literature-mapping

What problem does it solve?

This skill helps researchers organize scattered literature by clustering papers around topics, identifying baselines, and building a topic-level map that supports downstream analysis such as claim extraction and gap detection.

Core Features & Use Cases

• Topic scoping and topic map creation: define a research topic and produce a structured literature map with clusters by problem, method, dataset, or evaluation style.
• Baseline discovery and coverage assessment: automatically identify representative baselines and highlight gaps in coverage for the topic.
• Export-ready for downstream tasks: generate a map that can feed into claim_extract and gap_detect workflows.

Quick Start

Input a topic area and I will generate a topic-level literature map with clusters, baselines, and coverage.