Agent Skills

DSPy — Declarative LM Programming

opengauss

Use DSPy to build declarative, modular LM pipelines, optimize prompts automatically, and assemble reliable RAG/agent systems with structured signatures and opti

Terradev — Cross‑Cloud GPU Provisioning

Terradev

Provision and manage GPUs across clouds, create GPU Kubernetes clusters, deploy inference endpoints, and burst local compute to cloud with BYOAPI credential saf

MLOps Engineer

claude-skills

Provides senior MLOps guidance: build and validate ML pipelines, deploy and monitor models in production, set up feature stores, and automate CI/CD for models.

Weights & Biases (wandb)

zorai

Integrate Weights & Biases for ML experiment tracking: log metrics, hyperparameters, checkpoints, run sweeps and view collaborative dashboards.

Track ML Experiments (MLflow)

agent-almanac

Set up MLflow experiment tracking: server, autologging, artifact storage, run comparison and lifecycle management for reproducible ML workflows.

CV Model Training

cv-train-stack

Review, run, validate and audit computer vision model training with checks for dataset quality, preprocessing consistency, augmentation, and deployment validati

RAG Implementation Patterns

claude-code-toolkit

Practical guide to building production Retrieval-Augmented Generation (RAG) systems: vector DB selection, chunking strategies, embedding model choices, retrieva

Scout

DeepScientist

Frame ambiguous research or engineering tasks: clarify goals, metrics, datasets, and a justified baseline so work can proceed with confidence.

MindsDB

application-skills

Integrate and interact with MindsDB via the Membrane CLI: manage connections, list and run actions, and automate model predictions against your database.

Cortex - ML Pipeline Builder

claude-code-plugins-plus-skills

Guided ML pipeline builder that walks an agent through data validation, feature engineering, training, evaluation, and serving endpoints for classification or r

Model Deployment (SageMaker & Bedrock)

agent-plugins

Generates deployment code and a Jupyter notebook to deploy LoRA fine-tuned Nova or OSS models (from SageMaker Serverless Model Customization) to SageMaker endpo

Cortex — ML Pipeline Builder

tonone

Build a reproducible ML training-to-serving pipeline: data validation, feature engineering, training, evaluation, and a serving endpoint.

Replicate Model Runner

suna

Run, compare and manage AI model inferences via the Replicate API for image, video, and audio generation and other ML inference tasks.

AI/ML Workflow Bundle

agent-skills-library

A comprehensive workflow bundle for designing, building, and operating LLM applications, RAG systems, AI agents, and ML pipelines.

TRL LLM Fine-Tuning & Alignment

argentos-core

Comprehensive guide for fine-tuning LLMs using TRL, covering SFT, DPO, PPO, and GRPO for human preference alignment.

ML Pipeline Orchestration

agent-almanac

Automates end-to-end machine learning workflows using Prefect or Airflow, from data ingestion to model deployment.

Feast Feature Store Guide

feast

Comprehensive guide for managing AI/ML feature stores, including entity definition, feature retrieval, and RAG pipelines.

Runpod Flash Deployment

skills

Rapidly deploy and iterate on AI workloads using serverless GPUs/CPUs on Runpod with hot-reloading and live logs.

Azure Data Science Virtual Machines

agent-skills

Expert guidance for Azure Data Science VMs: troubleshooting, configuration, deployment (Bicep/ARM), security, and integrations like MLflow and Key Vault.

Training Check — Experiment Monitor

grind-lab-core

Monitors running experiments, classifies statuses (OK/STALLED/FAILED/COMPLETE), and appends alerts to project notes.