← All guides

From research paper to a visual explanation

See the finding. Keep its limits.

A research-paper explainer makes a study’s question, method, findings and limits easier to understand without strengthening its claims.

Make this with my agent

Bring your notes. Review a draft before sharing.

Explore the method
  1. 01
    Draw what is known.

    24 volunteers in total. No invented group sizes or random assignment.

  2. 02
    A direction is not a magnitude.

    Lower median time is reported; exact timings are not supplied.

  3. 03
    Show where the claim stops.

    One short task does not establish better long-term learning.

THE REAL HTML · FICTIONAL EXAMPLEView on its own

A worked example, not a customer result. September 2026 dates are sample facts.

Now make it about your work

The paper. Your agent. A clearer mental model.

Bring the complete source and a reader’s question. Make the evidence easier to inspect, not bigger than it is.

Start with three things

  1. The complete paper, supplements and publication details.
  2. The audience, their background and the question to answer.
  3. Source locations for findings, uncertainty and limitations.
Make this with my agent

You review the facts and access. Nothing is published without your approval.

The method behind the explainerFrom findings to a claim with boundaries

How can an agent help explain a research paper responsibly?

Give the agent the paper and ask for a source-linked companion, not a stronger conclusion. Organize the page around the research question, study design, measured findings, limitations, and remaining questions. Verify every number and interpretation against the original before sharing a readable HTML explanation alongside the paper.

What to give your agent

  • The complete paper, including its methods and limitations, with the correct title, authors, date, and publication status.
  • Relevant tables, figures, appendices, and supplementary material, where available and permitted to use.
  • Corrections or later versions you have supplied; do not assume the agent knows which version is current.
  • Your intended audience and question, so the explanation can define necessary terms without changing the evidence.
  1. State the question before the result

    Explain what the researchers were trying to learn and why that question matters to this audience. Define the comparison and measured outcome in ordinary language. Keep the authors’ motivation separate from your reason for sharing the paper. A reader should understand the question before encountering a headline number.

  2. Explain how the evidence was produced

    Summarize the population or dataset, study design, comparison, and timeframe using the paper’s own details. Show what was measured rather than substituting a broader concept. If the method does not support a causal conclusion, do not write one. Ask the agent to flag ambiguity rather than smoothing it away.

  3. Pair each finding with its boundary

    Place limitations beside the claims they qualify, not only in a final disclaimer. Preserve units, denominators, uncertainty, and the distinction between reported results and your interpretation. Use short quotations only when necessary and attribute them. Create original explanatory visuals rather than reproducing copyrighted figures without permission.

  4. Verify and publish a companion

    Check the draft line by line against the paper, especially numbers, figure descriptions, and words such as proves or causes. Link readers to the source and label the page as an explanation, not the paper itself. Apply your saved style if available with clear separation between evidence and commentary. Publish only after review and an audience-appropriate access check.

Keep creating and revising in the agent you already use. Start with a saved artifact style and learn how to update HTML without changing its link.

Use the full promptReady for your agent and your notes

Use the conversation where you already did the work. Only attach material you are allowed to share.

Get the ready-to-copy creation request →
Using the complete paper and supplementary material I supply, create a plain-language research companion as static HTML for the audience I describe. Explain the research question, design, population or dataset, measured outcomes, principal findings, and limitations. Pair important claims with their boundaries and supplied source locations. Distinguish the authors’ conclusions from interpretation. Preserve units, denominators, uncertainty, and publication status. Do not invent statistics, citations, quotations, or causal claims. Flag missing material and points requiring expert review. Use original explanatory wording; do not reproduce figures without permission. Apply my saved artifact style if available, with accessible hierarchy. No scripts or forms. Return the draft for verification and do not publish or change access until I approve.
Check before you shareAccuracy, clarity, and permission
  • Can each result, number, and quotation be traced to the supplied paper or supplement?
  • Are study design, population, measurement, and uncertainty accurately described?
  • Do the headline and summary preserve the limitations rather than overstate the finding?
  • Are source attribution, publication status, reproduction rights, and any sensitive data handled appropriately?

When HTML fits

A reading companion for a journal club, team discussion, or public explanation, with source links and explicit separation of evidence and interpretation.

When another format fits better

A substitute for the full paper, systematic review, peer review, or professional advice. A polished explanation does not make weak or incomplete evidence stronger.

What we started withThe same facts, as an email

Fictional project email

Reading companion — a hypothetical guide comparison

This is an invented writing example, not research evidence. The question is whether participants could complete a sample setup task more quickly with a reorganized guide.

In the hypothetical comparison, 24 volunteers used one of two guides for the same practice task. That is the total sample, not the number in each group. Group sizes, assignment details, recruitment, participant characteristics and prior experience are not supplied. Do not assume equal groups, random assignment or that each volunteer used both guides.

The reorganized-guide group had a lower median completion time in the sample. Exact values, time units, individual observations, spread, uncertainty and statistical significance are not supplied. We can describe the direction, not a known margin or causal effect. Median is the middle ordered value, or the average of the two middle values for an even count; it does not mean every participant was faster.

