onboarding-architect
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opi
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performance-auditor
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.
practice-gamification
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product-manager-toolkit
Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.
questions-answers
Expert assistant for the Questions & Answers (Q&A) system in Raamattu Nyt. Develop, debug, and extend the full pipeline from search query classification through question upsert, AI answer generation, community answers, voting, admin moderation, and anchor questions. Use when (1) adding features to Q&A search results, (2) modifying question classification logic, (3) working on community answer forms or moderation, (4) changing AI answer generation or prompts, (5) editing admin Q&A management pages, (6) working with anchor questions or similar questions, (7) modifying votes/upvotes/downvotes, (8) fixing Q&A-related bugs, (9) extending answer types or display, (10) working on QuestionPage, QuestionsSearchSection, or AdminQuestionsPage.
react-package-builder
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reading-plan-designer
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rls-policy-validator
Expert assistant for validating and creating Row Level Security (RLS) policies in the KR92 Bible Voice Supabase database. Use when creating RLS policies, validating user data protection, checking admin access, or identifying security gaps.
security-auditor
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seo-ptimizer
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skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
strongs-doctor
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subscription-system
Expert assistant for designing and implementing subscription features across the Raamattu Nyt monorepo. Use when adding feature limits, implementing quota checks, creating plan-based access controls, building upgrade flows, or extending the subscription system.
supabase-migration-writer
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 Functions, schemas), (5) writing rollback scripts, or (6) answering questions about database schema and configuration.
supabase-typing-architect
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systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
test-writer
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topic-manager
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, or (7) fixing incorrectly translated Finnish topic names.
translation-sync
Expert assistant for managing Finnish/English content translations in the KR92 Bible Voice project. Use when syncing topic translations, managing translation cache, validating translation completeness, or importing/exporting CSV translations.
using-superpowers
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
widget-tester
Expert assistant for testing the embeddable Bible widget functionality in the KR92 Bible Voice project. Use when creating widget tests, validating embed API responses, testing reference formats, checking audio integration, or creating regression test cases.
json-to-llm-context
Turn JSON or PostgreSQL jsonb payloads into compact readable context for LLMs. Use when a user wants to compress JSON, reduce token usage, summarize API responses, or convert structured data into model-friendly text without dumping raw paths.
skill-creator
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
canvas-design
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When the agent needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
webapp-testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
quality-gates
Python code quality gates script for linting, type checking, complexity analysis, and testing before commits. Use when enforcing consistent code quality across Python projects with fast (unit-tests) or comprehensive (all-tests) modes.
ask-questions-if-underspecified
Clarify requirements before implementing. Use when serious doubts araise.
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
changelog-generator
Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.
dispatching-parallel-agents
Dispatch subagents in parallel when there are 2+ independent problem domains (separate failures/subsystems) that can be investigated without shared state or sequential dependencies; avoid when work is tightly coupled, ambiguous, or requires main-agent decisions.
documentation-generation
You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...
executing-plans
Use when you have a written implementation plan to execute in a separate session with review checkpoints
fastapi
Build Python APIs with FastAPI, Pydantic v2, and SQLAlchemy 2.0 async. Covers project structure, JWT auth, validation, and database integration with uv package manager. Prevents 7 documented errors. Use when: creating Python APIs, implementing JWT auth, or troubleshooting 422 validation, CORS, async blocking, form data, background tasks, or OpenAPI schema errors.
finishing-a-development-branch
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
mysql
Plan and review MySQL/InnoDB schema, indexing, query tuning, transactions, and operations. Use when creating or modifying MySQL tables, indexes, or queries; diagnosing slow/locking behavior; planning migrations; or troubleshooting replication and connection issues. Load when using a MySQL database.
postgres
PostgreSQL best practices, query optimization, connection troubleshooting, and performance improvement. Load when working with Postgres databases.
session-behavior
Sets the behavioral contract for a coding session. Use when a user asks you to configure how you'll behave throughout a session—phrases like "push back on bad ideas", "never commit without asking", "don't be sycophantic", "be my technical conscience", "set ground rules", "act as a senior dev", or "challenge my approach". Covers four pillars: anti-sycophancy (disagree when the user is wrong, don't flatter), no-surprise commit policy (never git-commit or push without explicit approval), proactive problem-solving (think before coding, surface risks, challenge assumptions), and technical precision (straight answers over flattery). Also trigger when establishing safety rules for the session, like requiring confirmation before destructive operations. Do NOT trigger for individual task requests—debugging questions, code generation, architecture advice, or system prompt tweaks—even if they contain words like "commit" or "behavior".
subagent-driven-development
Execute implementation plans in the current session by dispatching one subagent per mostly independent task with two-stage review (spec compliance, then code quality); avoid for tightly coupled or ambiguous tasks.
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
tailwind-v4-shadcn
Set up Tailwind v4 with shadcn/ui using @theme inline pattern and CSS variable architecture. Four-step pattern: CSS variables, Tailwind mapping, base styles, automatic dark mode. Prevents 8 documented errors. Use when initializing React projects with Tailwind v4, or fixing colors not working, tw-animate-css errors, @theme inline dark mode conflicts, @apply breaking, v3 migration issues.
test-driven-development
Use when implementing any feature or bugfix, before writing implementation code
using-git-worktrees
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
verification-before-completion
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
visual-explainer
Generate beautiful, self-contained HTML pages that visually explain systems, code changes, plans, and data. Use when the user asks for a diagram, architecture overview, diff review, plan review, project recap, comparison table, or any visual explanation of technical concepts. Also use proactively when you are about to render a complex ASCII table (4+ rows or 3+ columns) — present it as a styled HTML page instead.
writing-plans
Use when you have a spec or requirements for a multi-step task, before touching code
writing-quality-tests
Guide for writing robust, high-signal automated tests. Use when asking "How do I test this effectively?", fixing flaky tests, refactoring test suites, or deciding between unit/integration/E2E strategies. distinct from TDD (process); this skill focuses on test quality and architecture.
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