MLOps

Constrain LLM output with grammars; guarantee valid JSON. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

Serverless GPU cloud for ML jobs and model APIs. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

Train sparse autoencoders to interpret model features. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

Reference-free preference alignment, simpler than DPO. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

RL post-training for LLMs with Megatron and SGLang. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

High-throughput LLM inference on NVIDIA GPUs. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

Pretrain LLMs at scale with PyTorch 4D parallelism. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

Strategic guidance for operationalizing machine learning models from experimentation to production.

ancoleman/ai-design-components

Design and implement a complete ML pipeline for: $ARGUMENTS. An agent skill from aiskillstore/marketplace.

aiskillstore/marketplace

Train ML models on Databricks. An agent skill from databricks/databricks-agent-skills.

databricks/databricks-agent-skills

Literature and web research for an ML methodology concern (EDA extra measurements, leakage, transforms, feature engineering, learner family), or an EDA extra-analysis survey from JOURNAL plus…

probabl-ai/skills

Execute use when provisioning Vertex AI infrastructure with Terraform.

jeremylongshore/tons-of-skills-marketplace

AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features.

aiskillstore/marketplace

A Principal ML Engineer interviewer that simulates a FAANG-style ML system design interview covering the full lifecycle from data to production.

PrepLabsAI/InterviewMentor

Re-create the local 3-hour tri-cluster cluster-sweep loop (Leonardo + CoreWeave(iris) + TACC(Vista); Jupiter SKIPPED until ~Jul 12) — the autonomous ML-ops monitor — if it has been lost.

open-thoughts/OpenThoughts-Agent

Selects, deploys, and customizes AI models on Amazon SageMaker.

aws/agent-toolkit-for-aws

MLOps across model deployment, ML pipelines, monitoring, and feature stores.

borghei/Claude-Skills

Store reviews and in-app updates on the KMP Starter Template — StarterStoreManager (askForReview, checkAppUpdate), rememberStarterStoreManager, and AppUpdateProvider.

DevAtrii/Kmp-Starter-Template

Owns one experiment's smoke test: a small pytest that fits on part of real data/ and predicts on a disjoint slice with no pre-history buffer.

probabl-ai/skills

Guided workflow for taking any ML codebase — including one with no experiment tracking at all, or one full of MLflow 2-era idioms — to a production-grade open-source MLflow 3 setup with…

pproenca/dot-skills

Quantify prediction uncertainty of MACE MLIPs using committee (ensemble) models; flag high-uncertainty structures for DFT verification.

learningmatter-mit/AtomisticSkills

A skill your agent uses when the user asks to "design an experiment", "build a predictive model", "run A/B test analysis", "perform causal inference", "engineer features", "evaluate model…

borghei/Claude-Skills

Canonical backlog loop step. An agent skill from probabl-ai/skills.

probabl-ai/skills

World-Class Technology & Data Playbook. An agent skill from LeoYeAI/openclaw-master-skills.

LeoYeAI/openclaw-master-skills

Guide for experiment tracking tool setup (MLflow, Weights & Biases, etc.), reproducibility assurance, model registry, and experiment comparison methodology.

revfactory/harness-100

Execute feature store connector operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Manage model registry manager operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Build an ML pipeline — from data to trained model to serving endpoint.

jeremylongshore/tons-of-skills-marketplace

A skill your agent uses whenever the user wants to find, shortlist, vet, or enrich US AI/ML/data consulting firms (consultancies) — AI/ML development, MLOps, generative AI / LLM apps (RAG, chatbots…

jeremylongshore/tons-of-skills-marketplace

A skill your agent uses whenever the user wants to find, shortlist, vet, or enrich US software development firms — custom software, web development, mobile app development, backend/API development…

jeremylongshore/tons-of-skills-marketplace

Papers on LLMs for IT operations and AIOps research. An agent skill from wentorai/research-plugins.

wentorai/research-plugins

Build and deploy reproducible production ML pipelines for research

wentorai/research-plugins

On-demand GPU cloud instances for ML training. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

Coaches end-to-end ML system design interviews covering inference pipelines, recommendation systems, RAG, feature stores, and monitoring.

curiositech/some_claude_skills

Automate ML workflows with Airflow, Kubeflow, MLflow. An agent skill from secondsky/claude-skills.

secondsky/claude-skills

Deploy production recommendation systems with feature stores, caching, A/B testing.

secondsky/claude-skills

Deploy ML models with FastAPI, Docker, Kubernetes. An agent skill from secondsky/claude-skills.

secondsky/claude-skills

A skill your agent uses for Feast feature store tasks: feature repositories, definitions, CLI, retrieval, materialization, serving, RAG/vector search, integrations, and Feast contributor workflows.

VectorSpaceLab/AREX-Skill

Guide for selecting the most appropriate foundation MLIP model based on simulation requirements.

learningmatter-mit/AtomisticSkills

Guide for maintaining the MassGen model and backend registry.

Microck/ordinary-claude-skills

ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs.

borghei/Claude-Skills

MANDATORY whenever a task involves training, fine-tuning, tuning, or evaluating a machine-learning model on data (tabular, time series, text, images — any modality).

hashgraph-online/awesome-codex-plugins

Design, implement, and validate reproducible machine-learning pipelines spanning data preparation, training, evaluation, registry, and deployment gates.

seb1n/awesome-ai-agent-skills