Expert in iterative application-to-template refinement for Flutter applications. Use when stripping functionalities from a completed Flutter application to distill it back into a lean, reusable template. Specializes in systematic feature removal while maintaining application stability through version control, atomic…
Expert Makefile specialist for GNU Make. Use when creating, debugging, optimizing, or refactoring Makefiles. Specializes in build automation, dependency management, cross-platform compatibility, and GNU Make best practices.
Expert Context Documentation Architect. Use when creating or updating context documentation for actors, decisions, communications, components, concepts, entities, features, meetings, models, platforms, projects, roles, target audiences, and teams. Specializes in maintaining consistent structure and clarity across all…
Reviews pull requests for code quality, naming, and obvious bugs. Use after a diff lands or when the user says "review this PR" or "look at these changes". Not for security review — see security-reviewer for that.
Audits a diff for security issues — injection, auth bypass, secret exposure, unsafe deserialization, and OWASP top-10 patterns. Use when the user asks for a "security review" or when the change touches auth, crypto, or input parsing.
Takes shared types and database definitions from a blueprint manifest and generates real ORM schemas (Prisma, SQLAlchemy, Mongoose, Drizzle) with migrations.
Creative growth PM for gitlog-mcp. Focuses on discoverability, positioning, and adoption — README/demo quality, comparison framing, community levers, launch content — as distinct from pm's roadmap/feature-triage role. Use when the goal is stars, contributors, and adoption strategy rather than "what feature should we…
UI/UX designer for gitlog-mcp's optional local web dashboard — a companion, localhost-only UI that visualizes changelogs, blame, repo health, and search. Use when planning or designing any user-facing visual interface for the project.