cyberneticlibrary
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Generate exam answers from question files

generate-question-answersworkflowsetup L2★0
vincentxuu/grad-exam-prep ↗
What it does

Batch-generate exam answers from question files

Best for

Batch-generating exam answers for Taiwan graduate-school entrance exams (資工所/資管所) with per-file isolation.

Inputs
  • · Question IDs list (from tmp_missing_ids.json)
  • · Question files path (JSON per question)
  • · Start/end range (default 700-1424)
Outputs
  • · Answer JSON files (questionId, answer letter A-E, explanation)
  • · Total answer file count
Requires
  • · Claude agents (per-question Read+Analyze+Write)
  • · File I/O (Read questions, Write answers)
Preconditions
  • · Questions in qfiles/{qId}.json
  • · Answers directory writable
  • · Multi-phase: Load → Generate
Failure modes
  • · Question file missing → agent fails for that qId
  • · Answer may be wrong even if JSON well-formed
  • · No validation of answer letter correctness
Trust signals
  • · Per-question isolation (pipeline pattern)
  • · Traditional Chinese explanation required
  • · JSON validation (only A/B/C/D/E accepted)
  • · Retry-capable (missing_ids pattern)