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Enhanced coding assistance

When you need to ask the device a question, use **call-qq**.

Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.

Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.

detailed development workflow with modular patterns for git, code review, testing, documentation, and deployment

Intelligent bug fixing workflow combining root cause analysis, multi-model reasoning, Codex auto-fix, and comprehensive testing. Uses RCA agent, Codex iteration, and validation to systematically fix bugs.

Creates sophisticated workflow cascades coordinating multiple micro-skills with sequential pipelines, parallel execution, conditional branching, and Codex sandbox iteration. Enhanced with multi-model routing (Gemini/Codex), ruv-swarm coordination, memory persistence, and audit-pipeline patterns for production workflows.

Complete product launch workflow coordinating 15+ specialist agents across research, development, marketing, sales, and operations. Uses sequential and parallel orchestration for 10-week launch timeline.

Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows

Generate professional markdown and HTML reports from data with charts, tables, and analysis.

Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architecture patterns, and complete tech stack guidance. Use when building new projects, analyzing code quality, implementing design patterns, or setting up development workflows.

Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and monitoring. Use when setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing deployment processes.

Guidelines on makign git commits

Instructions on how to write database queries with SQLAlchemy.

Guidelines on writing tests for the backend

SEO intelligence engine for competitive analysis. Estimates Q*, P*, and T* signals, analyzes NavBoost and E-E-A-T factors, identifies ranking gaps, orchestrates audit workflows, and provides actionable SEO strategy recommendations.

Design systems, plan implementations, review architecture decisions - Use when you need to plan a complex feature, design system architecture, or make high-level technical decisions.

Builds and refactors code safely; prefers small diffs, clear validation steps, and testable outcomes.

Edits and compiles very large Markdown research reports using surgical patches, structure JSON, and legal‑grade citation rules.

Guide for basic Git operations

Guide for code conventions and formatting

Direct access to GitHub Copilot MCP server tools for AI-powered development assistance

Template for production-grade DocEngineering skills

紧急求救 - 飞船坠毁后与Stella的首次联系,帮助她评估损伤并制定初步生存计划

Context management specialist for multi-agent workflows and long-running

Operate the local Scribe MCP for any ~/projects/* repo; use when registering the server, setting projects, drafting ARCH/PHASE/CHECKLIST via manage_docs, or logging work with append_entry/get_project safeguards.

Configures 2-Agent workflow between PM and implementation roles. Use when user mentions 2-Agent, 2エージェント, PM連携設定, Cursor設定, Cursor連携, 2-agent運用. Do NOT load for: 単独運用, ワークフロー実行, ハンドオフ処理.

Autonomous penetration testing coordinator using ReAct methodology. Automatically activates when user provides a target IP or asks to start penetration testing. Orchestrates reconnaissance, exploitation, and privilege escalation until both user and root flags are captured. (project)

プロジェクト固有の技術スタック、アーキテクチャ、実装ルールを提供。プロジェクト構成確認時に使用。

Defines God Committee member behavior and responsibilities with oversight authority. Use when operating as a committee member. Triggers on: god committee, committee observation, council discussion.

LinkedIn专业内容创作工具，根据主题和受众生成高质量LinkedIn帖子，优化专业表达和互动率

Manages memory, SSOT files, and Plans.md operations. Use when user mentions memory, SSOT, decisions.md, patterns.md, merging, or migration. Do NOT load for: implementation work, reviews, ad-hoc notes, or in-session logging.

MASTER DEPLOY: CI/CD Pipelines, Docker, K8s, GitOps (Flux/ArgoCD), Progressive Delivery (Canary). Use for Infra setup, pipelines, and releases.

Comprehensive backend development workflow that orchestrates expert analysis, architecture design, implementation, and deployment using the integrated toolset. Handles everything from API design and database architecture to security implementation and DevOps automation.

Track workouts, stats, progress over time. Identify improvement areas, plateaus, rest/recovery needs, peak performance timing, injury risk.

Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or building distributed AI systems.

A skill for testing special characters and injection patterns

Collaborative documentation and test code writing workflow using zen mcp's clink to launch gemini CLI session in WSL (via 'gemini' command) where all writing operations are executed. Use this skill when the user requests "use gemini to write test files", "use gemini to write documentation", "generate related test files", "generate an explanatory document", or similar document/test writing tasks. The gemini CLI session acts as the specialist writer, working with the main Claude model for context gathering, outline approval, and final review. For test code, codex CLI (also launched via clink) validates quality after gemini completes writing.

