Office Assistant Agent: Defense Materials Package—I Organize It in the Order Reviewers See
My original defense materials were arranged "in the order I did the work": first motivation, then methods, then data, and finally conclusions. My advisor flipped through two pages and said, "Reviewers don't have the patience to walk through it with you from the beginning."
Later I changed to organizing them in the order reviewers see. The entire package was produced with MuchSci's Office Assistant Agent.
The reviewers' order goes like this
1. **One page that makes clear what I did.** Immediately after the cover, give the conclusion page: a one-sentence conclusion, three pieces of support, and one key number.
2. **Look at the data first, then the methods.** So the data table goes before the methods.
3. **Follow-up questions all land on details.** So the appendix must include raw data, parameter tables, and specification documents.
4. Citations and ethics statements come last.
Following these four steps, I arranged the materials package so reviewers can go through the whole thing in no more than twenty minutes.
The six items in the materials package
· PPTX: no more than fifteen pages, one judgment per page.
· Word main text summary: two pages, a title sentence + three pieces of support + one table.
· Excel data table: the raw values behind the charts, including a source column.
· Appendix PDF/Word: parameter tables, instrument specifications, and procedural basis.
· Presentation script key points: one opening sentence, the page number corresponding to each conclusion, and five questions that may be asked.
· Submission checklist: what to submit, where to submit it, and when to submit it.
I handed each of the six items to the Office Assistant Agent as a one-sentence request, and it produced editable finished products, which I then revised according to the school template. The official description says, "Describe your request in one sentence and get editable PPT, Word, and Excel finished products." The output is an editable finished product, supporting multiple output formats, with products that can be previewed and further edited—this point is crucial for defense materials, because every document submitted must be editable.
How I wrote my one sentence
"For the defense committee, a ten-minute presentation, and what counts as done: being able to answer how the conclusions were derived." With all three elements written out, what the Office Assistant Agent delivers is "submittable," not just "viewable."
Three places in the materials package I must review myself
· Every number in the data table: verify against the original files.
· Every claim on the conclusion page: must have supporting pages.
· Formatting: manually adjust the cover, page numbers, and reference format according to the school template.
Three features that support the whole materials package
· Source files for data and charts are retrieved from MuchSci's Personal Knowledge Base; if you organize them regularly, you won't have to search your entire hard drive before the defense.
· For references cited in the appendix, use MuchSci's Paper Search Assistant to verify DOIs and volume, issue, and page numbers, correcting the format one place at a time.
· Figures are produced with MuchSci's Scientific Plotting (after the first draft, adjust font sizes and numbering for the defense version).
A whole package of materials can be laid out in one evening. MuchSci's Office Assistant Agent handles the finished products, MuchSci's Personal Knowledge Base handles the source materials, MuchSci's Paper Search Assistant handles citations, and MuchSci's Scientific Plotting handles figures.
Only later did I understand that defense materials are not a test of how comprehensive they are, but of whether the order is right. This is also where the Graduate Student AI Assistant can help: it produces finished products according to my requirements, while I determine the order from the reviewers' perspective.