
Business domain knowledge for Specwright Web UI
Ruby on Rails backend development patterns for [PROJECT_NAME]
# [SKILL_NAME] - Backend Logic Implementation > **Role:** Backend Logic Implementer > **Domain:** Business Logic & Domain Models > **Created:** [CURRENT_DATE] ## Quick Reference <!-- This section is extracted by Orchestrator for task prompts (~50-100 lines) --> **When to use:** Service Objects, Business Logic, Domain Models, Use Cases, Validation **Key Patterns:** 1. **Service Object Pattern** - One class per use case - `call` method as entry point - Dependency injection for repos
# Pattern Enforcement Skill > Skill: Pattern Enforcement > Role: Architect > Created: 2026-01-09 > Version: 1.0.0 ## Purpose Ensures architectural patterns, design principles, and code organization standards are consistently followed across the codebase. Acts as the guardian of architectural integrity. ## When to Activate This Skill **Trigger Conditions:** - Code review requests - Feature implementation reviews - Refactoring proposals - Architecture violation detection - New component/modul
# Observability Management Skill > Template for Monitoring, Logging, and Alerting Specialists > Version: 1.0.0 > Created: 2026-01-09 ## Skill Purpose Implement comprehensive observability with monitoring, structured logging, distributed tracing, and proactive alerting to maintain system reliability and quickly diagnose issues. ## When to Activate This Skill **Activate when:** - Setting up application monitoring - Implementing structured logging - Creating alerting rules - Debugging producti
# API Documentation Skill > Skill: api-documentation > Created: 2026-01-09 > Agent: documenter > Category: Documentation ## Purpose Create comprehensive API documentation compatible with OpenAPI/Swagger standards. Generates clear, accurate documentation for REST and GraphQL APIs with examples, schemas, and interactive testing capabilities. ## When to Activate **Trigger Conditions:** - After new API endpoint implementation - After API endpoint modifications - Before API version release - Whe
# Acceptance Testing Skill > Template for Product Owner acceptance criteria validation and user acceptance testing > Created: 2026-01-09 > Version: 1.0.0 ## Skill Name **acceptance-testing** - Master acceptance criteria definition and user acceptance testing execution ## Purpose Enable systematic validation that developed features meet user needs and business requirements through well-defined acceptance criteria and structured user acceptance testing (UAT). ## When to Activate Activate this
Angular frontend development patterns for [PROJECT_NAME]
# API Bridge Building > Skill Template: Frontend Development > Category: Frontend-Backend Integration > Version: 1.0.0 > Created: 2026-01-09 ## Purpose Design and implement robust frontend-backend API integrations with proper error handling, caching, authentication, and type safety. ## When to Activate Activate this skill when: - Integrating with REST APIs - Implementing GraphQL clients - Building API client libraries - Handling authentication flows - Implementing request/response intercept
# API Designing Skill > Skill: API Designing > Role: Architect > Created: 2026-01-09 > Version: 1.0.0 ## Purpose Designs RESTful, GraphQL, or other API architectures that are intuitive, consistent, scalable, and maintainable. Ensures APIs follow industry best practices and project conventions. ## When to Activate This Skill **Trigger Conditions:** - New API endpoint design - API versioning requirements - API documentation needs - Breaking change evaluation - API performance optimization - T
--- name: [PROJECT]-api-patterns description: [PROJECT] REST API implementation patterns and conventions globs: ["**/*.{java,ts,js,py,rb,go}"] --- # API Implementation Patterns > **Template for project-specific API implementation skill** > Fill in [CUSTOMIZE] sections with your project's detected or chosen patterns **Project**: [PROJECT NAME] **Framework**: [CUSTOMIZE: Spring Boot / Express.js / FastAPI / Django / Ruby on Rails / Gin] **Language**: [CUSTOMIZE: Java / TypeScript / Python / Rub
Express.js + TypeScript backend development patterns for Agent OS Web UI
