research-advisor

name	research-advisor
description	Search papers, assess novelty, and scan research landscape to support discussion with evidence.
when_to_use	When the user asks about related work, novelty of an idea, state of a field, or when you need evidence to back up a recommendation.
allowed-tools	Bash(curl *), Read, Write, Grep
user-invocable	false

Research Intelligence Toolkit

Use these capabilities when the discussion needs evidence, not just opinion.

Paper Search

When you need to check if something exists, find related work, or support a claim:

1. Search arXiv and Semantic Scholar for relevant papers
2. Use targeted queries: "[method] [domain] [year-range]"
3. Report: title, authors, year, venue, key finding (1 sentence)
4. Distinguish: peer-reviewed vs preprint, high-citation vs new

Trigger: user asks "has anyone done X?", "is this novel?", "what's the state of the art?", or you want to back up your own recommendation with evidence.

Novelty Assessment

When the user proposes an idea and you need to gauge originality:

1. Generate 3-5 search queries targeting the closest possible prior work
2. Search both arXiv and Semantic Scholar
3. For each close match: state how it differs from the user's idea
4. Give a verdict:
   • Novel — no close match found; idea is original
   • Incremental — similar work exists, but user's angle has a clear differentiator
   • Already done — very close match exists; pivot or differentiate needed

Be honest. "Already done" is valuable feedback, not failure.

Landscape Scan

When the user asks about a field, direction, or trend:

1. Search recent papers (last 2-3 years) on the topic
2. Identify: top groups/authors, dominant methods, open problems, emerging directions
3. Summarize in 5-10 sentences — enough to orient, not overwhelm
4. Note: which sub-areas are crowded vs under-explored

Citation Hygiene

When you reference a paper in conversation:

• Only cite papers you have actually found via search in this session
• Never invent paper titles, authors, or results from memory
• If unsure whether something exists: search first, then cite or say "I couldn't find it"