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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.

Coordinated Multi-Agent Systems

multi-agent-patterns

sickn33/antigravity-awesome-skills

Guides designers of language-model multi-agent systems through supervisor, swarm, and hierarchical patterns while stressing context isolation, coordination protocols, and token economics for complex research or tool-intensive workflows.

PerplexityAI Automation Toolkit

perplexityai-automation

ComposioHQ/awesome-claude-skills

Guides connecting a Rube MCP client to Perplexityai via Composio, from discovering up-to-date tool schemas through RUBE_SEARCH_TOOLS to executing actions in RUBE_MULTI_EXECUTE_TOOL while monitoring connection status.

Remove Bg Automation Guide

remove-bg-automation

ComposioHQ/awesome-claude-skills

Documented workflow for automating Composio Remove Bg tasks via Rube MCP, covering discovery, connection management, schema compliance, and execution patterns to reliably integrate background-removal tooling.

Rev AI Workflow Automation

rev-ai-automation

ComposioHQ/awesome-claude-skills

Guide to automating Rev AI tasks through Composio’s Rube MCP toolkit, covering setup, mandatory tool discovery, connection checks, and schema-driven execution best practices for reliable results.

Advanced Vision Engineering Guide

senior-computer-vision

alirezarezvani/claude-skills

Guides production-level computer vision engineering with object detection, segmentation, model optimization, and deployment, covering YOLO/Faster R-CNN/DETR, Mask R-CNN/SAM, vision transformers, PyTorch tooling, ONNX/TensorRT pipelines, and deployment best practices.

Skyfire Automation Guide

skyfire-automation

ComposioHQ/awesome-claude-skills

Documented steps to automate Skyfire operations through Composio’s Rube MCP endpoints, covering tool discovery, connection checks, execution patterns, and schema compliance for reliable workflows.

SAELens Sparse Autoencoder Tool

sparse-autoencoder-training

Orchestra-Research/AI-Research-SKILLs

Guides researchers through training and analyzing Sparse Autoencoders with SAELens to decompose neural activations into interpretable concepts, understand superposition, and steer or audit transformer models with sparse feature math.

Supportivekoala Automation Flow

supportivekoala-automation

ComposioHQ/awesome-claude-skills

Guides Rube MCP users through Supportivekoala automation via Composio, emphasizing tool discovery, connection checks, schema compliance, and multi-step execution for reliable workflow orchestration.

Agent Tool Design Principles

sickn33/antigravity-awesome-skills

Guides building agent-friendly tool APIs by defining clear contracts, descriptions, and error handling, consolidating workflows, and applying architectural reduction so agents can reliably select, infer parameters, and operate tools.

Rube Webscraping Automation

webscraping-ai-automation

ComposioHQ/awesome-claude-skills

Guide for automating Webscraping AI workflows through Composio’s Webscraping AI toolkit using Rube MCP, covering connection checks, tool discovery, execution patterns, and schema compliance best practices.

Winston AI Automation Guide

winston-ai-automation

ComposioHQ/awesome-claude-skills

Automates Winston AI operations through the Composio/Rube MCP workflow, covering tool discovery, connection checks, schema-compliant execution, session reuse, and pagination handling.

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