autopilot-lab

name	autopilot-lab
description	Use when training setup, checkpoint evaluation, ablation, metric computation, or other new empirical output is required. Not for ordinary production-code changes that create no new experiment or evaluation result.

autopilot-lab

This is a Codex-native Skill projection generated from the portable capability contract. It is adapter-owned output, not a legacy compatibility Skill copy.

Source

• Portable source: capabilities/autopilot-lab.md
• Runtime check: adapters/codex/bin/preflight.sh capability-info autopilot-lab
• Bootstrap: adapters/codex/AGENTS.md

Use

1. Before approval, route from this compact metadata and core/WORKFLOW.md §0.2; do not read the full portable source merely to propose the route.
2. Present the five-field confirmation card from core/WORKFLOW.md §0.4 unless the same route and scope are already approved.
3. After approval, direct/quick acting sessions read capabilities/autopilot-lab.md; at standard+, the dispatch-depth-1 owner reads it and stage workers read only their assigned contracts.
4. Run adapters/codex/bin/preflight.sh capability-info autopilot-lab and obey the reported status:
   • instruction-only: use this Skill as Codex guidance plus explicit preflight guards.
   • tool-contract: report the named tool_contract, run any tool_contract_check, and obey runtime_surface / fallback before claiming full support.
   • unsupported: stop or use the reported fallback.

Shape

• Identifier: autopilot-lab
• Invocation class: entry-router
• Supported modes: setup, eval
• Argument shape: <task description> [--mode setup|eval|auto] [--parent <slug>] [--ref <similar-model-path>] [--intensity direct|quick|standard|strong|thorough|adversarial] [--report] [--from spec|scaffold|run|eval|summary]
• Portable meaning: Rapid experiment prototyping around training setup and checkpoint evaluation/analysis.

Required Guards

• Before edits: adapters/codex/bin/preflight.sh write <file> [session-id]
• Before capability routing/spec-changing work: adapters/codex/bin/preflight.sh route autopilot-lab [cwd] [session-id]
• Before spec-changing work: adapters/codex/bin/preflight.sh capability autopilot-lab [cwd] [session-id]
• After actually reading a spec PRD: adapters/codex/bin/preflight.sh read <prd.md> [session-id]
• For workflow state: adapters/codex/bin/preflight.sh status [cwd] [session-id] and adapters/codex/bin/preflight.sh prompt-signal [cwd] [session-id]

Do not use legacy compatibility Skill files or non-native adapter Skill files as Codex-native source. Those files are compatibility/reference surfaces only.