Skill UI

Implements multi-tier database caching using Redis, in-memory stores, and CDN integration to reduce load, lower query latency, and support scalable cache-aside, write-through, or read-through workflows when users ask for caching optimizations.

A comprehensive guide for Site Reliability Engineers (SRE) covering the entire incident lifecycle. It provides structured methodologies for initial severity assessment, establishing an incident command structure, advanced observability-driven investigation (tracing, metrics, logs), systematic troubleshooting, and crucial post-incident root cause analysis (blameless post-mortems). Ideal for managing complex, large-scale system outages.

Inngest integration for building durable, serverless-first background jobs and event-driven workflows. Use typed events, step functions, fan-out, retries, scheduling, and webhook handlers without managing queues or workers.

This guide provides comprehensive instructions for setting up robust CI/CD pipelines for Instantly.ai integrations using GitHub Actions. It covers unit and integration testing against both a mock server and the live API, includes API scope validation scripts, and details the deployment process for webhook receivers (e.g., to Cloud Run). Use this when ensuring continuous validation and reliable deployment of your Instantly API code.

This skill provides a comprehensive diagnostic reference for common errors and exceptions encountered with the Instantly.ai API v2. It covers critical areas including HTTP status codes (400, 401, 429, 500), campaign lifecycle issues (e.g., stuck in draft), account health checks, lead duplication handling, and implementing rate limit backoff. Use this when debugging failed API requests or troubleshooting complex campaign, account, or lead management issues.

This guide provides step-by-step instructions for setting up and authenticating with the Instantly.ai API v2. It covers generating necessary API keys, setting up environment variables, and provides ready-to-use client wrappers in TypeScript and Python. Use this when building custom integrations or automating workflows with the Instantly outreach platform.

This comprehensive guide enables developers to set up a robust local development environment for Instantly API integrations. It utilizes a dedicated mock server to allow for safe testing of API calls, writing comprehensive integration tests, and simulating webhook events without consuming real credentials or exceeding rate limits. Ideal for building reliable SaaS connectors.

A comprehensive guide and implementation structure for configuring Instantly.ai across Development, Staging, and Production environments. This skill ensures strict workspace isolation by utilizing environment variables and dedicated workspaces, preventing accidental data leakage or incorrect live deployments during testing and iteration cycles. It covers secure key management and safe promotion workflows.

This skill provides robust patterns for handling API rate limits (e.g., 429 errors) when building high-throughput integrations. It demonstrates best practices including exponential backoff with jitter, request queuing, concurrency control, and specific endpoint throttling mechanisms, ensuring reliable service connectivity.

A comprehensive reference architecture guide providing the best-practice project layout and implementation structure for building scalable outreach automation platforms using the Instantly API v2. This blueprint covers core modules including API client wrappers, campaign lifecycle management, lead enrichment pipelines, event-driven webhook processing, and analytics synchronization, ensuring a robust and maintainable system.

A comprehensive set of production-ready client patterns for integrating with the Instantly.ai API v2 using TypeScript and Python. It provides robust solutions for managing API interactions, including type safety, sophisticated retry logic, pagination handling, and multi-tenant support, essential when building reliable, reusable wrappers without an official SDK.

A comprehensive guide detailing security best practices for integrating with Instantly.ai. Learn how to implement least-privilege API scopes (e.g., campaigns:read), manage secrets using environment variables or dedicated secret managers, execute secure API key rotations, and validate incoming webhooks using custom headers. This skill is essential for developers building robust, secure, and scalable SaaS integrations.