GeoInfer Image Geolocation

AI image geolocation via visual analysis — no GPS or EXIF needed. Requires GEOINFER_API_KEY.

Security Scan

The skill's requests and scripts align with its stated purpose: it uploads local images to GeoInfer's API using a single GEOINFER_API_KEY and nothing in the package appears disproportionate or unrelated.

Purpose & Capability

The name/description, SKILL.md, and included scripts all consistently implement image geolocation and require only GEOINFER_API_KEY. Minor note: the scripts use curl but the registry metadata lists no required binaries; curl (and bash) are implicitly required to run the provided scripts.

Instruction Scope

Runtime instructions and scripts only read a local image file and the declared GEOINFER_API_KEY environment variable, then POST the file to api.geoinfer.com. They do not reference other files, system paths, or unrelated environment variables, nor do they send data to unexpected endpoints.

Install Mechanism

No install spec (instruction-only with small helper scripts). Nothing is downloaded or extracted; files are simple bash scripts that invoke the GeoInfer API.

Credentials

Only a single service-specific credential (GEOINFER_API_KEY) is required, which is appropriate for a hosted API. The scripts do not request additional secrets or unrelated credentials.

Persistence & Privilege

The skill does not request always:true or any special persistence; it will not modify other skills or system-wide settings. Autonomous invocation is allowed by default but is not combined with any elevated privileges here.

Assessment

This skill appears internally consistent, but before installing: 1) Understand that any image you run through this will be uploaded to GeoInfer's servers (api.geoinfer.com) — do not upload sensitive or personally identifying images unless you trust the provider and account billing/retention. 2) The scripts use curl and bash; ensure your environment has those binaries. 3) Verify the origin and trustworthiness of the GeoInfer service and the API key you obtain (billing, rate limits, and access scope). 4) Consider using a limited/revocable API key and testing with non-sensitive images first. 5) If you need offline/air-gapped processing or stronger privacy guarantees, this hosted-solution approach may not be suitable.

GeoInfer — AI Image Geolocation

🌍 Geolocate any image using AI — no GPS, no EXIF, no metadata required.

GeoInfer analyzes visual cues (architecture, terrain, vegetation, signage) to predict where a photo was taken, down to city level. Built for OSINT, digital forensics, investigative journalism, and security workflows.

Requires the GEOINFER_API_KEY environment variable.

Setup

1. Get your API key from app.geoinfer.com/en/api
2. Run: export GEOINFER_API_KEY="geo_your_key_here"

Tools

Predict Image Location

bash scripts/predict.sh /path/to/image.jpg [model_id] [top_n]

• model_id — model to use (default: global_v0_1). Run models.sh to list available models.
• top_n — number of top predictions to return, 1–15 (default: 5)
• Accepts JPEG, PNG, WebP, and other common image formats (max 10MB)

Example:

bash scripts/predict.sh photo.jpg global_v0_1 5

Output: JSON array of top location predictions with coordinates and confidence scores.

List Available Models

bash scripts/models.sh

Returns all models available to your API key (e.g., Global, Car, Property, Accuracy).

Check Credits

bash scripts/credits.sh

Returns your current credit balance.

Credit Costs

Model type	Credits per prediction
Global	1
Car	2
Property	3
Accuracy	3

Agent Usage Notes

• Always run models.sh first if unsure which model to use
• Prefer global_v0_1 for general-purpose geolocation
• Use top_n=1 for fastest single-answer responses; top_n=5 for investigations requiring confidence comparison
• Check credits before running large batch jobs
• Images must be local files — download remote images before passing to predict.sh