MCP (Model Context Protocol) server and client engineering. Protocol design, schemas, transports, extensions, security, and migration.
Idioma del texto original: inglés
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MCP (Model Context Protocol) server and client engineering. Protocol design, schemas, transports, extensions, security, and migration.
Idioma del texto original: inglés
Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.
Idioma del texto original: inglés
API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.
Idioma del texto original: inglés
Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
Idioma del texto original: inglés
Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
Idioma del texto original: inglés
Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.
Idioma del texto original: inglés
Apply operations across multiple files simultaneously. Pattern-based bulk modifications, search-and-replace across codebases, consistent changes to many files at once.
Idioma del texto original: inglés
AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.
Idioma del texto original: inglés
Socratic questioning protocol + user communication. MANDATORY for complex requests, new features, or unclear requirements. Includes progress reporting and error handling.
Idioma del texto original: inglés
Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments
Idioma del texto original: inglés
Code review guidelines covering code quality, security, and best practices.
Idioma del texto original: inglés
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.
Idioma del texto original: inglés
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.
Idioma del texto original: inglés
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.
Idioma del texto original: inglés
Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
Idioma del texto original: inglés
Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.
Idioma del texto original: inglés
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…
Idioma del texto original: inglés
Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.
Idioma del texto original: inglés
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.
Idioma del texto original: inglés
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…
Idioma del texto original: inglés
Game development orchestrator. Routes to platform-specific skills based on project needs.
Idioma del texto original: inglés
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Idioma del texto original: inglés
Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support.
Idioma del texto original: inglés
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.
Idioma del texto original: inglés
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.
Idioma del texto original: inglés
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.
Idioma del texto original: inglés
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…
Idioma del texto original: inglés
Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.
Idioma del texto original: inglés
Performance profiling principles. Measurement, analysis, and optimization techniques.
Idioma del texto original: inglés
Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.
Idioma del texto original: inglés
PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.
Idioma del texto original: inglés
Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.
Idioma del texto original: inglés
Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.
Idioma del texto original: inglés
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…
Idioma del texto original: inglés
SEO fundamentals, E-E-A-T, Core Web Vitals, and Google algorithm principles.
Idioma del texto original: inglés
Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.
Idioma del texto original: inglés
Reduce complexity of over-engineered code. Identify unnecessary abstractions, remove dead code, flatten deep nesting, and simplify logic while preserving behavior.
Idioma del texto original: inglés
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.
Idioma del texto original: inglés
4-phase systematic debugging methodology with root cause analysis and evidence-based verification. Use when debugging complex issues.
Idioma del texto original: inglés
Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.
Idioma del texto original: inglés