AI Content Generation Pipeline — How to Use It
What it does
This tool reads your curriculum content (Google Docs) and automatically produces structured study notes and exam-style practice questions,
formatted as ready-to-use pages.
Who runs it: Harry runs the pipeline after you've prepared your content.
Your job: Prepare the Google Docs. The AI does the rest.
STEP 1 — Organize your Google Docs
Create three document types per subject:
┌───────────────┬──────────────────────────────────────────────────┬──────────────────────────────┐
│ Doc type │ What goes in it │ Required? │
├───────────────┼──────────────────────────────────────────────────┼──────────────────────────────┤
│ Lecture doc │ Teaching notes, key concepts, explanations │ Only if subject has lectures │
├───────────────┼──────────────────────────────────────────────────┼──────────────────────────────┤
│ Notes doc │ Summary notes, key points, formulas, definitions │ 
Always │
├───────────────┼──────────────────────────────────────────────────┼──────────────────────────────┤
│ Questions doc │ Practice questions with answers, worked examples │ Always │
└───────────────┴──────────────────────────────────────────────────┴──────────────────────────────┘
Always │
├───────────────┼──────────────────────────────────────────────────┼──────────────────────────────┤
│ Questions doc │ Practice questions with answers, worked examples │ Always │
└───────────────┴──────────────────────────────────────────────────┴──────────────────────────────┘STEP 2 — Add a Table of Contents to every doc
The pipeline uses the TOC to structure its output. Without it, the output will be unstructured.
→ In Google Docs: Insert → Table of contents → Plain text
Every section heading in the doc body must appear in the TOC.
STEP 3 — Set sharing to "Anyone with the link — Viewer"
→ In each doc: Share → Change → Anyone with the link → Viewer
The pipeline cannot access private or restricted docs.
STEP 4 — Deliver all docs together, complete
Collect all links in one table (Google Sheet or Notion) with columns: Subject | Doc type | Link | Sharing confirmed
Send to dev@gurume.kr and confirm everything is complete before requesting a run. Harry will not re-run for missing docs — the batch runs
once.
STEP 5 — Review the output
Harry will place the generated HTML pages in a shared folder. Your job:
•
Compare each generated page against your original doc
•
Write a short bullet-point note listing any issues
•
Send the written note to Harry
What counts as feedback: missing content, wrong formatting, skipped sections, questions not matching the right topic.
What is NOT needed: design comments, font preferences, layout opinions. This is a content review only.