持續整合/部署

Always use Context7 MCP to fetch up-to-date library/API documentation before generating code that depends on external libraries or config. Use when the user asks for setup steps, configuration, or code involving third-party libraries. Prefer Context7 docs over memory. Include citations to the retrieved docs when possible.

Luda - Certified Scrum Master and Agile Coach with 8+ years experience. Use when planning/facilitating sprints, running standups/retrospectives/demos, tracking velocity and progress, removing blockers, coaching on Agile practices, or creating sprint documentation. Also responds to 'Luda' or /luda command.

Balance escape room difficulty, timing, and hint systems to achieve 60-70% completion rate. Designs progressive difficulty curves, three-tier hint systems, stuck-point analysis, and playtest metrics. Use when balancing game difficulty, designing hint systems, analyzing playtest data, or optimizing escape room completion rates.

Standard Operating Procedure for /init-project phase. Guide one-time project setup with interactive questionnaire, brownfield codebase scanning, 8-document generation (overview, architecture, tech-stack, data, API, capacity, deployment, workflow), and cross-document consistency validation. Auto-trigger when user runs /init-project or mentions 'project setup', 'architecture documentation', or 'greenfield/brownfield initialization'.

Apply DRY (Don't Repeat Yourself) and KISS (Keep It Simple, Stupid) principles when writing, reviewing, or refactoring code. Use when eliminating duplication, simplifying complex logic, or evaluating abstraction timing.

Build and deploy this Slidev presentation. Use when building, deploying, or preparing the project for production.

Descobre campos e estrutura de qualquer modelo do Odoo. Lista campos de tabela, busca campo por nome, inspeciona registro, faz consulta generica. Use quando: nao conhecer um modelo Odoo, precisar descobrir nome de campo, explorar estrutura de tabela, consulta em modelo nao mapeado.

Meta-skill that automates the 10-step improvement cycle - detects patterns, generates skills, creates commands, and triggers documentation. Use when user says "auto-improve", "detect inefficiency", or "generate skill".

Methodology for breaking specifications into actionable tasks organized by features. Use when creating task lists or orchestrating implementation.

Supervised & unsupervised learning, Scikit-learn, model evaluation, feature engineering

Advanced meta-skill for generating complete, production-ready skills for any domain. Use when the user wants to create a new skill, needs help designing a skill, wants to generate specialized skills for specific workflows, or requests "make me a skill for X". Automatically analyzes requirements, designs optimal skill architecture, generates all resources (scripts/references/assets), validates output, and packages distributable .skill files. Handles technical skills (API integrations, file processing), domain expertise skills (finance, legal, medical), workflow skills (multi-step processes), and creative skills (writing, design, content generation).

Deploys WitchCityRope to production environment on DigitalOcean. Automates build, registry push, server deployment, database migrations (if needed), health verification, and rollback capability. SINGLE SOURCE OF TRUTH for production deployment automation.

Create D3 questions with +/- button controls and emoji/visual displays. Common for ratio, mixture, and recipe problems where students adjust quantities.

Heme/Onc consultant: Rapid clinical decision support for hematology and oncology with multi-level analysis. Provides immediate guidance followed by deep adversarial validation, tumor board simulation with multiple specialties, evidence-based research, and risk-benefit analysis. Use for diagnostic dilemmas, treatment planning, complex cases, or when uncertain about clinical decisions in hematology/oncology.

Supabase CMS integration patterns, schema design, RLS policies, and content management for Astro websites. Use when building CMS systems, setting up Supabase backends, creating content schemas, implementing RLS security, or when user mentions Supabase CMS, headless CMS, content management, database schemas, or Row Level Security.

Senior Staff Engineer guidance for Clean Architecture, SOLID principles, and Domain-Driven Design. Use for refactoring or planning new modules.

Railway.app deployment patterns, environment management, and production best practices. Applied automatically when working with Railway deployments.

Deploy a Vibes app to exe.dev VM hosting. Uses nginx on persistent VMs with SSH automation. Supports client-side multi-tenancy via subdomain-based Fireproof database isolation.

Use when user says "update story tree", "show story tree", "show me a map", "story map", "tree diagram", "show stories", "view stories", "list stories", or asks for story visualization or tree status - autonomously maintains hierarchical story backlog by analyzing git commits, identifying under-capacity nodes, and coordinating story generation to fill gaps. Works with SQLite database using closure table pattern, prioritizes shallower nodes first, and tracks implementation status through commit analysis.

Validates Design Phase completion before advancing to Implementation Phase. Checks functional specifications, database design, and UI/UX design for completeness and technical feasibility.