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NOMOS 决策审计工作台 · 用户指南NOMOS Decision Audit Workbench · User Guide

在批准预算内,为「日本市场进入结构」进行候选方案对比、压力测试与认知审计,并形成可哈希验证的审计报告。引擎只出候选,最终裁决权永远在人。Within the approved first-year budget, compare market-entry structure alternatives for Japan, run stress scenarios and cognitive audits, and produce a hash-verifiable audit report. The engine proposes; humans dispose.

版本Version:v1.0 更新Updated:2026-09-14 内核Engine:NOMOS 决策审计内核

1. 产品简介1. Overview

NOMOS 决策审计工作台是一个 确定性、可审计、有责任归属 的决策支持工具。它把一次重大决策拆解为六个可复查的环节:候选方案对比、压力场景、认知审计发现、信息优先级、责任映射与人工审批门,最终输出附着哈希链的审计报告。NOMOS Decision Audit Workbench is a deterministic, auditable, accountable decision-support tool. It decomposes a major decision into six reviewable stages — alternatives comparison, stress scenarios, cognitive audit findings, information priority, responsibility mapping, and a human approval gate — and finally produces a hash-chained audit report.

示例目标EXAMPLE 页面内置的演示目标:「Select a market-entry structure for Japan within the approved first-year budget.」所有模块围绕这一目标运行,可完整走通一次审计闭环。The built-in demo goal: "Select a market-entry structure for Japan within the approved first-year budget." All modules run against this goal to complete a full audit loop.

设计原则Design Principles

  • 确定性Deterministic:同一输入必然得到同一输出,结论可复算。: same input, same output, reproducible.
  • 可追溯Auditable:每一步评分、约束检查与结论均有记录,并以哈希链固定。: every score, constraint check and conclusion is recorded and fixed by a hash chain.
  • 责任闭环Accountable:每个要素都标注负责人与授权来源,避免「集体决策无人担责」。: every element carries an owner and an authorization source.
  • 人留最后Human in the loop:审批门之前的一切都是候选,签字才是结论。: everything before the gate is a candidate; the signature is the conclusion.

2. 快速上手2. Quick Start

打开工作台即可开始,无需注册。整个审计闭环分六步:Open the workbench and start immediately. The audit loop has six steps:

1

查看目标Read the goal

确认待决策目标与预算约束Confirm the goal and budget constraints

2

录入候选与评分Add candidates

为各候选方案设定维度权重与评分Set dimension weights and scores per alternative

3

声明硬/软约束Set constraints

硬约束判生死,软约束计惩罚Hard constraints gate; soft constraints penalize

4

运行压力与认知审计Stress & audit

触发压力场景与反证分支检查Trigger stress scenarios and inverse branches

5

核对责任映射Verify ownership

确认每个要素的负责人与授权来源Confirm owner and authorization per element

6

审批签字Approve

通过人工审批门,固化审计报告Pass the human gate and finalize the report

3. 核心机制3. Core Mechanics

工作台共 6 个功能卡片,自顶向下构成完整审计流水线。The workbench renders 6 function cards that form a complete audit pipeline.

3.1 候选方案对比3.1 Alternative Comparison

对每个候选方案按多个维度做 加权评分,再叠加 硬约束软约束 检查:Each alternative is scored by weighted dimensions, then checked against hard and soft constraints:

  • 维度权重:如示例中规模维度权重 0.45,归一化评分 0.04,加权得分 0.0180。Dimension weights: e.g., scale weight 0.45, normalized score 0.04, weighted score 0.0180.
  • 硬约束:不满足即淘汰,例:首个财年预算上限、法务前置条款。Hard constraints: failure means elimination, e.g., first-year budget cap, legal preconditions.
  • 软约束:不满足不淘汰,但按惩罚系数扣分(如示例扣 0.10)。Soft constraints: no elimination but a penalty (0.10 in the example).
注意NOTE 软约束惩罚后得到总得分(示例 total_score = 0.1655)。分数仅用于排序候选,不构成最终结论。After soft-constraint penalty you get the total score (0.1655 in the example). Scores rank candidates only; they are not conclusions.

3.2 压力场景3.2 Stress Scenarios

基于声明场景(如市场准入失败、汇率波动、牌照延期)对候选做 稳健性检验。结构化效应会明确告知受影响候选的资格状态:Under declared scenarios (e.g., failed market access, FX volatility, license delay) candidates undergo robustness checks. The structural effect states eligibility explicitly:

structural_effect → The affected alternatives lose their declared validity
basis; their eligibility must be recomputed before approval.

压力场景命中后,相关替代方案的权重会被重估(示例 adjusted_weight = 0.55),资格需重算后方可进入审批。When a stress hits, affected alternatives get re-weighted (0.55 in the example) and eligibility must be recomputed before approval.

3.3 认知审计发现3.3 Cognitive Audit Findings

认知审计层负责暴露决策过程的结构性弱点,包括三类发现:The cognitive audit layer exposes structural weaknesses in three kinds of findings:

  • 最薄弱变量Weakest variable:对总得分影响最大、最不确定的输入。: the input with the largest influence and the highest uncertainty.
  • 反证分支Inverse branch:与当前偏好结论相反的证据链,防止确认偏误。: evidence chains that contradict the preferred conclusion, countering confirmation bias.
  • 信息黑洞Information gaps:关键变量缺失导致因果链断裂,需补齐条件后才能定论。: missing key variables that break the causal chain; conditions must be filled before concluding.

