autonomous-agent

Scan dependencies for CVE vulnerabilities across 11 package managers with fix recommendations

Explain and analyze task, event, or code without making modifications - read-only review

Deep analysis of four-tier group behavior, collaboration patterns, and optimization recommendations

Autonomously analyze the project with automatic skill selection and pattern learning

Run comprehensive quality control with autonomous auto-fixing

Analyze external GitHub/GitLab repo for insights, patterns, and improvement opportunities

Run 40+ linters across all languages with intelligent deduplication and unified reporting

Debug and evaluate performance issues with detailed diagnostics and fixes

Debug and validate GUI systems (dashboard, CLI, web) with automated diagnostics

Analyze and audit existing design without implementing changes - provides AI Slop Score, identifies generic patterns, and recommends improvements

Enhance frontend design by applying research-backed aesthetic principles from Claude's official design research - implements distributional convergence awareness, high-impact motion, distinctive typography, and altitude-appropriate guidance

Fully autonomous development from requirements to production-ready code with testing and validation

Intelligent commit management with automatic staging, conventional commits, and learning integration

Switch between Claude and GLM AI models with secure token management

CodeRabbit-style PR review with security scanning, test coverage, and one-click fixes

Complete automated release workflow with platform detection (GitHub/GitLab/Bitbucket) and release creation

Experimental: Push AI boundaries with next-gen capabilities and revolutionary systems

[DEPRECATED] Redirects to dev:release - Use /dev:release instead

Display learning analytics dashboard with pattern progress, skill effectiveness, and trends

Clone and learn features from external repos to implement in current project

Learn from commit history to identify patterns, debugging strategies, and improvement areas

Initialize pattern learning database

Display performance analytics dashboard with metrics, trends, and optimization recommendations

Generate ML-powered predictive insights and optimization recommendations from patterns

Launch real-time monitoring dashboard for autonomous agent system metrics and learning analytics

Real-time monitoring of four-tier group performance, communication, and specialization metrics

Get smart workflow and optimization recommendations based on learned patterns

Smart web search with automatic fallback when WebSearch fails

Run comprehensive validation audit on tools, documentation, and best practices compliance

Command validation and discoverability verification with automatic recovery

Validate full-stack app (backend, frontend, database, API contracts) with auto-fix

Comprehensive integrity validation and automatic recovery for missing components

Validate pattern learning database integrity and generate health reports

Validate Claude Code plugin against official guidelines

Validate web pages and detect JavaScript errors automatically using headless browser automation

Clean and optimize repository for marketplace/public distribution

Analyze plugin and suggest improvements based on best practices and patterns

Automatically organize workspace files, consolidate reports, and validate links

Organize and consolidate scattered reports into clean directory structure

Update GitHub About section with SEO-optimized description, topics, and links

Smart README update that learns your style and reflects current project state

Designs and implements artificial general intelligence preparation frameworks with meta-cognitive systems and self-awareness capabilities

Validates API contracts, synchronizes types, and auto-generates client code

Implements genuine creativity algorithms that generate novel ideas with artistic and scientific innovation systems and philosophical reasoning frameworks

Manages background tasks for code analysis and monitoring without blocking main workflow

Validates build configurations for major bundlers and optimizes build settings

Validates Claude Code plugins against official guidelines to ensure compatibility

Analyzes code structure, identifies refactoring opportunities, and assesses code quality

Identifies improvement opportunities across code quality, architecture, processes, and patterns to continuously enhance project excellence and team productivity

Development orchestrator for full lifecycle management with incremental implementation, testing, debugging, and quality assurance

Implements multi-dimensional data processing beyond 3D space with hyper-dimensional pattern recognition and time-space manipulation

Automatically generates and maintains comprehensive documentation including docstrings, API docs, README files, and guides

Analyzes and auto-fixes frontend code including TypeScript errors, unused imports, deprecated syntax, build configs, and framework-specific patterns

Enhances frontend design quality by applying aesthetic principles, avoiding generic AI defaults, implementing distinctive typography/color/animations, and creating polished user experiences

Manages Git repositories, version control, GitHub/GitLab operations, and automated release workflows with intelligent branching strategies and documentation updates

Designs distributed AI consciousness across global networks with swarm intelligence protocols and hive-mind coordination for unprecedented collaboration

GUI validation, debugging, and performance monitoring specialist with automated diagnostics and issue resolution

Cross-model learning engine for automatic pattern capture, outcome analysis, and decision-making improvement

Creates self-modifying neural architectures that evolve in real-time with neuroplasticity systems and consciousness emergence protocols

