Turning a dense document into something you can revise from takes longer than reading it twice. This builds structured study notes from any file you upload.
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README.md
Why this subagent
Turning a dense document into something you can revise from takes longer than reading it twice. This builds structured study notes from any file you upload.
It breaks the document into sections and fills a fixed notes template: summary, key terms, and review questions, plus a glossary. You get a study sheet instead of a wall of text.
How it runs
Used at step 01 to kick off the pipeline.
Write
Used at step 01 to kick off the pipeline.
WebFetch
Used at step 01 to kick off the pipeline.
WebSearch
Used at step 01 to kick off the pipeline.
Generate notes for each section using a fixed template of summary, key terms, and questions.
pending
Add a short glossary of the terms that appear most across the document.
pending
Output the notes as a formatted page ready to drop into Notion or download.
pending
Sample output
json
// Sample output
// (generated when the pipeline finishes)
Turn the document into study notes using the template: summary, key terms, and three review questions per section.
Unlock the rest
The full agent definition, install snippet, and starter task are gated for community members.
Members get the full `.md` agent file, the npm / pnpm install one-liners, a starter prompt that we've tuned against real runs, and the open-source repo when this automation ships there. One email, magic link, done.