academic-researcher_skill

Overview

This skill is an academic research assistant that supports literature reviews, paper analysis, and scholarly writing across disciplines. It helps identify research gaps, summarize findings, evaluate methodologies, and format citations accurately. Use it to streamline literature synthesis, improve manuscript quality, and prepare research proposals.

How this skill works

The skill inspects academic documents, extracts research questions, methods, key findings, and limitations, and produces structured summaries or literature reviews. It evaluates methodological rigor using a clear framework, maps themes across studies, and generates citation-formatted outputs (APA, MLA, Chicago). Outputs are organized for immediate use in manuscripts, proposals, or reading notes.

When to use it

• When conducting a systematic or narrative literature review
• When you need concise, structured summaries of individual papers
• When evaluating research design, sampling, or statistical validity
• When preparing literature sections for proposals or manuscripts
• When you need citations formatted in APA, MLA, or Chicago

Best practices

• Provide the paper text, DOI, or key excerpts to ensure accurate summaries
• Specify the target citation style and audience (discipline/journal) up front
• Request a level of depth (brief summary vs. detailed critique) to match your workflow
• Ask for explicit research gaps and suggested future directions for proposal drafting
• Use the paper-analysis framework to check claims, methods, and generalizability

Example use cases

• Summarize ten recent papers on a topic into thematic sections for a literature review
• Produce a structured one-page critique of a manuscript for peer review or class discussion
• Convert notes and references into APA-formatted citations for a manuscript reference list
• Identify methodological weaknesses and suggest robustness checks for a replication study
• Draft an introduction and research gap section for a grant or thesis proposal