Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds, leverage spot instances with…
Score 70/100
Generic guidelines on how to perform infrastructure component upgrades in a reliable way
Score 70/100
Use when working on infrastructure repos (terraform, ansible, kubernetes, proxmox, nix devShells)
Score 70/100
Run TestKube and PGBouncer tests on Kubernetes clusters with mandatory context verification to prevent accidental deployments to wrong environments
Score 70/100
Use when working with Terraform (.tf, .tfvars), Ansible (playbooks, roles, inventory), Docker (Dockerfile, docker-compose.yml), CloudFormation, or any infrastructure-as-code files…
Score 70/100
Verify AWS infrastructure configuration before deployment. Use when validating VPC endpoints, NAT Gateway capacity, security groups, or debugging network path issues that cause…
Score 70/100
Extract content from GitHub Discussion threads for wiki ingestion. Uses gh CLI GraphQL API, authenticated via gh auth.
Score 70/100
Copy data between any databases with a single CLI command using Ingestr. Supports 50+ sources and destinations including PostgreSQL, MySQL, BigQuery, Snowflake, DuckDB, MongoDB,…
Score 70/100
Use to create complete architecture documentation structure. Creates all required architecture documents from templates.
Score 70/100
Initialize a new project from the TypeScript template by renaming packages, updating metadata, and cleaning up documentation.
Score 70/100
Use when building terminal UIs with Ink component patterns for React-based CLI applications.
Score 70/100
Ink.js (React for CLI) design and implementation guide. Use when: (1) Creating or modifying Ink.js components (2) Implementing Ink-specific hooks (useInput, useApp, useFocus) (3)…
Score 70/100
Render rich interactive visuals — SVG diagrams, HTML widgets, Chart.js charts, interactive explainers — directly inline in chat using the render_visualization tool.
Score 70/100
Render rich interactive visuals — SVG diagrams, HTML widgets, Chart.js charts, interactive explainers — directly inline in chat using the render_visualization tool.
Score 70/100
Use when implementing input — InputEvent system, Input Map actions, controllers/gamepads, mouse/touch, action rebinding, and input architecture
Score 70/100
Design, deploy, upgrade, and operate the InsightPulseAI Superset-based BI platform on the user's infrastructure with secure, stable, scalable configs.
Score 70/100
Use MCP Inspector when you need to launch an MCP server, inspect its tools and resources, exercise calls manually, and troubleshoot transport or schema issues before putting that…
Score 70/100
Use regctl when an agent needs to inspect manifests, compare image contents, or debug registry state without pulling whole images locally first.
Score 70/100
Open a live PostgreSQL activity view during incidents so you can see sessions, waits, locks, and pressure before making a bad call.
Score 70/100
Discovers and indexes Python code in skills, enabling cross-skill imports. Use when importing functions from other skills or analyzing skill codebases.
Score 70/100
Fast environment briefing for agents and subagents. Use at session start to learn OS/shell, container/WSL/VM status, git repo + upstream + dirty state, Python venv…
Score 70/100
Build and install a dotnet tool locally to global tools, handling platform-specific packaging and process cleanup.
Score 70/100
Install plugins into Claude Code from the AIWG marketplace with registry lookup, download, and local deployment
Score 70/100
Managing instance actor orchestrations for PostgreSQL health monitoring. Use when debugging stale actors, restarting actors, or troubleshooting health check issues.
Score 70/100
Configure CI/CD pipelines for Instantly.ai integrations with GitHub Actions. Use when setting up automated testing, deployment pipelines, or continuous validation of Instantly API…
Score 70/100
Diagnose and fix Instantly.ai API v2 common errors and exceptions. Use when encountering Instantly errors, debugging failed requests, or troubleshooting campaign/account/lead…
Score 70/100
Collect Instantly.ai debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or auditing campaign/account…
Score 70/100
Deploy Instantly.ai webhook receivers and API integrations to cloud platforms. Use when deploying to Vercel, Cloud Run, or Fly.io, or setting up production webhook endpoints.
Score 70/100
Create a minimal working Instantly.ai example with real API calls. Use when starting a new Instantly integration, testing your setup, or learning basic Instantly API v2 patterns.
