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Audit identifiers and namespaces for lexical-semantic and ontological correctness; output a Markdown report with actionable fixes.
Testing patterns for NestJS apps using Jest, covering unit, integration, and e2e tests.
Vite build tool and dev server for fast modern web development.
Use when writing, editing, or reviewing Python code; enforces type hints and scalable design patterns.
Angular performance optimization, change detection strategies, and bundle optimization
Systematic approach to implementing new features in the Rust memory system following project conventions. Use when adding new functionality with proper testing and documentation, maintaining code...
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Review code architecture for maintainability, catch structural issues before they become debtUse when "Reviewing pull requests with structural changes, Planning refactoring work, Evaluating new...
Wraps command execution in a self-healing loop. Uses heuristics to auto-fix common errors (missing deps, locked files) or escalates to the Agent with structured error context.
Analyze development sessions to extract non-obvious learnings and update AGENTS.md files. Use when you need to capture insights about hidden relationships, debugging breakthroughs, API quirks,...
PyTorch deep learning development with transformers, diffusion models, and GPU optimization.
Automatically discover mobile development skills when working with iOS. Activates for mobile development tasks.
Perform comprehensive Rust code quality reviews against best practices for async Rust, error handling, testing, and project structure
Develop React applications for VS Code Webview surfaces. Use when working on the `webview-ui` package, creating features, components, or hooks for VS Code extensions. Includes project structure,...
Expert Haskell engineer specializing in advanced type systems, pure
Expert Haskell engineer specializing in advanced type systems, pure
Expert Haskell engineer specializing in advanced type systems, pure
Expert Haskell engineer specializing in advanced type systems, pure
Architecture patterns - monolith vs microservices, layered, event-driven, CQRS.