OverCite workflow. A partial citation key in the manuscript (yellow) is interpreted together with the surrounding sentence context (purple), and ADS/SciX matches are presented in a popup (right). The user can then select a record and insert its BibTeX entry directly into the project bibliography. OverCite supports three search modes: (1) the default contextual mode (shown here), (2) a simple-search mode (blue) that ignores sentence context and instead searches typed author/year information, and (3) an ADS-query mode (red) that sends the typed token directly to ADS/SciX. The intended citation for this particular example is the first option, C. Shariat et al. (2025).