auto

name	auto
description	Autonomous build loop with Karpathy ratcheting, GAN evaluator, and session chaining. Iterates story groups until all features pass or stopping criteria met.
argument-hint	[--mode full|lean] [--group GROUP_ID]
context	fork

Auto Skill

Autonomous build loop implementing Karpathy's ratcheting pattern with GAN-style generator-evaluator separation, agent teams for parallel execution, sprint contracts for verifiable done-criteria, self-healing with failure-driven learning, and session chaining for multi-context-window builds.

Ultracode tip: Leave ultracode off here (/effort high or lower). This loop already orchestrates its own agent teams and generator↔evaluator fan-out against sprint contracts; ultracode's auto-workflows would double-orchestrate, fight the contracts, and burn tokens. Do the divergent thinking earlier (/brownfield, /design, /spec) with ultracode on, then turn it off before running /auto.

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Progressive loading (Phase 4)

This skill is an orchestrator index. Load only the section file for the step you are executing — do not read every reference up front.

When	Read