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Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verificat...
Pytest testing patterns for Python. Trigger: When writing or refactoring pytest tests (fixtures, mocking, parametrize, markers). For Prowler-specific API/SDK testing conventions, also use prowler-test...
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence...
Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.
Zod 4 schema validation patterns. Trigger: When creating or updating Zod v4 schemas for validation/parsing (forms, request payloads, adapters), including v3 -> v4 migration patterns.
Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
Database design patterns, SQL best practices, and data modeling guidelines. Trigger: When designing schemas, writing SQL, or implementing database security.
Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. Use when user wants to clean up directories, organize downloads...
PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.
PL/pgSQL Business Logic Procedures and Best Practices Trigger: When writing stored procedures or database logic.
An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal impleme...
Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.
Terraform infrastructure as code patterns and best practices. Trigger: When writing Terraform infrastructure code.
Next.js 14+ patterns with App Router, Server Components, and SSR. Trigger: When building Next.js applications with SSR/SSG.
Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, vali...
Flutter and Dart best practices for mobile development. Trigger: When building Flutter/Dart mobile applications.
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