Search Science Literature

Overview

Find and organize trustworthy scientific literature without hallucinating papers, DOIs, venues, or metrics. Prefer open scholarly APIs first. Use credentialed sources such as Web of Science Starter only when explicitly requested or enabled by credentials and quota. Keep the workflow auditable and state access or metadata limits explicitly.

The skill is deterministic: Python scripts in scripts/ handle every retrieval, normalization, deduplication, and ranking step. The model's job is orchestration, query design, gap analysis, and narrative synthesis — not invention.

Workflow (1-pass overview)