# Backlog Organization Skill > Template for Product Owner backlog management and prioritization > Created: 2026-01-09 > Version: 1.0.0 ## Skill Name **backlog-organization** - Master backlog management, prioritization, and roadmap alignment ## Purpose Enable systematic backlog organization using MoSCoW prioritization, epic/story hierarchy, and sprint planning to maintain a healthy, actionable product backlog. ## When to Activate Activate this skill when: - Creating or reorganizing the produ
# Changelog Generation Skill > Skill: changelog-generation > Created: 2026-01-09 > Agent: documenter > Category: Documentation ## Purpose Generate CHANGELOG.md entries following the Keep a Changelog format. Creates clear, user-facing descriptions of changes organized by version and change type. ## When to Activate **Trigger Conditions:** - After story completion and feature merge - Before release/deployment - When documenter agent needs to document changes - After bug fixes or feature updat
# Code Documentation Skill > Skill: code-documentation > Created: 2026-01-09 > Agent: documenter > Category: Documentation ## Purpose Analyze code and add comprehensive inline documentation including comments, docstrings, type hints, and annotations. Makes code self-documenting and maintainable for future developers. ## When to Activate **Trigger Conditions:** - After new code implementation - When code lacks documentation - Before code review - When documenter agent documents codebase **A
--- name: [PROJECT]-component-patterns description: [PROJECT] frontend component architecture and patterns globs: ["**/*.{tsx,jsx,ts,js,vue,svelte}"] --- # Component Architecture Patterns > **Template for project-specific component patterns skill** > Fill in [CUSTOMIZE] sections with your project's detected or chosen patterns **Project**: [PROJECT NAME] **Framework**: [CUSTOMIZE: React / Angular / Vue / Svelte / SolidJS] **Language**: [CUSTOMIZE: TypeScript / JavaScript] **Last Updated**: [DA
# Data Analysis Skill > Template for Product Owner user metrics analysis and product analytics > Created: 2026-01-09 > Version: 1.0.0 ## Skill Name **data-analysis** - Expert product analytics, user metrics interpretation, and data-driven decision making ## Purpose Enable Product Owners to analyze user behavior, interpret product metrics, validate hypotheses, and make informed prioritization decisions based on quantitative and qualitative data. ## When to Activate Activate this skill when:
# Dependency Checking Skill > Skill: Dependency Checking > Role: Architect > Created: 2026-01-09 > Version: 1.0.0 ## Purpose Evaluates external dependencies (libraries, frameworks, APIs, services) for security, reliability, maintenance status, and architectural fit. Ensures dependencies align with project standards and minimize risk. ## When to Activate This Skill **Trigger Conditions:** - Adding new external library or package - Evaluating third-party API integration - Security vulnerabili
# [SKILL_NAME] - Dependency Management > **Role:** Platform Dependency Analyst > **Domain:** Module Dependencies & Build Order > **Created:** [CURRENT_DATE] ## Purpose Analyze, document, and manage dependencies between modules in multi-module platforms. Identify critical paths, prevent circular dependencies, and structure implementation phases based on dependency graphs. ## When to Activate **Use this skill for:** - Analyzing module dependencies - Creating dependency graphs - Identifying ci
Design system extraction guidance from URLs and screenshots
Domain knowledge and business processes for [PROJECT_NAME]
Lit Web Components development patterns for Agent OS Web UI
# Generic Skill Template > Skill: [SKILL_NAME] > Role: [AGENT_ROLE] > Created: [DATE] > Version: 1.0.0 ## Purpose [Clear description of what this skill enables the agent to do] ## When to Activate This Skill **Trigger Conditions:** - [Condition 1] - [Condition 2] - [Condition 3] **Context Signals:** - "[Keyword or phrase that indicates need]" - "[File pattern or code pattern]" - "[User request pattern]" ## Core Capabilities ### 1. [Capability Name] [What this capability does] **Specific
# Infrastructure Provisioning Skill > Template for Infrastructure as Code (IaC) Specialists > Version: 1.0.0 > Created: 2026-01-09 ## Skill Purpose Design, provision, and manage cloud infrastructure using Infrastructure as Code principles with Terraform, Docker, and container orchestration for reproducible, scalable deployments. ## When to Activate This Skill **Activate when:** - Setting up new cloud infrastructure - Migrating infrastructure between providers - Containerizing applications -
# [SKILL_NAME] - External Integration Adapter > **Role:** External Integration Specialist > **Domain:** API Clients & Third-Party Services > **Created:** [CURRENT_DATE] ## Purpose Handle all external service integrations, API clients, webhooks, and third-party service communication. Focus on reliable integration, error handling, rate limiting, and service resilience. ## When to Activate **Use this skill for:** - External API client implementation - Third-party service integration - Webhook
# Interaction Designing > Skill Template: Frontend Development > Category: UX Patterns, Forms & Accessibility > Version: 1.0.0 > Created: 2026-01-09 ## Purpose Design and implement user interactions with focus on usability, accessibility, form validation, user feedback, and inclusive design patterns. ## When to Activate Activate this skill when: - Building form interfaces with validation - Implementing interactive UI patterns - Ensuring accessibility (a11y) compliance - Creating user feedba
Interactive housekeeping workflow for managing, archiving, and maintaining the persistent Memory database
