Keeps documentation synchronized with code: API/architecture docs, README, CLAUDE.md, the AI index manifest (Docs/ai-index/manifest.yml — domains, task_playbooks, generated catalogues), ASCII flow diagrams, feature/system explanations, and reporting changes…
Manage biblical topics in Raamattu Nyt. Use for creating/editing topics + Finnish translations, topic relations (related/opposite/broader/narrower), validating FI translations & pronunciations (Voikko/Omorfi), reviewing qa_status='unchecked', bulk translation…
Analyse a Bible verse's topic areas and link verses to topics in Raamattu Nyt (bible_schema.topical_references — the jae↔aihe link table). Use for: (1) tagging a single verse/passage — given a reference, find/assign its topics and insert topical_references;…
Expert assistant for Supabase database operations in the KR92 Bible Voice project. Use when (1) creating database migrations, (2) adding/modifying tables or RLS policies, (3) creating RPC functions, (4) querying Supabase configuration (secrets, Edge…
Diagnose and fix CI/CD pipeline failures, test errors, GitHub Actions issues, and code scanning alerts. Use for: red CI builds, GitHub Actions workflow errors, CI test failures (Vitest/Playwright), TS/lint errors blocking builds, failed-check notifications,…
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 /…
Extract learnings from recent git commits, the current conversation, and security reviews — both reactive fixes and preventive patterns. Routes each learning to ONE canonical home and fans out lightweight pointers to every relevant skill's learnings.md so it…
Architect for Cinema Mode / Cinema OS in Raamattu Nyt: CinemaShell, verse audio-sync & cues, auto-advance, dual-track audio (Bible+music, ElevenLabs TTS), Ken Burns, Discipleship Cinema (task orchestration, Nyt Kooste, verse memory quizzes, TanaanPage),…