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…
Compose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and…
Idiomatic Kotlin patterns, best practices, and conventions for building robust, efficient, and maintainable Kotlin applications with…
Protocol-based dependency injection for testable Swift code — mock file system, network, and external APIs using focused protocols and…
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use…
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications.