CI/CD

Transform prompts into structured TCRO format with phase-specific clarification. Automatically invoked by /ai-eng/research, /ai-eng/plan, /ai-eng/work, and /ai-eng/specify commands. Use when refining vague prompts, structuring requirements, or enhancing user input quality before execution.

Master GitOps practices, CI/CD integration, Helm charts, Kustomize, and ArgoCD. Learn modern deployment patterns and infrastructure as code.

Tailwind CSS v4 styling for this project. Use when writing or modifying component styles, CSS classes, or theme configuration. Provides the project's semantic color system and v4-specific patterns.

Assistente para elaboração do PCA de Camocim (Lei 14.133).

ADHD-optimized task tracking and intervention system. Use when tracking tasks, detecting context switches, providing accountability interventions, or managing ADHD-specific productivity patterns for Ariel Shapira.

Build headless UI hooks that encapsulate data fetching, state management, routing, and mutations without UI rendering. The presenter layer in MVP architecture.Use when: building page-level hooks, creating domain-specific data hooks, separating application concerns from presentation, implementing the presenter layer, composing multiple data sources.

Implementar clientes de infraestrutura em infrastructure/. Use quando criar client externo, configuração, integração LLM, tracing, ou conexão com serviços fora do synth-lab.

DevOps expertise for deployment, CI/CD, infrastructure, and automation

Creates interactive HTML visualizations of project structure, dependencies, and statistics. Use when the user asks to visualize the project, create a project overview, or generate an HTML dashboard of the codebase.

Validate skill documents against PMC skill design principles.Checks format ownership, composite skill structure, and internal consistency.CHECKS:1. FORMAT OWNERSHIP - kb skill owns all format templates (kb/references/)2. COMPOSITE STRUCTURE - Steps must have associated skills, stage announcements3. INTERNAL CONSISTENCY - No gaps, broken references, or missing sectionsUse when:- Creating new skills- Reviewing existing skills- Periodic skill maintenance- User says "lint skills", "check skills", "validate skills"

CRITICAL - Guide for using Claudish CLI ONLY through sub-agents to run Claude Code with OpenRouter models (Grok, GPT-5, Gemini, MiniMax). NEVER run Claudish directly in main context unless user explicitly requests it. Use when user mentions external AI models, Claudish, OpenRouter, or alternative models. Includes mandatory sub-agent delegation patterns, agent selection guide, file-based instructions, and strict rules to prevent context window pollution.

[REPLACE] Plan changes, validate before execution, execute with verification. Use when [REPLACE with specific triggers].

Design systematic decision frameworks for selecting appropriate AI tools (Claude Code vs Gemini CLI)based on context requirements, codebase size, reasoning depth needs, and task complexity. Use thisskill when starting projects with unclear tool requirements, optimizing context-constrained workflows,or designing multi-phase strategies that leverage multiple tools' strengths. This skill helps matchtool capabilities to task characteristics, preventing wasted context and ensuring optimal resourceallocation.

Interpretive guidance for generating OpenSCAD code for OpenGrid/MultiConnect wall-mounted organizers. Provides pattern selection frameworks, mounting system integration, and dimensional constraints specific to this ecosystem. Use when generating OpenSCAD files for OpenGrid items.

Designs and implements Extract, Transform, Load pipelines for data processing

Guides Rust backend test development with testcontainers, mockall, and axum-test. Use when writing integration tests, mocking dependencies, testing HTTP handlers, or setting up test infrastructure for Axum/SQLx projects.

Patterns for invoking and coordinating Automatasaurus agents. Use when delegating tasks to specialist agents.

Ability to analyse, design, optimise, and improve systems that integrate people, processes, technology, and resources to meet defined performance, quality, cost, and safety requirements. Includes applying engineering, statistical, and systems methods to model workflows, identify inefficiencies, evaluate trade-offs, and implement improvements across operations and supply chains. Applies across manufacturing, services, logistics, healthcare, and infrastructure contexts and is independent of specific tools or industries, with human accountability retained for decisions, outcomes, and impacts.

Build production-ready Flutter apps for Android/iOS using feature-first architecture. Covers project setup, UI patterns, state management (Riverpod/BLoC), navigation (go_router), testing (TDD with mocktail), and deployment. Use when creating Flutter projects, implementing features, debugging Flutter issues, or making architectural decisions.

Generates Soracom documentation (JP user guide for website-users Hugo site + EN developer guide for website-developers Grav site). Use when creating user guides, API reference, FAQ content, or any customer-facing documentation.