---
excalidraw-plugin: parsed
tags: [excalidraw, quants, capability-map, decision-judgment]
---
==⚠  Switch to EXCALIDRAW VIEW in the MORE OPTIONS menu of this document. ⚠==

# Excalidraw Data

## Text Elements
个人量化 Quant OS 总体架构：一条主价值流、四条保障带、一个反馈闭环 ^t001

架构的目标不是显得复杂，而是让每次决策都能追溯、重放、解释、暂停和退役；未来加期货、期权或多账户时不必推倒重来。 ^t002

资本与策略授权层 ^t004

输入：目标、资金用途、风险承受、流动性、市场与账户权限 ^t005

输出：Cash / Beta / Alpha 预算、资产池、限额、再平衡与停机条件 ^t006

验收：任何持仓与策略都能回答“为什么允许它占用这笔资本” ^t007

主价值流：信息和资产状态向前流动 ^t008

数据快照 ^t010

原始行情 / 基本面
公司行动 / 交易日历 ^t011

输出：dataset_id ^t012

特征与标签 ^t015

清洗 / 复权 / 可交易池
feature / label ^t016

输出：feature_set_id ^t017

预测与信号 ^t020

规则 / 因子 / 模型
方向、强度、置信度 ^t021

输出：signal_id ^t022

目标权重 ^t025

风险、成本、容量约束
多策略资本分配 ^t026

输出：target_book ^t027

订单计划 ^t030

目标差额 / 切单 / 时机
限价、撤单、降级 ^t031

输出：order_plan_id ^t032

执行与成交 ^t035

券商 / 交易所回报
部分成交、废单、重连 ^t036

输出：fill_book ^t037

账本与对账 ^t040

目标账 / 执行账 / 券商账
现金、仓位、费用一致 ^t041

输出：recon_report ^t042

监控与归因 ^t045

PnL / 暴露 / 成本 / 偏差
健康度、告警、失效 ^t046

输出：decision_memo ^t047

反馈闭环：归因与异常证据 → 更新数据规则、研究假设、风险预算、成本参数、资本分配或退役决策 ^t049

横切保障：不是某一个站点，而是覆盖整条价值流的共同合同 ^t050

数据治理 ^t052

来源登记｜schema｜缺失与异常｜复权/公司行动｜幸存者偏差与 PIT｜版本｜血缘｜许可与保留期 ^t053

风险与成本治理 ^t055

风险预算 / 暴露 / 限额 / 压力情景｜佣金 / 价差 / 滑点 / 冲击 / 容量｜研究假设与实盘偏差同时监控 ^t056

可靠性与控制 ^t058

单元 / 集成 / 回放 / 回归测试｜日志 / 指标 / 链路 ID / 告警｜最小权限｜密钥隔离｜备份、恢复、审计、kill switch ^t059

AI 与自动化 ^t061

AI coding｜测试生成｜实验摘要｜文档与知识库｜策略评审｜异常分诊；自动化可以提速，但不能绕过资本、风险与上线闸门 ^t062

三个不可破坏的不变量 ^t063

三本账能对上 ^t065

目标权重、内部订单/成交、券商持仓与现金
必须能按 instrument / account / time 重建差异。 ^t066

每次运行可追溯 ^t068

dataset / feature / model / code / config / run ID
必须随结果一起保存，才能复现与回放。 ^t069

每条策略可退出 ^t071

上线、加仓、降权、暂停、修复、退役与归档
都要有规则；“只会上不会下”不是系统。 ^t072

双重身份提示：风险/成本“估计值”是目标权重与订单计划的输入；风险/成本“治理”是从研究到实盘都必须持续满足的约束。 ^t073

%%
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```
%%