NestJS backend development patterns for [PROJECT_NAME]
# Pipeline Engineering Skill > Template for CI/CD Pipeline Specialists > Version: 1.0.0 > Created: 2026-01-09 ## Skill Purpose Design, implement, and maintain CI/CD pipelines that automate testing, building, and deployment processes with zero-downtime strategies and comprehensive quality gates. ## When to Activate This Skill **Activate when:** - Setting up new project CI/CD workflows - Migrating between CI/CD platforms - Implementing deployment automation - Adding quality gates to pipelines
Universal quality standards and checklists for Agent OS Web UI
Universal quality standards and checklists for [PROJECT_NAME]
# Quality Metrics Skill > Role: QA Engineer - Quality Metrics & Reporting > Created: 2026-01-09 > Purpose: Track, analyze, and report quality metrics to ensure code quality standards and continuous improvement ## Skill Activation Activate this skill when: - Setting up code coverage and quality tracking - Configuring quality gates in CI/CD - Analyzing test effectiveness and trends - Reporting quality metrics to stakeholders - Identifying areas for test improvement - Tracking technical debt and
# Regression Testing Skill > Role: QA Engineer - Regression Testing & Continuous Testing > Created: 2026-01-09 > Purpose: Maintain comprehensive regression test suites and ensure continuous testing throughout development lifecycle ## Skill Activation Activate this skill when: - Setting up regression test suites for new projects - Maintaining and updating existing regression tests - Planning regression testing for releases - Optimizing regression test execution - Addressing test failures and f
# Requirements Engineering Skill > Template for Product Owner requirements gathering and user story writing > Created: 2026-01-09 > Version: 1.0.0 ## Skill Name **requirements-engineering** - Expert requirements elicitation, documentation, and user story crafting ## Purpose Enable systematic requirements gathering from stakeholders, users, and business needs, transforming them into clear, actionable user stories with well-defined acceptance criteria. ## When to Activate Activate this skill
Interactive workflow for saving session knowledge to persistent memory with structured topics and tags
# Security Guidance Skill > Skill: Security Guidance > Role: Architect > Created: 2026-01-09 > Version: 1.0.0 ## Purpose Provides security expertise and guidance across all aspects of application development. Identifies vulnerabilities, recommends security best practices, and ensures secure architecture and implementation patterns. ## When to Activate This Skill **Trigger Conditions:** - Authentication/authorization design - Data handling and storage decisions - API security review - Third-
# Security Hardening Skill > Template for Security Specialists (HTTPS, Secrets, Scanning) > Version: 1.0.0 > Created: 2026-01-09 ## Skill Purpose Implement comprehensive security measures including HTTPS/TLS, secrets management, vulnerability scanning, authentication hardening, and compliance with security best practices. ## When to Activate This Skill **Activate when:** - Setting up SSL/TLS certificates - Configuring secrets management - Implementing security headers - Running security aud
Spring Boot backend development patterns for [PROJECT_NAME]
# State Management > Skill Template: Frontend Development > Category: Application State & Data Flow > Version: 1.0.0 > Created: 2026-01-09 ## Purpose Implement scalable state management patterns for frontend applications using modern state management libraries, reactive programming, and data flow architectures. ## When to Activate Activate this skill when: - Designing application state architecture - Implementing global state management - Managing complex data flows - Synchronizing client a
# [SKILL_NAME] - System Integration Patterns > **Role:** Platform Integration Architect > **Domain:** Multi-Module Communication & Integration > **Created:** [CURRENT_DATE] ## Purpose Design and implement integration patterns for multi-module