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Production ML Engineering Playbook

sickn33/antigravity-awesome-skills

Guides ML engineers in building production-ready systems with PyTorch 2.x, TensorFlow, and modern tooling, covering serving pipelines, feature engineering, monitoring, and MLOps infrastructure for scalable, reliable deployments.

ML Paper Writing

ml-paper-writing

Orchestra-Research/AI-Research-SKILLs

Guides researchers through drafting publication-ready machine learning papers for NeurIPS, ICML, ICLR, ACL, AAAI, and COLM by combining expert writing philosophy with LaTeX templates, citation verification APIs, and collaborative workflows.

Production ML Pipeline

Jeffallan/claude-skills

Implements production-grade ML pipeline infrastructure that wires experiment tracking (MLflow/W&B), Kubeflow or Airflow DAGs, feature stores, model registries, and automated retraining/validation workflows to orchestrate reproducible training and deployment.

MLOps Pipeline Orchestration

ml-pipeline-workflow

sickn33/antigravity-awesome-skills

Guides engineers through end-to-end MLOps pipeline orchestration, covering data ingestion, preparation, training, validation, deployment, and monitoring with DAG-based automation and best practices.

MLflow Lifecycle Platform

Orchestra-Research/AI-Research-SKILLs

Track experiments, catalog models, compare versions, and deploy trained artifacts with MLflow’s framework-agnostic lifecycle tools across PyTorch, TensorFlow, and other stacks.

Mlflow Tracking Setup

mlflow-tracking-setup

jeremylongshore/claude-code-plugins-plus-skills

Automates guidance for configuring mlflow experiment tracking, covering best practices, code generation, and validation to support ML training workflows.

Secure Mobile Coding

mobile-security-coder

sickn33/antigravity-awesome-skills

Guides developers through secure mobile coding practices, covering input validation, WebView hardening, protected data storage, HTTPS enforcement, and authentication flows tailored for mobile apps.

Rube MCP Mocean Automation

mocean-automation

ComposioHQ/awesome-claude-skills

Automates Mocean operations through Composio’s Mocean toolkit via Rube MCP, enforcing a workflow that always queries available tools, verifies Mocean connections, reuses sessions, and includes explicit memory placeholders before executing multi-tool plans.

Mock API Server Toolkit

jeremylongshore/claude-code-plugins-plus-skills

Generates mock API servers from OpenAPI specs with realistic fixtures, latency modeling, CRUD state, error scenarios, request recording, and Docker-ready startup scripts for development and testing workflows.

Moco Automation Toolkit

moco-automation

ComposioHQ/awesome-claude-skills

Automates Moco workflows through the Composio toolkit via the Rube MCP interface, encouraging discovery, connection validation, and schema-compliant tool execution.

Model Checkpoint Manager

model-checkpoint-manager

jeremylongshore/claude-code-plugins-plus-skills

Automated guidance for managing model checkpoints in ML training workflows, offering best practices, sample code, and validation to keep experiments stable and reproducible.

Model Drift Detector

model-drift-detector

jeremylongshore/claude-code-plugins-plus-skills

Automates guidance on identifying and responding to model drift within ML deployment workflows, offering best practices, production-ready code, and validation support so you can keep inference systems stable.

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