literature-mapping

name	literature-mapping
description	Build a structured literature map in Research Harness. Trigger on phrases like "literature-mapping", "/literature-mapping", "文献地图", "建立文献库", "systematic literature map", or equivalent requests to cluster papers, identify baselines, and organize a topic-level paper pool.
public_suite	research
task_type	mapping
data_access_level	local+external
inputs	topic scope, topic_id, candidate papers, venue or time constraints
outputs	clustered literature map, baseline coverage, ingestion plan
gates	useful papers must be ingested; map must separate evidence from inference
artifact_schemas	literature_map, paper_pool
estimated_runtime	20-60 min

Literature Mapping

Use this skill when the user wants a topic-level literature map instead of a one-off search.

Workflow

1. Gather or confirm the topic scope.
2. Search and ingest core papers.
3. Group papers by problem, method, dataset, or evaluation style.
4. Identify baseline papers and missing coverage.
5. Record a structured map or summary suitable for later claim_extract and gap_detect.