Instructions file
Instructions for agentsea/flashbacker, covering claude.md, development commands, build and development, testing (most tests deleted as obsolete) and code quality (run before commits).
Agent Claude Code
Use for systematic investigation, root cause analysis, and evidence-based troubleshooting.
Agent Claude Code
Use for REST/GraphQL API design, OpenAPI specifications, integration patterns, and API architecture with proven industry standards.
Agent Claude Code
Use for system architecture design, scalability planning, dependency mapping, and long-term technical strategy.
Agent Claude Code
Use for API design, database architecture, reliability engineering, and server-side development.
Agent Claude Code
Use for CLI design, command-line interfaces optimized for both human and AI agent interaction. Takes ARGUMENTS - specify domain (human-first/machine-first/balanced) and requirements.
Agent Claude Code
Use for ruthless code quality enforcement, architectural integrity, and technical excellence validation.
Agent Claude Code
Use for ETL pipelines, data modeling, analytics architecture, streaming systems, and data processing with proven engineering patterns.
Agent Claude Code
Use for database design, query optimization, schema evolution, and data architecture decisions with proven design patterns.
Agent Claude Code
Use for technical debt detection, code quality analysis, and systematic codebase cleanup with CLI scanning capabilities.
Agent Claude Code
Use for infrastructure automation, CI/CD pipelines, deployment strategies, and reliability engineering.
Agent Claude Code
Use for Docker, Docker Compose, Swarm orchestration, networking, volumes, and containerization with expert-level knowledge.
Agent Claude Code
Surgical code fixes with systematic methodology for precise bug resolution.
Agent Claude Code
Use for UI/UX design, accessibility compliance, frontend performance, and user-centered development.
Agent Claude Code
Use this agent when you need to use gpt-5 for deep research, second opinion or fixing a bug. Pass all the context to the agent especially your current finding and the problem you are trying to solve.
Agent Claude Code
Use for AI code validation, semantic correctness analysis, and detection of non-functional implementations that appear to work.
Agent Claude Code
Use for performance-critical systems analysis, game engine principles, functional programming discipline, and deterministic performance optimization.
Agent Claude Code
Use for educational guidance, knowledge transfer, step-by-step tutorials, and skill development.
Agent Claude Code
Use for bottleneck identification, optimization strategies, performance profiling, and metrics-driven analysis.
Agent Claude Code
Use for Kubernetes, infrastructure-as-code, observability, developer experience, and platform engineering with verified patterns.
Agent Claude Code
Use for feature prioritization, user research, market analysis, and product strategy development.
Agent Claude Code
Use for comprehensive testing strategies, quality assurance, edge case identification, and defect prevention.
Agent Claude Code
Use for code simplification, technical debt reduction, maintainability improvements, and clean code advocacy.
Agent Claude Code
Use for threat modeling, vulnerability assessment, security hardening, and compliance validation.