Automate academic literature search and extract structured JSON notes.
npx skills add https://github.com/ExuberantWitness/Flux-Insight --skill w6-research
Please help me install this Agent Skill. Skill: w6-research Source: https://github.com/ExuberantWitness/Flux-Insight/tree/main/skills/w6-research Command: npx skills add https://github.com/ExuberantWitness/Flux-Insight --skill w6-research
This Skill solves the challenge of information overload in scientific research by automating the discovery, extraction, and synthesis of the latest academic literature.
Use the w6-research skill to conduct a literature review on the topic of transformer-based time series forecasting within the current workspace.
High-intent search queries and answers about installing and using this skill.
Automating a systematic literature review involves using search APIs to discover recent academic papers, extracting structured knowledge like contributions and research gaps, and generating a JSON output to map the research landscape. This process identifies methodological breakthroughs and SOTA benchmarks.
Structured knowledge extraction converts unstructured academic papers into structured JSON notes. It highlights key contributions, methodological breakthroughs, and research gaps to facilitate knowledge graph population and rapid synthesis of recent scientific literature.
Yes, automated literature search identifies SOTA benchmarks and theoretical breakthroughs for a given topic. It generates a comprehensive research landscape report that differentiates your proposed work from existing baselines by highlighting specific research gaps.
Yes, integration with search APIs is required to automate the systematic search of academic literature. This integration enables the rapid discovery and structured analysis of recent papers to identify research frontiers and methodological breakthroughs.
Generating a research landscape report involves converting unstructured papers into structured JSON notes. This automated synthesis identifies key papers, highlights contributions, and differentiates your proposed work from existing baselines to solve information overload.
firecrawlRetrieve research papers via Firecrawl semantic search with in-body verification.
LittleSongxxDecompose academic papers into JSON knowledge graphs with claims and evidence.
NirajkashyapExport wiki knowledge graphs to graph.json, graph.graphml, cypher.txt, and graph.html.
kangning-huangMap research domains and rank high-fit gaps against user-defined pillars.
