lit-review

Automate literature-review workflows with search, screening, NotebookLM analysis, and BibTeX reports.

Updated May 14, 2026
One-click install
npx skills add https://github.com/jaqg/daimon --skill lit-review-jaqg
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: lit-review
Source: https://github.com/jaqg/daimon/tree/main/literature/skills/lit-review
Command: npx skills add https://github.com/jaqg/daimon --skill lit-review-jaqg

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

The lit-review skill automates end-to-end literature-review workflows, unifying topic discovery, paper screening, NotebookLM analysis, and report generation into a reproducible pipeline.

Core Features & Use Cases

  • Automated search, PRISMA-compliant screening, and structured extraction of knowledge from papers.
  • NotebookLM-backed analysis, memory-enabled project context, and batch handling for large literature sets.
  • Reproducible outputs including summaries, notes, and BibTeX references.

Quick Start

Run the lit-review pipeline on a topic by specifying --topic and optional flags to control which stages to execute.

Frequently Asked Questions about lit-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate a PRISMA-compliant literature review workflow?

Automate a PRISMA-compliant literature review by running a stage-structured pipeline that handles paper search, screening, and report generation. The workflow logs screening results to ensure reproducible outputs for systematic reviews.

Can I use NotebookLM for literature analysis and still generate BibTeX references?

Yes, you can integrate NotebookLM for structured paper analysis while automatically assembling BibTeX references. The pipeline combines NotebookLM-backed knowledge extraction with reproducible reference generation across multiple batches.

What is the best way to handle screening for large sets of literature?

Handle large literature sets using batch processing with memory-enabled project context. This stage-structured automation manages multiple batches efficiently, logging screening results to maintain reproducibility across the entire review.

How do I control which stages of the literature review pipeline execute?

Control literature review pipeline stages by specifying the topic and using optional flags. This allows you to selectively execute search, screening, NotebookLM analysis, or report generation based on your current workflow needs.

Does automated literature screening generate reproducible outputs?

Automated literature screening generates reproducible outputs by logging all screening results. Combined with memory-enabled project context intake, the pipeline ensures your systematic review process is fully traceable and documented.