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Roadmap: kb-skills

Milestones

  • ✅ v1.0 Pipeline Architecture - Phases 1-4 (shipped 2026-03-15)
  • ✅ v1.1 Architecture Refactor - Phases 5-6 (shipped 2026-03-16)
  • ✅ v1.2 Zhihu Crawler - Phases 7-9 (shipped 2026-03-17)
  • ✅ v1.3 Proxy Pool - Phase 10 (shipped 2026-03-18)
  • ✅ v1.4 Zhihu Anti-Crawler - Phase 11 (shipped 2026-03-18)
  • ✅ v1.5 B站字幕简化处理 - Phase 12 (shipped 2026-03-21)
  • ✅ v1.6 语义分段改进 - Phases 13-15 (shipped 2026-03-23)

Phases

✅ v1.0 Pipeline Architecture (Phases 1-4) - SHIPPED 2026-03-15

Phase 1: Foundation

Goal: 项目基础设施和状态管理 Plans: 3 plans

Plans:

  • 01-01: WorkflowStateManager 状态管理
  • 01-02: LinkParser URL 解析
  • 01-03: IdempotencyChecker 幂等检查

Phase 2: Adapters

Goal: 平台元数据适配器 Plans: 2 plans

Plans:

  • 02-01: BilibiliAdapter B站适配器
  • 02-02: ZhihuAdapter 知乎适配器

Phase 3: Processors

Goal: 管道处理器架构 Plans: 3 plans

Plans:

  • 03-01: BaseProcessor 基类
  • 03-02: 具体处理器实现
  • 03-03: Schema 验证

Phase 4: Pipeline

Goal: 处理器编排和 CLI Plans: 2 plans

Plans:

  • 04-01: Pipeline 编排引擎
  • 04-02: CLI process 命令
✅ v1.1 Architecture Refactor (Phases 5-6) - SHIPPED 2026-03-16

Phase 5: 归档与目录优化

Goal: 统一中间目录结构,添加自动归档步骤,优化最终目录布局 Plans: 3 plans (all complete)

Phase 6: 代码整合

Goal: 将独立的元数据技能和 Pipeline 模块整合进 kb-workflow Plans: 3 plans (all complete)

✅ v1.2 Zhihu Crawler (Phases 7-9) - SHIPPED 2026-03-17

Phase 7: 登录认证体系

Goal: 建立知乎登录认证机制,支持二维码扫码和手动 Cookie 两种方式 Plans: 3 plans (all complete)

Phase 8: 内容爬取实现

Goal: 实现知乎问答、专栏/文章、评论的完整爬取功能 Plans: 3 plans (all complete)

Phase 9: Pipeline 整合

Goal: 将新爬虫实现整合进现有 Pipeline 架构 Plans: 1 plan (complete)

✅ v1.3 Proxy Pool (Phase 10) - SHIPPED 2026-03-18

Phase 10: Proxy Pool (代理池管理)

Goal: 建立代理池基础设施,支持多代理配置、自动轮换和健康检查 Requirements: PROXY-01, PROXY-02, PROXY-03, PROXY-04 Plans: 2 plans (all complete)

Plans:

  • 10-01: ProxyPool 核心类实现 — 从 YAML/环境变量加载代理,Round-Robin 轮换
  • 10-02: 健康检查与 ZhihuCrawler 集成 — 被动检测、冷却恢复、代理切换

Key Decisions:

  • 使用索引指针而非 itertools.cycle 实现轮换
  • 惰性冷却检查而非后台定时器
  • ProxyPool 参数优先于 config.proxy 配置
✅ v1.4 Zhihu Anti-Crawler (Phase 11) - SHIPPED 2026-03-18

Phase 11: Stealth Fingerprinting (指纹伪装)

Goal: 隐藏 Playwright 自动化特征,让爬虫通过知乎的浏览器指纹检测 Depends on: Phase 10 Requirements: STEALTH-01, STEALTH-02, STEALTH-03, STEALTH-04, VERIFY-01, VERIFY-02 Plans: 2 plans (all complete)

Plans:

  • 11-01: 创建 StealthConfig 模块和单元测试
  • 11-02: 集成 stealth 到 ZhihuCrawler 并验证

Key Decisions:

  • 使用 playwright-stealth 库进行指纹伪装
  • stealth_config=None 表示默认启用 stealth (向后兼容)
  • launch 时添加 --disable-blink-features=AutomationControlled 参数
✅ v1.5 B站字幕简化处理 (Phase 12) - SHIPPED 2026-03-21

Phase 12: SRT 简化处理器

Goal: 实现 SRT 字幕处理,生成简化的 Markdown 文档,保留元数据和标签,移除深度分析 Plans: 2 plans (all complete)

Plans:

  • 12-01: SRT 处理模块(parser、segmenter、corrector)和 SRTProcessor 实现
  • 12-02: Pipeline 集成、平台路由、测试验证

Key Decisions:

  • SRT 处理模块独立于 DeepAnalyzer,位于 kb_workflow/srt/
  • 语义分段基于简单规则(时间间隔 + 长度限制),不依赖 LLM
  • ASR 纠错可选,AI 不可用时返回原文
  • B 站视频使用 SRTProcessor,知乎/文章继续使用 AnalyzeProcessor
✅ v1.6 语义分段改进 (Phases 13-15) - SHIPPED 2026-03-23

完整归档信息: .planning/milestones/v1.6-ROADMAP.md

Phase 13: 核心 LLM 分段功能

Goal: 实现基于 LLM 的智能语义分段,识别视频类型并生成主题标题 Plans: 7 plans (all complete)

Phase 14: 鲁棒性与成本控制

Goal: 提高系统稳定性,实现优雅降级和成本优化 Plans: 6 plans (all complete)

Phase 15: 输出优化与兼容性

Goal: 优化输出格式,确保向后兼容和可配置性 Plans: 4 plans (all complete)

Delivered: 基于 LLM 的智能语义分段 — 支持视频类型识别、主题边界检测、标题生成,完全向后兼容


Progress

Execution Order: Phases execute in numeric order: 1 → 2 → ... → 15

Phase Milestone Plans Complete Status Completed
1. Foundation v1.0 3/3 Complete 2026-03-15
2. Adapters v1.0 2/2 Complete 2026-03-15
3. Processors v1.0 3/3 Complete 2026-03-15
4. Pipeline v1.0 2/2 Complete 2026-03-15
5. 归档与目录优化 v1.1 3/3 Complete 2026-03-16
6. 代码整合 v1.1 3/3 Complete 2026-03-16
7. 登录认证体系 v1.2 3/3 Complete 2026-03-17
8. 内容爬取实现 v1.2 3/3 Complete 2026-03-17
9. Pipeline 整合 v1.2 1/1 Complete 2026-03-17
10. Proxy Pool v1.3 2/2 Complete 2026-03-18
11. Stealth Fingerprinting v1.4 2/2 Complete 2026-03-18
12. SRT 简化处理器 v1.5 2/2 Complete 2026-03-21
13. 核心 LLM 分段功能 v1.6 7/7 Complete 2026-03-22
14. 鲁棒性与成本控制 v1.6 6/6 Complete 2026-03-23
15. 输出优化与兼容性 v1.6 4/4 Complete 2026-03-23

Last updated: 2026-03-23 after v1.6 milestone