Use an agent to trace papers from a seed set
An agent can start with a few papers, follow citations both ways, and keep narrowing a review until the results stop changing.
Custom agent
Agent Uses · 1,321 real examples
AI agents for research & learning
Literature reviews, market scans, fact-finding and learning new topics fast. Each entry shows what the person asked for, how it went, and a prompt to try it yourself.
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Research a topic and verify every citation
A multi-agent setup gathers sources, drafts a brief, and checks each citation before delivering the final write-up.
Custom agent
Have Claude Code build a cited stock research memo
A developer used Claude Code to gather filings and transcripts, then turn them into a source-backed memo and bear case on a holding.
Claude Code
Set up a daily Reddit and competitor scan
They use Cowork to gather relevant tech posts, market signals, and draft replies without checking everything by hand.
Claude Cowork
Have parallel agents build a sourced research brief
A Grok Bot setup used 16 agents to gather, check, and combine sources into one researched document in about a minute.
Grok Bot
Convert YouTube videos into linked research notes
Claude Code can gather YouTube videos into NotebookLM, then export cited notes, a graph, audio, and flashcards into Obsidian.
Claude Code
Collect meeting minutes into yearly text files
A developer used Claude in Chrome to copy three years of meeting minutes into text files for NotebookLM.
Claude in ChromeClaude Cowork
Let Cursor audit and summarize an Obsidian vault
Beatriz used Cursor to inspect her Obsidian vault, flag structure issues, answer note questions, and log what other sessions changed.
Cursor
Track competitor prices in a shared sheet
They set up an agent to check competitor sites on a schedule and log pricing and contact details into Google Sheets.
Claude
Use a research agent for systematic literature reviews
A Reddit thread points to tools that can help with systematic reviews, paper notes, and keeping a project organized over time.
Custom agent
Use an AI agent to get unstuck on a social science paper
One writer leaned on ChatGPT tools for research support and drafting help, then checked the results carefully because the system made source and theory errors.
ChatGPT Agent
Build a stock research agent for updated company reports
They made a stock-research tool that refreshes reports on tracked companies using live market data instead of stale chatbot answers.
Custom agent
Test Cursor on a real data science task
A data scientist graded Cursor on a Python football project and found it strongest for quick prototypes, but weak on pandas, cleaning, and scraping.
Cursor
Pull names from a Wikipedia article and save them
Claude Computer Use opened Firefox, scanned a Wikipedia article, and wrote the names it found into a text file.
Claude computer use
Use an agent to build reporter and rental lists
A reporter had Manus gather topic experts, scan apartment ads, and identify award nominees, then stepped in when the results were incomplete or blocked.
Manus
Use AI to map a thesis literature review
They used ChatGPT to summarize papers and sketch the review, then switched to a source-first tool to cut citation risk.
ChatGPT
Have Devin gather research sources, then verify them
Answer.AI tested Devin on paper-finding and transcript research jobs, but it stalled on HTML and produced vague, off-target output.
Devin
Map links across a nonfiction library
Point an agent at your book folder and have it surface themed links between excerpts from different nonfiction titles.
Claude Code
Build a competitor deck and comparison sheet from one prompt
One ChatGPT Agent run found five UK coffee subscription rivals and turned the findings into a deck and spreadsheet in 18 minutes.
ChatGPT Agent
Search papers and save notes to Zotero
A researcher used Claude to find papers, check a personal Zotero library, and write short literature notes back into Zotero or Obsidian.
Claude
Search large public archives with plain language
Claude Code can translate everyday questions into SQL or vector queries for Scry's read-only data index.
Claude Code
Use Claude Code to assemble a research workflow
Kevin Yang used Claude Code to draft, code, and test most of a paper’s analysis while he checked each stage himself.
Claude Code
Track weekly Substack rankings and turn them into a report
Frank Andrade uses Claude in Chrome to capture Substack chart data, then Claude Cowork summarizes the weekly rank changes.
Claude in ChromeClaude Cowork
Research budget laptops and make a comparison deck
Have an agent compare budget laptops, then package the findings into a table, a slide deck, and a multi-tab spreadsheet.
ChatGPT Agent