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Signed-off-by: Aditya Datta <crazyme07071996@gmail.com>
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Closes #11.
Adds a one-screen walkthrough using a distinctive synthetic Markdown note, expected mock Sources output, troubleshooting for vague headings, and a link to the scoring explanation. Linked from Change one thing. No retrieval or answer behavior changes; the example is not added to the bundled corpus.
The regression test reads the Markdown example directly from the guide, adds it beside bundled notes in a temporary corpus, then checks the actual mock answer and first citation.
Validation: 9 pytest tests pass on Python 3.14; existing git-remote mock ask retains the expected citations/scores; git diff --check passes. No API calls or credentials. AI-assisted and source-reviewed.