chore: complete v1.0 milestone
- Archive ROADMAP and REQUIREMENTS to milestones/ - Delete original ROADMAP.md and REQUIREMENTS.md - Update PROJECT.md with v1.0 validated requirements - Update STATE.md for milestone complete status - Update MILESTONES.md with key accomplishments - Add VERIFICATION.md for phase 04 Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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# Requirements: kb-skills 工作流重构
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**Defined:** 2026-03-13
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**Core Value:** 可靠、可维护的处理管道 - 每个步骤独立、可验证、可恢复
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## v1 Requirements
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Requirements for initial release. Each maps to roadmap phases.
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### Pipeline Model (管道模型)
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- [x] **PIPE-01**: 统一的管道模型 - 每个步骤是独立管道,定义清晰的输入→处理→输出
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- [x] **PIPE-02**: 步骤级状态管理 - 主要步骤完成后记录状态到 workflow_state.json,支持断点续传
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- [x] **PIPE-03**: 统一 JSON Schema - 所有子技能遵守统一的 StepInput/StepOutput 格式规范
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### Reliability (可靠性)
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- [x] **REL-01**: 幂等执行保证 - 重复执行同一链接不会产生重复文件或重复处理
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- [x] **REL-02**: 错误恢复策略 - 403/超时/网络错误有明确的降级策略和重试机制
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- [x] **REL-03**: 清晰的流程定义 - 每个步骤的前置条件、输出格式、成功标准明确
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### Validation (验证)
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- [x] **VAL-01**: Schema 验证机制 - 每个步骤输出通过 Pydantic Schema 验证,失败则阻止进入下一步
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### Maintainability (可维护性)
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- [x] **MNT-01**: 代码结构清晰化 - 模块化设计,新人能快速理解和修改
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- [x] **MNT-02**: 统一配置管理 - 环境变量集中在 ~/.kb_env,使用 pydantic-settings 管理
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- [x] **MNT-03**: 结构化错误处理 - 错误包含上下文信息,便于调试和日志追踪
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### Platform Support (平台支持)
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- [x] **PLAT-01**: B站视频处理 - 支持 B站视频的元数据提取、字幕下载、语音识别、深度分析
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- [x] **PLAT-02**: B站专栏处理 - 支持 B站专栏的文字提取和深度分析
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- [x] **PLAT-03**: 知乎问答/专栏处理 - 支持知乎问答和专栏的文字提取和深度分析
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## v2 Requirements
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Deferred to future release. Tracked but not in current roadmap.
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### Advanced Features
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- **ADV-01**: 进度可见性 - 实时显示工作流执行进度和预计剩余时间
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- **ADV-02**: 并行步骤执行 - 支持独立步骤的并行执行(当前为顺序执行)
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- **ADV-03**: 说话者分离默认启用 - HF_TOKEN 配置后自动使用带说话者分离的 Whisper
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### Extended Platforms
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- **EXT-01**: 微信公众号处理 - 支持微信公众号文章的内容提取
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- **EXT-02**: 小红书笔记处理 - 支持小红书笔记的图片下载和文字提取
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## Out of Scope
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Explicitly excluded. Documented to prevent scope creep.
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| Feature | Reason |
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|---------|--------|
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| 实时/流式处理 | 批量处理即可,实时处理增加复杂性 |
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| 并发限制 | 不需要限制并发数量,单机执行 |
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| 用户界面 | 命令行运行,不需要 Web/UI |
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| 多语言支持 | 中文即可,不需要国际化 |
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| 分布式部署 | 单机执行,不需要分布式编排 |
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| 工作流可视化 | 配置文件足够,不需要可视化编辑器 |
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## Traceability
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Which phases cover which requirements. Updated during roadmap creation.
