Documentation

Comprehensive Supabase expert with access to 2,616 official documentation files covering PostgreSQL database, authentication, real-time subscriptions, storage, edge functions, vector embeddings, and all platform features. Invoke when user mentions Supabase, PostgreSQL, database, auth, real-time, storage, edge functions, backend-as-a-service, or pgvector.

FIRST STEP - Assess task complexity (0-20 score) and output orchestration level (0-3). Use for ANY non-trivial task BEFORE execution. Scores across scope, time, agents, dependencies, documentation. Level 0 (0-2 direct), Level 1 (3-7 single agent), Level 2 (8-14 multi-agent), Level 3 (15-20 epic). Outputs recommendation then exits. NOT for execution or agent selection (use agent-selector after).

Use the Svelte MCP server tools for Svelte 5 and SvelteKit documentation, code analysis, and playground links

Generate initial project planning documents (PVS, ADR, Tech Spec, Roadmap) from a project concept description. Use when starting a new project, when docs/planning/ contains placeholder files, or when user requests project planning document generation.

Deep code review with web research to verify against latest ecosystem. Use when user says 'double check against latest', 'verify versions', 'check security', 'review against docs', or needs deep analysis beyond automatic quality hook.

Enterprise Notion integration with MCP server architecture, database operations, and content management

SQL query patterns, optimization, and database best practices. Use when writing SQL queries, discussing database design, query optimization, or working with PostgreSQL, MySQL, SQLite. Triggers on mentions of SQL, SELECT, JOIN, INDEX, query optimization, database schema, PostgreSQL, MySQL.

Comprehensive architectural analysis and evaluation framework for system architecture assessment. Use for architecture pattern identification, SOLID principles evaluation, coupling/cohesion analysis, scalability assessment, performance characteristics, security architecture, data architecture, microservices vs monolith, technical debt quantification, and ADRs. Includes C4 model, 4+1 views, QAW, ATAM, architectural fitness functions, and visualization tools.

Synchronize knowledge base documentation with current codebase implementation.Performs full, incremental, or targeted audits of source code and updatescode maps, PRDs, patterns, SOPs, and user-facing docs to match reality.Use when:- After major refactors- Periodic maintenance (monthly)- Before starting new phase of work- When docs feel stale- User says "update kb", "sync docs", "audit docs"

Use when requesting or receiving code reviews - covers dispatching review subagent, handling feedback with technical rigor, and avoiding performative agreement

Anti-premature-coding protocol. MANDATORY pre-coding checkpoint: execute BEFORE writing ANY code (new features, bug fixes, refactoring, optimization, tests). Use when user requests: "implement/add/fix/refactor/optimize/create feature". Prevents "coding without reading" blindspot that causes most bugs, duplicated work, and broken architectures. Forces systematic investigation via Stop→Trace→Orient→Plan before touching keyboard.

Transform SEO micro-audits into high-converting cold emails with zero jargon. Generates 2-3 email variations (customer perspective, competitor comparison, benefit-first) for e-commerce, local service, or B2B prospects. Translates technical SEO findings into business language, includes specific numbers and competitor comparisons, and positions Riflebird Agency as lean team of experts. Use when you have a completed SEO audit and need to create personalized cold outreach emails.

Generate comprehensive specification documents including requirements, technical design, and detailed task breakdown from any feature request. Use when the user asks to create specs, requirements docs, design docs, or needs to break down a feature into implementation tasks. Perfect for planning new features, understanding system architecture, or preparing work for AI coding agents.

Expert Svelte/SvelteKit development assistant for building components, utilities, and applications. Use when creating Svelte components, SvelteKit applications, implementing reactive patterns, handling state management, working with stores, transitions, animations, or any Svelte/SvelteKit development task. Includes comprehensive documentation access, code validation with svelte-autofixer, and playground link generation.

ROS 2 node templates and message types for robotics development. Use when creating ROS 2 nodes, understanding message types, or writing publisher/subscriber patterns.

Provides comprehensive answers about Ant Design components, documentation, and semantic descriptions using local knowledge base files. Use when asked about Ant Design, React UI components, design system, component semantics, or specific component usage.

Apply 3-column revision method (problem/diagnosis/fix), detect weak phrasing, check clarity, enforce house-rulebook style. Use when revising drafts, improving prose quality, or when user asks to edit or refine writing.

Google Workspace 통합 스킬. Docs, Sheets, Drive, Gmail, Calendar API 연동. OAuth 2.0 인증, 서비스 계정 설정, 데이터 읽기/쓰기 자동화 지원.

Automatically commits changes using conventional commits format (feat:, fix:, docs:, chore:, refactor:, test:, style:). Use after completing bug fixes, feature implementations, or documentation updates. Triggered automatically via Stop hook.

Comprehensive code review with parallel specialist sub-agents. Analyzes requirements traceability, code quality, security, performance, accessibility, test coverage, and technical debt. Produces detailed findings and calls /qa-gate for final gate decision.