Generate JSON Schema definitions for MCP tool input parameters.
Configure WebSocket transport for bidirectional MCP communication with connection management and reconnection handling.
Generates Mediator pattern for PHP 8.4. Creates coordination layer for complex component interactions with event dispatching…
Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development.
Generates Memento pattern for PHP 8.4. Creates state capture and restoration mechanism for undo/redo functionality, with originator…
Optimizes the memory footprint of a named function, feature, or module in embedded firmware.
Keep the Memtrace index fresh while editing by watching a repo for live, incremental re-indexing.
Replay the graph diff of one episode — a single git commit or working-tree save — to inspect what it changed: added/modified/removed…
Route code discovery, debugging, flow tracing, how-code-works questions, and pre-edit rationale checks in indexed source-code repos to…
Map source-code architecture with graph algorithms — PageRank centrality, bridge symbols, Louvain communities, dependency paths, and…
Find dead code, complexity hotspots, and refactoring candidates in indexed source code.
Map source-code relationships between symbols.
Lint @-mentions for style consistency and correctness
Validate all @-mentions resolve to existing files
Pre-merge analysis and preparation. Analyzes source branch vs target branch: commit stats, conflict detection, file impact. Analysis-only…
Mesh data structures, mesh operations, mesh analysis, mesh repair, UV mapping and unfolding, quad meshing, mesh-to-NURBS conversion, and…
Message Queue knowledge base. Provides broker comparison, delivery guarantees, consumer groups, and advanced RabbitMQ/Kafka patterns for…
20 years Weta/Pixar experience in real-time graphics, Metal shaders, and visual effects.
Guide native Apple-game MetalFX integration for spatial or temporal upscaling, frame interpolation, and temporal denoising.
Analyzes PHP code for method length issues.
Expert in Metro bundler configuration, optimization, troubleshooting, caching strategies, custom transformers, asset management, source…