experiences using MML (Metaverse Markup Language) for the Otherside metaverse and other...
CRITICAL AUTOMATION: Automatically researches PROVEN medical mnemonics during study guide creation.ACTIVATES when creati...
Generate Hindi vocabulary mnemonics using strong visual imagery and sound matching
Mixture of Agents: Make 3 frontier models argue, then synthesize their best insights into one superior answer. ~$0.03/qu...
MoAI super agent - unified orchestrator for autonomous development. Routes natural language or explicit subcommands (pla...
Skill creation specialist. Use PROACTIVELY for creating skills, YAML frontmatter design, and knowledge organization. MUS...