compile | Thesis build fails or toolchain is unclear | uv run python $SKILL_DIR/scripts/compile.py main.tex | references/modules/COMPILE.md |
format | User asks about thesis formatting or GB/T 7714 layout | uv run python $SKILL_DIR/scripts/check_format.py main.tex | references/modules/FORMAT.md |
structure | Need chapter/section map or thesis skeleton overview | uv run python $SKILL_DIR/scripts/map_structure.py main.tex | references/STRUCTURE_GUIDE.md |
consistency | Terms, abbreviations, or naming drift across chapters | uv run python $SKILL_DIR/scripts/check_consistency.py main.tex --terms | references/modules/CONSISTENCY.md |
template | Need to identify or validate thesis class/template | uv run python $SKILL_DIR/scripts/detect_template.py main.tex | references/modules/TEMPLATE.md |
bibliography | GB/T 7714 or BibTeX validation | uv run python $SKILL_DIR/scripts/verify_bib.py references.bib --standard gb7714 | references/modules/BIBLIOGRAPHY.md |
title | Optimize Chinese thesis titles and chapter titles | uv run python $SKILL_DIR/scripts/optimize_title.py main.tex --check | references/modules/TITLE.md |
deai | Reduce AI-writing traces in visible Chinese prose | uv run python $SKILL_DIR/scripts/deai_check.py main.tex --section introduction | references/modules/DEAI.md |
logic | Check logical coherence, introduction funnel, heading lead-ins, lit review quality, chapter mainline, and cross-section closure | uv run python $SKILL_DIR/scripts/analyze_logic.py main.tex --section related | references/modules/LOGIC.md |
experiment | Review experiment chapter language, discussion layering, and conclusion completeness | uv run python $SKILL_DIR/scripts/analyze_experiment.py main.tex --section experiments | references/modules/EXPERIMENT.md |