bookmark-index

name	bookmark-index
description	Generate Collection Classification for Safari tab groups and Raindrop collections using the bookmark-index CLI
triggers	["classify tab groups","classify bookmarks"]

bookmark-index classification generation

You are generating Classification Cards — structured semantic identities for browser tab groups and Raindrop collections stored in the bookmark-index database. Each card captures what a collection represents, enabling disambiguation between overlapping topics and accurate URL-to-collection matching.

You ARE the LLM — you do not need OpenRouter or any external API. You generate cards directly and import them via classify --import.

Workflow

1. Read the Collection Card reference

Read references/classify.md (relative to this skill) for:

• The system prompt and categories
• The expected output JSON schema
• Guidance on writing effective cards that disambiguate overlapping collections

2. Get a page of unclassified collections

bookmark-index list unclassified --limit 10 --json

Returns { total, offset, limit, rows }. The total field tells you how many unclassified collections remain. Use --offset N to page through them. Filter by source with --safari or --raindrop.

3. Get full detail for each collection in the page

bookmark-index show "<collection name>" --json

Returns the collection's tabs (titles + URLs), existing card (if any), version info, and author. Use this data to build the Collection Card.

4. Fetch page content for richer classification

For each collection, fetch page content from a sample of its URLs to produce a richer, more accurate card. This also captures a page snapshot that is stored alongside the card.

Rules:

• Fetch up to 3 URLs per collection (prioritize URLs whose titles are ambiguous or generic)
• Skip URLs on these domains: discord.com, localhost, any .ts.net domain
• Truncate each page's content to 500 bytes (enough for a summary, not a full article)
• Use the WebFetch tool to retrieve each URL

Assemble the snapshot:

Concatenate the fetched content into a single markdown string:

## Tab Title 1
<truncated page content>

## Tab Title 2
<truncated page content>

Store this string as the page_snapshot field in the card JSON. If no pages could be fetched (all failed or were skipped), omit page_snapshot.

Use both the tab metadata (titles, URLs) AND the fetched page content to generate the card fields.

5. Generate Collection Cards for the page

For each collection, consider the collection name, tab titles, URLs, and fetched page content. Apply the system prompt and categories from the reference to produce a Collection Card JSON object.

6. Store the batch

Note: make sure you use your own model name in the --author field.

echo '<object keyed by collection name>' | bookmark-index classify --import --all --author "$your_model_name"

The batch format is:

{
  "Group A": { "description": "...", "category": "...", "topics": [...], "intent": "...", "confidence": 0.9, "page_snapshot": "## Title\ncontent..." },
  "Group B": { "description": "...", "category": "...", "topics": [...], "intent": "...", "confidence": 0.8 }
}

The page_snapshot field is optional — include it when pages were successfully fetched, omit it otherwise.

7. Repeat

After importing a batch, loop back to step 2 to get the next page.

Important: Do NOT delegate classification to subagents. The bookmark-index CLI writes to a local SQLite database. Subagents spawned via the Agent tool may run in isolated worktrees with a separate copy of the database, causing their imports to silently disappear. Always run bookmark-index show and bookmark-index classify --import directly from the main session.

Notes

• The CLI validates imported cards — invalid entries are warned and skipped
• Importing creates a new version of the classification (previous versions are preserved)
• Use --author "model-name" to distinguish agent-generated cards from other sources
• Filter with --safari or --raindrop to focus on one source
• page_snapshot is stored in the group_classifications table and shown by bookmark-index show