Chrome Bookmark Summarizer

Extract webpages from a Chrome bookmark folder (based on the user-provided folder name) and produce structured summaries.

When to Use

• The user mentions "Chrome bookmarks", "favorites", "bookmark folder", or "summarize saved links"
• You need to batch-read links by folder name and produce summaries
• You need to filter URLs from a local bookmarks file before summarizing webpage content

Workflow

1. Confirm input parameters
2. Required: target folder name (for example, AI Research)
3. Optional: match mode (exact or contains)

4. Optional: whether to recurse into subfolders (default: recursive)

5. Run the extraction script (JSON output)

python3 "scripts/extract_chrome_bookmarks.py" --folder "AI Research"

Common options:

# Fuzzy folder-name matching
python3 "scripts/extract_chrome_bookmarks.py" --folder "AI" --match-mode contains

# If multiple folders share the same name, return only the first match
python3 "scripts/extract_chrome_bookmarks.py" --folder "AI Research" --pick-first

# Extract only direct links (no subfolders)
python3 "scripts/extract_chrome_bookmarks.py" --folder "AI Research" --non-recursive

1. Parse output and handle errors
2. ok=false: return a clear error to the user (folder not found, invalid path, etc.)

3. ok=true: read results[].urls[] for downstream summarization

4. Batch webpage summarization

5. Fetch page content for each URL (prefer full body text; fall back to title + short description on failure)

6. Recommended output structure:

   • Page title
   • Core takeaway (1-2 sentences)
   • Key points (2-4 bullets)
   • Relevance to user goal (one sentence)

7. Final aggregation

8. Keep the original bookmark order
9. Add a cross-page comparison at the end:
   • Shared themes
   • Differing viewpoints
   • Recommended reading order

Output Template

## Folder: {folder_name}

### 1) {page_title}
- URL: {url}
- Core takeaway: {summary}
- Key points:
  - {point_1}
  - {point_2}
  - {point_3}
- Relevance: {relevance}

### 2) {page_title}
...

## Cross-Page Summary
- Shared themes: ...
- Differences: ...
- Suggested reading order: ...

Notes

• Default Chrome bookmarks path on macOS:
• ~/Library/Application Support/Google/Chrome/Default/Bookmarks
• If the user has multiple Chrome profiles, ask for a specific Bookmarks file path and pass it with --bookmarks.
• Duplicate folder names may exist; by default all matches are returned. Use --pick-first to keep only one.