geolocate-from-pixels SKILL.md skillA

geolocate-from-pixels from tonydzi/second-brain-starter-kit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add tonydzi/second-brain-starter-kit/geolocate-from-pixels@git:20261020.402f6b7

Pins git:20261020.402f6b7 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
tonydzi/second-brain-starter-kit
Path
skills/geolocate-from-pixels/SKILL.md
Versions recorded
4
Latest version
git:20261020.402f6b7, committed Oct 20, 2026
First version recorded
Sep 24, 2026
Size
16,522 bytes
Repository stars
14
License
MIT

- Geolocate and chronolocate a photo or video from visual evidence alone — plate and phone number formats, road markings, utility poles, bollards, signage typefaces, architecture and vegetation for… Use when asked where or when a picture was taken, to verify a claimed location without GPS or EXIF, or to match a scene against Google Earth, Street View, Yandex Panoramas, Mapillary or KartaView.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Geolocate from pixels

Every photograph taken outdoors contains enough information to place it. The
constraint is never the image; it is your [человек] and your reference knowledge.

The beginner mistake is searching before inventorying. People see a mountain,
type "mountain with two peaks" into a search box, and get nothing. The method is
the opposite: extract every clue first, rank them by how much of the planet each
one eliminates, and only then start searching — because the clue that pins the
country is usually not the one your eye went to.

## Rank your clues before you search

Work down this list. Each row eliminates far more of the world than the one below
it, so a single row-one clue is worth twenty row-six clues.

| Tier | Clue | What it buys you |
|---|---|---|
| 1 | Readable proper nouns — business names, street names, municipal logos, school names | Often an instant pin. A business name plus a country is a map query, not an investigation. |
| 1 | Phone numbers on signage and vehicles | Country and frequently city, from prefix and digit-grouping convention. |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add tonydzi/second-brain-starter-kit/geolocate-from-pixels@sha256:18068a9ec3a2f0b4

The line at the top of this page pins the label git:20261020.402f6b7, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_qmxxll3ejkmcaijb.svg)](https://markdownregistry.com/a/art_qmxxll3ejkmcaijb)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Sep 24, 2026 and Oct 20, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
git:20261020.402f6b7 latest2026-10-20 402f6b7 16,522 BA view · diff
git:20261007.cd6c2082026-10-07 cd6c208 16,528 BA view · diff
git:20261003.a2d662f2026-10-03 a2d662f 16,529 BA view · diff
git:20260924.2784cb22026-09-24 2784cb2 15,414 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (16522 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

tonydzi/second-brain-starter-kit · 14 stars · license MIT · pushed 2026-11-06 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_qmxxll3ejkmcaijb
GET https://markdownregistry.com/api/v1/resolve?ref=tonydzi/second-brain-starter-kit/geolocate-from-pixels
GET https://markdownregistry.com/api/v1/blob/18068a9ec3a2f0b4f40c6252a3e5c3cc9d2487d0ef5d88058015851f9442bb14

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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