platforms. Focus on how modules communicate, share data, and maintain loose coupling while ensuring reliability and performance. ## When to Activate **Use this skill for:** - Designing module-to-module communication - Choosing integration patterns (RES
# [SKILL_NAME] - Backend Test Engineering > **Role:** Backend Testing Specialist > **Domain:** Unit, Integration & E2E Testing > **Created:** [CURRENT_DATE] ## Purpose Design and implement comprehensive backend testing strategies including unit tests, integration tests, and end-to-end tests. Focus on test quality, coverage, maintainability, and fast feedback loops. ## When to Activate **Use this skill for:** - Writing unit tests for business logic - Creating integration tests for database o
--- name: [PROJECT]-testing-strategies description: [PROJECT] testing patterns and quality assurance strategies globs: ["**/*.{test,spec}.{ts,js,java,py,rb}", "**/test/**/*", "**/tests/**/*"] --- # Testing Strategies > **Template for project-specific testing strategies skill** > Fill in [CUSTOMIZE] sections with your project's testing stack and patterns **Project**: [PROJECT NAME] **Last Updated**: [DATE] --- ## Testing Philosophy **Coverage Target**: [CUSTOMIZE: 80% / 85% / 90%] **Testin
# UI Component Architecture > Skill Template: Frontend Development > Category: Component Design & Composition > Version: 1.0.0 > Created: 2026-01-09 ## Quick Reference <!-- This section is extracted by Orchestrator for task prompts (~50-100 lines) --> **When to use:** UI Components, Props Design, Component Composition, Layout **Key Patterns:** 1. **Component Structure** - One component per file - Props interface at top - Hooks grouped together - Event handlers as separate funct
UX pattern definition guidance for navigation, user flows, interactions, and accessibility
Vue.js frontend development patterns for [PROJECT_NAME]
Software Architect technical refinement and DoR/DoD for [PROJECT_NAME]
DevOps patterns for Docker and GitHub Actions for [PROJECT_NAME]
# Test Automation Skill > Role: QA Engineer - Test Automation > Created: 2026-01-09 > Purpose: Design, implement, and maintain automated test suites across unit, integration, and E2E levels ## Skill Activation Activate this skill when: - Implementing automated tests for new features - Refactoring or improving existing test suites - Setting up test automation infrastructure - Debugging failing automated tests - Optimizing test execution speed - Implementing TDD or BDD workflows - Converting ma
Software Architect technical refinement and DoR/DoD for Agent OS Web UI
--- name: [SKILL_NAME] description: "[SKILL_DESCRIPTION] Use when: (1) [TRIGGER_1], (2) [TRIGGER_2], (3) [TRIGGER_3]" version: 1.0 created: [CURRENT_DATE] encoding: UTF-8 [globs_section] always_apply: [false_or_true] --- # [SKILL_NAME] > [LONGER_DESCRIPTION_OF_WHAT_THIS_SKILL_PROVIDES] ## Activation This skill activates via: - **Auto-Load**: For files matching `[GLOB_PATTERNS]` - **Explicit**: When explicitly invoked by name - **Always**: [always_apply value] ### File Patterns (Auto-Load)
Product strategy guidance for interactive product definition and brief creation
Interactive workflow for recalling and browsing persistent memory entries from the Memory database
# [SKILL_NAME] - Platform Scalability > **Role:** Platform Scalability Architect > **Domain:** Performance, Load Handling & Growth Strategy > **Created:** [CURRENT_DATE] ## Purpose Design and implement scalability strategies for multi-module platforms. Plan for growth, handle increasing load, optimize performance, and ensure platform can scale horizontally and vertically. ## When to Activate **Use this skill for:** - Scalability strategy planning - Load testing and capacity planning - Datab
# [SKILL_NAME] - Modular Architecture > **Role:** Modular Architecture Designer > **Domain:** Module Boundaries & Platform Structure > **Created:** [CURRENT_DATE] ## Purpose Design modular platform architectures with clear module boundaries, well-defined interfaces, and appropriate coupling strategies. Balance modularity with simplicity and operational complexity. ## When to Activate **Use this skill for:** - Defining module boundaries - Choosing architecture patterns (Monolith, Microservic
# DevTeam Orchestration Skill > **Skill Type:** Orchestration > **Agent:** Claude Code (Main Agent) > **Auto-Load:** Yes (at start of /execute-tasks) > **Priority:** Critical > **Version:** 1.0.0 ## Purpose This skill enables Claude Code to orchestrate the entire DevTeam workflow by managing the Kanban board, assigning stories to specialized agents, tracking dependencies, enforcing quality gates, and ensuring smooth handovers between agents. **Key Responsibility:** You are the strategic brai
React frontend development patterns for [PROJECT_NAME]
