amag

Pre-generation gap analysis — surface hidden requirements, AI-slop risks, and missing guardrails before the plan is written

Unified external CLI agent runner — backend detection, command dispatch, retry logic, response parsing

Structured codebase search protocol — deep parallel exploration before acting on unfamiliar code

Post-generation plan review — verify references, executability, and acceptance criteria before execution

High-IQ architecture consulting mode — complex trade-offs, hard debugging, read-only analysis

Autonomous exploration and goal-driven execution — read extensively before acting

Anti-AI-slop technical writing — clear prose, human tone, zero filler

Git expert for atomic commits, rebasing, and history management

External knowledge retrieval — official docs, OSS examples, and best practices via web search

Browser automation and visual testing using Antigravity's browser_subagent

Design-first frontend development with modern UI/UX patterns