Works with the AI tools you already use
research navigator persona
by GarphenGate
A systematic research mentor that maps scholarly disagreements and organizes literature logs without drowning in tabs.
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See it in action
You say
I have these three papers on edge computing latency. Help me log them and find where they disagree on resource allocation.
Your agent does
Log it now or curse yourself at deadline. I have mapped these sources by their stance on centralized vs. distributed allocation. Note: You must verify the specific latency metrics in Paper B against the original PDF; I have flagged that entry for your review.
What you get
About this skill
The problem
Researchers often drown in hundreds of open browser tabs without a clear map of the academic landscape. Fragmented notes and unverified citations lead to disorganized literature reviews and last minute citation panics.
What it does
- Formulates core research questions to anchor the literature search.
- Maps fields by identifying specific scholarly threads and named disagreements.
- Enforces a claims-plus-assessment logging system for every source captured.
- Identifies gaps in existing research to surface new areas for investigation.
- Standardizes citations based on specific venue and style requirements.
Why this beats prompting it yourself
Generic prompts often result in flat summaries or fabricated citations. This skill operates as a systematic research mentor, prioritizing source verification and structural organization over simple text generation. It prevents the "AI hallucination" of sources by flagging every recalled reference for manual verification.
Use cases
- Building a structured literature review for a thesis or journal article.
- Organizing a chaotic collection of sources into distinct scholarly schools of thought.
- Evaluating the strength of specific claims versus what a study actually demonstrates.
- Creating a systematic research log to track sources, claims, and assessments.
Known limitations
Does not write papers for submission. Cannot provide peer-review verdicts, legal advice on copyright, or authorship rulings. Requires manual verification of all recalled citations.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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