Screen research papers against criteria
Codex reads a folder of PDFs to find articles that disagree with an argument, screens about fifty papers for a systematic review, and cleans messy CSV or Excel files.
Digging through books, papers, and data, and keeping what you learn organized.
89 use cases
Codex reads a folder of PDFs to find articles that disagree with an argument, screens about fifty papers for a systematic review, and cleans messy CSV or Excel files.
Comet found major LLM/agent training papers from six months with links and analysis, then saved them to a Word doc via Outlook.
Comet researched 50 HumanX speakers, surfaced themes and podcast guests, built a camera spec table, and cleaned up tabs.
A newsletter writer had Comet find Reddit threads on reader pain points, finding extra sources in about 15 minutes without intervention.
Comet searches the day's AI news, picks the top 5 stories and emails a brief, and merges tagged tabs and reports into a cited Google Slides deck.
A commenter uses Manus for first-pass research, then has Genspark double-check every reference and flag problems.
A G2 reviewer uses Manus to scrape sites, read images and gather many sources into a summary in the background, but says credits run out fast.
A reviewer had Manus visit the top 15 CRM sites and pull pricing tiers, free plan limits and G2 ratings into a spreadsheet; long tasks were unreliable.
An educator's Dot checks public documents for changes, sorts them by impact, and verifies an article's notation against linked pages, offering revision candidates only.
Voice notes sent over Telegram become Obsidian thought notes with transcript, cleaned argument, linked context and a draft; Hermes also tracks recipes.
Answer.AI had Devin fetch an author's recent papers and research transcript summarization; it got stuck parsing HTML and returned generic results, rated a failure.
Cursor Agent writes and maintains interlinked markdown pages from user-supplied sources, summarizing and cross-referencing, with Obsidian used to browse.
Cursor reviews vault structure, suggests connections, answers questions about notes and writes a daily done note documenting other agent sessions.
Forum users write papers in markdown with Zotero citations and a bibtex file for Cursor to pick references from, converting to Word with pandoc.
A data scientist tested Cursor on a real project: weak on pandas, data cleansing and scraping, strong at prototyping.
An n8n workflow extracts metadata from new PDFs, finds related papers on Semantic Scholar and PubMed, builds an APA citation, logs to Sheets and creates a Notion summary.
An n8n workflow fetches a submitted URL, strips it to readable content, has OpenAI summarise it into structured fields, and saves a Notion note.