Async performance profiling and latency optimization patterns for VoxAgent. Use when profiling async code, optimizing pipeline latency, measuring provider performance, or identifying bottlenecks. Triggers on tasks involving performance, latency, profiling, benchmarking, or slow pipeline execution.
Authentication, secret management, and security patterns for VoxAgent. Use when handling API keys, implementing authentication, validating user input, managing sessions, or auditing security. Triggers on tasks involving core/keyring_manager.py, core/safety.py, api/middleware, or any security-related code.
Enforces Clean Code and SOLID principles during code generation or refactoring in VoxAgent. Use when writing new modules, refactoring existing code, reviewing PRs, or optimizing Python/TypeScript code for maintainability and testability. Triggers on tasks involving new skills, providers, platform modules, or React dashboard components.
SQLite and async database patterns for VoxAgent's persistent storage. Use when writing database access code, managing connections, designing schemas, running migrations, or testing data layers. Triggers on tasks involving core/memory.py, any aiosqlite usage, or database-related modules.
FastAPI and async Python patterns for VoxAgent's backend. Use when writing API endpoints, implementing providers, building async pipelines, or testing async code. Triggers on tasks involving api/, providers/, core/ modules, or any async Python code.
Integration and end-to-end testing patterns for VoxAgent. Use when writing API integration tests, pipeline E2E tests, designing fixtures, or building test infrastructure beyond unit tests. Triggers on tasks involving tests/integration/, tests/e2e/, conftest.py, or any test spanning multiple modules.
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
Project conventions, architecture rules, and coding standards for VoxAgent. Always follow these rules when writing code in this project.