--- name: [PROJECT]-file-organization description: [PROJECT] file and directory structure conventions and enforcement globs: ["**/*"] --- # File Organization Patterns > **Template for project-specific file organization skill** > Define WHERE every type of file belongs in your codebase **Project**: [PROJECT NAME] **Structure Type**: [CUSTOMIZE: Monorepo / Multi-repo / Monolith / Microservices] **Last Updated**: [DATE] --- ## Project Root Structure **[CUSTOMIZE WITH YOUR PROJECT LAYOUT]** `
# Test Strategy Skill > Role: QA Engineer - Test Strategy & Planning > Created: 2026-01-09 > Purpose: Define comprehensive testing strategies and coordinate test planning across the project lifecycle ## Skill Activation Activate this skill when: - Planning testing approach for new features or projects - Defining test coverage requirements and acceptance criteria - Creating test plans for releases or sprints - Establishing testing standards and quality gates - Coordinating testing activities a
# User Guide Writing Skill > Skill: user-guide-writing > Created: 2026-01-09 > Agent: documenter > Category: Documentation ## Purpose Write clear, user-facing feature documentation that helps end users understand and use features effectively. Focuses on "how-to" guides, tutorials, and feature overviews in accessible language. ## When to Activate **Trigger Conditions:** - After feature completion and testing - After UI/UX changes - When new user workflows are implemented - When documenter ag
# [SKILL_NAME] - Database Persistence Adapter > **Role:** Database Operations Specialist > **Domain:** Data Access & ORM Management > **Created:** [CURRENT_DATE] ## Quick Reference <!-- This section is extracted by Orchestrator for task prompts (~50-100 lines) --> **When to use:** Database Queries, Models, Migrations, Repositories, ORM **Key Patterns:** 1. **Repository Pattern** - One repository per aggregate root - Abstract DB access from business logic - Return domain objects, n
# Data Modeling Skill > Skill: Data Modeling > Role: Architect > Created: 2026-01-09 > Version: 1.0.0 ## Purpose Designs database schemas, data structures, and relationships that are normalized, performant, scalable, and maintainable. Ensures data integrity, optimizes queries, and plans for future growth. ## When to Activate This Skill **Trigger Conditions:** - New feature requiring database changes - Database schema design - Data migration planning - Query performance optimization - Data i
--- name: [PROJECT]-deployment-patterns description: [PROJECT] CI/CD pipeline and deployment automation patterns globs: [".github/workflows/**/*.yml", ".gitlab-ci.yml", "Jenkinsfile", "**/Dockerfile", "docker-compose.yml"] --- # Deployment Automation Patterns > **Template for project-specific deployment patterns skill** > Fill in [CUSTOMIZE] sections with your project's deployment infrastructure **Project**: [PROJECT NAME] **Platform**: [CUSTOMIZE: GitHub Actions / GitLab CI / Jenkins / Circl
Architecture pattern recommendation and decision documentation guidance
Kritischer Review eines Implementierungsplans mit Self-Review und Minimalinvasiv-Analyse. Nutze diesen Skill wenn du einen bestehenden Plan reviewen, optimieren oder den "Kollegen-Review-Prozess" durchführen möchtest.
Denkt wie die innovativsten Köpfe der Softwareentwicklung, blickt in die Zukunft und schlägt unkonventionelle Lösungen für Wow-Effekte vor.
Session Handoff: Erstellt eine vollständige Zusammenfassung der aktuellen Session für einen sauberen Kontextwechsel. NUR bei explizitem Aufruf (/session-handoff). NICHT automatisch auslösen. Geeignet wenn der User die Session resetten will, den Kontext aufräumen will, oder bei ~120k Tokens angelangt ist.
Pre-Mortem Risk Analysis: Strukturierte Prospective-Hindsight-Übung um launch-blocking Risiken vor Commitment aufzudecken. Team stellt sich vor, das Produkt sei 14 Tage nach Launch gefloppt, und arbeitet rückwärts. Klassifiziert Risiken in Tigers (echt), Paper Tigers (hypothetisch), Elephants (unausgesprochen). Nutze diesen Skill vor Build-Commitment, bei zu hoher Stakeholder-Confidence, vor Major-Releases, oder wenn das Team vage Sorgen nicht artikulieren kann. Trigger: /pre-mortem, 'pre-mortem', 'risk analysis', 'was könnte schiefgehen', 'risiken vor launch'.
Tech stack recommendation and project standards generation guidance
Product Owner requirements gathering and story creation for [PROJECT_NAME]
Product Owner requirements gathering and story creation for Agent OS Web UI
Six-Sigma Atomicity Validator for create-spec stories