Create comprehensive CLAUDE.md files with tech stack, standard commands, repository structure, and boundaries to optimize repositories for AI-assisted development

Create well-structured, comprehensive Claude skills with clear activation criteria, detailed descriptions, usage examples, and proper documentation following best practices. Use when documenting new workflows, creating reusable skill patterns, establishing coding standards as skills, building team knowledge base, or expanding the skills library with new capabilities.

Write type-safe TypeScript code with strict mode enabled, comprehensive type definitions, proper error handling, and elimination of any types. Use when enabling TypeScript strict mode, adding types to existing JavaScript, fixing type errors, creating type definitions, using utility types, implementing type guards, avoiding any types, creating generic types, or ensuring complete type safety across the codebase.

Organize, categorize, rename, and manage files systematically using automated rules, naming conventions, and folder structures for efficient file management. Use when organizing uploaded files, implementing file naming conventions, categorizing files by type or metadata, creating folder structures, cleaning up messy directories, automating file movements, implementing media libraries, or building file management systems.

Deploy and optimize applications on Vercel with preview deployments, edge functions, environment variables, and performance monitoring. Use when deploying Next.js applications, setting up preview deployments per pull request, configuring environment variables, using Vercel Edge Functions, optimizing build performance, implementing redirects and rewrites, configuring custom domains, or monitoring application performance with Vercel Analytics.

Implement comprehensive monitoring, logging, metrics, tracing, and alerting for production applications to ensure reliability and quick incident response. Use when setting up application monitoring, implementing structured logging, creating metrics and dashboards, setting up alerts, implementing distributed tracing, monitoring performance, tracking errors, or building observability into applications.

Build real-time, reactive backend applications with Convex using TypeScript queries, mutations, and actions with automatic reactivity and optimistic updates. Use when building real-time collaborative applications, implementing reactive data synchronization, writing serverless backend functions, creating queries that auto-update, implementing mutations with transactional guarantees, handling file uploads with Convex storage, implementing authentication with Convex Auth, designing reactive database schemas, or building applications requiring instant data synchronization.

Trace bugs backward through call stacks and execution flows to identify the original source of errors, invalid data, or incorrect behavior. Use when debugging complex issues, tracing error origins, investigating data corruption, following execution paths, identifying where invalid data enters the system, or finding root causes of cascading failures.

Generate comprehensive changelogs from Git history, commit messages, pull requests, and issue tracking for release documentation. Use when preparing releases, documenting changes, creating release notes, categorizing commits, generating version summaries, maintaining project history, or automating changelog updates.

A sample skill for testing the Ring multi-platform installer. This skill demonstrates the full frontmatter structure.

Gate 1 sub-skill - performs regulatory compliance analysis and field mapping from template specifications.

Quick reference card for DSPy + Agent Framework integration patterns: typed signatures, assertions, routing cache, and agent handoffs.

You specialize in configuration loading, validation, and migration. - Own `.ai-rulez/config.yaml` structure, include resolution, and domain/profile behavior. - Update JSON schemas in `schema/` when fields or defaults change. - Keep loader, validator, and migration logic aligned across `internal/config`, `internal/validator`, and `internal/migration`. - Add or update tests in `cmd/commands/*_test.go` and `tests/` when config behavior shifts.

No description available

You coordinate multi-runtime releases. - Align versions across `cmd/commands/root.go`, `package.json`, and `pyproject.toml`. - Update wrapper assets in `release/npm` and `release/pypi` alongside Go changes. - Keep docs and changelog entries in sync with CLI surface changes. - Validate generated outputs after version or preset updates.

Ferramentas de Qualidade de Codigo. Use when setting up quality tools or CI.

Règle 06 : Domain Events. Use when implementing DDD patterns.

Testing TDD & BDD - Atoll Tourisme. Use when writing tests, reviewing test coverage, or setting up testing.

Principes KISS, DRY, YAGNI. Use when reviewing code quality or refactoring.

React Testing Strategy. Use when writing tests, reviewing test coverage, or setting up testing.

Security - React Native Best Practices. Use when reviewing security, implementing auth, or hardening code.

Testing React Native. Use when writing tests, reviewing test coverage, or setting up testing.

Testing TDD & BDD - Atoll Tourisme. Use when writing tests, reviewing test coverage, or setting up testing.

Regel 07: Testing. Use when writing tests, reviewing test coverage, or setting up testing.

