ResearchClaw
Overview
OpenClaw-powered agent that finds and ranks researchers from papers, writes plain-English hiring theses, and drafts cold emails referencing their work.
Best For Professions:
ResearchClaw is an OpenClaw-powered research hiring agent that helps teams identify academics whose published work matches a specific product or AI use case. You describe your use case in plain English, and the system decomposes it into structured queries, pulls papers and author metadata from sources like Semantic Scholar, arXiv, and OpenAlex, and ranks candidates using embedding similarity combined with citation- and recency-weighted scoring. It then generates an LLM-written hiring thesis for each researcher (translating academic jargon into product-relevant reasoning) and drafts hyper-personalized cold emails that reference specific papers and contributions, with options like CSV export and outreach automation.
Autonomy level
62/100
Our subjective rating of how independently the product carries out its documented tasks, considering the human setup, input, approval and review it needs. This is not a measured success rate.
Comparisons
Custom Comparisons
Some of the use cases of ResearchClaw:
- Finding researchers whose published work directly aligns with your technical product challenge.
- Ranking candidates using embedding similarity with citation- and recency-weighted scoring.
- Converting dense academic work into plain-English hiring theses tied to your use case.
- Drafting personalized outreach emails that reference specific papers and contributions.
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Popularity level: 9%
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AI Agent Store · Specialist AI agentsFor recruitment and staffing agencies
Carry research-talent searches through to placement.
Recruiting researchers for client employers? Keep the role brief, relevant candidate evidence, outreach, interviews and start milestones connected through your agency's delivery.
- ✓ Requisition and candidate evidence alignment
- ✓ Outreach and interview coordination
- ✓ Placement milestones and start follow-through
Tailored starting setup. Chat on our site. See the workflow and monthly plan.