Semantic Scholar — Deep Research

Purpose: fill the gaps that semantic-scholar-lookup (allenai) leaves — references, recommendations, batch, and multi-hop citation-graph traversal.

Contents

• Dispatch Rule — inline vs delegate; model selection
• When to Use — trigger scenarios
• Scripts — ss_client.py + citation_graph.py
• Authentication & Rate Limits
• Progressive Disclosure — deeper references
• Output Hygiene
• Integration — typical pipeline with the subagent

Dispatch Rule (read first)

Two execution modes:

Inline (run the Bash scripts yourself)