About this skill

Problem

Student essays often stall on weak thesis framing, loose structure, vague examples, and grammar errors. Manual tutoring can drift into writing for students, reusing formulaic material, or applying the wrong assessment level to middle-school narrative versus high-school argumentative work.

How it works

Grade-aware workflow: first clarifies grade level, exam context, prompt, and tutoring stage before choosing a path.
Modular steps: covers M1 prompt analysis, M2 outline building, M3 material collection, M4 technique guidance, M5 reference essay, and M6 revision feedback.
Rule-based checks: uses jieba for keyword extraction, and composition_checker.py for typos, faulty sentences, punctuation misuse, and colloquial phrasing.
Output artifacts: can produce a tutoring package or marked draft with prompt analysis, outline, materials, reference essay, annotations, and actionable edits.

Boundaries

It is for composition planning, method training, and draft review, not for submitting complete written assignments. Material should be verifiable and cited. It is not suitable when the prompt is unclear, the grade level is unknown, or the goal is to copy a reference essay.

Screenshots

Use Cases

Before drafting a junior high narrative, use it to identify the prompt type, extract keywords, set a thesis, and build a four-part outline.
For a gaokao argumentative essay, obtain an outline, verifiable quotes and examples, and method guidance for developing a material-based prompt.
After submitting a draft, run automatic checks for typos, faulty sentences, and punctuation, then get structured edits across thesis, structure, and language.
While preparing lessons, compile verifiable thematic material and generate a reference essay with scoring points and a Word tutoring package for review.

Best For

Junior high students preparing zongkao narratives who need prompt analysis, outlines, and verifiable material to avoid off-topic or formulaic writing.
Senior high students preparing gaokao essays who need argument structure, reasoning methods, and quotable real-world examples.
Chinese-language teachers reviewing student drafts who need typo and sentence checks plus structured feedback on thesis, structure, and wording.
Parents supporting student writing who need to specify grade level, prompt, and tutoring stage before getting practical guidance.

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