Chinese Citation-Ready Writing

Core Workflow

Identify the requested genre: thesis section, research background, significance, literature-style discussion, lab reflection, course summary, or report paragraph.
Extract the user's concrete topic, method, system, dataset, project, or experiment name.
Write the finished Chinese text directly unless the user asks for an outline.
Anchor the prose in concrete evidence:
- cases,
- numbers,
- measurable indicators,
- engineering constraints,
- comparison dimensions,
- task-specific terminology.
For thesis-like writing, connect claims to citation-friendly metrics such as accuracy, recall, missed detection rate, false detection rate, mAP, FPS, latency, dataset scale, or deployment constraints.
For short lab reflections, use a formal but natural three-part flow: what was practiced, what problems were encountered, and what was learned.
Revise toward the user's tone corrections quickly; avoid repeating generic policy or textbook background.