菜单
Use whenever the task is to inspect archive lineage, write candidate records, request freeze transitions, resolve approvals, or advance CTA strategy lifecycle state in AuraQuant. Trigger on candidate, frozen, production, deprecated, archive, lineage, or approval requests.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Use whenever the task is to fetch, backfill, sync, repair, slice, inspect, or featureize AuraQuant CTA market data. Trigger on requests about OHLCV history, gap filling, data versions, data slices, feature slices, or local data storage layout.
Use whenever the task is to run CTA experiments, inspect eval reports, compare results, or turn structured backtest/evaluation output into the next research decision in AuraQuant.
Use whenever the user wants to advance CTA research in AuraQuant, asks what the next step is, wants the agent to take over the overall research loop, or needs a cross-stage decision spanning data, specs, runtime modules, experiments, evaluation, and archive governance.
Use whenever the task is to define or update CTA runtime modules or specs in AuraQuant, including baseline/filter/execution/risk code under cta_runtime, spec persistence, runtime validation, and first-run assembly with default modules.
Use for CTA research inside Aura when the task is to inspect archived runs, review evaluation artifacts, generate the next structured proposal, or advance approval-gated archive state. Do not use it for generic coding or to invent unsupported execution capability.
| name | cta-governance-operator |
| description | Use whenever the task is to inspect archive lineage, write candidate records, request freeze transitions, resolve approvals, or advance CTA strategy lifecycle state in AuraQuant. Trigger on candidate, frozen, production, deprecated, archive, lineage, or approval requests. |
负责 archive 与审批。主研究 agent 只需要 archive_id / approval_id / target_state / result。
研究阶段（agent 自主）：
提升阶段（人工决策）：
frozen → production：必须走人工审批candidate ──[agent 自动]──► frozen
frozen ──[人工审批]──► production | deprecated
production──[人工审批]──► deprecated
ArchiveRecord.freeze_status 是唯一权威状态。
你做：
EvalReport + ExperimentRun 写 candidate record你不做：
cta-experiment-operator）.archive/ 文件名猜治理状态governance_operator_summary:
archive_id: <ArchiveRecord id>
strategy_id: <关联 StrategySpec id>
current_freeze_status: candidate | frozen | production | deprecated
approval_id: <ApprovalRecord id 或 None>
approval_status: pending | granted | denied | None
target_state: <目标状态>
action_taken: <已执行的动作描述>
next_recommended: <建议主 agent 的下一步>