Documentation

Create well-structured user stories with clear acceptance criteria in 'As a/I want/So that' format for team communication

Generate requirements-based test cases from Gherkin user stories using BDD methodology. Use this skill when the user asks to create test cases, generate test cases from user stories, analyze requirements for testing, convert user stories to test cases, or work with files in docs/user-stories/. This skill performs comprehensive requirement analysis and outputs Azure DevOps-compatible CSV test case files with proper formatting for import.

Look up GDScript and Godot Engine documentation using Deepwiki and Context7.Use when you need to find implementation approaches, APIs, or code examples for Godot projects.

Comprehensive assistance with godot_docs

Implement robust error handling with user-friendly messages, specific exception types, centralized handling, and graceful degradation. Use this skill when adding try-catch blocks, error boundaries, or exception handling. When creating custom error types or exception classes. When deciding where to handle errors (controller vs. service layer). When writing user-facing error messages. When implementing retry logic with exponential backoff. When ensuring resources are cleaned up in finally blocks or equivalent patterns.

Explain code with ASCII diagrams, analogies, and Mermaid visualizations. Triggers: explain this code, how does this work, what does this do, explain architecture, visualize code, diagram this, help me understand

Guide through adding a new MLIR dialect with syntax, semantics, tests, and documentation. Use when the user wants to add support for a new MLIR dialect (e.g., arith, scf, memref) to the formal semantics framework.

Follow general development best practices including project structure, documentation, version control, environment configuration, and dependency management. When organizing files and directories in the project. When working on README files, documentation, or project setup. When managing environment variables, configuration files, or secrets. When handling dependencies, package management, or version control. When creating commit messages, pull requests, or managing feature flags. This skill applies to project-wide organizational and process decisions across all types of files.

Architect or technical leader mode.

Design PostgreSQL schemas with migrations, seeding, and documentation. Use when creating tables, writing migrations, or setting up database structure.

Create or edit Excalidraw scenes or clipboard payloads by producing valid Excalidraw JSON (type/version/source/elements/appState/files) to render diagrams; use when asked to draw, update, or share Excalidraw diagrams.

Searching internet for technical documentation using llms.txt standard, GitHub repositories via Repomix, and parallel exploration. Use when user needs: (1) Latest documentation for libraries/frameworks, (2) Documentation in llms.txt format, (3) GitHub repository analysis, (4) Documentation without direct llms.txt support, (5) Multiple documentation sources in parallel

Transform PRDs (Product Requirements Documents) into structured XML app specifications optimized for AI coding agents. Converts developer-focused docs with code examples into declarative agent-consumable format. USE WHEN user says "convert PRD", "generate app spec", "transform PRD", "create specification from requirements", or wants to prepare a PRD for agent consumption.

This skill provides comprehensive knowledge for integrating Clerk authentication in React, Next.js, and Cloudflare Workers applications. It should be used when setting up user authentication, implementing protected routes, verifying JWT tokens, creating custom JWT templates with user metadata and organization claims, configuring Clerk middleware, integrating with shadcn/ui components, testing authentication flows, or troubleshooting Clerk authentication errors.Use when: adding Clerk to React/Vite projects, setting up Clerk in Next.js App Router, implementing Clerk authentication in Cloudflare Workers, configuring clerkMiddleware for route protection, creating custom JWT templates with shortcodes (user.id, user.email, user.public_metadata.role), accessing session claims for RBAC, integrating with Supabase/Grafbase, verifying tokens with @clerk/backend, integrating Clerk with Hono, using Clerk shadcn/ui components, writing E2E tests with Playwright, generating test session tokens, using test email addresses a

Expert in creating comprehensive task files, planning docs, PRDs, tech specs, and implementation roadmaps with proper sequencing, testing strategy, and production checklists. Use when planning features, creating project docs, or structuring development workflows.

Enforce ThemeGPT complexity budgets and prevent over-engineering. Activates automatically when writing, reviewing, or refactoring code. Validates against 6 anti-patterns from SynthAI archaeology (Specification Inflation, Enterprise Pattern Obsession, Premature Abstraction, Configuration Explosion, Framework Absorption, Test Suite Inflation). Use when creating features, adding abstractions, writing tests, or configuring projects.

Transforms an academic paper into deep, multi-layered understanding. Use when asked to explain a paper, break down a research paper, understand an arXiv paper, or build intuition for a technical concept from a paper. Generates explanations at multiple levels plus visual intuition diagrams.

Use when creating Docusaurus plugins (remark, rehype, theme, content, lifecycle) to extend markdown, modify HTML, or add custom functionality

Master documentation creation, community building, and user support. Learn to create comprehensive documentation and build engaged user communities.

Expert test writing including unit, integration, e2e tests, mocking, and coverage strategies