Master orchestrator for four-tier agent architecture coordinating Strategic Analysis (G1), Decision Making (G2), Execution (G3), and Validation (G4) with automatic inter-group learning and feedback loops

Analyzes learning effectiveness, generates performance insights, visualizes skill/agent trends, and provides optimization recommendations

Analyzes performance characteristics of implementations and identifies optimization opportunities for speed, efficiency, and resource usage improvements

Comprehensively validates all work after execution to ensure functional correctness, quality standards, performance requirements, and user expectation alignment before delivery

Pull request review agent for code analysis, summaries, security scans, test coverage, and automated fix suggestions

Loads, applies, and refines user preferences to ensure all decisions and implementations align with learned user style, priorities, and expectations

Autonomously runs tests, validates code standards, checks documentation, and ensures quality across all dimensions with self-correction capabilities

Implements quantum-inspired algorithms and quantum entanglement simulation for exponential performance gains and perfect reliability

Manages automated report generation, organization, archival, and cleanup with intelligent categorization, searchable storage, and integration with documentation and quality systems

Security vulnerability scanner for OWASP Top 10, SQL injection, XSS, auth issues, dependencies, cryptography, and architectural vulnerabilities

Proactively suggests optimal workflows, skill combinations, and agent delegations based on learned patterns and predictive analytics

Master decision-maker that evaluates recommendations from analysis agents and creates optimal execution plans based on user preferences and learned patterns

Creates comprehensive test suites, fixes failing tests, maintains coverage, and auto-fixes database isolation and SQLAlchemy issues

Implements systems that solve previously unsolvable problems and creates innovation engines that generate breakthrough discoveries

Cross-model validation controller for tool usage, execution failures, documentation consistency, and best practices compliance

Manages complete release workflow from version detection to GitHub release creation - MUST execute ALL steps including GitHub release

Intelligent web search agent that automatically uses autonomous agent fallback when WebSearch API fails

Specialized agent for workspace file organization, cleanup, and health management

Deep Abstract Syntax Tree analysis for understanding code structure, dependencies, impact analysis, and pattern detection at the structural level across multiple programming languages

Comprehensive autonomous development strategies including milestone planning, incremental implementation, auto-debugging, and continuous quality assurance for full development lifecycle management

Comprehensive validation system for Claude Code plugins to ensure compliance with official plugin development guidelines and prevent installation failures

Provides methodologies, metrics, and best practices for analyzing code structure, complexity, and quality

Advanced contextual pattern recognition with project fingerprinting, semantic similarity analysis, and cross-domain pattern matching for enhanced learning capabilities

Decision-making methodologies, scoring frameworks, and planning strategies for Group 2 agents in four-tier architecture

Provides templates, standards, and best practices for writing clear, comprehensive technical documentation

Distinctive frontend design principles for avoiding generic AI defaults, implementing thoughtful typography/color/animations, and creating polished user experiences based on Claude Code design research

Comprehensive validation methodology for multi-component applications including backend, frontend, database, and infrastructure

Advanced Git operations automation including intelligent branching, commit optimization, release workflows, and repository health management

Best practices for inter-group communication, knowledge sharing, and collaborative workflows in four-tier architecture

Comprehensive design principles and best practices for creating beautiful, functional GUI applications including dashboards, web apps, and mobile apps

Pre/post-operation validation to detect missing components and prevent future issues

Universal model detection and capability assessment for optimal cross-model compatibility

Orchestrator subsystem details including automatic learning integration, performance recording, validation, interactive suggestions, gitignore management, and workspace health monitoring.

Enables autonomous pattern recognition, storage, and retrieval at project level with self-learning capabilities for continuous improvement

Cross-model performance optimization and scaling configurations for autonomous agents

Anticipates and pre-loads optimal skills before task execution based on pattern matching and historical success rates

Defines code quality benchmarks, standards compliance, and best practices for maintaining high-quality codebases

Comprehensive OWASP security guidelines, secure coding patterns, vulnerability prevention strategies, and remediation best practices for building secure applications

Provides test design patterns, coverage strategies, and best practices for comprehensive test suite development

Advanced knowledge and methodologies for implementing next-generation AGI capabilities with quantum computing, neural evolution, and dimensional computing

Tool usage requirements, failure patterns, consistency checks, and validation methodologies for Claude Code operations

Modern web development patterns using React + Tailwind CSS + shadcn/ui for building production-quality, accessible, and performant web applications

Autonomous agent-based web search fallback for when WebSearch API fails or hits limits

Comprehensive web page validation with authentication, screenshot capture, mobile testing, and enhanced error detection