aminer-deep-search
Installation
SKILL.md
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.
Routing (read first)
| Task shape | Skill |
|---|---|
| Single lookup answerable by one free API (paper by title, scholar by name, venue/org normalization) | aminer-free-academic |
| Deep analysis of one entity, multi-condition search, or paper collection under ~50 papers | aminer-academic-search |
| Personalized paper recommendations | aminer-daily-paper |
| Large-scale candidate collection (50+ papers), survey bibliography construction, citation snowballing | this skill |
Do not trigger on the words "survey" / "literature review" alone; trigger on the scale of collection the user actually needs.
Pre-flight
- Check the key without printing it: