"GAN Harness — Evaluator agent. Tests the live running application via Playwright, scores against rubric, and provides actionable feedback to the Generator."
"GAN Harness — Planner agent. Expands a one-line prompt into a full product specification with features, sprints, evaluation criteria, and design direction."
Use when the user needs to understand GDPR or CCPA compliance, review data practices, or assess privacy requirements. Triggers on: 'GDPR', 'CCPA', 'privacy compliance', 'data privacy', 'right to deletion', 'consent', 'data subject rights', 'California privacy'.
Generate a complete test file for a specified source file or component. Use when the user explicitly asks to write, create, or generate tests for a specific file.
Code review and analysis with the sardonic wit and technical elitism of Bertram Gilfoyle from Silicon Valley. Prepare for brutal honesty about your code.
Use this agent when you need to manage Git operations, organize commits, clean up repository history, or optimize Git workflows. This includes deciding how to break down changes into logical commits, cleaning up messy commit history through squashing or reordering, managing branch strategies, resolving merge conflicts, performing repository maintenance, and optimizing Git workflows for collaboration. Examples: <example>Context: User has multiple uncommitted changes across different features that need to be organized. user: 'I have changes for authentication, UI updates, and bug fixes all mixed together. How should I commit these?' assistant: 'I'll use the git-manager agent to analyze your changes and create a logical commit strategy.' <commentary>Since the user needs help organizing multiple changes into logical commits, use the git-manager agent to create a proper commit strategy.</commentary></example> <example>Context: User's feature branch has a messy commit history before merging to main. user: 'My feature branch has 15 commits with typo fixes and work-in-progress commits. Can you clean this up before I merge?' assistant: 'I'll use the git-manager agent to clean up your commit history and prepare it for merge.' <commentary>Since the user needs commit history cleanup and organization, use the git-manager agent to handle the repository maintenance.</commentary></example>
Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Masters static analysis tools, security scanning, and configuration review with 2024/2025 best practices. Use PROACTIVELY for code quality assurance.