LaunchKit · 2026
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instagram-photo-find

Find high-quality Instagram photos for any destination or place.

2
474 downloads
by @psyduckler

Setup & Installation

openclaw skills install @psyduckler/instagram-photo-find

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install instagram-photo-find

What This Skill Does

Searches for Instagram photos of a destination using Brave web search, downloads candidate images, and scores each one with a vision model for scenic quality and how well it represents the place. Returns the top-ranked photos with source URLs and local file paths.

Automates filtering out selfies, brand posts, and low-quality results by scoring candidates with a vision model before returning them.

When to use it

  • Finding hero images for a travel blog post
  • Sourcing destination photos for a city guide app
  • Getting scenic photos of a specific restaurant or landmark
  • Curating visuals for a tourism or travel landing page
  • Picking cover photos for a location-based feature article

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: Find the best Instagram photos of Barton Springs Austin

AGENT
  1. 1Searches Brave for site:instagram.com/p/ "Barton Springs" Austin popular photo
  2. 2Filters top 5-6 candidates by title for scenic and visual content
  3. 3Downloads each candidate image via the Instagram media endpoint
  4. 4Scores each image with a vision model for scenic quality and iconicness
  5. 5Returns the top 2 results ranked by score with descriptions, post URLs, and file paths
OUTPUT

Two ranked Instagram photos with vision scores, brief descriptions, instagram.com post URLs, and local file paths