Cloud

Reviews AWS Lambda functions for performance, memory configuration, and cost optimization. Activates when users write Lambda handlers or discuss Lambda performance.

Test and validate ClickHouse Cloud connection using clickhouse-connect for gapless-crypto-clickhouse. Use when validating connectivity, troubleshooting connection issues, or verifying environment configuration. Includes version check and query validation.

Flow Nexus authentication and user management. Use for login, registration, session management, password reset, and user account operations.

Google Cloud Platform infrastructure patterns and best practices. Use when designing or implementing GCP solutions including Compute Engine, Cloud Functions, Cloud Storage, and BigQuery.

Use when working with SQLiteData library (@Table, @FetchAll, @FetchOne macros) for SQLite persistence, queries, writes, migrations, or CloudKit private database sync.

Test REST and GraphQL APIs for authentication bypasses, authorization flaws, IDOR, mass assignment, injection attacks, and rate limiting issues. Use when pentesting APIs or testing microservices security.

Adversarial quality gate agent for code review - finds flaws before users do

Infrastructure as Code for AI workloads using Terraform across AWS, Azure, GCP, and OCI with modules and best practices

Ubuntu server configuration via cloud-init and systemd. Use when writing cloud-init YAML, configuring systemd services, setting up nginx, or troubleshooting VM configuration issues.

Activate when users want to connect external data sources, cloud logs, SaaS applications, or third-party telemetry into LimaCharlie. Guides beginners through identifying requirements, obtaining credentials, and configuring adapters.

Adds .NET Aspire cloud-native orchestration to existing .NET solutions. Analyzes solution structure to identify services (APIs, web apps, workers), creates AppHost and ServiceDefaults projects, configures service discovery, adds NuGet packages, and sets up distributed application orchestration. Use when adding Aspire to .NET solutions or creating new cloud-ready distributed applications.

Guide for building applications on Cloudflare's edge platform. Use when implementing serverless functions (Workers), edge databases (D1), storage (R2, KV), real-time apps (Durable Objects), AI features (Workers AI, AI Gateway), static sites (Pages), or any edge computing solutions.

Configure Traefik labels for routing, SSL/TLS with LetsEncrypt, and advanced routing patterns including Cloudflare DNS challenge. Use when adding web access to Dokploy services.

Ensures proper cloud storage operations with retry logic, error handling, streaming, and efficient I/O patterns. Activates when users work with object_store for S3, Azure, or GCS operations.

Query and analyze Cloudflare Workers logs. Use for debugging workers, checking error rates, viewing request logs. Activates with phrases like "check worker logs", "what errors are in the worker", "cloudflare logs", "worker observability".

Automated cleanup of legacy GCP resources (GKE deployments, Cloud Run services, Artifact Registry images) with safety checks and cost tracking. Use when deploying new versions, ending sprints, or optimizing costs.

Test web applications for security vulnerabilities including SQLi, XSS, command injection, JWT attacks, SSRF, file uploads, XXE, and API flaws. Use when pentesting web apps, analyzing authentication, or exploiting OWASP Top 10 vulnerabilities.

Autonomous setup and management of external service monitoring using UptimeRobot (HTTP endpoint monitoring) and Healthchecks.io (heartbeat/Dead Man's Switch monitoring). Use when setting up monitoring for Cloud Run Jobs, VM services, or investigating monitoring configuration issues. Includes Pushover integration, validated API patterns, and dual-service architecture.

React + Vite + TailwindCSS frontend development in web/. Covers components, pages, routing, API client, Supabase auth, and Cloudflare Pages deployment. Port 5174 for local dev.

Use when building realtime features with rwsdk/RedwoodSDK on Cloudflare - covers WebSocket setup, Durable Objects configuration, bidirectional client-server updates, and scoped realtime groups. Triggers include collaborative editing, live updates, multi-user sync, or any feature needing push updates without polling.