Skimming a 90-page PDF for one clause is the kind of work nobody signed up for. Upload it and ask the question instead.
sonnet4 daysPDF.coOpenAISupabase pgvectorn8n
Claude
67ROI
87Scale
$1.7k89Saved
ROI for
README.md
Why this subagent
Skimming a 90-page PDF for one clause is the kind of work nobody signed up for. Upload it and ask the question instead.
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.
Chunk the text and embed it so a question can find the right passages.
pending
Retrieve the closest chunks for a question and answer from them only.
pending
Quote the exact supporting sentence and its page number under each answer.
pending
Sample output
json
// Sample output
// (generated when the pipeline finishes)
Answer from the PDF passages only and include the verbatim quote and page number you relied on.
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.