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See what Meta knows about you

The Claude Code prompt that audits your own Facebook archive: faces, trackers, advertisers

AUTHOR
PUBLISHED
Oct 31, 2026

Facebook ran face recognition on uploaded photos from 2010 to 2021, ON by default. It paid $650M in Illinois and $1.4B in Texas over it. Every face in every photo you uploaded went through that scanner. This prompt reads your own data export locally and shows you what it saw: the faces, the people, the apps that reported you, the advertisers that have your info.

META & YOUR FACE

Everything below is public record. Click any source.

2010–2011
Tag Suggestions rolls out. Face recognition runs on uploaded photos, on by default.
source: Texas AG ↗
2019
FTC fines Facebook $5 billion. Face recognition settings are part of the case.
source: FTC ↗
2020–2021
Illinois class action over faceprints settles for $650 million.
source: NBC News ↗
2021
Facebook shuts down face recognition and deletes the templates of 1,000,000,000+ people.
source: Meta ↗
2024
Texas settles for $1.4 billion, the largest privacy settlement ever won by a single state.
source: Texas AG ↗
JUNE 2026
WIRED finds face recognition code, “NameTag”, in the Meta AI glasses app on 50M+ phones. Meta pulls it a day after the report.
source: WIRED ↗

GET THE PROMPT

Paste it into Claude Code. It runs the trace-meta skill and cites the source file for every number:

PROMPT
SKILL.md ↓
TRACE · META — audit what Meta knows about you
Run it on your own Facebook / Instagram data export. Nothing leaves your machine.
Count only what is in the files. Cite the file path for every number. Never guess.
0 EXPORT Accounts Center → Your information and permissions → Download your information. Format JSON, date range all time. Unzip to ./meta-export.
1 MAP walk ./meta-export, list every folder and file with its size. Save MAP.md.
2 FACES count photos and videos I am tagged in, split posted-by-me vs uploaded-by-others. Then run local face detection on the photos I uploaded, cluster the faces, and count how many different people appear. Images never leave this machine.
3 OFF-META parse your activity off Meta technologies: every app and site, event count, first and last seen. Flag health, finance, dating and loan apps.
4 ADS parse advertisers using your activity or information, plus ad interests and categories. Flag any inference about health, politics, religion or sexuality.
5 CONTACTS count uploaded contacts and any call or SMS history in the export.
6 REPORT write report.html: headline numbers, flagged items, a timeline. Every number links to its source file.
7 CLEAN UP give me the exact steps to clear and disconnect off-Meta activity, delete uploaded contacts, and the removal form for family members who never had an account. Do not click anything for me.

INSTALL AS A SKILL

  1. Download SKILL.md
  2. Save it to ~/.claude/skills/trace-meta/SKILL.md (or .claude/skills/trace-meta/ in your project)
  3. Put your unzipped export in ./meta-export, then run /trace-meta in Claude Code
↓ Download SKILL.md

WHAT YOU GET

Claude writes a report.html from your own export. Every number links to the file it came from.

report.htmlEXAMPLE DATA

What Meta has on you

2,947faces in photos you uploaded
611different people in them
1,284photos of you posted by others
412apps & sites reporting you
dating appDATING1,042 eventsyour_activity_off_meta_technologies.json
pharmacyHEALTH214 eventsyour_activity_off_meta_technologies.json
bankFINANCE88 eventsyour_activity_off_meta_technologies.json
advertisers with your info783advertisers_using_your_activity_or_information.json
contacts you uploaded2,317your_uploaded_contacts.json
✓ Clean up · clear & disconnect off-Meta activity · remove tags you never posted · delete uploaded contacts · stop contact syncing

No Facebook account? You may still be in there.

When your friends sync their contacts to Facebook, Instagram or Messenger, Meta gets your name, phone number and email, even if you never signed up. Meta has a tool to look up and remove them.

Remove my contact info from Meta ↗ Works for people with and without an account. More on Meta's page for non-users.

FAQ

Does my data leave my laptop?

No. The prompt runs on the export file you download yourself. Face detection runs locally and the prompt tells Claude never to upload your photos anywhere.

What do I need?

Claude Code and your Meta data export. Accounts Center → Your information and permissions → Download your information → JSON, all time. Meta usually takes a few hours to prepare it.

Does Facebook still run face recognition on my photos?

Meta says it shut the system down in 2021 and deleted the templates. In June 2026 WIRED found new face recognition code in the Meta AI glasses app, which Meta removed the next day. The prompt shows you what is in your own export today.

Does it work with Instagram?

Yes. Request the export for your Instagram account in the same Accounts Center and put it in the same folder.

How long does it take?

A few minutes once the export is unzipped. Big photo libraries take longer for the face detection step.

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