Score 70/100
Configure Instantly.ai local development with mock server and test workflows. Use when setting up a dev environment, testing API calls without sending emails, or building…
Score 70/100
Configure Instantly.ai across development, staging, and production environments. Use when setting up multi-workspace deployments, isolating test from production, or managing…
Score 70/100
Optimize Instantly.ai API performance with caching, batching, and connection pooling. Use when experiencing slow API responses, implementing caching strategies, or optimizing…
Score 70/100
Implement Instantly.ai rate limiting, backoff, and request throttling patterns. Use when handling 429 errors, implementing retry logic, or building high-throughput Instantly…
Score 70/100
Implement Instantly.ai reference architecture with best-practice project layout. Use when designing new Instantly integrations, planning multi-campaign systems, or building an…
Score 70/100
Instructor is a multi-language library for extracting structured, validated data from LLM outputs. It patches LLM client libraries to return Pydantic models (Python) or Zod…
Score 70/100
Architecture guidance for Salesforce Insurance Cloud on FSC: module licensing strategy, policy administration object model, claims processing workflow design, underwriting rule…
Score 70/100
Add Transloadit Smart CDN URL signing to a Next.js App Router project (server-side signing route + optional client demo page).
Score 70/100
Add Uppy Dashboard + Transloadit uploads to a Next.js (App Router) app, with server-side signature generation and optional /s3/store export.
Score 70/100
Integrates Power Pages Web API into a site's frontend code with proper permissions and deployment. Orchestrates the full integration lifecycle: code integration, table permissions…
Score 70/100
Design, generate, and fully deploy a stylish, production-ready Retrieval-Augmented Generation (RAG) chatbot embedded directly into any website/project.
Score 70/100
Complete workflow for integrating Stripe payments (subscriptions or one-time) with Convex + Next.js. Includes hosted checkout, webhooks, UI components, and testing.
Score 70/100
Review or design an integration architecture. Covers EIP pattern anti-pattern audit, API maturity (Richardson 0–3), contract governance, consumer-driven contract testing,…
Score 70/100
Integration and E2E test design principles, ROI calculation, test skeleton specification, and review criteria.
Score 70/100
Designs integration and E2E tests with mock boundaries and behavior verification rules. Use when writing E2E or integration tests.
Score 70/100
Integration templates for FastAPI endpoints, Next.js UI components, and Supabase schemas for ML model deployment.
Score 70/100
Expertise in API design, database integration, and service connectivity. Activates when working with "API", "database", "webhook", "service", "integrate", "connect", or system…
Score 70/100
Use when building, reviewing, or debugging OmniStudio Integration Procedures. Triggers: 'integration procedure', 'IP', 'HTTP action', 'DataRaptor', 'rollbackOnError',…
Score 70/100
RAN system integration with microservices architecture, cognitive consciousness, and intelligent orchestration for seamless network integration.
Score 70/100
Generate integration tests for APIs, databases, and external services. Auto-detects backend stack (Express, Fastify, NestJS, Django, FastAPI, Rails, Go), ORM (Prisma, TypeORM,…
Score 70/100
Crée des tests d'intégration pour vérifier l'interaction entre composants. Se déclenche avec "test d'intégration", "integration test", "tester l'API", "tester la DB", "test…
Score 70/100
E2E 테스트, Flyway vs @Sql 분리, TestRestTemplate 필수. MockMvc 금지. /kb-integration 명령 시 자동 활성화.
Score 70/100
Plan integration tests across modules or services. Use when a mid-level developer needs to verify system interactions.
Score 70/100
Generate cross-module test harness with mock servers, in-memory stores, and test configuration. Use when testing networking + persistence + business logic together.
Score 70/100
Integration Test Setup - Auto-activating skill for Test Automation. Triggers on: integration test setup, integration test setup Part of the Test Automation skill category.
Score 70/100
Tester l'intégration entre services. Utiliser quand on vérifie l'interaction contrôleur/service avec Supertest + Vitest.
Score 70/100
Designs comprehensive integration testing strategies including API testing, database testing, microservices testing, end-to-end testing, and test automation frameworks.
Score 70/100
Run and extend the end-to-end HTTP integration tests (SQLite in-memory) for mjr.wtf, covering auth, create/list/delete, redirects, and analytics.
Score 70/100
Use when running integration tests in the VS Code repo. Covers scripts/test-integration.sh (macOS/Linux) and scripts/test-integration.bat (Windows), their supported arguments for…
Score 70/100
Validates integration points and ensures components work together correctly. Activates via codeword [ACTIVATE:INTEGRATION_VALIDATOR_V1] injected by hooks when entering Phase 9…
Score 70/100
Intel VTune and AMD uProf profiling skill for microarchitecture analysis. Use when analyzing hotspots, microarchitecture bottlenecks, memory access patterns, pipeline stalls, or…
Score 70/100