Generate a Low Level Design document from a gathered context file. Runs with clean context — reads the context file and produces a complete LLD with method signatures, sequence diagrams, error catalogs, and implementation plan. Non-interactive.
Use when external knowledge is needed — SDK documentation, API references, best practices, GitHub issues, Stack Overflow solutions, competitor implementations, blog posts, RFCs, or technical standards — to inform design decisions, fill knowledge gaps, or validate architectural approaches.
Audit an existing Claude Code agent/subagent for quality, routing mesh compliance, and best-practice adherence. Checks frontmatter, domain expert criteria, routing mesh, content quality, proactive triggers, and source integrity. Interactive issue resolution with parallel code + web research forks.
Author a new Claude Code agent/subagent with domain expert principles, routing mesh integration, proactive trigger design, and quality-checked output. Researches existing agents for routing mesh neighbors and domain best practices.
Audit an existing Claude Code command for quality, security, and best-practice compliance. Checks frontmatter, content quality, tool security, namespace conventions, feature correctness, and source integrity. Interactive issue resolution with parallel code + web research forks.
Author a new Claude Code command with interactive requirements gathering, security-conscious tool grants, codebase research, and quality-checked output. Produces a single command .md file with proper frontmatter and imperative instructions.
Audit an existing Claude Code skill for quality, completeness, and best-practice compliance. Checks frontmatter, content quality, workflow design, tool security, reference files, and source integrity. Interactive issue resolution with parallel code + web research forks.
Author a new Claude Code skill with interactive requirements gathering, codebase pattern research, official docs consultation, and quality-checked output. Produces a skill directory with SKILL.md and optional reference files.
Interface with Blender through the Python API (bpy) — scene authoring, mesh editing, animation, materials, geometry nodes, headless rendering, addon authoring, and MCP integration.
Use PROACTIVELY for any Webpack bundling issue — configuration, code splitting, module federation, custom plugins/loaders, bundle analysis, and build performance. If a specialized expert is a better fit, I will recommend switching and stop.
Use PROACTIVELY when you encounter database schema design, query performance, connection management, migration issues, or transaction handling across PostgreSQL, MongoDB, MySQL, or SQLite.
Cross-database query optimization and performance tuning specialist. Use PROACTIVELY for slow query analysis, execution plan review, index strategy, and database-level performance issues across PostgreSQL, MySQL, MongoDB, and SQLite.