Files
PastpaperMaster/backend/fill_manual_study_aids.py
Zhao 7a09167261 Initial commit: PastPaper Master full stack
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-21 12:27:47 +07:00

30 lines
740 B
Python

"""Deprecated: study aids must come from LLM output, not template fillers."""
from __future__ import annotations
import sys
MESSAGE = """
fill_manual_study_aids.py is intentionally disabled.
Reason:
- knowledge_reminder / ai_hint / solution must be generated by LLM
- template-based filler content polluted the COMP2211 course library
Use one of these paths instead:
1. Regenerate study aids through the real LLM pipeline in app/services/paper_processor.py
2. Rebuild paper_questions from a reviewed source and then run LLM generation
This script must not be used to backfill production study aids.
""".strip()
def main() -> None:
print(MESSAGE, file=sys.stderr)
raise SystemExit(1)
if __name__ == "__main__":
main()