Zareian 82edd0ecb0 bring حسابان 11 and 12 into the game path ...

Both books were already complete on Qdrant and answering /api/ai/ask, but
had no Grade/Unit/Node/Lesson rows, so none of their problems could ever
reach a quiz. The owner made the product call, so the curriculum is now
seeded from the books' own tables of contents (free, no API credit), and
559 four-option questions were authored from the verified chunks.

Coverage: all 21 nodes of grade 11 hold a full four-question quiz, and 10
of 12 in grade 12. The two that do not are both in فصل ۵: کاربردهای مشتق
and are short only because the weekly model limit landed mid-run — their
(lesson, problem) pairs are already exported and waiting.

Three supporting changes:

- generate_questions_from_chunks grows --export DIR, which writes the
  (lesson, verified problem) pairs as JSON batches and makes no paid call
  at all. The subagent route was the documented way to author questions
  but had no tool behind it; now it does, and it emits the same PROMPT
  the paid path uses so the two branches cannot drift apart in quality.

- _targets now skips as many chunks as a lesson already has questions
  for. Re-running with a higher --per-lesson used to hand back the very
  same chunk, producing a near-duplicate question — silently, because the
  prompt gets rewritten each time, so neither the run nor question_io's
  validation could catch it.

- GRADE_STYLE gains یازدهم and دوازدهم. Without them both grades fell to
  the grey fallback; they are deliberately cool colours, separate from the
  six general grades, because حسابان is a ریاضی‌فیزیک-only book.

458 tests pass.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

2026-09-22 03:35:26 +03:30

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