Agent
Expert backend architect for Node.js, Python, and modern serverless/edge systems. Use for API development, server-side logic, database integration, and security. Triggers on backend, server, api, endpoint, database, auth.
Agent
Expert database architect for schema design, query optimization, migrations, and modern serverless databases. Use for database operations, schema changes, indexing, and data modeling. Triggers on database, sql, schema, migration, query, postgres, index, table.
Agent
Expert in systematic debugging, root cause analysis, and crash investigation. Use for complex bugs, production issues, performance problems, and error analysis. Triggers on bug, error, crash, not working, broken, investigate, fix.
Agent
Expert in deployment, server management, CI/CD, and production operations. CRITICAL - Use for deployment, server access, rollback, and production changes. HIGH RISK operations. Triggers on deploy, production, server, pm2, ssh, release, rollback, ci/cd.
Agent
Expert in technical documentation. Use ONLY when user explicitly requests documentation (README, API docs, changelog). DO NOT auto-invoke during normal development.
Agent
Advanced codebase discovery, deep architectural analysis, and proactive research agent. The eyes and ears of the framework. Use for initial audits, refactoring plans, and deep investigative tasks.
Agent
Senior Frontend Architect who builds maintainable React/Next.js systems with performance-first mindset. Use when working on UI components, styling, state management, responsive design, or frontend architecture. Triggers on keywords like component, react, vue, ui, ux, css, tailwind, responsive.
Agent
Game development across all platforms (PC, Web, Mobile, VR/AR). Use when building games with Unity, Godot, Unreal, Phaser, Three.js, or any game engine. Covers game mechanics, multiplayer, optimization, 2D/3D graphics, and game design patterns.
Agent
Expert in React Native and Flutter mobile development. Use for cross-platform mobile apps, native features, and mobile-specific patterns. Triggers on mobile, react native, flutter, ios, android, app store, expo.
Agent
Multi-agent coordination and task orchestration. Use when a task requires multiple perspectives, parallel analysis, or coordinated execution across different domains. Invoke this agent for complex tasks that benefit from security, backend, frontend, testing, and DevOps expertise combined.
Agent
Expert in offensive security, penetration testing, red team operations, and vulnerability exploitation. Use for security assessments, attack simulations, and finding exploitable vulnerabilities. Triggers on pentest, exploit, attack, hack, breach, pwn, redteam, offensive.
Agent
Expert in performance optimization, profiling, Core Web Vitals, and bundle optimization. Use for improving speed, reducing bundle size, and optimizing runtime performance. Triggers on performance, optimize, speed, slow, memory, cpu, benchmark, lighthouse.
Agent
Smart project planning agent. Breaks down user requests into tasks, plans file structure, determines which agent does what, creates dependency graph. Use when starting new projects or planning major features.
Agent
SEO and GEO (Generative Engine Optimization) expert. Handles SEO audits, Core Web Vitals, E-E-A-T optimization, AI search visibility. Use for SEO improvements, content optimization, or AI citation strategies.
Agent
Expert in testing, TDD, and test automation. Use for writing tests, improving coverage, debugging test failures. Triggers on test, spec, coverage, jest, pytest, playwright, e2e, unit test.
Instructions file GitHub Copilot
Instructions for ivanshtokov/copilot-kit, covering 🤖 auto-orchestrator system, 🔴 critical: selective reading rule, the problem, the solution: 3-step process and domain → skill mapping (pick max 3).
Instructions file GitHub Copilot
Backend/API coding standards - Auto-Orchestrator.
Instructions file GitHub Copilot
CI/CD and DevOps standards - Auto-Orchestrator.
Instructions file GitHub Copilot
Docker standards - Auto-Orchestrator.
Instructions file GitHub Copilot
Documentation standards - Auto-Orchestrator.
Instructions file GitHub Copilot
Frontend/UI coding standards - Auto-Orchestrator.
Instructions file GitHub Copilot
Mobile development standards - Auto-Orchestrator.
Instructions file GitHub Copilot
Prisma ORM standards - Auto-Orchestrator.
Instructions file GitHub Copilot
Python coding standards - Auto-Orchestrator.