AMiner Deep Search

Host-model-driven survey paper collection. You (the model reading this) are the controller: run the tool scripts, read their JSON output, judge relevance yourself, and iterate until the collection target is met.

Scope

• Use for: survey bibliography collection (hundreds of papers), keyword expansion, backward-citation snowballing.
• Do not use for: single-paper lookup or Q&A (route to aminer-free-academic), personalized recommendations (route to aminer-daily-paper).

Pre-flight

1. Check the key without printing it:

[ -z "${AMINER_API_KEY:-}" ] && echo "AMINER_API_KEY missing" || echo "AMINER_API_KEY exists"

If missing, stop and ask the user to set AMINER_API_KEY (console: https://open.aminer.cn/open/board?tab=control). Never print the key.