Smithery Logo
MCPsSkillsDocsPricing
Login
NewFlame, an assistant that learns and improves. Available onTelegramSlack
    spectaculous-code

    bible-lookup-helper

    spectaculous-code/bible-lookup-helper
    Research

    About

    SKILL.md

    Install

    • Telegram
      Telegram
    • Slack
      Slack
    • Claude Code
      Claude Code
    • Codex
      Codex
    • OpenClaw
      OpenClaw
    • Cursor
      Cursor
    • Amp
      Amp
    • GitHub Copilot
      GitHub Copilot
    • Gemini CLI
      Gemini CLI
    • Kilo Code
      Kilo Code
    • Junie
      Junie
    • Replit
      Replit
    • Windsurf
      Windsurf
    • Cline
      Cline
    • Continue
      Continue
    • OpenCode
      OpenCode
    • OpenHands
      OpenHands
    • Roo Code
      Roo Code
    • Augment
      Augment
    • Goose
      Goose
    • Trae
      Trae
    • Zencoder
      Zencoder
    • Antigravity
      Antigravity
    • Download skill
    ├─
    ├─
    └─
    Smithery Logo

    Give agents more agency

    Resources

    DocumentationPrivacy PolicySystem Status

    Company

    PricingAboutBlog

    Connect

    © 2026 Smithery. All rights reserved.

    About

    Expert assistant for Bible reference lookups and RPC function usage in the KR92 Bible Voice project...

    SKILL.md


    name: bible-lookup-helper description: Bible reference lookups, full-text/topic/Strong's/Q&A search, and AI semantic search in Raamattu Nyt. Use for fetching verses by reference (Joh 3:16), building/modifying the SearchPage (7 tabs: jakeet/aiheet/Strong's/kysymykset/videot/muut/comparison), calling search RPCs (search_text, search_topics_with_aliases, search_verses_by_strongs, get_approved_ai_summary), classifying queries (verse vs topic vs Strong's vs free-text), anchor questions/AI summaries/topic synonyms, validating OSIS references, and choosing the right lookup pattern.

    Bible Lookup Helper

    Covers two related but distinct workflows:

    • Lookup — fetch a specific verse / chapter / range when the reference is already known
    • Search — surface results across verses, topics, Strong's, questions, and AI summaries when the user types a free-form query

    When in doubt which one applies: a known reference (Joh 3:16) → lookup; a free-form query (rakkaus, armo ja totuus) → search. The search path itself classifies the query and picks the right backend.

    Context Files (Read First)

    For schema and API details, read from Docs/context/:

    • Docs/context/db-schema-short.md - Bible schema tables
    • Docs/context/supabase-map.md - RPC functions list

    Learnings

    Before debugging search RPC performance or behavior, skim references/learnings.md (terminology conventions + pointers to cross-cutting DB-perf entries in .claude/LEARNINGS.md).

    Detailed Search Reference

    For the full search architecture — 7 tabs, per-modality RPCs, query classification, AI-summary caching/feedback, anchor questions, recent additions — read references/search-system.md.

    Read it when the task touches:

    • The SearchPage UI or any *SearchSection.tsx component
    • A search RPC that's not in the basic lookup list below
    • AI semantic search, summary caching, or thumbs-up/down feedback
    • Topic aliases / synonyms / translation
    • Anchor questions or similar-questions sections
    • Query classification logic (classifyQuery, isReference, intent routing)

    Capabilities

    • Generate correct RPC function calls for Bible lookups
    • Validate OSIS reference formats
    • Suggest optimal lookup patterns (verse vs chapter vs range vs search)
    • Provide book name aliases and normalization
    • Convert between different reference formats
    • Route free-form queries to the right search RPC (verses / topics / Strong's / Q&A / AI)
    • Reason about the AI-semantic-search flow end-to-end: cache key (normalizeQueryKey), ai_summary_feedback table, ai-semantic vs ai-search feature_key, quality circuit-breaker (thumbs_down ratio), and the verse-text rendering chain (AISemanticResults → fetchVerseTexts → mapFinnishToOsis → get_verses_by_ref)

    When to delegate to other skills

    This skill owns the SEARCH side of AI semantic search (cache, routing, rendering, feature_key selection at the call site). For deeper AI configuration, hand off to ai-prompt-manager:

    Question / task Skill
    "Why is the AI summary card blank for <book> <ch>:<v>?" This skill (verseTextService mapping)
    "Cache miss when I expected a hit for <query>" This skill (normalizeQueryKey, prefixed-key rule)
    "Add a new AI feature key for X" ai-prompt-manager (registration SQL pattern)
    "Change which model runs ai_semantic_search" ai-prompt-manager (ai_feature_bindings)
    "Getting feature_locked / operation_not_found / 429" ai-prompt-manager (quota + plan_feature_access)
    "Edit the prompt template that generates summaries" ai-prompt-manager (ai_prompt_versions)
    "Build a new AI UI panel" ai-prompt-manager (AIProcessingPanel/AIProgressBar/AIErrorBanner)

