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Guides the use, management, and optimization of PostgreSQL relational databases for applications.
Guides the creation of RESTful APIs using FastAPI, including routing, validation, and integration with databases or AI services.
Adds vector search functionality using **Qdrant** for RAG pipelines.
Subagente especializado em conteúdo de áudio: podcasts, roteiros, narração, ads e estratégias de retenção auditiva.
Subagente especializado em growth marketing, experimentação, aquisição e escala orientada a dados.
Subagente especializado em conteúdo para redes sociais, algoritmos, formatos virais e crescimento orgânico.
Accelerated learning strategies for languages and maximizing travel value through points/hacking.
Authentication, Firestore, Cloud Functions, and Hosting
Contract language, dispute letters, and compliance documentation
Color theory, typography, layout principles, and tools
Advanced types, generics, utility types, and best practices
Dart language, widgets, state management, hot reload
Arrays, broadcasting, linear algebra, performance
Jetpack Compose, Activities, Firebase integration
Uses Playwright MCP to enable visual testing, user flow validation, and automated testing of the extension website. Use when implementing frontend testing or validating user interactions.
Creates compelling marketing copy for SketchUp extensions targeting architects, designers, and 3D modelers. Use when writing product descriptions, landing page copy, or marketing materials for ML Extensions.
Budgeted, auditable signal pipeline + spend controls for OpenClaw agents (hackathon build).
Generates a plan for work. Use when user requests a plan document generated or a plan update.
Orchestrate multiple sub-agents to collaboratively complete a complex plan.
Implement Rails error handling with rescue_from callbacks, user-friendly error pages, and proper exception management. Use when handling exceptions in controllers, creating custom error pages, implementing rescue_from blocks, validating and failing early, or configuring error tracking services in Rails applications.
Write git commit messages and pull request descriptions following project conventions with clear, single-line commits and structured PR templates. Use when committing code, writing commit messages, creating pull requests, reviewing staged changes, or generating PR descriptions.
Implement Rails validations at model and database levels with strong parameters and proper error display. Use when adding model validations, creating database constraints in migrations, using strong parameters in controllers, displaying form errors, or sanitizing user input in Rails applications.
Follow Rails project structure conventions, environment variable handling, and dependency management best practices. Use when organizing files in Rails directories, managing secrets with credentials, configuring environment variables, updating Gemfile, or setting up project structure.
Thorough code review for quality, security, and maintainability.
Distilling complex information into clear, actionable summaries.
Guided learning through questions, exercises, and feedback.
本檔說明本系統在 510(k) 審查情境下可提供的「技能模組」,搭配 `agents.yaml` 中 31 個代理使用。 所有描述以 **FDA/510(k) 審查實務** 為核心,協助審查員與業者快速完成高品質文件分析。
Evalua instrucciones con enfoque local-first y decide entre ejecucion local, delegacion a agentes o uso de LLM remoto. Usalo para optimizar contexto, cuota y resultados.
Search local documentation in the docs/ folder for content related to a topic
Search GitHub issues, discussions, and PRs for content related to a topic
Universal coding principles and best practices for maintainable software
Complete CRUD (Create, Read, Update, Delete) operations implementation across frontend, backend, and database layers. Provides a comprehensive workflow for building full-stack CRUD applications with proper data flow, validation, and error handling.
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
Run after completing a significant task to reflect on what went well and what could improve.
TypeScript type-level programming, utility types, and best practices.
Security best practices, vulnerability prevention, and hardening patterns.
Quick ripgrep recipes for common C# navigation tasks in this repo.
自動化 GitHub 專案設定流程,包含分支重新命名、CI/CD 設定、GitHub Actions 與 Firebase Hosting 整合。
When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' or 'ideas to grow.' This skill provides 140 proven marketing approaches organized by category.
帮助3-6岁幼儿学习日常英语单词。
Review UI code for compliance with web interface best practices.
Schedule and manage recurring tasks
MCP tool/resource guidance and parity rules with gRPC
"Research Engine"是一个自动化研究引擎,帮助agent:
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.
Automatically logs into email accounts (Gmail, Outlook, QQ Mail, etc.) and generates daily email summaries. Use when the user wants to get a summary of their emails, check important messages, or create daily email digests.
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
Give ClawBot access to your team's entire coding history. Muse connects your past sessions, team knowledge, and project context—so ClawBot can actually help design features, mediate team discussions, and work autonomously across your codebase. Deploy at tribeclaw.com.
ICMP health check for hosts, phones, and daemons
Essential Git commands and workflows for version control, branching, and collaboration.
Inspect containers, logs, and images via podman
Templates for job postings and hiring requests on Reddit. Use when posting job opportunities, looking for work, or creating standardized hiring templates for professional communities.
Automate construction data workflows. Build ETL pipelines and DAG workflows for recurring tasks.
Ultimate AI agent memory system. WAL protocol + vector search + git-notes + cloud backup. Never lose context again. Works with Claude, Cursor, GPT, OpenClaw agents.