3.4 信息优先级3.4 Information Priority

决策输入按影响程度分三级排序,帮助团队聚焦关键信息:Inputs are tiered by impact to focus the team:

级别Tier含义Meaning处理方式Action
阻断级Blocking不满足将直接否决候选Failure vetoes the candidate必须优先核实Verify first
结构级Structural改变方案结构或权重Changes structure or weights触发重算Triggers recompute
审查级Review影响结论质量,需人工复核Affects conclusion quality列入审查清单Goes to review list

3.5 责任映射3.5 Responsibility Map

责任映射将每个决策要素绑定到「负责人 + 授权来源」,二者缺一即视为责任缺口:The responsibility map binds every element to an owner and an authorization source; a missing either side is a gap:

要素Element负责人Owner授权来源Authorization source
候选方案评分Alternative scoringBoard Strategy Committee2026 governance charter
约束条件声明Constraint declarations(随方案配置)(per alternative)(随方案配置)(per alternative)

这一设计将责任追溯到最小决策单元,杜绝「人人都有责、人人无责任」。Accountability traces back to the smallest decision unit — no diffusion of responsibility.

3.6 审计报告与哈希链3.6 Audit Report & Hash Chain

每一步审计事件都会写入哈希链:每个事件哈希由前一事件哈希参与计算,任何单点改动都会让整条链失效。核心结构:Every audit event enters a hash chain: each event hash incorporates the previous event hash, so any single alteration invalidates the whole chain. Core structure:

algorithm_audit_root_hash = e890018e8d7a261b948b03f02f03d2f2f48cddfc71b3d67c8108f34c71825d99
event_hash        = b67942293097de189e89d7cb8023d5fe99ba3964770e39b0b151072186b18f01
previous_event_hash = b67942293097de189e89d7cb8023d5fe99ba3964770e39b0b151072186b18f01
record_hash       = 8b0e373aebdcf77efc05c7f495868155349c33bd320965753fb5912e130a7dae
report_hash       = d192f11aaede5426248ae7e819d5f4e2d9469d4dc724fc41ca369c526b546299
reconstruction_id = REC-499454CC7F74

审计报告以自然语言给出审查结论,并携带哈希值供第三方复核——报告可以被任何人独立验证,但无法被伪造。The report gives a narrative conclusion with hashes for independent verification — anyone can verify, nobody can forge.

验证方法VERIFY 使用 SHA-256 重算关键事件可核对哈希链完整性;reconstruction_id 用于回放决策重建过程。Recompute SHA-256 over key events to verify chain integrity; use reconstruction_id to replay the decision reconstruction.

3.7 人工审批门3.7 Human Approval Gate

流水线终点是人工审批门。只有授权人签字后,报告才正式生效;若被驳回,系统按反事实逻辑注入修正变量并重跑候选集,收敛后再次提交人工裁决。The pipeline ends at the Human Approval Gate. The report takes effect only after an authorized signature; if rejected, the system injects corrective variables, reruns the candidate set, and resubmits for a new human ruling.

  • 签字生效:结论由人承担,引擎不背锅、也不揽责。Signature finalizes: humans own the outcome.
  • 驳回重跑:修正变量收敛后等待再次裁决。Rejection reruns: corrected variables converge, then a new ruling.

4. 常见问题4. FAQ

Q1:数据会上传到服务器吗?Q1: Is my data uploaded?

演示场景中所有候选、评分与审计事件均在本机浏览器内运行,不上传任何服务器。In the demo, all candidates, scores and audit events run locally in your browser — nothing is uploaded.

Q2:哈希链能做什么用?Q2: What is the hash chain for?

用于事后核验审计过程未被篡改:重新计算事件哈希并与链上记录比对即可;也可作为仲裁或举证材料。To prove the audit process is untampered: recompute event hashes and compare — usable as arbitration evidence.

Q3:如何更换决策目标?Q3: Can I change the decision goal?

修改目标后建议重置候选与评分,再重跑压力场景与认知审计,确保结论基于一致前提。After changing the goal, reset candidates and scores, then rerun stress and cognitive audits for a consistent premise.

Q4:谁负责审批签字?Q4: Who signs off?

由本页面责任映射中标注的负责人执行;系统不代签、不默认通过。The owner recorded in the responsibility map signs; the system never signs on anyone's behalf.

5. 术语表5. Glossary

术语Term含义Meaning
加权评分 / Weighted scoring维度权重 × 归一化评分 求和Sum of dimension weight × normalized score
硬约束 / Hard constraint不满足即淘汰的边界条件Gate condition; failure eliminates the candidate
软约束 / Soft constraint不满足扣分但不淘汰Penalty without elimination
反证分支 / Inverse branch与当前偏好结论相反的证据链Evidence chain against the preferred conclusion
信息黑洞 / Information gap关键变量缺失导致因果链断裂Missing key variable that breaks the causal chain
反事实重选 / Counterfactual reselection假设失效时注入修正变量重跑候选Rerun candidates with corrective variables when assumptions fail
哈希链 / Hash chain事件哈希逐级串联、单点改动全局失效Chained event hashes; any change breaks the chain