Mimir

PageIndex tree-based document indexing integration patterns for Mimir RAG pipeline

Agile Scrum feature management and sprint scope discipline for Project Mimir — Product Backlog management via GitHub Issues, Sprint scope sanctity, mid-sprint adjustment protocols, sprint planning workflows, and session boundaries. Triggers when planning sprints, managing features, handling scope changes, or discussing project management.

Issue-driven development and code review workflow for Project Mimir — GitHub Issue creation, branch naming conventions, PR templates, self-review checklists, and PR integration. Triggers when creating branches, committing code, creating pull requests, reviewing code, or managing GitHub workflow.

ISO/IEC 29110 documentation workflow for Project Mimir — creating Sprint Reports (PM-02), Test Scripts (SI-04), updating Traceability Matrix (SI-03), and maintaining compliance with documentation standards. Triggers when creating reports, closing sprints, writing test documentation, or updating project management documents.

Next.js App Router frontend patterns for Project Mimir — page structure, API integration via lib/api.ts, shadcn/ui component usage, polling and debounce patterns, toast notifications, badge design, and TypeScript conventions. Triggers when building React components, creating pages, integrating APIs, styling UI elements, or working on the ro-ai-dashboard frontend.

Standard Rust/Axum backend patterns for Project Mimir — error handling with anyhow, SQLx compile-time queries, tenant_auth_middleware security, Vault secret injection, Direct HTTP Dispatch for LLM providers, and inline TDD test modules. Triggers when writing Rust code, creating API routes, handling database queries, or implementing backend features.

Test-Driven Development (TDD) enforcement for Project Mimir — Red-Green-Refactor cycle for Rust backend (#[cfg(test)] modules) and Next.js frontend (Jest + React Testing Library). Triggers when implementing features, fixing bugs, writing tests, or reviewing code for test coverage.

Standard testing and verification workflow for Project Mimir — covering test preparation, execution, result recording, Git synchronization, and GitHub PR integration. Triggers when running tests, verifying features, documenting test results, or performing QA activities.

UX/UI design system and patterns for Project Mimir dashboard — design tokens (oklch colors, radius, typography), shadcn/ui component library, dark mode support, status badge palette, layout patterns, accessibility standards, empty/loading/error states, and responsive design. Triggers when designing UI, creating components, choosing colors, styling elements, improving user experience, or building dashboard pages.