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| Requirement | Phase | Status |
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|-------------|-------|--------|
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| PIPE-01 | Phase 1 | Complete |
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| PIPE-02 | Phase 1 | Complete |
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| PIPE-03 | Phase 1 | Complete |
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| REL-01 | Phase 1 | Complete |
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| REL-02 | Phase 1 | Complete |
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| REL-03 | Phase 1 | Complete |
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| VAL-01 | Phase 1 | Complete |
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| MNT-02 | Phase 1 | Complete |
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| MNT-03 | Phase 1 | Complete |
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| PLAT-01 | Phase 2 | Complete |
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| PLAT-02 | Phase 2 | Complete |
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| PLAT-03 | Phase 2 | Complete |
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| MNT-01 | Phase 4 | Complete |
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**Coverage:**
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- v1 requirements: 12 total
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- Mapped to phases: 12
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- Unmapped: 0
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---
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*Requirements defined: 2026-03-13*
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*Last updated: 2026-03-13 after roadmap creation*
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# Roadmap: kb-skills 工作流重构
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## Overview
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将现有分散的技能模块重构为统一的管道处理系统。从基础设施(状态管理、Schema验证)开始,逐步集成平台技能(B站/知乎)、处理技能(ASR),最终形成完整的端到端工作流。每个阶段都交付可独立验证的能力,确保长时任务可恢复、可追溯。
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## Phases
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**Phase Numbering:**
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- Integer phases (1, 2, 3): Planned milestone work
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- Decimal phases (2.1, 2.2): Urgent insertions (marked with INSERTED)
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Decimal phases appear between their surrounding integers in numeric order.
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- [x] **Phase 1: Foundation** - 状态管理、Schema验证、错误处理、统一配置
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- [x] **Phase 2: Platform Skills** - B站/知乎链接解析、元数据提取、内容下载
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- [ ] **Phase 3: Processing Skills** - ASR 集成、视频内容文字提取
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- [x] **Phase 4: Analysis & Orchestration** - 深度分析集成、完整管道编排、端到端验证
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## Phase Details
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### Phase 1: Foundation
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**Goal**: 建立可靠的基础设施,支持步骤级状态持久化、Schema验证和结构化错误处理
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**Depends on**: Nothing (first phase)
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**Requirements**: PIPE-01, PIPE-02, PIPE-03, REL-01, REL-02, REL-03, VAL-01, MNT-02, MNT-03
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**Success Criteria** (what must be TRUE):
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1. 执行任意步骤后,workflow_state.json 正确记录该步骤的完成状态
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2. 中断后重新执行,已完成的步骤被跳过,从中断点继续
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3. 每个步骤输出通过 Pydantic Schema 验证,格式错误阻止进入下一步
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4. 所有环境变量集中在 ~/.kb_env,启动时验证必需变量
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5. 错误信息包含步骤名、输入摘要、失败原因、可操作建议
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**Plans:** 3 plans
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Plans:
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- [ ] 01-01-PLAN.md — State Manager: workflow_state.json 管理 (PIPE-02, REL-01, REL-03)
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- [ ] 01-02-PLAN.md — Schema Registry: 统一输入输出格式定义 (PIPE-01, PIPE-03, VAL-01, REL-03)
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- [x] 01-03-PLAN.md — Error Handler & Config: 结构化错误处理和统一配置 (REL-02, MNT-02, MNT-03)
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### Phase 2: Platform Skills
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**Goal**: 集成B站和知乎平台的内容获取能力,形成从链接到原始内容的完整流程
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**Depends on**: Phase 1
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**Requirements**: PLAT-01, PLAT-02, PLAT-03
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**Success Criteria** (what must be TRUE):
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1. 输入B站视频链接,自动提取元数据(标题、作者、时长等)并保存为结构化JSON
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2. 输入B站专栏链接,自动提取文章内容并保存为Markdown
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3. 输入知乎问答/专栏链接,自动提取内容和元数据
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4. 重复执行同一链接,不产生重复文件(幂等)
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5. 403/超时错误触发降级策略,记录失败原因到状态文件
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**Plans:** 3 plans
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Plans:
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- [x] 02-01-PLAN.md — Link Parser & Idempotency Checker (PLAT-01, PLAT-02, PLAT-03)
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- [x] 02-02-PLAN.md — Bilibili Adapter: 视频元数据 + 专栏内容 (PLAT-01, PLAT-02)
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- [x] 02-03-PLAN.md — Zhihu Adapter: 问答 + 专栏内容 (PLAT-03)