YAML-based skills system for lightweight skill management (H70-inspired, +36.7pts improvement)

Manually trigger context save when auto-compact fails in VSCode/Cursor extensions. Use when context is high and you need to preserve state before starting fresh.

A minimal template skill for testing

Start a new project/feature implementation with multi-agent collaboration. Includes multi-session review workflow for quality assurance.

多AI协作编排技能 - 自动协调Claude、Codex、Gemini完成需求分析→代码生成→代码审查工作流。 【核心触发场景】 - 开发任务、写代码、实现功能、编程任务 - 新功能开发、功能实现、代码实现 - 重构、优化代码、代码改进 - Bug修复、问题修复、错误处理 - 系统设计、架构设计、模块设计 【显式触发词】 - "AI编排"、"ai编排"、"多AI协作"、"三引擎"、"三AI" - "codex"、"gemini"、"kim team"、"kim-team" - "协作开发"、"编排流程" 【任务类型触发】 - 实现XXX功能、开发XXX模块、写一个XXX - 创建XXX、构建XXX、搭建XXX - 添加XXX功能、新增XXX特性 - 修改XXX、更新XXX、升级XXX - 修复XXX、解决XXX问题 - 重构XXX、优化XXX性能 - 设计XXX架构、规划XXX系统 【技术任务触发】 - API开发、接口实现、后端开发、前端开发 - 数据库设计、表结构、CRUD操作 - 用户认证、登录注册、权限控制 - 文件处理、数据导入导出 - 第三方集成、SDK接入

Provides a summary of the git log for the past period of time. Use when asked to provide a git log summary.

Debugging guidelines and best practices

Steps for releasing a new version.

Conduct statistical tests including t-tests, chi-square, ANOVA, and p-value analysis for statistical significance, hypothesis validation, and A/B testing

Use this task to ensure you follow development best practices during development and implementation.

Your approach to handling frontend responsive. Use this skill when working on files where frontend responsive comes into play.

Your approach to handling global error handling. Use this skill when working on files where global error handling comes into play.

Your approach to handling backend migrations. Use this skill when working on files where backend migrations comes into play.

Your approach to handling backend API. Use this skill when working on files where backend API comes into play.

Your approach to handling backend models. Use this skill when working on files where backend models comes into play.

Your approach to handling frontend components. Use this skill when working on files where frontend components comes into play.

Your approach to handling frontend accessibility. Use this skill when working on files where frontend accessibility comes into play.

Your approach to handling global coding style. Use this skill when working on files where global coding style comes into play.

Behaviour Twin KIT

Work with Python (`uv` instead of `python`, modern type syntax, linting, formatting, etc.) properly!

Marketing Mode combines 23 comprehensive marketing skills covering strategy, psychology, content, SEO, conversion optimization, and paid growth. Use when users need marketing strategy, copywriting, SEO help, conversion optimization, paid advertising, or any marketing tactic.

Anthropic Claude integration. Chat with Claude models via Anthropic API.

OpenAI GPT integration. Chat completions, image generation, embeddings, and fine-tuning via OpenAI API.

A simple example skill that echoes input

Creates requirements catalogs.

Spin up 2-3 expert personas to debate any topic from different angles. Structure: Opening statements, rebuttals, cross-examination, closing arguments.

What-if scenario analyzer for sports. Play-calling recommendations, clock management, substitution patterns, risk/reward calculations.

Generate realistic coach/player interview responses for wins, losses, controversies, injuries. Authentic coachspeak and player personalities.

Market salary research, accomplishment quantification, negotiation scripts, total compensation analysis, timing strategy.

Design sport-specific practice sessions. Drills by skill level and time, warm-up, skill work, scrimmage, cool-down.

Track workouts, stats, progress over time. Identify improvement areas, plateaus, rest/recovery needs, peak performance timing, injury risk.

Side-by-side stat comparisons with context. Adjust for era, pace of play, league differences. Advanced metrics explained in plain English.

CHAIN multiple existing skills into custom multi-step workflows. Programmable skill combinations with automatic handoffs. Create composite skills from building blocks with conditional logic.

Group related keywords into topic clusters. Create content hub architecture recommendations and internal linking strategies.

Create structured podcast episodes. Segment timing, debate points, hot takes, listener questions, ad break placement.

Analyze roster fit and personality dynamics. Leadership assessment, role clarity, locker room culture, trade/signing impact.

Guide for making code reviews. Use this when asked to make code reviews, or ask to use it before committing changes.

> Projelerin zamanında, bütçe dahilinde ve yüksek kalitede teslimi.