One short task would not, by itself, establish better long-term learning or a benefit for every audience. The headline “New research proves the redesigned guide makes everyone learn faster” is an overclaim, not the finding.

The next questions are whether the pattern would hold for a different task, a broader participant group and a measure of later recall. Those are questions to investigate, not measured outcomes.

No actual paper, authors, DOI, publication status, date, source URL or page references are supplied. All participants and results are synthetic. Prepared September 22, 2026, not a study date. The companion uses original schematic drawings: one set of 24 marks for the total sample, two document symbols and a common-task symbol. Position and size encode neither allocation nor measured time. Do not cite this example as research evidence.

Inspect the HTMLOne self-contained file

The example is sanitized and isolated from this site. No scripts, forms, or live data.

<!doctype html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1"><title>A faster task is not the whole learning story</title><style>
*{box-sizing:border-box}html{color-scheme:light}body{margin:0;background:#f5f3ee;color:#182e46;font:16px/1.5 system-ui,sans-serif}main{max-width:1050px;margin:auto;padding:36px}h1,h2,h3,p{margin:0}h1{font:500 48px/1.08 Georgia,serif;letter-spacing:-.025em;max-width:740px;margin:16px 0}h2{font:500 29px/1.2 Georgia,serif;margin:8px 0 18px}h3{font-size:16px}.label{font:750 11px/1.5 system-ui,sans-serif;text-transform:uppercase;letter-spacing:.12em}.intro{font-size:19px;max-width:660px}.notice{display:inline-block;background:#f7de9f;color:#453511;padding:6px 10px;font-size:12px;margin-top:18px}section{margin-top:32px}.panel{background:#fff;border:1px solid #c9d1d8;padding:24px}.study{display:grid;grid-template-columns:1fr 1fr 1fr;gap:22px;align-items:start;text-align:center;margin-top:22px}.drawing{height:140px;display:flex;align-items:center;justify-content:center;margin-bottom:14px}.people{display:grid;grid-template-columns:repeat(6,12px);gap:8px}.person{width:12px;height:26px;border-radius:8px 8px 3px 3px;background:#406981;border-top:7px solid #182e46}.guides{display:flex;gap:14px}.paper{width:61px;height:86px;border:2px solid #406981;border-radius:3px;background:repeating-linear-gradient(to bottom,transparent 0,transparent 12px,#b7c6cd 12px,#b7c6cd 15px,transparent 15px,transparent 21px);background-clip:content-box;padding:10px;transform:rotate(-7deg)}.paper+ .paper{transform:rotate(7deg);border-color:#775931;background-color:#fbf3e2}.task{width:118px;height:84px;border:2px solid #406981;border-radius:8px;padding:14px;display:grid;gap:8px}.task i{display:block;border:1px solid #90a9b7;border-radius:3px}.study p{font-size:13px;margin-top:6px}.note{font-size:13px;color:#4e6272;margin-top:18px}.result{display:grid;grid-template-columns:140px 1fr;gap:28px;align-items:center}.clock{width:114px;height:114px;border:4px solid #406981;border-radius:50%;position:relative;margin:14px auto}.clock:before{content:"";position:absolute;left:51px;top:23px;width:4px;height:32px;background:#406981}.clock:after{content:"";position:absolute;left:51px;top:52px;width:25px;height:4px;background:#406981}.statement{font:500 32px/1.2 Georgia,serif}.result p+p{margin-top:12px}.boundary{display:grid;grid-template-columns:1fr 80px 1fr;gap:18px;align-items:center;text-align:center;padding:24px 0}.scope{border:2px solid #406981;border-radius:50%;aspect-ratio:1;max-width:230px;width:100%;margin:auto;display:flex;align-items:center;justify-content:center;flex-direction:column;padding:20px}.scope strong{font:500 31px/1.15 Georgia,serif}.scope span{font-size:13px;margin-top:10px}.not-equal{font:500 64px/1 Georgia,serif;color:#91512c}.unknown{border-style:dashed;border-color:#ad9876;color:#684f2a}.boundary-label{font-size:13px;text-align:center;margin-top:12px}.next{border-top:2px solid #406981;padding-top:20px}.questions{display:grid;grid-template-columns:repeat(3,1fr);gap:16px}.questions strong{font:500 22px/1.2 Georgia,serif;display:block}.questions span{display:block;font-size:13px;margin-top:8px}footer{margin-top:32px;border-top:1px solid #bdc8d0;padding-top:18px;font-size:12px;color:#4e6272}footer p+p{margin-top:8px}@media(max-width:600px){main{padding:22px}h1{font-size:37px}h2{font-size:26px}.panel{padding:18px}.study{grid-template-columns:1fr;gap:22px}.study>div{display:grid;grid-template-columns:120px 1fr;text-align:left;align-items:center;column-gap:16px}.drawing{grid-row:1/3;height:140px;margin:0}.study p{grid-column:2}.result{grid-template-columns:1fr;gap:10px}.clock{margin:0 auto 12px}.statement{font-size:28px}.boundary{grid-template-columns:1fr;gap:14px;padding:12px 0}.scope{max-width:210px}.not-equal{font-size:50px}.questions{grid-template-columns:1fr;gap:18px}.intro{font-size:17px}}@media(max-width:360px){.study>div{grid-template-columns:1fr;text-align:center}.drawing{grid-row:auto}.study p{grid-column:auto}}@media print{body{background:#fff}main{padding:20px}.panel,.boundary,.next{break-inside:avoid}}
</style></head><body><main>
<header><p class="label">Reading research / An illustrated companion</p><h1>A faster task is not the whole learning story.</h1><p class="intro">Could a reorganized guide help people finish a sample setup task more quickly?</p><p class="notice">Hypothetical study · Not research evidence</p></header>
<section class="panel"><p class="label">01 / The comparison</p><h2>Two guides. The same task.</h2><div class="study"><div><div class="drawing" aria-hidden="true"><div class="people"><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span><span class="person"></span></div></div><h3>24 volunteers</h3><p>Total sample—not per group.</p></div><div><div class="drawing" aria-hidden="true"><div class="guides"><div class="paper"></div><div class="paper"></div></div></div><h3>One of two guides</h3><p>Original or reorganized.</p></div><div><div class="drawing" aria-hidden="true"><div class="task"><i></i><i></i></div></div><h3>One practice task</h3><p>Compare completion time.</p></div></div><p class="note">Group sizes and assignment details are not supplied. The drawings do not imply equal groups or random assignment.</p></section>
<section class="panel"><p class="label">02 / The hypothetical finding</p><div class="result"><div class="clock" aria-hidden="true"></div><div><h2>A lower median. Not a known margin.</h2><p>The reorganized-guide group had a <strong>lower median completion time</strong> in this invented sample.</p><p class="note">Exact times, units, spread and uncertainty are not supplied. This symbol is not a timer or a scaled chart.</p></div></div><p class="note">Median is the middle ordered value—or the average of the two middle values for an even count. It does not mean every person was faster.</p></section>
<section><p class="label">03 / The boundary</p><h2>Keep the claim inside the evidence.</h2><div class="boundary"><div class="scope"><strong>One short<br>task</strong><span>Completion time<br>in this sample</span></div><div class="not-equal" aria-hidden="true">≠</div><div class="scope unknown"><strong>Long-term<br>learning</strong><span>Not established<br>by this result</span></div></div><p class="boundary-label">A faster sample task does not establish better long-term learning, a benefit for everyone, or a causal effect.</p></section>
<section class="next"><p class="label">04 / What to ask next</p><h2>Would the pattern travel?</h2><div class="questions"><div><strong>A different task?</strong><span>Does the pattern extend beyond this setup?</span></div><div><strong>A broader group?</strong><span>Who else would need to be studied?</span></div><div><strong>Later recall?</strong><span>What would test learning over time?</span></div></div></section>
<footer><p>Fictional worked example by share/artifacts. All participants and results are invented for demonstration; do not cite this as research evidence.</p><p>No real paper, authors, DOI, publication status or source locations are supplied. Prepared September 22, 2026—not a study date. Original schematic drawings; size and position do not encode measurements.</p></footer>
</main></body></html>
The original research summary, reframedThe finding without the overclaim

