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Zhongwei Li
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commands/vibes.md
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commands/vibes.md
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---
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description: Find similar books in your library based on genre, author, or themes
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---
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You are helping the user find books in their TBR that have similar vibes/themes to a book they specify.
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## Analysis Process
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Use the Calibre skill to find books with similar vibes:
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### 1. Get the Reference Book
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First, query for the book the user mentions (or ask them to specify one):
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```bash
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--fields='title,authors,series,tags,comments,*goodreads,*pages'
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--search='title:"[book title]"'
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```
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Get all available information:
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- Author(s)
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- Series (if part of one)
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- Tags (if any)
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- Comments/description
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- Goodreads rating
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- Page count
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### 2. Identify Similar Books
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Query TBR for books with similar characteristics:
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**Same Author**
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```bash
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--search='authors:"[author]" and #read:No and #archived:No'
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```
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**Same Series**
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```bash
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--search='series:"[series]" and #read:No and #archived:No'
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```
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**Similar Tags/Genres**
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If the reference book has tags, search for books with those tags:
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```bash
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--search='tags:"[tag]" and #read:No and #archived:No'
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```
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**Similar Page Count** (±100 pages)
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```bash
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--search='#pages:">[low]" and #pages:"<[high]" and #read:No and #archived:No'
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```
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**Similar Rating Range**
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```bash
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--search='#goodreads:">[rating-0.5]" and #goodreads:"<[rating+0.5]" and #read:No and #archived:No'
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```
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### 3. Use Available Information
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Even without formal tags, extract information from:
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- Book titles (often contain genre hints: "The [Fantasy] of...")
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- Series names (often thematic)
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- Author names (can search for co-authors, related authors)
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- Comments field (may contain descriptions with genre/theme keywords)
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### 4. Search for Community Recommendations
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Use WebSearch to find what other readers recommend as similar books:
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**Search for Reddit recommendations:**
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```
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"books like [book title]" site:reddit.com
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```
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**Search for Goodreads lists:**
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```
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"similar to [book title]" site:goodreads.com
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```
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**General recommendation searches:**
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```
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"if you liked [book title]" recommendations
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"books similar to [book title]"
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"read alikes [book title]"
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```
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Extract book titles and authors from search results, then:
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- Check if any are in the user's TBR (prioritize these)
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- Note popular recommendations even if not in TBR (user might want to add them)
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### 5. Similarity Scoring
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For each book found, explain WHY it's similar:
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- Same author
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- Same/related series
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- Shared tags/genres
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- Similar length (good for pacing match)
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- Similar rating (quality match)
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- Similar themes (if detectable from metadata)
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- **Recommended by readers** (found in search results)
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## Output Format
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```
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# 📖 BOOKS WITH SIMILAR VIBES
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Finding books similar to: **[Reference Book]** by [Author]
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## About the Reference Book
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- **Series**: [Series Name] or "Standalone"
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- **Length**: XXX pages
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- **Rating**: X.X / 5
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- **Key Themes**: [Based on tags, series, title, or "Limited metadata available"]
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## Similar Books in Your TBR
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### By Same Author
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[If any found:]
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- **[Title]** ([XXX pages], rated X.X/5, added [time ago])
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Why similar: Same author, similar [length/rating/style]
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### In Related Series
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[If any found:]
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- **[Title]** by [Author]
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Series: [Series Name]
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Why similar: [Connection to original series]
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### Similar Themes/Genres
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[If any found based on tags or metadata:]
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- **[Title]** by [Author] ([XXX pages], rated X.X/5)
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Why similar: [Shared tags/themes/genre indicators]
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### Similar Length & Quality
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[Books with similar page count and rating:]
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- **[Title]** by [Author] ([XXX pages], rated X.X/5)
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Why similar: Similar reading commitment and quality
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### Recommended by the Community
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[Books found via web search that are in your TBR:]
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- **[Title]** by [Author] ([XXX pages], rated X.X/5)
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✓ In your TBR
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Why similar: Frequently mentioned on [Reddit/Goodreads/etc.] as similar to [reference book]
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## 🎯 Top Recommendations from Your TBR
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Based on the similarity analysis, here are the strongest matches:
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1. **[Title]** by [Author]
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Best match because: [Specific reasons]
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2. **[Title]** by [Author]
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Good match because: [Specific reasons]
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3. **[Title]** by [Author]
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Worth considering: [Specific reasons]
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## 📚 Popular Recommendations Not in Your Library
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Based on web search, these books are frequently recommended as similar but aren't in your TBR yet:
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1. **[Title]** by [Author]
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Why recommended: [Based on search results - Reddit threads, Goodreads lists, etc.]
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Rating: X.X / 5 on Goodreads (if found)
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2. **[Title]** by [Author]
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Why recommended: [Reason from search results]
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3. **[Title]** by [Author]
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Why recommended: [Reason from search results]
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---
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💡 Tips:
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- Want to add any of these to your library? Use Calibre to import them
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- If no similar books were found in your TBR, try /books:random for a surprise pick
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- Use /books:next for personalized recommendations based on reading patterns
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```
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## Handling Limited Metadata
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If the reference book or TBR books have limited metadata:
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- Focus on author and series connections (most reliable)
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- Use page count for "similar reading experience"
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- Use ratings for quality matching
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- Look for patterns in titles
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- Be transparent about limitations: "Based on available metadata..."
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## User Interaction
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If the user just says "/books:vibes" without specifying a book:
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1. Ask them which book they want to find similar books to
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2. Suggest they could use a recent read they enjoyed
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3. Or ask them to name a book they loved
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If they specify a book not in the library:
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1. Ask if they want to find books similar to that book's:
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- Author
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- Genre/themes (ask them to describe)
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- Length/style
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## Query Strategy
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1. **Start broad**: Query all potential matches from library
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2. **Search the web**: Use WebSearch to find community recommendations (Reddit, Goodreads, book blogs)
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3. **Cross-reference**: Match web recommendations against your TBR
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4. **Present both**: Show matches in TBR first, then popular recommendations not in library
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5. **Score by similarity**: Books matching multiple criteria rank higher
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6. **Prioritize quality**: Weight highly-rated books (>4.0) higher
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7. **Prioritize community picks**: Books mentioned by other readers are strong matches
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8. **Limit results**: Show top 5-10 from each category (in TBR and not in TBR)
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9. **Explain reasoning**: Always say WHY books are similar
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10. **Exclude archived**: Always add `#archived:No` unless user specifies otherwise
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11. **Include context**: Note which platform recommended the book (Reddit, Goodreads, etc.)
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## Example Scenarios
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**User**: "Books like Mistborn"
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- Library query: Author (Sanderson), Series (Mistborn), Tags (fantasy, magic)
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- Web search: "books like Mistborn" Reddit/Goodreads
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- Find in TBR: Other Sanderson books, high fantasy, magic systems
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- Suggest from web: Stormlight Archive, Wheel of Time, etc.
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**User**: "Something like this cozy mystery I just finished"
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- Library query: By title/author, look for tags like "mystery", "cozy"
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- Web search: "[title] read alikes" "similar cozy mysteries"
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- Find in TBR: Similar page count, similar authors, mystery tags
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- Suggest from web: Popular cozy mystery series recommendations
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**User**: "Books with similar vibes to Name of the Wind"
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- Library query: Author (Rothfuss), Tags (fantasy, coming-of-age)
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- Web search: "books similar to Name of the Wind" site:reddit.com
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- Find in TBR: Epic fantasy, similar length, highly-rated
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- Suggest from web: Popular epic fantasy series often recommended together
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