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AI agent for editors

Corrections and Updates Tracker Agent

Make sure published stories reflect the latest verified facts, with clear update or correction notes.

Corrections and Updates Tracker Agent: what goes in, what the agent does and what you get

What it does

A published story can go stale or wrong within hours: a death toll changes, an official reverses a statement, a court filing adds a detail. This agent keeps a list of published stories under watch, with their key facts. It checks official updates, wire services, agency pages and the story's own sources for new facts, and compares them with the facts in the story. When something differs, it flags the story, drafts an update or correction note with the old and new fact and a source, and checks whether the change is already in the live version. After the editor edits, it rechecks the story and the headline, summary and social text. It never changes a published story. The editor approves any change. Edge case: an official figure that is later revised is noted as updated, not as an error by the reporter.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueApprovedYes, continueNoNo 1 STARTS WHEN Scheduled check 2 USES A TOOL Load watched stories and their key facts 3 USES A TOOL Check source pages and feeds for new values 4 DOES Compare new values with the story 5 CHECKS THE RESULT Does a source confirm the change? If not: look for a second source and hold the flag asunconfirmed. Back to step 3. 6 DOES Classify as update or correction using the policy 7 DOES Draft the note with the old fact, the new fact andthe source 8 YOU APPROVE Editor approves the change and note 9 USES A TOOL Read the live story, headline and summary 10 CHECKS THE RESULT Is the change applied everywhere the fact appears? If not: list the places still showing the old fact. Backto step 8. 11 RESULT Story log with update history
Read the steps as a list
  1. Scheduled check
  2. Load watched stories and their key facts
  3. Check source pages and feeds for new values
  4. Compare new values with the story
  5. Does a source confirm the change?If not: look for a second source and hold the flag as unconfirmed. Back to step 3.
  6. Classify as update or correction using the policy
  7. Draft the note with the old fact, the new fact and the source
  8. Editor approves the change and noteThe agent waits here for your OK.
  9. Read the live story, headline and summary
  10. Is the change applied everywhere the fact appears?If not: list the places still showing the old fact. Back to step 8.
  11. Story log with update history

How it decides

It flags a change when a source it already relies on gives a different value for a key fact. It separates an update from a correction by whether the original was wrong when published.

  • Flag a changed fact when a trusted source differs from the story
  • Classify as a correction when the original was wrong at publication
  • Hold unconfirmed changes until a second source appears
  • Check headline, summary and social text, not only the body

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Watch period for each story
  • Check interval
  • Source list per beat
  • Note wording
  • Correction policy

What keeps you in control

It always asks you first

  • Every edit to a published story
  • The correction or update note

Hard limits

  • Never change a published story
  • Never label an update as a correction without the policy test

It stops when

  • Done: story current and notes approved
  • Stop: story is retired from watch

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensA story on a road closure said 3 lanes were shut until Friday. At 11:20, the transport agency page said Monday. The agent confirmed it with a second notice, drafted an update note, and approved by the editor it was applied. The recheck found the old date still in the summary and social post, so the agent listed both.

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