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
SECTION 1: Usage, Prerequisites, and Agent Delegation	references/section-1-1-usage-prerequisites-and-agent-delegation.md
SECTION 2: Context Recovery (Step 1 of Every Iteration)	references/section-2-2-context-recovery-step-1-of-every-iteration.md
SECTION 3: Sprint Contract Negotiation (Steps 2-3)	references/section-3-3-sprint-contract-negotiation-steps-2-3.md
SECTION 4: Agent Team Execution (Step 4)	references/section-4-4-agent-team-execution-step-4.md
SECTION 4B: Cross-Group Parallelism	references/section-4B-4b-cross-group-parallelism.md
SECTION 5: Ratchet Gate (Step 5)	references/section-5-5-ratchet-gate-step-5.md
SECTION 6: PASS/FAIL Handling (Steps 6-7)	references/section-6-6-pass-fail-handling-steps-6-7.md
SECTION 7: App Lifecycle Management	references/section-7-7-app-lifecycle-management.md
SECTION 8: Architecture Amendment Detection	references/section-8-8-architecture-amendment-detection.md
SECTION 9: GAN Design Loop (Frontend Groups Only, Full Mode)	references/section-9-9-gan-design-loop-frontend-groups-only-full-mode.md
SECTION 10: Session Chaining	references/section-10-10-session-chaining.md
SECTION 11: Stopping Criteria	references/section-11-11-stopping-criteria.md
SECTION 12: Failure-Driven Learning	references/section-12-12-failure-driven-learning.md
SECTION 13: Gotchas	references/section-13-13-gotchas.md

How to use

1. Parse flags and confirm prerequisites from SECTION 1 (references/section-1-1-usage-prerequisites-and-agent-delegation.md).
2. Each iteration: SECTION 2 → 3 → 4/(4B) → 5 → 6 → … as needed.
3. On stop/budget/done: SECTION 10–12.
4. Wiring contract tests scan this file and references/*.md as one corpus.

Load-bearing gate names (always visible here for harness integrity)

Gate 4 / pre-merge must continue to invoke: cycle-gate.js, coupling-gate.js, mutation-gate.js / mutation-smoke, regression-gate.js, contract-accessibility-default.js as specified in the section files. Full procedure lives in the references.