vudovn/ag-kit

mcp-builder

MCP (Model Context Protocol) server and client engineering. Protocol design, schemas, transports, extensions, security, and migration.

原文语言：英语

parallel-agents

Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.

原文语言：英语

api-patterns

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

原文语言：英语

app-builder

Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.

原文语言：英语

architecture

Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.

原文语言：英语

bash-linux

Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.

原文语言：英语

batch-operations

Apply operations across multiple files simultaneously. Pattern-based bulk modifications, search-and-replace across codebases, consistent changes to many files at once.

原文语言：英语

behavioral-modes

AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.

原文语言：英语

brainstorming

Socratic questioning protocol + user communication. MANDATORY for complex requests, new features, or unclear requirements. Includes progress reporting and error handling.

原文语言：英语

clean-code

Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments

原文语言：英语

code-review-checklist

Code review guidelines covering code quality, security, and best practices.

原文语言：英语

code-review-graph

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.

原文语言：英语

context-compression

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.

原文语言：英语

coordinator-mode

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.

原文语言：英语

database-design

Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.

原文语言：英语

deployment-procedures

Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.

原文语言：英语

design-spec

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…

原文语言：英语

documentation-templates

Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.

原文语言：英语

frontend-architecture

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.

原文语言：英语

frontend-design

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…

原文语言：英语

game-development

Game development orchestrator. Routes to platform-specific skills based on project needs.

原文语言：英语

geo-fundamentals

Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).

原文语言：英语

i18n-localization

Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support.

原文语言：英语

lint-and-validate

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.

原文语言：英语

memory-system

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.

原文语言：英语

mobile-design

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.

原文语言：英语

nextjs-react-expert

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…

原文语言：英语

nodejs-best-practices

Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.

原文语言：英语

performance-profiling

Performance profiling principles. Measurement, analysis, and optimization techniques.

原文语言：英语

plan-writing

Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.

原文语言：英语

powershell-windows

PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.

原文语言：英语

python-patterns

Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.

原文语言：英语

red-team-tactics

Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.

原文语言：英语

rust-pro

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…

原文语言：英语

seo-fundamentals

SEO fundamentals, E-E-A-T, Core Web Vitals, and Google algorithm principles.

原文语言：英语

server-management

Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.

原文语言：英语

simplify-code

Reduce complexity of over-engineered code. Identify unnecessary abstractions, remove dead code, flatten deep nesting, and simplify logic while preserving behavior.

原文语言：英语

skillify

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.

原文语言：英语

systematic-debugging

4-phase systematic debugging methodology with root cause analysis and evidence-based verification. Use when debugging complex issues.

原文语言：英语

tailwind-patterns

Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.

原文语言：英语