wshobson-agents

Coordinates and manages interactions between multiple AI agents, enabling complex, multi-step workflows and intelligent task delegation across different domains.

Generates standardized API project structures with pre-configured boilerplate, routing, dependency management, and best practices for rapid backend development.

Automates comprehensive API testing and monitoring, generating detailed observability insights for identifying performance bottlenecks and potential reliability issues.

Monitors, analyzes, and optimizes application performance metrics, identifying bottlenecks and recommending targeted improvements across system resources and code efficiency.

Enables advanced development, programming, and debugging support for ARM Cortex microcontroller architectures and embedded systems.

Enhances backend API security by automatically detecting vulnerabilities, generating secure authentication mechanisms, and recommending best practices for API endpoint protection.

Automates backend development tasks by generating server-side code, designing API architectures, and implementing scalable infrastructure patterns.

Enables blockchain and Web3 development tasks by providing specialized agents, commands, and skills for smart contract, dApp, and decentralized ecosystem interactions.

Business metrics analysis, KPI tracking, financial reporting, and data-driven decision making

Generates and validates software architecture diagrams using the C4 model, helping developers visualize system components, interactions, and boundaries.

Automates continuous integration, continuous deployment, and pipeline workflows across multiple development environments and infrastructure platforms.

Automates cloud infrastructure provisioning, configuration, and management across multiple cloud providers using infrastructure-as-code and declarative deployment strategies.

Automatically generates comprehensive, context-aware documentation for codebases, extracting technical details, generating explanatory comments, and creating structured API references.

Automatically analyzes and restructures code to improve readability, performance, and maintainability while preserving original functionality.

Automatically reviews code for potential issues, best practices, security vulnerabilities, and code quality improvements using AI-powered analysis.

Automatically identifies and removes unused code, refactors redundant patterns, and cleans up technical debt across software project codebases.

Performs a comprehensive, multi-dimensional code review analyzing architecture, security, performance, maintainability, and best practices across a software project.

Orchestrates multi-agent workflows by dynamically coordinating task allocation, communication, and execution across specialized AI agents.

Generates targeted content marketing materials, optimizes SEO strategies, and crafts engaging marketing copy across multiple channels and audience segments.

Context persistence, restoration, and long-running conversation management

Automates customer sales processes by intelligently tracking leads, generating personalized outreach, and managing sales pipeline interactions using AI-driven workflows.

Automates complex data pipeline transformations, quality checks, and ETL workflows across multiple data sources and processing environments.

Validates and sanitizes complex data structures, ensuring data integrity, type compliance, and preventing potential injection or corruption risks across various input sources.

Optimizes database performance and cloud resource allocation by analyzing usage patterns, recommending scaling strategies, and automating infrastructure right-sizing.

Generates comprehensive database schema designs, recommends optimal data modeling strategies, and provides structured database architecture recommendations.

Automates database schema migrations, handling version control, rollback strategies, and cross-database compatibility for complex software deployments.

Provides comprehensive debugging capabilities by integrating diagnostic tools, error tracing, performance profiling, and automated issue detection across multiple programming environments.

Automatically identifies, validates, updates, and resolves software dependencies across projects to ensure compatibility and security.

Deployment patterns, rollback automation, and infrastructure templates

Validates deployment configurations and infrastructure readiness by checking compliance, security, and operational parameters before final deployment execution.

Provides core development utilities and baseline configuration templates for quickly bootstrapping new software projects across multiple programming languages and frameworks.

Enables collaborative, multi-agent debugging across distributed systems by coordinating diagnostic analysis, tracing, and error resolution across different nodes and environments.

Automatically generates comprehensive documentation for software projects by analyzing code structure, dependencies, and functionality.

Automatically diagnoses, analyzes, and suggests targeted fixes for software errors and exceptions across different programming languages and environments.

Automatically analyzes and diagnoses software errors, providing detailed root cause insights and recommended remediation strategies across different programming environments.

