Orchestrate literature reviews by processing PDFs through isolated subagents.
npx skills add https://github.com/sxg/science --skill literature-review-sxg
Please help me install this Agent Skill. Skill: literature-review Source: https://github.com/sxg/science/tree/main/plugins/writer/skills/literature-review Command: npx skills add https://github.com/sxg/science --skill literature-review-sxg
This skill helps researchers coordinate and manage literature reviews by orchestrating per-paper analysis through isolated subagents, preventing context overflow and enabling scalable synthesis.
Provide the scope.md and papers directory and run the literature-review workflow to start processing papers one by one using the orchestrator.
High-intent search queries and answers about installing and using this skill.
To manage context overflow when analyzing research PDFs, this skill processes each paper through an isolated subagent, preventing the orchestrator from reading PDFs directly and ensuring scalable synthesis for large literature sets.
The best way to automate literature review synthesis is using an orchestrator that propagates scope context to dedicated subagents, enabling per-paper notes, centralized bibliography generation, and a final Introduction draft.
Yes, you can process 40 PDFs sequentially to draft a coherent introduction. The workflow scales by assigning dedicated subagents to generate per-paper notes, which are then centralized for final synthesis without overwhelming a single context.
To start a literature review workflow, provide a scope.md file and a papers directory, then run the orchestrator to begin processing papers one by one through isolated subagents to generate notes and synthesis.
No, the orchestrator does not directly read PDFs to generate per-paper notes. It strictly delegates PDF processing to isolated subagents, ensuring structured context propagation from scope.md while preventing context overflow.
kenziecreativeCreate structured research notes from URLs, PDFs, and documents.
sxgAssemble manuscript drafts into a submission-ready document with a complete bibliography.
ricardoalt1515Extract text, mathematical expressions, and tables of contents from PDF documents.
CloudAI-XOrchestrate multiple subagents in parallel using the Task tool.
