systematic-literature-review

This repository hosts an Obsidian vault tailored for conducting a Systematic Literature Review (SLR). This repository is part of the activities for the Systematic Literature Review using AI workshop.

The open-source environment for collaborative reviews

Deep Critical Research Agent : The first AI-driven Critical Analysis to turn the huge amount of preclinical biology data and information into knowledge and hence disease cures.

Supporting repository for "A Systematic Literature Review of Spatio-Temporal Graph Neural Network Models for Time Series Forecasting and Classification"

LLMSurver - Automatic LLM-based literature review filtering inside your browser

AI-assisted systematic literature review skill. PRISMA 2020-compliant workflow with automated multi-database retrieval, 100% human audit, independent dual screening, active learning calibration, and tamper-evident audit logging. No coding experience required

Search Query: A Python package designed to load, lint, translate, save, improve, and automate academic literature search queries.

Automated Systematic Literature Review (SLR) pipeline that identifies relevant studies from academic databases, downloads accessible papers, conducts multi-stage screening, and generates a curated, reproducible set of papers ready for synthesis from a research question, with agent-driven execution and human-in-the-loop where needed.

A systematic literature review on digital twins in cybersecurity domain

SMS-Builder: An Adaptive Software Tool for Building Systematic Mapping Studies. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711021001710

📚 Systematic Literature Review (SLR) workspace and pipeline manager built with NestJS and TypeScript.

A Python toolkit for systematic literature reviews — by Proportione. PRISMA 2020 + MMAT 2018 + bibliometrics, with CLI and Streamlit demo.

Reproducibility audit of METEOR across 73k ACL papers. Compared 8 Python/Java implementations; found up to 10-point score divergence from undocumented parameter choices. Includes Docker test harness and systematic literature review.

A systematic literature review on the code smells datasets and validation mechanisms

Thoth — agentic systematic literature reviews with per-claim citation verification (cite_check). 8-stage LangGraph agent, authenticated MCP server on the official registry, public eval dashboard, Langfuse/OTel tracing. 676 tests, $0/mo.

Comparative analysis of DBMS query optimization techniques (rule, cost, adaptive, ML) with Python visualizations. Presents a three-layer framework for selecting optimization strategies based on workload patterns.

Supplementary materials for the Systematic Literature Review (SLR) submitted to J.UCS: "A Fragmented Field".

Replication package for the systematic literature review on knowledge persistence architectures for AI-based coding agents (PRISMA 2020, 28 included studies).

This is the replication package of the Systematic Literature Review: Categorizing software repositories: Are we there yet?

FastSLR - Universal deterministic triage for Systematic Literature Reviews