Batch processing: 8 books through Learn pipeline

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Batch Processing Run

Processing 8 books through Parse → Comprehend → Extract using Kimi K2.

Books

1. 福格行为模型
2. 如何快速了解一个行业
3. 写出我心
4. 制度基因
5. Out of Control
6. 我的最后一本减肥书
7. 法国思想四百年
8. Designing Data-Intensive Applications

Config

• Provider: Kimi (kimi-k2-0711-preview)
• Pacing: 2s between calls
• Output: engine/output/*.json

Progress updates will be posted as comments.

🤖 Generated with Claude Code

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Progress Update — 00:00

⏳ Book 1/8: 福格行为模型 — comprehending chapters...

Next update in ~10 minutes

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Progress Update — initial check

📖 Book 1/8: 福格行为模型 — comprehending 17 chapters (in progress)

First quality warning logged: copyright page has no knowledge structures (expected — trivial content).

Next auto-update in 10 minutes.

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Progress Update

📖 Book 1/8: 福格行为模型 — still comprehending 17 chapters

Process is alive (PID 31472). Kimi K2 reasoning model takes ~30-60s per chapter call. With 17 chapters + 2s pacing, comprehension alone takes ~15-20 min per book.

Estimated total batch time: 2-4 hours for all 8 books.

Cron checking every 10 minutes.

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Progress Update (+10 min)

📖 Book 1/8: 福格行为模型 — still comprehending 17 chapters

Process alive (PID 31472). No new log lines yet — comprehend stage logs "Done" only after all 17 chapters complete. Each Kimi K2 reasoning call takes ~30-60s, so 17 chapters ≈ 10-17 min for comprehension alone, plus extract calls after.

Status: ⏳ Working normally, just slow.

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Progress Update (+20 min)

Restarted batch with fixes:

• Bumped comprehend maxTokens to 16384 (reasoning model needs headroom)
• Added per-chapter logging

📖 Book 1/8: 福格行为模型 — comprehending chapter 2/17

Per-chapter progress now visible. Each Kimi K2 call takes ~30-60s.
ETA for book 1: ~15 min. ETA for all 8 books: ~2-3 hours.

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Progress Update (+30 min)

📖 Book 1/8: 福格行为模型 — comprehending chapter 4/17

Pace: ~1 chapter/min. Chapters 1-3 complete.

✅ Ch 1/17: 版权页
✅ Ch 2/17: 推荐序1
✅ Ch 3/17: 推荐序2
⏳ Ch 4/17: 推荐序3 (in progress)

ETA book 1 comprehend: ~13 min remaining. Then extract phase follows.

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Progress Update (+40 min)

📖 Book 1/8: 福格行为模型 — comprehending chapter 8/17 (halfway!)

✅ Ch 1-7 complete (版权页, 推荐序×3, 目录, 中文版序, 前言)
⏳ Ch 8/17: 01 福格行为模型 (in progress — first real content chapter)
⬜ Ch 9-17 remaining

Pace holding steady at ~1 chapter/min. Now entering the meaty content chapters.

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Progress Update (+50 min)

📖 Book 1/8: 福格行为模型 — comprehending chapter 12/17

✅ Ch 1-11 complete
⏳ Ch 12/17: 05 创造积极情绪 (in progress)
⬜ Ch 13-17 remaining

All core content chapters processing well (01-05 done). 5 chapters left in comprehension, then extract phase begins for this book.

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Progress Update (+60 min)

📖 Book 1/8: 福格行为模型 — comprehension finishing!

✅ Ch 1-17/17 all comprehended
⏳ Book synthesis call (final comprehend step)
⬜ Extract phase next

All 17 chapters comprehended. Now running the book synthesis call (cross-cutting themes + entity index). Extraction phase starts after.

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Progress Update (+70 min)

📖 Book 1/8: 福格行为模型

✅ Comprehend complete! 17 maps, 0 failures, 191k tokens
⏳ Extracting atoms — chapter 2/17 in progress

Extraction so far:
  版权页         →  8 atoms
  推荐序1        → 11 atoms
  推荐序2        → in progress

Atoms are flowing! Each extract call takes ~30-60s with Kimi K2 reasoning.

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Progress Update (+80 min)

📖 Book 1/8: 福格行为模型

✅ Comprehend: 17 maps, 0 failures, 191k tokens
⏳ Extracting: chapter 5/17 — 65 atoms so far

Extract progress:
  版权页         →  8 atoms
  推荐序1        → 11 atoms
  推荐序2        → 28 atoms
  推荐序3        → 18 atoms
  目录           → in progress

65 atoms extracted from first 4 chapters. Content chapters (01-08) coming next — expect higher atom counts there.

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Progress Update (+90 min)

📖 Book 1/8: 福格行为模型

✅ Comprehend: 17 maps, 0 failures
⏳ Extracting: chapter 7/17 — 97 atoms so far

  版权页         →  8 atoms
  推荐序1        → 11 atoms
  推荐序2        → 28 atoms
  推荐序3        → 18 atoms
  目录           → 14 atoms
  中文版序       → 18 atoms
  前言           → in progress

97 atoms from 6 chapters. About to hit the main content chapters (01-08).

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Progress Update (+100 min)

📖 Book 1/8: 福格行为模型

✅ Comprehend: 17 maps, 0 failures
⏳ Extracting: chapter 8/17 — 161 atoms so far

  版权页         →   8 atoms
  推荐序1        →  11 atoms
  推荐序2        →  28 atoms
  推荐序3        →  18 atoms
  目录           →  14 atoms
  中文版序       →  18 atoms
  前言           →  64 atoms  ← big chapter!
  01 福格行为模型 →  in progress

161 atoms from 7 chapters. The preface alone produced 64 atoms. Now processing the core content chapters — expect even higher yields.

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Progress Update (+110 min)

📖 Book 1/8: 福格行为模型

✅ Comprehend: 17 maps, 0 failures
⏳ Extracting: chapter 9/17 — 208 atoms

  版权页         →   8 atoms
  推荐序1        →  11 atoms
  推荐序2        →  28 atoms
  推荐序3        →  18 atoms
  目录           →  14 atoms
  中文版序       →  18 atoms
  前言           →  64 atoms
  01 福格行为模型 →  47 atoms
  02 动机        →  in progress

208 atoms from 8 chapters. Ch01 yielded 47 atoms — the framework model, B=MAP formula, action line concept. 9 chapters remaining.

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Progress Update (+120 min)

📖 Book 1/8: 福格行为模型

✅ Comprehend: 17 maps, 0 failures
⏳ Extracting: chapter 9/17 (Ch02 动机) — 208 atoms

Still processing Ch02 (Motivation) — it's a large chapter with 5 sections, 180 blocks. Each section = 1 LLM call × ~60s + 2s pacing. Process alive and healthy.

Big content chapters take 5-10 min each for extraction. Patience required.