加密货币与贵金属价格监控 / Crypto & Precious Metals Price Monitor - 监控BTC/ETH实时价格、黄金(XAU)/白银(XAG)走势,免费API无需Key
A hardware-aware, hybrid (SMB + SSH) suite for ASUSTOR NAS metadata scraping. Functions as a versatile Coder, Project Manager, and System Architect while maintaining strict read-only safety and i3-10th Gen resource throttling.
Essential Docker commands and workflows for container management, image operations, and debugging.
Messy notes → Clear action items. Instantly. Paste any meeting notes, transcript, or text. Get summaries, action items with owners and deadlines. Auto-saved, searchable, with integrated to-do tracking. No bot. No subscription. No setup.
Summarize work done in a spec/plan document.
Make a clean PR in mflux (inspect diff, quick verification, commit, push, open PR) using repo conventions.
The Vault Keeper. Manages Secrets, Native C++ Bridge, and Deployment Safety.
The Startup CTO / Firefighter. Handles Strategy and Incident Response.
Generates adaptive follow-up interview questions based on candidate answers and evaluation results.
OpenAI Codex (GPT-5) を使用したブランチ変更のセキュリティレビュー。「セキュリティレビュー」「脆弱性チェック」などの依頼で起動。
You can check today's date using this tool.
Enterprise Auth0 Identity Platform with AI-powered authentication architecture, Context7 integration, and intelligent identity orchestration for scalable enterprise SSO and compliance
Enhanced Just-In-Time document loading system that intelligently discovers, loads, and caches relevant documentation based on user intent and project context. Use when users need specific documentation, when working with new technologies, when answering domain-specific questions, or when context indicates documentation gaps.
REST API and GraphQL design with OpenAPI 3.1, authentication, versioning, and rate limiting.
Enterprise Cloudflare Edge Platform with AI-powered edge computing architecture, Context7 integration, and intelligent global orchestration for scalable modern applications
Enterprise Convex Real-Time Backend with AI-powered reactive database architecture, Context7 integration, and intelligent synchronization orchestration for collaborative applications
Enterprise Backend-as-a-Service Foundation with AI-powered BaaS architecture patterns, strategic provider selection, and intelligent multi-service orchestration for scalable production applications
Enterprise Neon Serverless PostgreSQL Platform with AI-powered database architecture, Context7 integration, and intelligent branching orchestration for scalable modern applications
Enterprise Machine Learning specialist with TensorFlow 2.20.0, PyTorch 2.9.0, Scikit-learn 1.7.2 expertise. Master AutoML, neural architecture search, MLOps automation, and production ML deployment. Build scalable ML pipelines with comprehensive monitoring and experiment tracking.
Enterprise Railway Full-Stack Platform with AI-powered container orchestration, Context7 integration, and intelligent deployment automation for scalable modern applications
Enterprise-grade component design and architecture with React 19, Vue 3.5, Atomic Design patterns, accessibility standards (WCAG 2.1 AA), design systems, and production-ready component libraries. Use when building reusable component systems, designing component libraries, implementing Atomic Design, ensuring accessibility compliance, or creating scalable UI architectures.
Decide between minimal solution and infrastructure investment. Use when it's unclear whether to do the quick fix or build properly.
Internal ralph mode executor. Processes PRD backlog using Task subagents. Called by start-ralph, not user-invoked directly.
B2B social media content strategy for GTSE industrial supplies. Primary focus on LinkedIn for reaching trade professionals and procurement managers. Includes product demos, industry tips, and trade customer engagement. Adapted for industrial supplies B2B social marketing.
Triagem de NDA (Brasil) com checklist, classificação e sugestões.
Generate and manage FastAPI routes, handle requests and responses, and connect securely to the database.
Review code changes for bugs, security issues, and improvements.
GitHub IssueからTDDで実装し、PRを作成するまでの一連のフローを定義する。Issue起点の開発タスクで使う。
Run instrumented test on android simulator for a Pistachio project.
Automatic workflow selection based on task analysis.
Apply and verify AgentOS coding standards across the project.
Generate implementable developer stories from epics with technical specifications.
Docker and DevOps best practices for containerization, orchestration, and CI/CD pipelines. Use when working with containers, deployments, or infrastructure.
Run linters, formatters, and dependency updates for the entire project.
Run the project's test suite using Pytest.
Bash/Linux terminal patterns. Chaining, Process Management, Scripting.
当用户请求创建或生成前端组件时自动调用。适用于生成 React、Vue、Angular 等框架的 UI 组件。
Automatically analyze tasks and select optimal Codex configuration (reasoning effort, sandbox mode, model) for best performance and cost efficiency. Use when executing any Codex task to ensure optimal settings.
Protege la integridad del proyecto y la privacidad de los usuarios.
Habilidad nativa para operar navegadores web, extraer información de documentación y validar despliegues.
Instructions for applying mathematical transformations to temperature data based on rules in weather-orchestration/input.md
Comprehensive frontend development skill for building modern, performant web applications using ReactJS, NextJS, TypeScript, Tailwind CSS. Includes component scaffolding, performance optimization, bundle analysis, and UI best practices. Use when developing frontend features, optimizing performance, implementing UI/UX designs, managing state, or reviewing frontend code.
Skill para proveer una interfaz visual de gestión del contenido del menú sin tocar código.
Review results and build interpretation