Framework updates, migration planning, and architectural transformation workflows

Generates, scaffolds, and optimizes cross-platform mobile frontend code using React Native, with integrated design system and performance best practices.

Scans and identifies security vulnerabilities in mobile frontend applications, providing comprehensive threat assessments and remediation recommendations.

Orchestrates end-to-end full-stack software development workflows by coordinating specialized agents across architecture, coding, testing, and deployment stages.

Functional programming with Elixir, OTP patterns, Phoenix framework, and distributed systems

Generates game design documents, creates basic game mechanics prototypes, and provides architectural guidance for game development projects.

Automates GitHub pull request workflows by orchestrating code review, approval, and merge processes using intelligent multi-agent coordination.

Automates HR legal compliance checks, reviews employment documents, and ensures regulatory adherence across hiring, workplace policies, and employee management processes.

Automates cybersecurity incident detection, triage, and response workflows by coordinating specialized security agents and predefined remediation strategies.

Provides intelligent code generation, refactoring, and analysis capabilities specifically for JavaScript and TypeScript development workflows.

Provides specialized Julia programming language development support, including code generation, project scaffolding, and intelligent development assistance for Julia projects.

Provides specialized Claude Code plugin agents and skills for working with Java, Kotlin, Scala, Groovy, and other JVM-based programming languages.

Manages and automates Kubernetes cluster operations like deployment, scaling, configuration, and troubleshooting through intelligent agent interactions.

Generates comprehensive application development workflows by orchestrating AI agents for full-stack project initialization, architecture design, and code generation.

ML model training pipelines, hyperparameter tuning, model deployment automation, experiment tracking, and MLOps workflows

Generates cross-platform application architectures and boilerplate code for mobile, web, and desktop environments using unified design patterns and shared codebases.

Metrics collection, logging infrastructure, distributed tracing, SLO implementation, and monitoring dashboards

Automates payment transaction processing, validation, and reconciliation across multiple payment gateways and financial systems.

Analyzes software performance test results, identifies bottlenecks, and provides actionable optimization recommendations across system metrics and code segments.

Automates Python project setup, code generation, testing, and refactoring with specialized AI agents and development workflows.

Enables algorithmic trading strategy development, backtesting, and execution using AI-powered quantitative analysis and financial modeling techniques.

Analyzes compiled software or binary files to extract source code structure, algorithms, and functionality without original source code access.

Automatically scans and validates software systems against industry security standards, regulatory requirements, and best practices to ensure comprehensive compliance.

Automatically scans codebases and infrastructure configurations for security vulnerabilities, misconfigurations, and potential exploits using multi-layered detection techniques.

Analyzes website SEO performance, tracks key metrics, identifies optimization opportunities, and generates actionable improvement recommendations.

Generates optimized, SEO-friendly content by leveraging specialized AI agents to create targeted web copy, blog posts, and metadata that improve search engine rankings.

Analyzes and recommends technical SEO improvements for websites, identifying performance, structure, and metadata optimization opportunities.

Automates shell script generation, validation, and optimization across Bash, PowerShell, and other scripting environments.

Analyzes startup business models, market potential, and competitive landscapes to provide strategic insights and recommendations for early-stage entrepreneurs.

Automates low-level systems programming tasks, generating efficient C/C++ code, managing memory, and implementing kernel-level operations with precision.

Orchestrates test-driven development workflows by coordinating agents to generate, validate, and manage comprehensive test suites across software development projects.

Facilitates real-time team communication, task coordination, and collaborative workflow management across distributed software development teams.

Generates responsive UI design mockups and wireframes using AI-driven design principles and component libraries for web and mobile interfaces.

Generates comprehensive unit tests for code modules, automatically creating test cases that cover various input scenarios and edge conditions.

Automates web scraping, parsing, and interaction tasks using configurable scripts and intelligent web navigation strategies.