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JevMade field notes / Browser extension build explanation

Build a page search that finds relevant paragraphs

Oscar Molnar's Hunch extension highlights paragraphs that answer a question, even when the page uses different words.

Original by Oscar MolnarBrowser use

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Credits

“Ctrl+F Finds Words. I Wanted It to Find Answers.” by Oscar Molnar. Read the original source.

This expanded guide is an AI-narrated adaptation prepared by JevMade. It expands the source’s essential ideas, examples and caveats in JevMade’s own words and is not a word-for-word reading. The synthetic voice does not imitate the author or imply their endorsement.

Our summary

Ordinary page search finds the words you type, not necessarily the answer you need. Oscar Molnar built Hunch to search by meaning. Ask a question and it highlights matching paragraphs, leaving the original page visible so you can read and check the source yourself.

Hunch splits a page into paragraphs and asks Jev, an outside AI service, whether each one answers the search. It groups those questions into batches and divides long pages to fit the service's limits. Stronger matches receive stronger highlights rather than a newly written answer.

The build story is not a measured test of search quality. A high match score can still be wrong, and using the extension sends page text to an outside service. It needs an access key. The author's claims about browser and phone support were not independently tested.

Key takeaways

  1. Keep the original page visible so readers can check the passage instead of trusting a replacement answer.
  2. Split long pages and group small questions rather than assuming every page fits one request.
  3. Treat a strong highlight as a suggested match, not a guarantee that the paragraph answers correctly.

This is Tymscar's Hunch, not the other Hunch projects in the catalogue. The article demonstrates a build and reports personal use, not a measured test of search quality. Access restrictions and service costs still apply; advertised store and mobile support was not verified by running the extension.

Tymscar · Original published

Read the original guide Opens the author’s site in a new tab.

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