v0.4.0.md

v0.4.0

Summary

v0.4.0 upgrades the AIGC capability from a basic heuristic checker into a sample-driven low-AIGC workflow.

This release adds a reusable low-AIGC playbook, a stronger checker aligned to real before/after thesis samples, and a new rewrite script that can auto-apply authorized paragraph rewrites for single-run paragraphs.

Highlights

• Sample-driven AIGC methodology in references/low-aigc-playbook.md
• Stronger check_aigc_risk.py output:
  • rewrite_recipe
  • typography_flags
  • denser academic-template detectors
• New rewrite script:
  • rewrite_low_aigc_docx.py
• Shared AIGC utilities:
  • aigc_utils.py
• Dual rewrite profiles:
  • academic_safe
  • explicit_low_aigc
• Updated workflow options:
  • aigc.rewrite_profile
  • aigc.normalize_typography

Scope Notes

• academic_safe remains the default.
• explicit_low_aigc is only intended for cases where the user explicitly asks to lower AIGC.
• The checker remains local and heuristic. It is not presented as a guarantee of any third-party detector percentage.