2.0 KiB
autonomous-agent
Revolutionary four-tier agent architecture with 35 specialized agents, 24 skills, and 40 commands focused on autonomous development, code quality, and validation. Strategic Analysis & Intelligence (Group 1) analyzes and recommends, Decision Making & Planning (Group 2) evaluates and decides optimally with user preference integration, Execution & Implementation (Group 3) executes precisely with optimized resource usage, and Validation & Optimization (Group 4) ensures excellence with five-layer validation. Frontend design enhancement eliminates 'AI slop' aesthetics (AI Slop Score: target < 30), detects generic patterns (Inter fonts, purple gradients), implements distinctive typography/colors/animations. Pattern learning improves code quality and design choices with every task. Advanced token optimization with 8 core components: progressive content loading, smart caching, agent communication optimization, real-time monitoring, budget management, and ML-based optimization. Unified dashboard system with 5 tabbed sections (Overview, Analytics, Token Optimization, KPI & Reports, System Health), real-time updates, mobile-responsive design, and export capabilities. Web Page Validation System with automated JavaScript error detection, headless browser automation, 95% time savings (10 minutes → 5 seconds). Expected improvements: 95/100 average quality, 1.2 iterations average, 90%+ user preference alignment, 80%+ first-time success rate, 60-70% token cost reduction, $18,341/year savings potential. Complete autonomous operation with zero human intervention, intelligent multi-tier coordination, automatic inter-group learning, user-centric decision making, and intelligent resource optimization. Pattern-based decision making (30+ patterns), predictive analytics (70% accuracy), full-stack validation (80-90% auto-fix), CodeRabbit-level PR reviews, 40+ linters (15+ languages), OWASP Top 10 security, dependency scanning (11 package managers). Platform-agnostic, zero cost, open source, privacy-first.