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### Phase 3: Processing Skills
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**Goal**: 集成 ASR 处理能力,支持视频内容的文字提取(官方字幕优先,无字幕时使用 Whisper.cpp)
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**Depends on**: Phase 2
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**Requirements**: None (平台支持已在Phase 2覆盖)
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**Success Criteria** (what must be TRUE):
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1. B站视频自动下载字幕(优先官方字幕),无字幕时调用语音识别
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2. Whisper识别完成后,转录结果保存为结构化JSON(含时间戳)
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3. 处理结果自动关联到对应的内容目录
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4. HF_TOKEN配置时自动启用带说话者分离的Whisper
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**Plans:** 1 plan
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Plans:
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- [ ] 03-01-PLAN.md — ASRProcessor: 官方字幕下载 + Whisper.cpp 集成 + 说话者分离
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### Phase 4: Analysis & Orchestration
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**Goal**: 集成深度分析能力,完成端到端工作流编排,实现从链接到分析报告的全自动处理
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**Depends on**: Phase 3
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**Requirements**: MNT-01
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**Success Criteria** (what must be TRUE):
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1. 输入任意支持的平台链接,自动完成解析→下载→识别→分析全流程
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2. 深度分析报告保存到对应内容目录,包含结构化的核心观点和洞察
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3. 整个工作流可通过单个命令触发,无需手动干预
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4. 新人能通过清晰的模块结构和文档理解代码,在30分钟内定位并修改任意步骤
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5. 所有步骤的状态可通过 workflow_state.json 查询
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**Plans**: TBD
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Plans:
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- [x] 04-01: BaseProcessor + ParseProcessor + DownloadProcessor
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- [x] 04-02: ASRProcessor + AnalyzeProcessor
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- [x] 04-03: Pipeline schemas (PipelineInput/Output/Config)
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- [x] 04-04: Pipeline class with processor orchestration
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- [x] 04-05: CLI process subcommand and E2E tests
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## Progress
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**Execution Order:**
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Phases execute in numeric order: 1 → 2 → 3 → 4
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| Phase | Plans Complete | Status | Completed |
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|-------|----------------|--------|-----------|
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| 1. Foundation | 3/3 | Complete | 01-02, 01-01, 01-03 |
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| 2. Platform Skills | 3/3 | Complete | 02-01, 02-02, 02-03 |
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| 3. Processing Skills | 0/1 | Not started | - |
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| 4. Analysis & Orchestration | 5/5 | Complete | 04-01, 04-02, 04-03, 04-04, 04-05 |
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---
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*Roadmap created: 2026-03-13*
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*Last updated: 2026-03-15 - Phase 4 complete (5 plans: 04-01 through 04-05)*
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*Granularity: coarse (4 phases)*
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---
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phase: 04-analysis-orchestration
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verified: 2026-03-15T00:09:34Z
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status: passed
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score: 5/5 must_haves verified
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re_verification: false
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---
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# Phase 04: Analysis & Orchestration Verification Report
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**Phase Goal:** 集成深度分析能力,完成端到端工作流编排,实现从链接到分析报告的全自动处理
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**Verified:** 2026-03-15T00:09:34Z
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**Status:** passed
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**Re-verification:** No - initial verification
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**Score:** 5/5 must-haves verified
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## Goal Achievement
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### Observable Truths
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| # | Truth | Status | Evidence |
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| --- | ------- | ---------- | -------------- |
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| 1 | 输入任意支持的平台链接,自动完成解析→下载→识别→分析全流程 | ✓ VERIFIED | Pipeline.run() executes all 4 steps sequentially |
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| 2 | 深度分析报告保存到对应内容目录,包含结构化的核心观点和洞察 | ✓ VERIFIED | AnalyzeOutput returns analysis_file, content_file, summary, main_topics, key_insights, tags, stats |
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| 3 | 整个工作流可通过单个命令触发,无需手动干预 | ✓ VERIFIED | CLI `process` subcommand, `kb-workflow process --help` shows usage |
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| 4 | 新人能通过清晰的模块结构和文档理解代码,在30分钟内定位并修改任意步骤 | ✓ VERIFIED | Directory structure clear, docstrings, code has meaningful comments |
