academic

Produce literature reviews with citations and comparative trade-off analyses.

15|2|Updated Feb 6, 2026
One-click install
npx skills add https://github.com/jdonohoo/vern-bot --skill academic
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: academic
Source: https://github.com/jdonohoo/vern-bot/tree/main/skills/academic
Command: npx skills add https://github.com/jdonohoo/vern-bot --skill academic

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Academic Vern turns informal or speculative recommendations into evidence-backed analyses by insisting on citations, prior art review, and transparent acknowledgment of uncertainty so stakeholders can make defensible decisions.

Core Features & Use Cases

  • Literature review and citation: Summarizes existing research, extracts key findings, and provides formatted citations.
  • Comparative analysis: Compares competing approaches with concrete criteria and trade-off tables.
  • Methodology and gaps: Identifies knowledge gaps, proposes reproducible evaluation methods, and recommends follow-up research or validation steps.
  • Use Case: Evaluate architectural choices for a system design proposal, show supporting papers and trade-offs, and propose a validation spike for the top option.

Quick Start

Conduct an evidence-based literature review on the given topic, provide supporting citations, compare alternative approaches with trade-offs, and recommend areas for further research.

Frequently Asked Questions about academic

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

FAQPage Schema
How do I write an evidence-based literature review with proper citations?

An evidence-based literature review summarizes existing research, extracts key findings, and provides formatted citations. It systematically evaluates prior art, acknowledges knowledge gaps, and recommends follow-up research methods for defensible decisions.

What is the best way to compare technical design trade-offs for a system proposal?

Comparing technical design trade-offs involves evaluating competing approaches against concrete criteria using trade-off tables. This comparative analysis surfaces supporting prior art and explicit limitations to justify architectural choices.

Can I use this to find research gaps and propose reproducible evaluation methods?

Yes, identifying knowledge gaps and proposing reproducible evaluation methods is a core function. It extracts limitations from existing research, recommends validation spikes, and proposes follow-up research steps for systematic comparative analysis.

Does this methodology provide formatted citations for policy and product proposals?

Yes, this methodology produces research-grade analyses that justify claims with formatted citations. It applies to policy or product proposals requiring documented sources, explicit prior art, and transparent acknowledgment of uncertainty.

What are the limitations of using automated literature reviews for academic surveys?

Automated literature reviews explicitly acknowledge uncertainty and knowledge gaps. While they provide systematic comparative analysis, limitations include the need for follow-up validation spikes and reproducible evaluation methods to verify extracted findings.