Bob-AICompanion

Architecture patterns, file organization, and UI architecture standards for all projects. Covers Observer, composition, interface-driven design, data-driven design, repository pattern, and separation of concerns.

Career Ops module workflow enforcing 3-phase Gmail audit/classify/execute pipeline, dry-run safety gates, Marcus check-in protocol, and label taxonomy standards.

Development workflow standards covering brainstorm-first methodology, session management, build/tooling rules, testing, version control, logging, debugging, and portfolio priorities.

Enforces enterprise-grade runtime, security, dependency, and AI-assisted coding guardrails aligned with OWASP, NIST SSDF, SLSA, and SOC2-aligned SDLC practices.

Review Python code for compliance with Marcus Daley's universal coding standards. Checks access control, initialization, event-driven patterns, type hints, error handling, and anti-patterns.