Essential command-line tools and system utilities.
[Extends solution-architect] GraphQL API specialist. Use for GraphQL schemas, Apollo Server/Federation, DataLoader, resolvers, subscriptions. Invoke alongside solution-architect for GraphQL API design.
Expert guide for Supabase integration - database schemas, RLS policies, auth, Edge Functions, and real-time subscriptions. Use when working with Supabase backend features.
Comprehensive index of 82+ Dagster integrations organized by official tags.yml taxonomy including AI (OpenAI, Anthropic), ETL (dbt, Fivetran, Airbyte, PySpark), Storage (Snowflake, BigQuery), Compute (AWS, Databricks, Spark), BI (Looker, Tableau), Monitoring, Alerting, and Testing. Use when discovering integrations or finding the right tool for a use case.
Systematic CSV import process - discover structure, design schema, standardize formats, import to database, detect quality issues (component skill for DataPeeker analysis sessions)
Assist QC Specialists with quality gates, compliance verification, audit trail generation, and quality metrics tracking. Use when running quality gates, verifying compliance standards, creating review checklists, or auditing artifacts. Triggers on keywords like "quality gate", "compliance", "audit", "quality metrics", "QC review", "checklist", "standards verification".
Manage Unity Catalog resources including catalogs, schemas, and tables. Handles discovery, creation, updates, and deletions with proper naming conventions and governance. Use when exploring catalogs, creating schemas, managing tables, or setting up data governance.
Structured data processing with nushell - native table handling, multi-format parsing (JSON, YAML, TOML, CSV), and pipeline operations. Preferred over jq/yq for complex transformations.
Backend standards for modern TypeScript applications covering Convex, Supabase, Drizzle ORM, Stripe, tRPC, and API design patterns. Load when implementing server-side code, database schemas, or API endpoints.
Deploy a temporary LimaCharlie Adapter on the local Linux or Mac OS host for testing log ingestion. Downloads the adapter, auto-detects log sources, and streams them to your LimaCharlie organization.
Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration, database operations, AI agent workflows, or scheduled tasks.
AI-powered enterprise performance optimization orchestrator with Context7 integration, Scalene AI profiling, intelligent bottleneck detection, automated optimization strategies, and predictive performance tuning across 25+ programming languages
Enterprise Supabase PostgreSQL Platform with AI-powered open-source BaaS architecture, Context7 integration, and intelligent PostgreSQL orchestration for scalable modern applications
Automates updating chromadb when ChromaDB OpenAPI spec changes. Fetches latest spec, compares against current, generates changelogs and prioritized implementation plans. Use for: (1) Checking for API updates, (2) Generating implementation plans for spec changes, (3) Creating new models/endpoints from spec, (4) Syncing local spec with upstream. Triggers: "update api", "sync openapi", "new endpoints", "api changes", "check for updates", "update spec", "api version", "fetch spec", "compare spec", "what changed in the api", "implementation plan".
Intelligent learning system optimizer that analyzes session patterns, identifies improvement opportunities, and continuously enhances Alfred's performance through adaptive learning and knowledge optimization. Use when optimizing Alfred's behavior, analyzing session patterns, improving system performance, or when implementing adaptive learning capabilities.
Creates professional presentation slides in GitHub markdown format for educational content. Use when the user asks to create slides, build a presentation, or needs visual teaching materials. Generates clean, engaging slides with strategic emoji and clear formatting.
Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.
Digital archiving workflows with AI enrichment, entity extraction, and knowledge graph construction. Use when building content archives, implementing AI-powered categorization, extracting entities and relationships, or integrating multiple data sources. Covers patterns from the Jay Rosen Digital Archive project.
Demo skill showing all Claude Code 2.1 features. Use when asked to "demo 2.1" or "show new skill features".
Transform conversations and ideas into structured technical specifications. Outputs: User stories, acceptance criteria, technical requirements, edge cases. Use when user wants to document requirements before coding. Triggers: write spec, create user stories, document requirements, /spec
Tools for creating and managing Claude Code Skills. Use when users need to create new skills, validate skill structure, or package skills for distribution. Triggers include creating custom workflows, encapsulating domain knowledge, building document generation templates, or integrating specific tools and APIs.
Fetches additional perspectives from OpenAI Codex and Google Gemini for architecture, review, and debugging. Transparently displays all LLM calls.
