faroukBakari

External API evaluation and MCP server wrapper generation. Load when integrating a REST/GraphQL API as a workspace tool

Capability-based provider system patterns. Load when creating providers or wiring module-provider integration

Full-stack WebSocket subscription development. Load when adding WS routes, topic services, or debugging WS data flows

Systematic Python type error resolution (mypy/pyright). Load when fixing backend type check failures

Type-first Python with Pydantic, Protocol, and discriminated unions. Load when writing models or enforcing typing

Systematic type error resolution for Python (mypy/pyright) and TypeScript (vue-tsc). Use when fixing type errors, resolving type check failures, or optimizing type imports.

Terminal command safety, delegation routing, and guarded execution. Load when running shell commands or delegating to Bash subagents

Non-destructive investigation constraints. Load when analyzing, debugging, reviewing, or performing RCA without edits

NestJS module architecture methodology — DI wiring, config validation, repository pattern, request lifecycle, exception handling, health checks, and structured logging. Load when building or reviewing NestJS applications.

NestJS + RabbitMQ integration methodology — @golevelup/nestjs-rabbitmq library, exchange patterns, consumer error handling, DLX/retry strategies, health checks, and event naming conventions. Load when integrating RabbitMQ with NestJS.

Testcontainers for Node.js integration testing methodology — container lifecycle, PostgreSQL/RabbitMQ modules, NestJS test wiring, Prisma migration in tests, snapshot-based reset, Jest configuration, and CI patterns. Load when writing integration tests with real containers.

Turborepo + pnpm workspace methodology — turbo.json v2 configuration, shared config packages, workspace protocol, pipeline design, Docker builds, and CI optimization. Load when setting up or maintaining a Turborepo monorepo.

Vite + React in Turborepo/pnpm monorepo methodology — workspace-aware config, path resolution, HMR with workspace packages, dev proxy, environment variables, React Router v7 data patterns, and production builds. Load when building React frontends in a monorepo.

dbt platform engineering methodology — project structure, SQL style, naming conventions, testing coverage, materializations, governance, CI/CD, performance tuning, refactoring, and anti-patterns. Load when building dbt models, reviewing dbt PRs, creating dbt tests, choosing materializations, writing dbt SQL, organizing dbt YAML, or evolving dbt projects.