diff --git a/AGENTS.md b/AGENTS.md
deleted file mode 100644
index 86993d4..0000000
--- a/AGENTS.md
+++ /dev/null
@@ -1,91 +0,0 @@
-# Agent Guidelines for Flickr Mail
-
-This document provides context for AI agents working on this codebase.
-
-## Project Overview
-
-Flickr Mail is a Flask web application that helps users find photos on Flickr
-for Wikipedia articles and contact photographers to request Creative Commons
-licensing.
-
-## Architecture
-
-- **main.py**: Single-file Flask application containing all routes and logic
-- **templates/**: Jinja2 templates using Bootstrap 5 for styling
-  - `base.html`: Base template with Bootstrap CSS/JS
-  - `combined.html`: Main UI template for search, results, and message composition
-  - `message.jinja`: Template for the permission request message body
-  - `show_error.html`: Error display template
-
-## Key Components
-
-### Flickr Search (`search_flickr`, `parse_flickr_search_results`)
-
-Searches Flickr by scraping the search results page. The page embeds JSON data
-in a `modelExport` JavaScript variable which contains photo metadata.
-
-- Uses browser-like headers (`BROWSER_HEADERS`) to avoid blocks
-- Parses embedded JSON by counting braces (not regex) to handle nested structures
-- Returns `FlickrPhoto` dataclass instances with id, title, username, license, URLs
-
-### FlickrPhoto Dataclass
-
-Represents a photo with:
-- `id`, `title`, `path_alias`, `owner_nsid`, `username`, `realname`
-- `license` (int): Flickr license code (0=ARR, 4=CC BY, 5=CC BY-SA, etc.)
-- `thumb_url`, `medium_url`: Static image URLs
-- `flickr_url` property: URL to photo page
-- `license_name` property: Human-readable license name
-
-### License Codes
-
-Wikipedia-compatible licenses (can be used): 4 (CC BY), 5 (CC BY-SA), 7 (No
-known copyright), 8 (US Government), 9 (CC0), 10 (Public Domain).
-
-Not compatible: 0 (All Rights Reserved), 1-3 (NC variants), 6 (ND).
-
-### URL Validation (`is_valid_flickr_image_url`)
-
-Validates that image URLs passed via query params are from legitimate Flickr
-static image servers:
-- `live.staticflickr.com`
-- `farm*.staticflickr.com`
-- `c1.staticflickr.com`, `c2.staticflickr.com`
-
-### NSID Lookup (`flickr_usrename_to_nsid`)
-
-Converts a Flickr username/path alias to the NSID (internal user ID) needed
-for the Flickr mail URL. Scrapes the user's profile page for embedded params.
-
-## Request Flow
-
-1. User enters Wikipedia article title/URL → `start()` extracts article name
-2. `search_flickr()` fetches and parses Flickr search results
-3. Results displayed as clickable photo grid with license badges
-4. User clicks photo → page reloads with `flickr` and `img` params
-5. `flickr_usrename_to_nsid()` looks up the photographer's NSID
-6. Message template rendered with photo details
-7. User copies message and clicks link to Flickr's mail compose page
-
-## Testing Changes
-
-Run the Flask app locally:
-```bash
-python3 main.py
-```
-Then visit http://localhost:5000/
-
-Test search functionality:
-```python
-from main import search_flickr
-photos = search_flickr("Big Ben")
-print(len(photos), photos[0].title, photos[0].license_name)
-```
-
-## Potential Improvements
-
-- Add pagination for search results (currently shows ~25 photos)
-- Cache search results to reduce Flickr requests
-- Add filtering by license type
-- Handle Flickr rate limiting/blocks more gracefully
-- Add tests for the parsing logic
diff --git a/README.md b/README.md
index b1e0633..458b90d 100644
--- a/README.md
+++ b/README.md
@@ -19,14 +19,7 @@ primary purpose is to simplify the process of discovering and contacting
 photographers on Flickr whose photos can be used to enhance Wikipedia articles.
 
 ### Key Features
-- **Integrated Flickr search**: Enter a Wikipedia article title and see Flickr
-  photos directly in the interface - no need to visit Flickr's search page.
-- **Photo grid with metadata**: Search results display as a grid of thumbnails
-  showing the photographer's name and license for each photo.
-- **License highlighting**: Photos with Wikipedia-compatible licenses (CC BY,
-  CC BY-SA, CC0, Public Domain) are highlighted with a green badge.
-- **One-click message composition**: Click any photo to compose a permission
-  request message with the photo displayed alongside.
+- Search for Flickr photos related to specific Wikipedia articles.
 - Generate messages to request permission to use photos on Wikipedia.
 - Handle exceptions gracefully and provide detailed error information.
 
@@ -36,11 +29,10 @@ To use the tool, follow these steps:
 
 1. Start the tool by running the script.
 2. Access the tool through a web browser.
-3. Enter the Wikipedia article title or URL.
-4. Browse the Flickr search results displayed in the interface.
-5. Click on a photo to select it and compose a permission request message.
-6. Copy the subject and message, then click "Send message on Flickr" to contact
-   the photographer.
+3. Enter the Wikipedia URL for the article you want to find photos for.
+4. Optionally, provide a Flickr URL if you already have one in mind.
+5. The tool will extract relevant information and generate a message for you to
+   request permission to use the photo on Wikipedia.
 
 ## Error Handling