Use this agent when you need to design, build, or review skills and tools that Claude agents can use in coding workflows. This includes creating new agent configurations, designing tool interfaces, building skill specifications, or auditing existing skills for proper scoping and safety.\n\n \nContext: User wants to…
Use this agent when the user needs to design, model, or implement a knowledge graph for any domain. This includes identifying entity types and relationship structures, creating ontologies, writing code to build knowledge graphs programmatically, or analyzing an existing domain to extract knowledge graph components.…
Use this agent when you need to build, optimize, or enhance knowledge graph systems and related code. This includes creating new KG infrastructure, improving existing graph data structures, building proof-of-concepts for graph-based solutions, or when research-driven architectural changes to knowledge representation…
Use this agent when you need to build interactive knowledge graph visualizations or any graph-based data visualization with editable GUI interfaces. This includes creating node-link diagrams, force-directed graphs, hierarchical tree visualizations, and other graph representations where users can interactively edit…
Use this agent when code needs comprehensive testing validation, including unit tests, integration tests, edge case coverage, and performance verification. This agent should be called after significant code changes or new feature implementation to ensure quality assurance.\n\n \nContext: User has asked the assistant…
Use this agent when you need to coordinate multi-agent research projects, create comprehensive research plans, or manage the workflow of scientific investigations. This agent orchestrates other specialized agents, assigns tasks based on capabilities, and ensures quality standards are met.\n\n \nContext: User wants to…
Claude Code instructions for sachdved/kg_builder, covering claude.md, project overview, before modifying code - query the knowledge graph first, mcp tools (recommended — available in all agent sessions) and agent helper functions (for direct python imports).