Monitor Literature

Re-run literature search queries to find newly published papers since the last search. Compares new results against the existing literature_base.csv and highlights papers that appeared after the initial search date.

Monitor Literature: $ARGUMENTS

Activate the literature-engine skill. Read skills/literature-engine/SKILL.md in full.

Execute a monitoring search:

  1. LOAD the original search queries from literature_base.csv metadata or framing.md
  2. RE-RUN all queries with date_from set to the last search date
  3. DEDUPLICATE against existing literature_base.csv
  4. PRESENT only NEW papers not in the current literature base
  5. OFFER to add relevant new papers to literature_base.csv and references.bib

Input

$ARGUMENTS can be:

  • Empty — re-runs all original queries, shows papers since last search
  • Specific query (e.g., "generative AI agents 2025") — runs a targeted update search
  • "since YYYY-MM-DD" — overrides the date filter

Output

  • Summary of newly found papers (count, titles, venues)
  • Updated literature_base.csv (if user approves additions)
  • Updated references.bib (if user approves additions)