Log new YouTube uploads in a Google Doc each morning
A Make workflow checks a channel’s latest upload at 9 AM, summarizes its title and description with Hugging Face, and saves the summary in Google Docs.
Make
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.
The day's AI news plus 3 agent uses you can try, with ready-to-paste prompts. Free; unsubscribe anytime.
Summarize Reddit discussions into Notion pages
An n8n flow collects Reddit threads, lets Gemini pull out themes, and posts the findings into Notion.
n8nGemini
Run a big log review while you sleep
A user left Gemini to process 170k LLM logs overnight with the llm CLI and checked the finished analysis the next day.
Gemini
Automate a weekly competitor scan that keeps learning
A product manager had Hermes generate a recurring competitor briefing that got quicker and uncovered patterns he had missed.
Hermes Agent
Run a quick stablecoin market review with Manus
Manus, linked to Heurist Mesh, researched US stablecoin adoption in 2026 and produced a full report in about two minutes.
Manus
Gather tool prices and tidy a Python script
Manus used current web research to build a project management pricing comparison and then cleaned up a long Python file without changing how it worked.
Manus
Build a daily morning news roundup in Manus
Manus can check Reddit, X, and Hacker News each morning, sort the findings, and email or save a short digest.
Manus
Create a multi-agent analysis pipeline in Claude Code
A data analyst had Claude Code assemble a five-part analysis system from a detailed specification.
Claude Code
Check how long open roles have been live at target companies
An agent sampled jobs on five company boards and measured how long each posting had been open.
Custom agent
Research X, summarize videos, and draft presentation decks
They used Perplexity Comet to collect X material, condense YouTube transcripts, and turn both into presentation-ready notes.
Perplexity Comet
Set up a persistent study assistant
A student gave one assistant a name and used it for a week as a standing helper for research and everyday tasks.
Dots
Set up daily AI news briefs
A Grok bot monitored X and AI coverage, checked figures against sources, and delivered five polished research briefs each day.
Grok Bot
Have a bot team review papers overnight
A developer had five Grok Bots read, test, and verify new papers overnight, then assemble a brief for morning review.
Grok Bot
Use search agents to map AI bot naming trends
A writer used a Claude swarm to gather thousands of bot names and compare patterns by gender, industry, and launch year.
Claude
Build a research workflow with specialized bot roles
They used Grok Bot agents to split research, analysis, and production into separate steps instead of relying on one chat thread.
Grok Bot
Inspect a broken book file and search it manually
When an indexer failed on an uploaded book, Claude used shell commands to identify the file type and search the text directly.
Claude
Review filings from saved notes with Claude Code
A non-engineer used Claude Code to pull equity research from saved filings and notes, then checked the numbers with a second pass.
Claude Code
Map a codebase file by file with short method notes
A commenter had Claude Code summarize each file’s unusual methods so they could keep track of a project they were steadily revising.
Claude Code
Set up scheduled research on a stock watchlist
They used scheduled agent runs to scan watchlists for fresh company news, events, and insider activity.
Custom agent
Use Codex to summarize Logseq journals from the CLI
They used Codex with the Logseq CLI docs to query a note graph and turn months of journals and tagged pages into summaries.
Codex
Use a visual browser to compare online stores
A commenter used ChatGPT Agent as a visual web browser to check many stores for one item and see which ones would ship to their country.
ChatGPT Agent
Use a browser agent to find and save papers
A commenter uses a custom browser agent for a narrow set of research and data-entry jobs, including finding scientific papers and downloading bank CSVs.
Custom agent
Have a coding agent check papers before each experiment
A Claude Code agent with paper search found useful ideas that a plain run missed while tuning a small language model.
Claude Code
Run a systematic review from one prompt
A SciSpace agent can draft PICO questions, search papers, screen them, extract data, and assemble a review with a PRISMA diagram.
Custom agent