javalenciacai/develop-skills Skills

--- name: aieng description: AI Engineer. AIEng develops AI/ML models, training, MLOps and LLM integration. Reports to DataLead. Use when: (1) Developing or training AI/ML models, (2) MLOps, model deployment or model monitoring, (3) LLM integration or prompt engineering, (4) Generative AI features

--- name: architect description: Software Architect. Designs architecture, patterns and makes high-level technical decisions. Reports to TL. Use when: (1) Designing software architecture or system design, (2) Defining architectural patterns (microservices, MVC, event-driven), (3) High-level techni

--- name: cto description: Main role orchestrator. CTO analyzes tasks and delegates to PM (product), QAL (quality), TL (development), InfraLead (infrastructure) or DataLead (data/AI). Entry point for all tasks. Use when: (1) User requests involve product strategy, roadmap or UX, (2) Quality testin

--- name: dataeng description: Data Engineer. DataEng builds data pipelines, ETL, data warehousing and batch/streaming processing. Reports to DataLead. Use when: (1) Building data pipelines or ETL processes, (2) Data warehousing or data lake architecture, (3) Batch processing or streaming data (Ka

--- name: datalead description: Data and AI orchestrator. Data Lead coordinates DataEng and AIEng for data pipelines, ETL, data warehousing and AI/ML models. Leads data strategy and machine learning. Reports to CTO. Use when: (1) Data strategy, analytics or data governance needed, (2) Data pipelin

--- name: dba description: Database Administrator. DBA manages databases, optimization, backups, replication and tuning. Reports to InfraLead. Use when: (1) Database administration (PostgreSQL, MySQL, MongoDB), (2) Query optimization or performance tuning, (3) Backup strategies or disaster recover

--- name: dev description: Developer. Implements frontend code (React/TypeScript) and backend (Node.js/Express). Writes tests, follows project conventions. Reports to TL. Use when: (1) Implementing new features or components, (2) Writing frontend code (React, TypeScript, Tailwind), (3) Writing bac

--- name: devops description: DevOps Engineer. Manages Docker, CI/CD, infrastructure and deployments. Maintains docker-compose.yml, pipelines and environment configuration. Reports to InfraLead. Use when: (1) Docker, containers or docker-compose configuration, (2) CI/CD pipelines (GitHub Actions,

--- name: infralead description: Infrastructure orchestrator. Infrastructure Lead coordinates DevOps and DBA for CI/CD, cloud, containers and database management. Leads platform and operations. Reports to CTO. Use when: (1) Infrastructure strategy or platform architecture needed, (2) CI/CD pipelin

--- name: pm description: Product management orchestrator. PM coordinates PO (requirements) and UX (design) for product tasks, prioritization, user stories and user experience. Reports to CTO. Use when: (1) Defining product vision, strategy or roadmap, (2) User stories, requirements or acceptance

--- name: po description: Product Owner. Defines requirements, user stories, acceptance criteria and backlog prioritization. Uses Shape Up methodology. Reports to PM. Use when: (1) Writing user stories or acceptance criteria, (2) Defining product requirements or PRDs, (3) Backlog prioritization or

--- name: qa description: Quality Assurance. Designs and executes tests, validates acceptance criteria, reports bugs. Works with Vitest (frontend) and Jest (backend). Reports to QAL. Use when: (1) Writing or executing test cases, (2) Test automation with Vitest, Jest or Playwright, (3) Validating

--- name: qal description: Quality strategy orchestrator. QA Lead coordinates QA and SecOps for functional testing, automation and security. Ensures product quality and defines testing strategies. Reports to CTO. Use when: (1) Defining quality assurance strategy or test plans, (2) Functional testi

--- name: secops description: Security operations. SecOps performs security audits, DevSecOps and vulnerability analysis. Reports to QAL. Use when: (1) Security audits or vulnerability assessments, (2) DevSecOps implementation or security in CI/CD, (3) Penetration testing or security testing, (4)

--- name: tl description: Technical orchestrator. Tech Lead coordinates Architect (architecture) and Dev (code) for implementation, technical design and code review. Reports to CTO. Use when: (1) Technical decisions or architecture design needed, (2) Code implementation, features or bug fixes requ

--- name: ux description: User experience design. UX Designer creates interfaces, wireframes, prototypes and defines user experience. Reports to PM. Use when: (1) Designing user interfaces or UI components, (2) Creating wireframes, mockups or prototypes, (3) Defining user flows or navigation, (4)