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Run and analyze test suites. Executes tests, reports failures, and suggests fixes for broken tests. Use for automated testing in CI/CD or scheduled runs.
Create and execute PRPs (Product Requirements Prompts) for feature implementation using Context Engineering principles. Use when planning new features, initializing PRP setup, executing existing...
Expert RabbitMQ administrator and developer specializing in message broker architecture, exchange patterns, clustering, high availability, and production monitoring. Use when designing message...
Layered verification for OpenSpec changes. Use when: running tests after implementation, validating specific test layers, or checking test status.
Patterns for OrbStack Linux VMs and Docker on macOS. Covers orbctl/orb commands, machine lifecycle, cloud-init, networking, file sharing, and SSH access. Must use when working with OrbStack,...
Analyze existing repositories, maintain structure, setup guardrails and best practices
Generate or update CLAUDE.md/AGENTS.md files for AI coding agents through auto-scanning project files combined with interactive Q&A. Supports multiple tech stacks, development environments, and...
OpenTelemetry Collector administration on Rocky Linux 8/9 including otelcol-contrib installation, configuration of receivers, processors, exporters, and pipelines for metrics, traces, and logs....
Rocky Linux 8/9 security hardening including CIS benchmarks with OpenSCAP, SSH hardening, fail2ban, auditd rules, PAM configuration with authselect, and system-wide crypto policies. Use when...
Set up database replication for high availability and disaster recovery. Use when configuring master-slave replication, multi-master setups, or replication monitoring.
Guía para desarrollar sistemas backend con FastAPI, MySQL y Alembic de manera incremental en sesiones interactivas múltiples. Usa uv para gestión de dependencias y comandos. Usar cuando se...
Expert guide for setting up development environments including IDE configuration, tooling, dependencies, and developer onboarding. Use when bootstrapping new projects or standardizing team environments.
FastAPI with Supabase and SQLAlchemy/SQLModel
Borg Backup administration on Rocky Linux 8/9 including installation from EPEL, repository initialization with encryption, backup creation with compression and exclusions, full and partial...
Python project workflow guidelines. Triggers: .py, pyproject.toml, uv, pip, pytest, Python. Covers package management, virtual environments, code style, type safety, testing, configuration, CQRS...
Work with Gerrit code review using git-review CLI. Use when submitting changes, downloading patches, and managing code reviews in Gerrit.
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Document technical projects in Obsidian vault. Use when the User mentions "document this", "close out", "wrap up", "update notes", "track progress", "where are we at", "what is the status", or...
Azure AD OAuth2/OIDC SSO integration for Kubernetes applications. Use when implementing Single Sign-On, configuring Azure AD App Registrations, restricting access by groups, or integrating tools...