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PR-37 Domain Intelligence & Delivery Planning

Version: 1.0 | Date: 2026-06-05 | Status: Complete

增强 SF-02 的行业知识能力和交付规划能力,使之从通用需求工厂升级为行业级需求工厂。


Architecture Overview

                        PR-37
         ┌─────────────────────────────────┐
         │                                 │
         │  ┌─ Domain Intelligence ──────┐ │
SF-01 ──┤  │  A. Domain Registry        │ │
   │     │  │  B. Domain Classifier      │ │
SF-02 ──┤  │  C. Industry Epic Gen      │ │
   │     │  │  D. Industry Feature Gen   │ │
   │     │  │  E. Domain Validator       │ │
   │     │  └────────────────────────────┘ │
   │     │                                 │
   └─────┤  ┌─ Delivery Planning ────────┐ │
         │  │  F. Sprint Planner         │ │
         │  │  G. Release Planner        │ │
         │  │  H. Batch Planner          │ │──► SF-03
         │  │  I. Capacity Planner       │ │
         │  │  J. Roadmap Aligner        │ │
         │  └────────────────────────────┘ │
         │                                 │
         │  K. Factory Integration         │
         │     (PR-35/PR-36/SF-01/SF-02)  │
         └─────────────────────────────────┘

Module Map

Part Module File Lines
A Domain Registry domain-registry.mjs 1,278
B Domain Classifier domain-classifier.mjs 456
C Industry Epic Generator industry-epic-generator.mjs 265
D Industry Feature Generator industry-feature-generator.mjs 263
E Domain Validator domain-validator.mjs 290
F Sprint Planner sprint-planner.mjs 472
G Release Planner release-planner.mjs 385
H Batch Planner batch-planner.mjs 284
I Capacity Planner capacity-planner.mjs 276
J Roadmap Aligner roadmap-aligner.mjs 384
Index (Domain Int.) index.mjs 179
Index (Delivery) index.mjs 178
Total 12 files 4,710

Domain Registry (Part A)

16 个行业领域,每个行业 10 个知识维度:

Domain 中文名 Epics Features Category
ERP 企业资源计划 10 67 enterprise-software
MES 制造执行系统 10 67 industrial
CRM 客户关系管理 9 63 enterprise-software
WMS 仓库管理系统 7 49 enterprise-software
SCM 供应链管理 7 42 enterprise-software
HRM 人力资源管理 8 56 management
PLM 产品生命周期管理 7 42 engineering
CAD CAD设计平台 8 56 engineering
EDA 电子设计自动化 8 56 engineering
AI Platform AI平台 8 56 intelligence
E-Commerce 电子商务平台 10 80 commerce
SaaS SaaS平台 8 56 platform
Project Management 项目管理 8 56 management
Knowledge Base 知识管理平台 8 56 management
BI 商业智能平台 8 56 intelligence
IoT Platform 物联网/工业互联网 9 72 industrial

Knowledge Dimensions per Domain

每个行业包含:

  1. name / displayName — 中英文名
  2. description — 行业描述
  3. coreProcesses — 核心业务流程 (3-8)
  4. coreEntities — 核心业务实体 (10-30)
  5. coreEpics — 核心Epic模板 (7-10)
  6. coreFeatures — 核心Feature模板 (40-80 features)
  7. coreKPIs — 核心KPI (5-10)
  8. coreRoles — 核心角色 (5-12)
  9. terminology — 行业术语表 (5-10)
  10. constraints — 行业约束
  11. regulations — 行业法规

Domain Classification (Part B)

Algorithm

  1. 从产品名称和描述中提取关键词
  2. 过滤停用词(系统、平台、管理 等)
  3. 与 16 个领域的 keywords / aliases 匹配
  4. 对每个领域计算匹配分:关键词 × 3 + 别名 × 5 + 名称直接匹配 × 10
  5. 应用交叉匹配映射(如 "跨境电商" → E-Commerce/SCM
  6. 返回 primaryDomain(最高分)、secondaryDomain(次高分)、confidenceScore

Examples

Input Primary Secondary Confidence
AI客服平台 AI Platform E-Commerce 75%
ERP系统 ERP 48%
工业MES系统 MES 75%
跨境电商平台 E-Commerce SCM 83%
工业AI质检 MES AI Platform 87%

Delivery Planning (Parts F-J)

Sprint Planning (Part F)

输入 SF-02 的 stories / dependencies / priorities → 输出 Sprint Plan

Sprint 1: Week 1-2, 7 stories, 20 pts, "Sprint 1: 浏览用户注册列表 / ..."
Sprint 2: Week 3-4, 11 stories, 25 pts, "Sprint 2: ..."
Sprint 3: Week 5-6, 8 stories, 20 pts, "Sprint 3: ..."
  • 基于拓扑排序的依赖约束(依赖的先执行)
  • Sprint 容量控制(velocity / maxStoryPointsPerSprint
  • 自动计算 metricstotalSprints, avgPointsPerSprint, estimatedDurationWeeks

Release Planning (Part G)

MVP/V1/V2/Enterprise/Global → 5 个 Release

Release 1.0.0 (MVP): 10 stories, 验证门禁 x5
Release 1.1.0 (MVP Polish): important patches
Release 2.0.0 (V1): 20 stories
Release 3.0.0 (V2): 30 stories
Release 4.0.0 (Global): Global features

每个 Release 包含:features, validationGates, releaseGoals, dependencyCheck, releaseDate

