Example: Compact Query Search

User Prompt

Search references.bib for Cheng papers after 2024 on Mamba forecasting and return both LaTeX and Typst citations.

Recommended Module

query

Search Mapping

• topic query: mamba forecasting
• author filter: Cheng
• year filter: year>=2024
• inferred field: has:code
• citation mode: cite:both
• result limit: 5

Command

uv run python -B $SKILL_DIR/scripts/search_bib.py --bib references.bib --query 'mamba forecasting author:Cheng year>=2024 has:code cite:both limit:5'

Expected Output

• JSON meta.applied_filters shows the interpreted author, year, and has filters.
• Each returned entry includes bibliographic fields and both LaTeX and Typst snippets.
• If there are no matches, the response suggests which filters to relax first.