Literature Mentor

Name: Literature Mentor
Author: bahayonghang

Interactive academic paper mentor specializing in CS, Deep Learning, and Automation.

triggers:user provides a paper title, DOI, or PDF for analysisuser asks to 'read through' or 'guide me through' a paperuser wants a critical analysis of an academic workuser mentions deep-learning or CS paper interpretation

Academic Paper Deep-Dive

An interactive mentor designed to help researchers and students truly understand complex academic papers. It prioritizes Zotero integration for full-text retrieval and employs a 'mentor-style' pedagogical approach.

Three Specialized Modes:

Quick Screen: Rapidly determines if a paper is worth a deep read based on core claims and novelty.
Mentor Deep-Dive: A guided, figure-by-figure walkthrough. The agent stops after every major figure/table to ensure the user understands before proceeding.
Research Review: Critical analysis focused on finding fragile assumptions, designing minimal reproductions, and identifying follow-up research gaps.

Key Features:

Zotero First: Seamlessly fetches metadata and full-text from Zotero libraries.
Figure-Centric: Systematic interpretation of CS/DL figures using a structured 8-step framework.
Critical Synthesis: Produces a final distillation of the problem, solution, findings, and the paper's position within the broader field.

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Repository: bahayonghang

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Search arXiv, fetch paper metadata, download PDFs, and produce concise summaries for academic papers (ID or query).

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Literature Mentor

from bahayonghang

Interactive academic paper mentor specializing in CS, Deep Learning, and Automation.

Academic Paper Deep-Dive

Three Specialized Modes:

Quick Screen: Rapidly determines if a paper is worth a deep read based on core claims and novelty.
Mentor Deep-Dive: A guided, figure-by-figure walkthrough. The agent stops after every major figure/table to ensure the user understands before proceeding.
Research Review: Critical analysis focused on finding fragile assumptions, designing minimal reproductions, and identifying follow-up research gaps.

Key Features:

Zotero First: Seamlessly fetches metadata and full-text from Zotero libraries.
Figure-Centric: Systematic interpretation of CS/DL figures using a structured 8-step framework.
Critical Synthesis: Produces a final distillation of the problem, solution, findings, and the paper's position within the broader field.

Not yet audited

This skill has not been reviewed by our automated audit pipeline yet.

Information

Repository: bahayonghang

Related Skills

arxiv2md

Convert arXiv papers into clean, LLM-ready Markdown via a REST API or CLI for fast reading, summarization, and downstream processing.

Scite Database (Smart Citations)

Query Scite.ai Smart Citations by DOI to report supporting, contrasting, and mentioning citation counts and help assess a paper's reliability.

Writing Implementation Plans

Generate detailed, engineer-ready implementation plans from design docs: file paths, step-by-step tasks, tests, and verification instructions.

NotebookLM Research Agent

End-to-end research-to-content pipeline: ingest sources into Google NotebookLM, run deep cited research, generate downloadable artifacts, and produce polished c

AI News Daily

Generate a structured, bilingual daily briefing of the latest AI industry news, model updates, papers, and open-source tools with in-depth technical analysis an

ToolUniverse Gateway

Unified agent gateway to 1000+ scientific tools (bioinformatics, drug discovery, genomics) via Harvard's ToolUniverse, returning JSON for downstream workflows.

Research Information Lookup

Find and synthesize current research and academic papers with automatic backend routing (Parallel Chat API or Perplexity) and structured citations.

arXiv Paper Search & Download

Search arXiv, fetch paper metadata, download PDFs, and produce concise summaries for academic papers (ID or query).

Literature Mentor

Academic Paper Deep-Dive

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Related Skills

Literature Mentor

Academic Paper Deep-Dive

Tags

Not yet audited

Information

Related Skills