A well-designed prompt does a lot of the teacher's work in advance. For a unit on Guo Moruo's The Goddesses, the wording of the assignment determines whether students write summaries, arguments, comparisons, or reflections, and each type calls for a different grading approach. Thinking about grading while designing the prompt helps teachers avoid assignments that are difficult to assess consistently.

The first type is the close reading prompt, which asks students to analyze a specific poem or passage. An example might be, "How does the structure of the poem enact the transformation it describes?" Grading focuses on textual evidence, precision of analysis, and attention to form, and a rubric can reward essays that connect technique to meaning.

The second type is the thematic prompt, which asks students to trace an idea across several poems. A prompt about the changing role of nature in the collection requires students to select and compare passages. Grading here should reward breadth without sacrificing depth, and teachers should watch for essays that mention many poems but analyze none thoroughly.

Comparative and contextual prompts

Comparative prompts ask students to place the collection beside another text, such as a work by a different poet or from a different period. These essays demand a comparative thesis and balanced treatment of both texts. A rubric should include a row specifically for the quality of comparison, since this is the skill that most distinguishes strong essays from weak ones.

• Close reading prompts: grade evidence, precision, and attention to form.
• Thematic prompts: grade selection of passages and depth across the collection.
• Comparative prompts: grade the thesis and the balance between texts.
• Contextual prompts: grade how history is tied to textual analysis.
• Evaluative prompts: grade the strength of the argument and its counterpoints.

Evaluative and creative prompts

Evaluative prompts ask students to make a judgment, such as whether the collection remains relevant to modern readers. These essays can be exciting but also loosely argued, so grading should emphasize the quality of reasoning and the use of evidence rather than agreement with the teacher. Students should be encouraged to acknowledge counterarguments and to support their position with specific textual references.

Creative response prompts, such as writing a poem in conversation with one from the collection and a short rationale, require a different approach. The rationale is where analytical skills appear, so grading can focus on how well the student explains their choices in relation to the original. This allows creative risk-taking while keeping the assessment tied to learning goals.

Match the prompt to the stage of the course

Early in a unit, narrower prompts build foundational skills, while later prompts can ask for more independent argument. Scaffolding assignments in this way gives students practice with each skill before they must combine them. It also produces essays that are easier to grade because expectations have been taught step by step.

Teachers should also consider their own grading capacity. A course with large enrollments may reserve open-ended evaluative essays for one major assignment and use shorter, more structured prompts elsewhere. This keeps feedback meaningful and the workload realistic.

Write the rubric alongside the prompt

Drafting the rubric at the same time as the prompt exposes gaps and ambiguities. If it is hard to describe what a strong response looks like, the prompt may be too vague. Revising both together produces clearer expectations for students and a more reliable grading process for teachers.

Once the rubric is ready, it can be loaded into an AI grading and feedback tool or a shared department document so that every instructor works from the same language. Teachers who have tested the prompt and rubric on a few sample responses will find the real grading run much smoother. Good design up front saves time at every later stage.