---
name: "literature-map-builder"
description: "Organize supplied papers into an evidence-based topic map. Use when the user needs: Get clusters, paper-level evidence and clearly labeled research questions."
metadata: {"version": "2026-10-17.1", "category": "research-analysis", "publisher": "AIDiveForge"}
---

# Literature Map Builder

Get clusters, paper-level evidence and clearly labeled research questions.

## Requirements

Provide paper texts or abstracts with stable identifiers.

## Workflow

1. Record each paper’s question, method, dataset, result and stated limitations.
2. Cluster by the research question and method rather than title keywords alone.
3. Keep paper identifiers on every cluster summary and identify contradictory results.
4. Describe apparent gaps as questions within this supplied corpus, not proof that no research exists.
5. Return the map, an evidence table and targeted searches that could test the proposed gaps.

## Worked example

Read `examples/input.txt` and `examples/expected.txt` before adapting the workflow.

## Acceptance checks

Keep the A/B disagreement and scope every gap claim to the supplied corpus.

## Limits

Coverage depends on the papers provided. The output is not a systematic review unless a systematic search was actually performed.

Worked example included. Model-specific performance and vendor compatibility have not been benchmarked.