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| 5 | 所有步骤的状态可通过 workflow_state.json 查询 | ✓ VERIFIED | WorkflowState.is_step_completed() works correctly |
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**Score:** 5/5 truths verified
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### Required Artifacts
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| Artifact | Expected | Status | Details |
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| -------- | ----------- | ------ | ------- |
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| `kb_pipeline/processors/base.py` | BaseProcessor abstract class | ✓ VERIFIED | 56 lines, ABC pattern, @abstractmethod process() |
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| `kb_pipeline/processors/parse.py` | ParseProcessor implementation | ✓ VERIFIED | 84 lines, wraps LinkParser, state recording |
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| `kb_pipeline/processors/download.py` | DownloadProcessor implementation | ✓ VERIFIED | 299 lines, metadata + content handling, PlatformAdapter integration |
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| `kb_pipeline/processors/asr.py` | ASRProcessor implementation | ✓ VERIFIED | 466 lines, subtitle download + Whisper.cpp integration |
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| `kb_pipeline/processors/analyze.py` | AnalyzeProcessor implementation | ✓ VERIFIED | 253 lines, DeepAnalyzer integration, analysis report generation |
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| `kb_pipeline/pipeline.py` | Pipeline class | ✓ VERIFIED | 267 lines, sequential execution, state persistence, error handling |
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| `kb_pipeline/schemas.py` | PipelineInput/Output/Config schemas | ✓ VERIFIED | 408 lines, all step schemas defined |
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| `kb-workflow/kb_workflow.py` | CLI entry point with process subcommand | ✓ VERIFIED | 509 lines, argparse subparsers, asyncio.run() integration |
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| `tests/test_processors/` | Processor test suite | ✓ VERIFIED | 72 tests passing |
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| `tests/test_cli/test_process_command.py` | CLI command tests | ✓ VERIFIED | 7 tests passing |
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| `tests/test_integration/test_e2e_workflow.py` | E2E integration tests | ✓ VERIFIED | 9 tests passing |
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### Key Link Verification
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| From | To | Via | Status | Details |
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| ---- | --- | --- | ------ | ------- |
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| ParseProcessor | LinkParser | LinkParser.parse() | ✓ WIRED | parse.py imports LinkParser, calls parser.parse() |
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| DownloadProcessor | PlatformAdapter | BilibiliAdapter/ZhihuAdapter | ✓ WIRED | download.py imports adapters, calls adapter methods |
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| ASRProcessor | Whisper.cpp | subtitle download + ASR | ✓ WIRED | asr.py has Whisper.cpp integration |
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| AnalyzeProcessor | DeepAnalyzer | DeepAnalyzer.analyze() | ✓ WIRED | analyze.py imports DeepAnalyzer, calls analyzer.analyze() |
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| Pipeline | Processors | processor.process() | ✓ WIRED | pipeline.py iterates processors, calls processor.process() for each step |
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| CLI | Pipeline | asyncio.run(Pipeline.run()) | ✓ WIRED | kb_workflow.py imports Pipeline, creates instance, runs pipeline.run() |
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### Requirements Coverage
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| Requirement | Source Plan | Description | Status | Evidence |
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| ----------- | ---------- | ----------- | ------ | -------- |
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| MNT-01 | 04-01 through 04-05 | Pipeline architecture and maintainability | ✓ SATISFIED | Clear module structure, 5 processors + Pipeline class, meaningful comments, comprehensive tests |
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### Anti-Patterns Found
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None
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### Human Verification Required
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1. **E2E workflow verification** - Run `kb-workflow process <url>` with a real B站 or知乎 URL and verify complete workflow
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- Expected: Pipeline completes successfully, workflow_state.json is created, analysis.md is generated
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- Why human: Need actual run to cannot verify programmatically
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2. **Visual output inspection** - Check analysis.md file content is well-formatted and readable
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- Expected: YAML frontmatter, clear sections, proper formatting
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- Why human: Requires visual inspection
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3. **Code navigability test** - Time a new developer to locate and modify a processor
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- Expected: Can find and understand relevant code within 30 minutes
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- Why human: Subjective measure, requires human testing
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---
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_Verified: 2026-03-15T00:09:34Z_
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_Verifier: Claude (gsd-verifier)_
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