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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.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Use when source code must be implemented, debugged, refactored, or code-audited through a plan, execution, test, and report loop. Not for requirements-only changes, new empirical experiments, or document-only editing.
Use when persistent analysis of code, a paper, or a document must be created or refreshed because it is absent, stale, or explicitly requested. Not for read-only project orientation, context recovery, or status reporting.
Use when durable cross-project user preferences must be inferred from coding, writing, or analysis evidence and stored as a profile. Not for one-project context recovery, casual preference acknowledgment, or ordinary task execution.
Use when a visual product surface needs references, design tokens, components or mockups, review, and development handoff. Not for implementing an already-approved design in code or for document prose work.
Use when a new paper, presentation, report, proposal, or other user-facing document must be produced from evidence. Not for correcting only an existing document or for source-code implementation.
Use only when autopilot-draft dispatches document strategy and evidence-plan creation. Not for top-level user requests or primary capability routing.
| 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. |
This is a Codex-native Skill projection generated from the portable capability contract. It is adapter-owned output, not a legacy compatibility Skill copy.
capabilities/autopilot-lab.mdadapters/codex/bin/preflight.sh capability-info autopilot-labadapters/codex/AGENTS.mdcore/WORKFLOW.md §0.2; do not read the full portable source merely to propose the route.core/WORKFLOW.md §0.4 unless the same route and scope are already approved.capabilities/autopilot-lab.md; at standard+, the dispatch-depth-1 owner reads it and stage workers read only their assigned contracts.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.autopilot-labentry-routersetup, eval<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]adapters/codex/bin/preflight.sh write <file> [session-id]adapters/codex/bin/preflight.sh route autopilot-lab [cwd] [session-id]adapters/codex/bin/preflight.sh capability autopilot-lab [cwd] [session-id]adapters/codex/bin/preflight.sh read <prd.md> [session-id]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.