AI-powered CI Gatekeeper Agent that enforces observability standards in CI/CD pipelines. Use when: (1) Generating GitHub Actions/Jenkins pipelines for observability gates, (2) Configuring progressive enforcement policies, (3) Validating schema compatibility in CI, (4) Generating gate status reports. Triggers: "create observability gate", "configure CI enforcement", "generate gate policy", "check observability compliance".
Code refactoring patterns and techniques for improving code quality without changing behavior. Use for cleaning up legacy code, reducing complexity, or improving maintainability.
DevOps and Infrastructure as Code best practices. Use when reviewing Dockerfiles, Kubernetes manifests, Terraform configurations, Helm charts, CloudFormation templates, or GitHub Actions workflows. Provides IaC security patterns and operational guidance.
Object-oriented design principles including object calisthenics, dependency inversion, fail-fast error handling, feature envy detection, and intention-revealing naming. Activates during code refactoring, design reviews, or when user requests design improvements.
IBL5 module refactoring using interface-driven architecture pattern with Repository/Service/View separation. Use when refactoring legacy PHP-Nuke modules to modern PHP.
Authentication and authorization patterns using Clerk and RBAC
Testing patterns and best practices for Splits Network services and apps
ASP.NET Core Minimal APIs patterns for endpoints, DTOs, validation, and service integration. Use when implementing API endpoints, defining request/response contracts, or structuring API projects with clean separation of concerns.
Kubernetes deployment and infrastructure patterns
Use this when asked to make changes to or reason about a domain capability, handler, query, command, action, model or service.
Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing GitOps practices.
Event-driven architecture patterns for RabbitMQ-based service coordination
Track complex, multi-session work with dependency graphs using bd (beads) issue tracker. Git-backed JSONL files are the source of truth, with SQLite as local cache. Use when work spans multiple sessions, has complex dependencies, or requires persistent context across compaction cycles. For simple single-session linear tasks, TodoWrite remains appropriate.
Configure CI/CD pipelines, troubleshoot test failures, set up pre-commit hooks, and manage GitHub Actions for trading indicator development. Use when setting up testing infrastructure, diagnosing build failures, configuring branch protection, or running tests locally. Triggers: "CI failing", "set up tests", "pre-commit hooks", "GitHub Actions", "Docker testing".
Designs feature architectures by analyzing existing codebase patterns and conventions, then providing comprehensive implementation blueprints with specific files to create/modify, component designs, data flows, and build sequences
GitHub Actions and CI/CD best practices for automated testing, building, and deployment.
Full-stack debugging specialist for Faiston NEXO. Use when encountering errors, bugs, test failures, or unexpected behavior in Frontend (React, TypeScript, Vite), Backend (FastAPI, Lambda), Agents (Google ADK, AgentCore), AWS (S3, Cognito, CloudFront), or Terraform.
Tech stack, project structure, and coding standards for building SaaS applications. Based on proven architecture from entiendetunomina and valuebetanalytics. Use this skill for all new projects and when generating code to ensure consistency with established patterns and technologies.
Performance optimization patterns for backend services and frontend apps