    Usage Examples

    Example 1: Generate RPC call for single verse

    User: "How do I fetch John 3:16 in Finnish?" Assistant:

    const { data } = await supabase.rpc('get_verse_by_ref', {
      p_ref_book: 'John',
      p_chapter: 3,
      p_verse: 16,
      p_version_code: 'finstlk201',
      p_language_code: 'fi'
    });
    

    Example 2: Generate RPC call for chapter

    User: "Get all verses from Genesis chapter 1" Assistant:

    const { data: verses } = await supabase.rpc('get_chapter_by_ref', {
      p_ref_book: 'Genesis',
      p_chapter: 1,
      p_version_code: 'finstlk201',
      p_language_code: 'fi'
    });
    

    Example 3: Validate reference format

    User: "Is '1. Joh.4:8' a valid reference?" Assistant: Yes, this is valid. It follows the Finnish format for numbered books:

    • Book: 1. Johannes (1 John)
    • Chapter: 4
    • Verse: 8

    Alternative valid formats:

    • 1 Joh.4:8 (without period after number)
    • 1.Joh.4:8 (no space)
    • 1 John 4:8 (English)

    Example 4: Convert reference formats

    User: "Convert 'Joh.3:16' to OSIS format" Assistant: OSIS format: John.3.16

    Finnish formats accepted:

    • Joh.3:16 (with colon)
    • Joh.3.16 (with period)
    • Johannes 3:16 (full name)

    Available RPC Functions

    Single Verse

    get_verse_by_ref(p_ref_book, p_chapter, p_verse, p_version_code, p_language_code)
    → {osis, text_content, verse_id}
    

    Full Chapter

    get_chapter_by_ref(p_ref_book, p_chapter, p_version_code, p_language_code)
    → [{book_code, book_name, chapter_number, verse_number, osis, text_content, verse_id, version_code}]
    

    Verse Range

    get_verses_by_ref(p_ref_book, p_chapter, p_verses[], p_version_code, p_language_code)
    → Same as chapter but filtered
    

    Verse Study (with Strong's)

    get_verse_study_data(p_version_code, p_book_name, p_chapter, p_verse)
    → Full study data including KJV Strong's tags
    

    Text Search

    search_text(p_query, p_version_code, p_limit)
    search_text_extended(p_query, p_version_code, p_limit)
    → [{book_name, chapter_number, verse_number, osis, text_content, verse_id}]
    

    Supported Bible Versions

    Code Name Language
    finstlk201 Pyhä Raamattu (STLK 2017) - DEFAULT Finnish
    finpr_finn Pyhä Raamattu (1933/1938) Finnish
    KJV King James Version with Strong's English

    Book Name Aliases

    The system recognizes multiple formats:

    • Finnish: Joh, Johannes, Johanneksen evankeliumi
    • English: John, Jn, Gospel of John
    • Numbered books: 1. Joh, 1 Joh, 1Joh, 1 John
    • Moses books: 1. Moos, 1 Moos, Gen, Genesis

    Best Practices

    1. Always use RPC functions - Never query tables directly
    2. Default version - Use finstlk201 for Finnish content
    3. Cache results - Use React Query to cache lookups
    4. Preload - Load next chapter for better UX
    5. Error handling - Check for empty results
    6. OSIS format - Use for cross-version references

    Performance Tips

    • Single verse: ~20ms
    • Full chapter: ~50ms
    • Text search: ~100ms
    • Use indexed fields for best performance
    • Limit search results with p_limit parameter

    Reference Format Patterns

    Valid Formats

    • Book.Chapter:Verse - e.g., Joh.3:16
    • Book.Chapter.Verse - e.g., Joh.3.16
    • Book Chapter:Verse - e.g., John 3:16
    • Number. Book.Chapter:Verse - e.g., 1. Joh.4:8

    Range Formats

    • Book.Chapter:Verse-Verse - e.g., Joh.3:16-17
    • Book.Chapter:Verse-Chapter:Verse - e.g., Joh.3:16-4:2

    Related Documentation

    • See Docs/03-API.md for complete API reference
    Recommended Servers
    Context7
    Context7
    Apify
    Apify
    GroundRoute: Web Search for AI Agents across 6 Engines ($10 free credit)
    GroundRoute: Web Search for AI Agents across 6 Engines ($10 free credit)
    Repository
    spectaculous-code/raamattu-nyt
    Files