Module: Abstract

Trigger: abstract, 摘要, abstract structure, 摘要结构, check abstract, polish abstract, abstract diagnosis, 润色摘要, abstract review

Commands

uv run python -B scripts/analyze_abstract.py main.tex
uv run python -B scripts/analyze_abstract.py main.tex --lang en --max-words 250
uv run python -B scripts/analyze_abstract.py main.tex --lang zh --max-chars 300
uv run python -B scripts/analyze_abstract.py main.tex --json

Details

Diagnoses five structural elements in the abstract: Background, Objective, Methods, Results, Conclusion.

Per-element output: PRESENT / VAGUE / MISSING with evidence quote and suggestion.

Also validates word count (EN) or character count (ZH) against configurable limits.

Skill-layer response:

1. Format the diagnosis as a structured report with ✅ / ⚠️ / ❌ markers
2. Provide specific revision suggestions for VAGUE or MISSING elements
3. If the user requests polishing, generate a revised abstract with [REVISED: ...] annotations
4. Never fabricate data or add claims not in the original

See also: abstract-structure.md for the full five-element model and detection heuristics.