Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
Quellsprache: Englisch
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Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
Quellsprache: Englisch
Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 13 templates for various tech stacks.
Quellsprache: Englisch
MCP (Model Context Protocol) server and client engineering. Protocol design, schemas, transports, extensions, security, and migration.
Quellsprache: Englisch
Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.
Quellsprache: Englisch
API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.
Quellsprache: Englisch
Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
Quellsprache: Englisch
Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.
Quellsprache: Englisch
Apply operations across multiple files simultaneously. Pattern-based bulk modifications, search-and-replace across codebases, consistent changes to many files at once.
Quellsprache: Englisch
AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.
Quellsprache: Englisch
Socratic questioning protocol + user communication. MANDATORY for complex requests, new features, or unclear requirements. Includes progress reporting and error handling.
Quellsprache: Englisch
Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments
Quellsprache: Englisch
Code review guidelines covering code quality, security, and best practices.
Quellsprache: Englisch
Token-efficient code review using Tree-sitter AST graphs and MCP. Cuts AI token usage on large codebases by computing the blast radius of changes instead of reading entire codebases. Uses a SQLite graph database for structural analysis.
Quellsprache: Englisch
Manage and compress conversation context in long sessions. Detect when context is growing large, summarize completed work phases, archive old findings while preserving key decisions. Prevents context degradation.
Quellsprache: Englisch
Advanced multi-agent orchestration with parallel workers, synthesis protocols, and coordinator lifecycle. Use when complex tasks require multiple agents working in parallel with intelligent result synthesis.
Quellsprache: Englisch
Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
Quellsprache: Englisch
Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.
Quellsprache: Englisch
How to author a DESIGN.md file — the machine-readable design-token + human-rationale format that must exist before any UI is built. YAML front-matter token schema (colors, typography, spacing, rounded, components), type system, token references, and canonical…
Quellsprache: Englisch
Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.
Quellsprache: Englisch
How to organize frontend code — separation of concerns (UI / logic / data / type), file responsibility, state tiers, API services, schema validation, and framework conventions for React/Next and Vue. Structural rules, not visual design.
Quellsprache: Englisch
Anti-slop frontend design for web UI — landing pages, portfolios, marketing/product sites, and redesigns. Reads the brief, infers the right direction, and ships interfaces that don't look templated. Real design systems when applicable, audit-first on…
Quellsprache: Englisch
Game development orchestrator. Routes to platform-specific skills based on project needs.
Quellsprache: Englisch
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Quellsprache: Englisch
Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support.
Quellsprache: Englisch
Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers on keywords: lint, format, check, validate, types, static analysis.
Quellsprache: Englisch
Persistent cross-session memory management. Enables agents to remember user preferences, project conventions, and past decisions across different sessions using a structured MEMORY.md index and topic files.
Quellsprache: Englisch
Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions. Teaches principles, not fixed values. Use when building React Native, Flutter, or native mobile apps.
Quellsprache: Englisch
React and Next.js performance optimization from Vercel Engineering. Use when building React components, optimizing performance, eliminating waterfalls, reducing bundle size, reviewing code for performance issues, or implementing server/client-side…
Quellsprache: Englisch
Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.
Quellsprache: Englisch
Performance profiling principles. Measurement, analysis, and optimization techniques.
Quellsprache: Englisch
Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.
Quellsprache: Englisch
PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.
Quellsprache: Englisch
Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.
Quellsprache: Englisch
Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.
Quellsprache: Englisch
Master modern Rust (2024 edition) with async patterns, advanced type system features, and production-ready systems programming. Expert in the current Rust ecosystem including Tokio, axum, and modern crates. Use PROACTIVELY for Rust development, performance…
Quellsprache: Englisch
SEO fundamentals, E-E-A-T, Core Web Vitals, and Google algorithm principles.
Quellsprache: Englisch
Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.
Quellsprache: Englisch
Reduce complexity of over-engineered code. Identify unnecessary abstractions, remove dead code, flatten deep nesting, and simplify logic while preserving behavior.
Quellsprache: Englisch
Auto-create new skills from repetitive workflows. When you notice yourself doing the same multi-step process repeatedly, extract it into a reusable SKILL.md that any agent can use.
Quellsprache: Englisch
4-phase systematic debugging methodology with root cause analysis and evidence-based verification. Use when debugging complex issues.
Quellsprache: Englisch
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