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×Share a folder of papers with Claude Cowork; it extracts the finding and a figure from each, writes one X post of up to 280 characters and saves drafts in Tareno for your approval.
Yes. Claude Cowork reads the PDFs in a shared folder, extracts the main finding and the limits as the authors state them, writes one post per paper within 280 characters and saves drafts with the figure you choose through Tareno. You verify every number against the paper, and approval happens in Tareno.
Last reviewed 2026-10-24 · Markdown version for AI agents
Researchers and research-minded teams want to share new papers, but writing a post is the last thing anyone does after reading forty pages. The temptation is to let an assistant summarize and post, which is exactly where mistakes become public: a result stated more strongly than the authors wrote it, a number from the wrong table. Claude Cowork works on a folder of files, so it can read the papers themselves rather than a press release, and it can be told to quote the authors' own limits. This page follows a lab group through a weekly digest, with the checking steps that keep the posts honest.
Imagine a robotics lab whose communications student puts three new PDFs in a Cowork folder each Friday, together with the figure files exported by the authors. Cowork reads each paper, writes down the main finding, the sample size and the authors' own stated limitation, and drafts one post per paper under 280 characters. In the second paper it notices that the abstract reports a 12 percent improvement while the results table shows 9, and flags the difference instead of choosing one. The authors confirm the table. Cowork finds the figure in the library with list_media, saves the three drafts through create_drafts, and the student requests Friday 15:00 slots.
Put the PDFs and the figure files the authors released in one Cowork task. A figure with a clear license is better than a screenshot of a page.
Ask Cowork for a table per paper with the main finding, the sample, the number reported and the limitation the authors name. Nothing is written for X until the table is checked.
Ask it to flag any number that differs between the abstract and the results section. Authors' abstracts are sometimes rounder than their tables.
Request a post within 280 characters per paper that states the finding as the authors did, and keeps the limitation if the space allows. If it does not, put the limitation in the linked paper summary.
Cowork finds the figure with list_media and saves each post with its image through create_drafts for your X account. Up to four photos fit in one post.
Give dates, times and an IANA time zone. The requests become pending actions, and you approve them in the Tareno dashboard.
Read the three PDFs in the shared folder as source material for Tareno drafts. For each paper return a table with the main finding, the sample size, the headline number and the limitation the authors name, each with the page it comes from. Do not write any post until I confirm the table.Compare the abstract with the results section in each paper and list every number that differs, with both values and both page numbers. Tell me which one you would trust and why, but leave the decision to me.Write one X post per paper, for later saving in Tareno, within 280 characters that states the finding in the authors' own strength, without words like proves or breakthrough. Count the characters, keep the paper's link, and mention the limitation if it fits.Use Tareno to find the figure files for these papers in my media library, save each approved post with its figure as a draft for my X account [handle], and return a table of draft ID, paper and figure. Request no time yet.As configured in Tareno on 2026-10-24. The live rules for your own account come from the get_platform_schema tool.
Source: X API documentation: create a post, read on 2026-10-24. Platform rules change; check the page before you rely on a number.
https://tareno.co/api/mcpUse the same Tareno account across supported clients. Open the relevant setup guide for authentication, first use, reconnect, and revocation.
list_accountsChecked:
It reads the PDF in the shared folder, so it can compare the abstract with the results section. That is why we ask for a fact table with page numbers first: you can verify each number in the paper before a post exists.
In a few words if it fits, for example by naming the sample. If it does not fit, link to a longer summary that states it. A post that leaves out a limitation the authors named overstates the work.
Yes. Tareno's configuration allows up to four photos on X, and Cowork can find the figure file in your library. Use figures the authors released for reuse and put the credit in the text.
Because authors sometimes round or update the abstract. Cowork reports both values with page numbers and leaves the choice to you, which is safer than letting it pick the more flattering number.
No. Tareno does not read replies on X, so Cowork never sees them, and no tool posts a reply. Someone on the team answers on X, using the fact table as a reference.
No. Requests become pending actions in Tareno, and X receives the posts only after you approve them in the dashboard. `get_action_status` shows what happened to each one afterwards.