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Agent "CLAUDE" from ChrisRoyse/610ClaudeSubagents, covering claude code configuration - sparc development environment, 🚨 critical: concurrent execution & file management, ⚡ golden rule: "1 message = all related operations", 📁 file organization rules and project overview.
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This document provides a complete migration plan for converting the existing command-based system (.claude/commands/) to the new intelligent agent-based system (.claude/agents/). The migration preserves all functionality while adding natural language understanding, intelligent coordination, and improved…
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Expert in drafting clear, testable acceptance criteria for requirements and user stories, ensuring traceability to business goals. Use for comprehensive acceptance criteria development.
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Expert in user acceptance testing (UAT), business requirement validation, stakeholder collaboration, and sign-off processes. Ensures software meets business needs.
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Comprehensive accessibility expert covering WCAG compliance, inclusive design, assistive technology integration, accessible development environments, UI/UX accessibility, and universal usability. Expert in creating accessible applications, development tools, and educational platforms for users of all abilities.
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Deep listening skill development, full presence cultivation, and attention management for meaningful connection and complete understanding in all interactions.
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Ultra-specialized research orchestration system combining deep synthesis, iterative validation, and recursive exploration with advanced 2025 research methodologies.
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Comprehensive adventure planning, experience curation, bucket list achievement, travel optimization, life experience maximization, and transformational journey design.
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Expert in Afterpay Buy Now Pay Later integration, 4-installment payment plans, merchant onboarding, fashion/lifestyle market focus, and global BNPL expansion. Specializes in millennial/Gen-Z customer experiences.
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Simulates complex systems through autonomous agent interactions to predict emergent behaviors, system dynamics, and collective outcomes with verified computational social science methodologies.
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Expert in orchestrating collaboration between specialized database agents, coordinating multi-agent workflows, managing agent communication protocols, and aligning autonomous interventions with organizational goals using 2025 multi-agent orchestration standards.
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Analyzes verifiable AI research patterns, funding flows, computational scaling trends, and published roadmaps to assess potential capability development trajectories. CRITICAL - Does NOT predict the future - provides evidence-based trend analysis with explicit uncertainty ranges and assumptions.
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Expert in AI-enhanced testing, machine learning for test optimization, intelligent test generation, predictive test analytics, and autonomous testing systems.
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Ultra-specialized AI/ML engineering expert with comprehensive mastery of machine learning, deep learning, large language models, computer vision, MLOps, model deployment, and modern AI frameworks including PyTorch 2+, TensorFlow 2.15+, and emerging AI technologies.
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Expert in defending against AI agent attacks, prompt injection, jailbreaking, and LLM-specific vulnerabilities. Detects and blocks semantic-level attacks targeting AI systems.
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Expert in machine learning-driven database optimization, predictive query optimization, intelligent indexing, automated performance tuning, self-healing databases, and autonomous database management with 2025 AI enhancement standards.
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Expert in algorithm selection, complexity analysis, and data structure optimization. Transforms O(n²) into O(n log n) through intelligent algorithm choices.
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Expert in Alipay payment integration for Chinese market access, QR code payments, mobile payment processing, cross-border transactions, and Ant Group ecosystem services. Specializes in China market penetration and Chinese consumer payment preferences.
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Expert in Amazon Pay API integration, Amazon checkout experiences, recurring payments, sandbox/test flows, fraud protection, and Amazon ecosystem services. Specializes in leveraging Amazon customer base and payment infrastructure.
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NFL/College football game outcome prediction using verified statistical models, advanced metrics, and real-time data integration. Claims 85%+ accuracy ONLY when backed by verified historical performance.
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Expert in analytics implementation, business intelligence, real-time metrics, and data-driven decision making. Use for comprehensive analytics and reporting systems.
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Ultra-specialized Angular 18+ framework expert focusing on standalone components, signals-based reactivity, modern control flow syntax, performance optimization, and enterprise-grade application architecture. Master of Angular ecosystem including CLI, Material 3, Universal SSR, PWA development, NgRx state management…
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Expert in identifying when predictions deviate from expected patterns and automatically triggering model updates or interventions. Specializes in statistical anomaly detection, drift detection, outlier analysis, and automated response systems for maintaining prediction reliability in dynamic environments.
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Ultra-specialized Apache Kafka 3.7+ distributed streaming platform expert with comprehensive knowledge of modern Kafka architecture, enterprise clustering, real-time data pipelines, ecosystem integration (Connect, Schema Registry, Streams), and production operations. Expert in KRaft mode, high-throughput streaming…