Search Planning Defaults and Compact Operators

Defaults

Use these defaults unless the user says otherwise:

• research discovery request -> sort: relevance
• no explicit limit -> limit: 5
• no explicit field list -> return key, title, shorttitle, author, year, venue, doi, eprint, keywords, annotation, and abstract
• asks for "original", "full entry", or "bib" -> include_raw_bib: true
• asks for citation snippets in a mixed LaTeX/Typst workflow -> citation_mode: both

Supported compact operators

• author:cheng
• year>=2024, year<=2025, year:2024, year:2023,2024
• type:article,misc, -type:misc
• has:code,doi, -has:pdf
• annotation:CodeAvailable, keywords:mamba, abstract:photovoltaic
• sort:year_desc, limit:10, fields:key,title,year,doi
• cite:latex, cite:typst, cite:both, cite:none
• raw:true
• recent:3 (recency window for the additive meta.recency report; or --recent-window)
• claim:"..." (adds per-result claim_support; prefer --claim for claims with spaces)

The useful has values are doi, abstract, keywords, annotation, shorttitle, eprint, pdf, and code. The code flag is inferred from fields such as url, abstract, keywords, annotation, note, and howpublished when they mention GitHub, GitLab, code, repository, or source.