Fix JavaScript and HTTP errors flagged for AI in the admin dashboard. Queries the database for errors with ai_status='flagged_for_ai', analyzes them, and attempts to fix them. Use for: "fix errors"/"fix flagged errors", "check error queue", AI error-queue / AI-flagged errors, or after flagging errors in the admin dashboard. Triggers: "fix errors", "error queue", "ai errors", "flagged errors", "fix ai errors", "/fix-errors"
Comprehensive Supabase security auditor for RLS policies, table privileges (GRANTs), and access control validation. Use for: auditing DB security (RLS + GRANTs), generating an access matrix (who can SELECT/INSERT/UPDATE/DELETE which tables), finding gaps (missing RLS, over-permissive GRANTs), validating PostgREST access patterns, writing security docs for Docs/context/, creating RLS policies, validating user data protection, checking admin access, identifying vulnerabilities, and triaging security scanner output (Supabase database linter / advisors and the Lovable agentic security scanner — RLS-disabled, SECURITY DEFINER executable by anon/authenticated, mutable search_path, public bucket listing, extension in public, exposed sensitive columns). Also use for designing ROLE-PERMISSION TESTS: building the per-role permissions matrix (anon / authenticated / admin + the plan ladder free/pro/premium), and obtaining a session per role to run the tests (pgTAP `request.jwt.claims` or `signInWithPassword`). Knows th
Debug and fix Lovable preview/build issues including white screens, module import failures, and monorepo configuration. Use when: (1) Lovable preview shows white/blank screen, (2) "Failed to fetch dynamically imported module" errors, (3) Missing script errors, (4) PostCSS/Tailwind resolution failures, (5) Workspace package resolution errors, (6) 504 Gateway Timeout on dependencies, (7) Setting up monorepo for Lovable deployment. Triggers: "lovable broken", "white screen", "preview not loading", "lovable build failed", "dynamic import error", "module not found lovable".
Expert assistant for managing biblical topics in the KR92 Bible Voice project. Use when (1) creating/editing topics and their Finnish translations, (2) managing topic relations (related, opposite, broader, narrower), (3) validating Finnish translations and pronunciations with Voikko/Omorfi, (4) reviewing topics marked with qa_status='unchecked', (5) bulk updating topic translations, (6) managing topic aliases and synonyms, (7) fixing incorrectly translated Finnish topic names, or (8) structuring the topic taxonomy — building/auditing the parent_id tree (hierarchy, broader/narrower, roots, orphans, cycles, depth), assigning a coherent root backbone, re-parenting after merges, and linking related/opposite topics. Trigger words — aihe, topic, teema, taksonomia, rakenne, puurakenne, hierarkia, parent, root, liitos, yhdistäminen/merge, relation, alias.
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.
Expert assistant for creating and maintaining Supabase Edge Functions for the KR92 Bible Voice project. Use when (1) creating new Edge Functions, (2) setting up CORS and error handling, (3) integrating shared modules from _shared/, (4) adding JWT validation, (5) configuring environment variables, (6) auditing or updating dependency versions across functions. Triggers include "edge function", "create function", "serverless", "deno function", "update edge imports", "version drift".
Q&A system in Raamattu Nyt — full pipeline from search-query classification through question upsert, AI answer generation, community answers, voting, admin moderation, anchor questions, AND info-palaset (info blocks). Use for Q&A search results, question classification logic, community answer forms/moderation, AI answer generation/prompts, admin Q&A pages, anchor/similar questions, votes, Q&A bugs, answer types/display, QuestionPage/QuestionsSearchSection/AdminQuestionsPage, and for **info-palaset / info blocks**: reusable content blocks attached to questions/topics/spiritual paths, rendered in page-tila (InfoTextCard) and cinema-tila (InfoView/InfoFlow/InfoCinema), the admin info-block library (AdminInfoBlocksPage, InfoBlockEditor, /ohjaamo/info-blocks), attach dialogs, info_blocks/question_info_blocks/topic_info_blocks/spiritual_path_info_blocks tables, and "Kysymys > info-pala" tasks.
Expert assistant for monitoring and optimizing performance in the KR92 Bible Voice project. Use when analyzing query performance, optimizing database indexes, reviewing React Query caching, monitoring AI call costs, or identifying N+1 queries. Helps diagnose slow operations across database, frontend, and AI systems.