TameTheBot

Essay Outline Prompt for Students

Turn an assignment prompt and a rough thesis into a working essay outline with a claim per section, evidence slots, and a counter-argument you can defend.

beginner8 min read

What this prompt does

An outline that lists topics is a table of contents. An outline that lists claims is an argument, and only the second kind makes the essay easier to write. This prompt produces the second kind: you hand it the assignment prompt, your working thesis, and the sources you've actually read, and it returns a section-by-section plan where each section states what it argues, which evidence carries that argument, and how it hands off to the next one.

The thesis stays yours. That matters for two reasons: an essay built on a thesis you didn't choose is miserable to write, and at most schools the line between a study aid and academic dishonesty sits exactly there.

The prompt

The prompt
Build a working outline for this essay. Do not write the essay.

**Assignment prompt (paste it exactly as your instructor wrote it):** [PASTE]
**Course and level:** [e.g. first-year undergraduate history survey]
**My working thesis:** [YOUR THESIS IN ONE SENTENCE — if you don't have one yet, write "none yet" and propose three options before outlining]
**Required length:** [e.g. 1500 words]
**Sources I have actually read:** [LIST EACH ONE: author, title, and the single claim you'd take from it. Write "none yet" if you haven't started reading.]
**Citation style:** [MLA / APA / Chicago / none]
**What the rubric rewards most:** [e.g. use of primary sources, originality of argument, clarity]
**The objection I'm most worried about:** [THE STRONGEST ARGUMENT AGAINST MY THESIS — or "not sure"]

Return the outline in this format:

1. Thesis check: restate my thesis in your own words. Say whether it is arguable (someone could reasonably disagree) or merely descriptive, and if it's descriptive, suggest a sharper version.
2. Intro plan: the specific opening move, the context a reader needs, and where the thesis sentence lands. No more than 120 words of guidance.
3. Body sections. For each one give me:
 - The claim this section proves, written as a full sentence, not a topic label
 - Which of my listed sources supports it, and what a second kind of evidence would be if I need one
 - The transition logic: why this section comes after the previous one
 - A target word count
4. Counter-argument section: the strongest objection and how the essay answers it honestly.
5. Conclusion direction: what the reader should now accept that they didn't at the start. Not a summary.
6. Gaps: every claim in this outline that my listed sources do not yet support, listed plainly so I know what to go read.

Rules: use only the sources I listed. Do not invent citations, page numbers, quotations, or statistics. If a section needs evidence I haven't got, say so in the Gaps list instead of filling it in.

How to use it

  1. Paste the assignment prompt verbatim. Instructors hide the grading criteria in the wording, and a paraphrase drops it. "Evaluate" and "describe" produce different outlines.
  2. Bring your own thesis, even a bad one. A rough thesis you'll refine beats a polished one you didn't think of. If you genuinely have none, the prompt asks for three options so you're picking rather than accepting.
  3. List only sources you've read. This is the single most important field. Models generate plausible citations that don't exist, which is why the prompt bans invented sources and asks for a gaps list instead. Anthropic's prompt engineering guide makes the same general point: telling the model what to do when it lacks information beats hoping it declines on its own.
  4. Use the gaps list as your reading list. It's the most useful part of the output and the part students skip.
  5. Rewrite the claims in your own words before you draft. If you can't restate a section's claim without looking, you don't believe it yet, and the paragraph will read like it.

Once you have a draft, the proofreading prompt handles the editing pass, and the paraphrasing prompt helps when you're stuck rephrasing your own sentence rather than a source's.

Example output (partial)

Assignment: "Evaluate the extent to which the New Deal changed the relationship between American citizens and the federal government." 1500 words, Chicago style, 4 sources.

Working thesis: The New Deal changed what citizens expected from the federal government more than it changed what the government could actually do.


1. Thesis check. Arguable. It takes a position someone could contest, and it sets up a comparison (expectation versus capacity) that gives the essay its structure. Sharper version: "...more than it expanded federal capacity, which grew far more during the war that followed."

2. Intro plan (110 words). Open with a specific 1935 Social Security enrollment scene rather than a general statement about the Depression. Context: two sentences on the pre-1933 baseline, where federal relief was almost entirely a state and local matter. Thesis lands as the final sentence of the paragraph.

3. Body sections.

Section 1 (350 words). Claim: Before 1933, most Americans had no direct administrative relationship with the federal government at all. Evidence: Leuchtenburg, on the scale of federal employment pre-Depression. Second evidence type: a figure for federal civilian employment in 1930 versus 1940. Transition logic: establishes the baseline the rest of the essay measures against. Gap flagged: you listed no source for the employment figures.

Section 2 (400 words). Claim: Social Security and the WPA created the first routine, individual, ongoing contact between citizens and federal agencies...


The gaps list at the end of that run named three claims with no source behind them. That's the outline doing its job.

Variations

For literature and close-reading essays

Add to the prompt:

"This is a close-reading essay on [TEXT]. Each body section's claim must be anchored to a specific passage I can quote. For each section, tell me what kind of passage to look for rather than quoting the text yourself, since I need to find and read it in context."

For research papers with a long source list

"I have 12 sources. Group them by the claim they support, and flag any claim currently resting on a single source."

For timed exam essays

"I'll be writing this by hand in 45 minutes with no sources. Give me a four-section skeleton with the claims only, no evidence slots, and keep the whole outline under 150 words so I can memorize it."

Common pitfalls

  • Don't accept a thesis the model wrote for you and outline from it. You'll spend the whole draft arguing for a position you can't defend in class. Use the three-option variant, then pick and rewrite.
  • Don't skip the gaps list because the outline looks complete. A section with a confident claim and no source behind it is the exact place a paper falls apart under a grader's eye.
  • Don't paste the outline's prose into your draft. The outline gives you claims to argue; the sentences should be yours. Both ChatGPT and Claude will happily expand an outline into paragraphs if asked, which is the point at which a planning tool becomes a plagiarism problem.
  • Try instead: run the outline, close the window, and write the first section from the claim alone. If you can't, you've found the section that needs more reading.

Outlining a blog post is a different job with different rules, since it's built around a reader and a search keyword rather than a thesis and a rubric. The blog post outline prompt covers that case. For general outline conventions and how formal structure differs by discipline, Purdue OWL is the reference most writing centres point students to.

Who uses this prompt

  • Students: planning essays, term papers, and take-home exams without handing over the thinking. More in the prompts for students collection.
  • College professors: building model outlines to show a class what a claim-based structure looks like next to a topic-based one.
  • Teachers: scaffolding essay structure for students who freeze at the blank page, often alongside the explain a concept prompt and the study guide prompt.

One tell that the outline worked: you stop writing toward a word count and start writing toward the next claim.

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