1. Software Development

Guides structural code improvements using Kent Beck's Tidy First methodology, prioritizing clean code before behavioral changes or after feature completion.

Guides implementation of features using Test-Driven Development (TDD) following the Red-Green-Refactor cycle.

Guides code refactoring using Martin Fowler's catalog of behavior-preserving transformations to eliminate code smells without altering functionality.

Assists in staging code changes and crafting commit messages that explain the purpose (why) of each change, promoting clear version history.

Guides software design decisions using a framework prioritizing State, Coupling, Complexity, and Code to evaluate tradeoffs and avoid overemphasizing code volume.

Validates GitHub Copilot customization files (agents, skills, prompts) for correct structure and format to prevent configuration errors.

Automates database migrations with mandatory Row-Level Security (RLS) policies and Architect approval for Prisma schema updates.

Enforces debugging conventions for the pikru framework, requiring debug traces to remain in the codebase for issue investigation.

Enables developers to efficiently locate specific functionality within the pikru codebase through structured organization.

Provides testing conventions for pikru to avoid timeouts by running partial test suites instead of the full suite.

Creates minimal subtests to isolate and fix complex bugs by breaking down failing tests into focused, manageable units.

Provides idiomatic Rust patterns for porting C code to Rust, ensuring correct behavior without mimicking C syntax.

Manages official plugin integrations for routing systems, enabling users to list and toggle them.

Provides reusable patterns for Stripe payment integration, including payment flows, webhooks, and subscription management with test templates.

Enforces Row Level Security patterns in Prisma database operations using context helpers, preventing direct Prisma calls for secure data access.

Provides reusable patterns and evidence templates for Stripe payment integration, including payment flows, webhooks, and subscription management.

Standardized testing patterns for Jest and Playwright, covering fixture setup and RLS validation.

Provides standardized patterns for building API routes with Row-Level Security, Zod validation, and error handling.

Enforces Row Level Security patterns in Prisma database operations using context helpers, preventing direct Prisma calls for secure data access.

Provides standardized patterns for implementing API routes with Zod validation, Row-Level Security (RLS), and error handling.

Provides advanced Git operations for rebasing, bisecting, cherry-picking, and resolving complex merge conflicts in development workflows.

Provides reusable frontend patterns for Next.js App Router, Clerk authentication, shadcn/Radix UI components, and PostHog analytics to ensure consistent UI and accessibility.

Provides advanced Git operations including rebase, bisect, cherry-pick, and complex merge conflict resolution.

Provides SAFe-compliant development workflow guidance including branch naming, commit conventions, rebase practices, and CI validation for team collaboration.