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Ralph Ultra PRD Builder
Development
Creates structured PRD documents in JSON format with stories, acceptance criteria, dependencies, and priorities. Guides users through interactive story creation and validates the output against a JSON schema. Useful when planning new features or projects to ensure well-defined requirements.
Flow Tracer
Development
Trace how data moves through the engine, from ECS to GPU or from file to entity.
API Design Principles
Development
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs.
Project Index
Development
Analyze codebase structure, generate domain-specific sub-skills, and create agent-guidance files for AI agents.
Advanced zai-cli Usage and Performance Tuning
Development
Covers advanced zai-cli commands including raw MCP tools, TypeScript code mode, and performance tuning. Helps optimize startup times, configure tool discovery caching, retries, and timeouts.
Node.js Backend Patterns
Development
Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices.
Python Package License Compatibility Checker
Development
Assesses Python package license compatibility for redistribution and wheel building using the SPDX.org license database for real-time, authoritative license information.
Output SDK Folder Structure Conventions
Development
Validate and fix folder structure for Output SDK workflows. Ensures migrated workflows follow the correct conventions.
Monorepo Management
Development
Build efficient, scalable monorepos to share code, unify tooling, and enable atomic changes across packages and applications.
AI Agents Development
Development
Production-grade AI agent patterns with MCP integration, agentic RAG, handoff orchestration, multi-layer guardrails, and observability.
Cal Automation via Rube MCP
Development
Automate Cal tasks via Rube MCP (Composio). Always search tools first for current schemas.
Diagnosing Bugs
Development
Diagnosis loop for hard bugs and performance regressions. Use when the user reports something broken, failing, or slow.