Nicheloom

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geo-sleuth

An agent skill that finds where a photo was taken — OpenStreetMap geometry, elevation skylines, satellite imagery and street view — and shows its work. Works with Claude Code, Codex, Cursor, Gemini CLI, OpenCode and GitHub Copilot.

Details

External ID
1375615157
Source
GITHUB
Company
—
Product
geo-sleuth
Website domain
github.com
Launched
Sept. 18, 2026
Cohort
—
Upvotes
270
Upvotes percentile
0.9745708429413272
Tags
agent-skills, ai-agents, claude-code, codex, computer-vision, cursor, gemini-cli, geoguessr, geoint, geolocation, github-copilot, image-geolocation, opencode, openstreetmap, osint, photo-geolocation, reverse-image-search, satellite-imagery
Fetched at
Sept. 22, 2026, 5:02 p.m.
Updated at
Sept. 22, 2026, 5:02 p.m.

Enrichment

Theme
Vertical
Horizontal
Function
Agent / copilot
Audience
Developer
AI stance
AI-native
Project type
Hobby / open-source project
Normalized one-liner
geolocation agent skill for finding where photos were taken
Manually corrected
False

Could you build this?

Partial Building an LLM agent skill/tool wrapper is straightforward, but robust geolocation matching using OpenStreetMap geometry, elevation skyline profiles, and satellite imagery requires complex GIS and computer vision heuristics.

What it would actually take: A production implementation requires a Python/FastAPI backend integrating GIS libraries (GDAL, Shapely, PyProj), digital elevation models (SRTM/Copernicus DEM), and OpenStreetMap APIs (Overpass). The hard part is developing multi-modal image matching algorithms that extract skyline horizons or building footprints from a photo and correlate them with DEM projections and GIS vector layers. It demands domain expertise in spatial analysis, photogrammetry, and computer vision.

Competitors

Other products that read as similar to this one — 46 launches clear the similarity bar, closest 8 shown.

Attention rank: #2 of 47 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 260 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a agent / copilot tool for Agriculture yet.