Desenvolvimento

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.

Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.

Expert in Odoo access control: ir.model.access.csv, record rules (ir.rule), groups, and multi-company security patterns.

Go back through the previous year of work and create a Notion doc that groups relevant links into projects that can then be documented as SRED projects.

Generate a concise and structured PR description from commit history with minimal token usage

Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices.

Audit SwiftUI performance issues from code review and profiling evidence.

Create sales collateral such as decks, one-pagers, objection docs, demo scripts, playbooks, and proposal templates. Use when a sales team needs assets that help reps move deals forward and close.

Use when executing implementation plans with independent tasks in the current session

CRITICAL: Use for Robius state management patterns. Triggers on: AppState, persistence, theme switch, 状态管理, Scope::with_data, save state, load state, serde, 状态持久化, 主题切换

Guide stuck or overwhelmed users through targeted branching questions until they reach concrete next steps.

Master React version upgrades, class to hooks migration, concurrent features adoption, and codemods for automated transformation.