Batch Planning (Part H)

按依赖层级分组:

  • DevelopmentBatch L0 — 无依赖,可并行开发
  • DevelopmentBatch L1 — 依赖 L0,第二批开发
  • TestingBatch — 开发完成的批次进入测试
  • ReleaseBatch — 测试通过的进入发布
  • DeliveryBatch — 客户交付批次

Capacity Planning (Part I)

  • 复杂度因子(high/medium/low)调整工作量
  • 团队容量计算:teamSize × velocity × sprintCount × availabilityFactor
  • 容量利用率百分比
  • 风险缓冲(riskBufferPercent
  • 交付预测(乐观/现实/悲观)

Roadmap Alignment (Part J)

验证 SF-01 Roadmap 与 PR-37 计划一致性:

  • Phase coverage check
  • Story coverage check
  • Timeline consistency
  • Budget alignment
  • Dependency integrity
  • Alignment Score 0-100

Factory Integration (Part K)

createDomainIntelligenceFactory(strategyPackage, options?)

Returns: { classification, epics, features, validation, warnings }

Options: { domainOverride, includeValidation }

createDeliveryPlanningFactory(upstreamArtifacts, config?)

Accepts SF-02 output as upstreamArtifacts. Returns: { factoryId, status, sprintPlan, releasePlan, batchPlan, capacityPlan, alignmentReport, warnings, metadata }

Config: { sprint: {...}, capacity: {...} }

Artifacts (Part L)

PR37_ARTIFACTS = {
  SPRINT_PLAN:      "sprint-plan",
  RELEASE_PLAN:     "release-plan",
  BATCH_PLAN:       "batch-plan",
  CAPACITY_PLAN:    "capacity-plan",
  ALIGNMENT_REPORT: "alignment-report",
}

SF02_ARTIFACTS (新增from Domain Intelligence):
  DOMAIN_REGISTRY
  INDUSTRY_EPIC_CATALOG
  INDUSTRY_FEATURE_CATALOG
  DOMAIN_VALIDATION_REPORT

Testing (Part M)

57 个测试,12 个 suites0 个失败:

Suite Tests Coverage
Part A — Domain Registry 9 16 domains, 10 dims each
Part B — Domain Classifier 9 All test products + edge cases
Part C — Industry Epic Gen 5 ERP/MES/AI/fallback
Part D — Industry Feature Gen 4 ERP features + type detection
Part E — Domain Validator 5 ERP/MES/generic/unknown
Part F — Sprint Planner 6 Capacity, deps, edge cases
Part G — Release Planner 4 5 releases, gates, null
Part H — Batch Planner 2 Dep levels, batch types
Part I — Capacity Planner 3 Effort, forecast, empty
Part J — Roadmap Aligner 1 Full alignment
Part K — Factory Integration 5 DI + DP factories
Part Z — Regression 4 SF-01, SF-02, pipeline, topo
Total 57 0 failures

Regression Suite

  • SF-01: 77 tests → all pass
  • SF-02: 89 tests → all pass
  • PR-37: 57 tests → all pass
  • Total: 223 tests, 0 failures

Quick Start

import { classifyProduct, createDomainIntelligenceFactory } from './src/pr-37-domain-intelligence/index.mjs';
import { createDeliveryPlanningFactory } from './src/pr-37-delivery-planning/index.mjs';

// 1. Classify product
const classification = classifyProduct({ productName: 'ERP系统' });
console.log(classification.primaryDomain); // "ERP"

// 2. Generate industry-specific epics and features
const diFactory = createDomainIntelligenceFactory({ productName: 'ERP系统' });
console.log(diFactory.epics.length);       // 10 (vs 6 generic)
console.log(diFactory.features.length);     // 67 (vs 21 generic)
console.log(diFactory.validation.overallVerdict); // "pass"

// 3. Generate delivery plans from SF-02 output
const dpFactory = createDeliveryPlanningFactory(sf02Output, {
  sprint: { teamVelocity: 20 },
  capacity: { teamSize: 5 },
});
console.log(dpFactory.sprintPlan.sprints.length);     // e.g., 6
console.log(dpFactory.releasePlan.releases.length);   // 5
console.log(dpFactory.alignmentReport.overallVerdict); // "aligned" / "partial"

Files

src/pr-37-domain-intelligence/
├── domain-registry.mjs          # Part A: 16 industry domain definitions
├── domain-classifier.mjs        # Part B: product-to-domain classification
├── industry-epic-generator.mjs  # Part C: domain-specific epic generation
├── industry-feature-generator.mjs # Part D: domain-specific feature generation
├── domain-validator.mjs         # Part E: domain coverage validation
└── index.mjs                    # Barrel + createDomainIntelligenceFactory()

src/pr-37-delivery-planning/
├── sprint-planner.mjs           # Part F: Sprint plan from stories + deps
├── release-planner.mjs          # Part G: Release plan from MVP scope
├── batch-planner.mjs            # Part H: Dev/Test/Release/Delivery batches
├── capacity-planner.mjs         # Part I: Team capacity + delivery forecast
├── roadmap-aligner.mjs          # Part J: Sprint/Release/Roadmap alignment
└── index.mjs                    # Barrel + createDeliveryPlanningFactory()

test/
└── pr-37-domain-intelligence-delivery-planning.test.mjs  # 57 tests

docs/pr-37/
├── pr-37-domain-intelligence.md   # This doc
└── pr-37-delivery-planning.md     # Delivery planning details