Skill UI

A comprehensive client library pattern for interacting with rate-limited APIs. This solution implements exponential backoff, robust retry logic (handling 429/5xx errors), concurrent request queuing, and cursor-based pagination. It ensures high throughput and reliable data fetching without exceeding API limits.

This guide provides production-grade patterns for building robust integrations with the MaintainX REST API. It covers essential techniques such as creating type-safe clients using TypeScript, implementing reliable cursor-based pagination, handling API rate limits with exponential backoff retry logic, and performing efficient batch operations. Ideal for developers building scalable, resilient API wrappers.

A comprehensive guide to implementing event-driven integrations with MaintainX. This skill covers setting up webhooks to capture real-time updates for work orders, asset changes, and maintenance notifications. It includes best practices like HMAC signature verification, idempotent processing to prevent duplicate actions, and setting up local development environments.

Guides designing and implementing horizontal database sharding, covering key selection, migration planning, and cross-shard coordination for scalable systems.

This comprehensive playbook guides Series A+ B2B SaaS companies on international scaling. It covers the full demand generation lifecycle, from TOFU awareness campaigns using SEO and paid social (LinkedIn, Google, Meta), to MOFU lead nurturing, and BOFU pipeline conversion. It details core KPIs (CAC, MQL/SQL), multi-channel optimization, technical SEO best practices, and strategic partnership building for sustained growth.

This comprehensive skill guides the entire product marketing lifecycle, from defining Ideal Customer Profiles (ICP) and developing core positioning statements (e.g., Dunford's method) to executing Go-To-Market (GTM) strategies and product launch plans. It also covers competitive intelligence, building detailed battlecards, and improving sales enablement through win/loss analysis, ensuring successful market entry and adoption across international markets.

Guides automating Memberspot operations through Composio’s toolkit by discovering tools with Rube MCP, verifying connections, and executing schema-compliant multi-tool calls while respecting sessions and pagination.

Automate Metaads operations via Composio’s Rube MCP by discovering current tool schemas, validating Metaads connections, and executing toolkit workflows while adhering to session, memory, and pagination best practices.

Automate Mezmo operations through Composio’s Rube MCP by discovering the latest tool schemas, ensuring an active Mezmo connection, and orchestrating executions via the recommended multi-step workflow while reusing sessions and handling pagination.

Guides distributed system architecture by decomposing monoliths, defining bounded contexts, selecting communication protocols, and recommending resilience, observability, and deployment strategies for cloud-native microservices.

Automate Minerstat workflows through Composio’s Minerstat toolkit by orchestrating Rube MCP commands, covering discovery, connection checks, execution, and pagination-safe patterns for reliable operations.

This comprehensive guide covers the entire MLOps lifecycle, specializing in building robust, scalable, and production-grade Machine Learning systems. Expertise includes orchestrating complex ML pipelines using Kubeflow, Airflow, Prefect, and cloud-native services (AWS SageMaker, Azure ML, GCP Vertex AI). It covers experiment tracking (MLflow, W&B), model versioning, model registries, infrastructure as code (Terraform), and container deployment using Kubernetes. Ideal for engineers tasked with moving ML models from research to reliable, managed production environments.