A careful explanation of a hypothetical study

This invented study is only a writing example. Its participants and results are synthetic and must not be cited as research evidence.

The original notes

New research proves the redesigned guide makes everyone learn faster.

Question

Could participants complete a sample setup task more quickly with a reorganized guide?

Design

In this hypothetical comparison, 24 volunteers used one of two guides for the same practice task.

Reported finding

The reorganized-guide group had a lower median completion time in the sample. Exact values and assignment details would need to come from a real paper.

Boundary

A result from one short task would not, by itself, establish better long-term learning or a benefit for every audience.

Next question

Would the pattern hold for a different task, a broader participant group, and a measure of later recall?

The useful explanation makes the evidence easier to inspect without making the conclusion bigger.

Questions, adaptations & sourcesGo deeper when you need to

Can I create this from the abstract alone?

You can write a clearly labeled abstract-only summary, but not a full assessment of methods or limitations. Say what material was available and what could not be checked. For a substantive explainer, provide the full paper and relevant supplementary material.

How much technical detail should remain?

Keep the details needed to judge the main claim: design, comparison, measurement, population, and uncertainty. Define unfamiliar terms and put deeper explanation later. Simplifying the language should not remove a limitation that changes what a reader can reasonably conclude.

What if papers disagree?

Give each paper its own claim and boundary before comparing them. Different populations, methods, or outcomes can make apparently conflicting results hard to compare. Label the comparison as your synthesis and avoid presenting a small selected set as a complete review of the literature.