Load Project Principles

Evaluate ALL groups below and load principles from EVERY group that applies to your task. Most tasks span multiple groups (e.g., a model change may need Backend, Database, and Testing principles). DO NOT stop after the first group. When your task involves database queries, scopes, or data access patterns, ALWAYS load Database principles regardless of which files you are editing.

Database:

• Database fundamentals (model queries, batching, sharding, partitioning, N+1): Read .ai/principles/distilled/database-fundamentals.md (load for any database work)
• Database migration patterns and zero-downtime safety: Read .ai/principles/distilled/database-migrations.md (also load: .ai/principles/distilled/database-fundamentals.md)
• Column types, constraints, indexes, naming conventions: Read .ai/principles/distilled/database-schema.md (also load: .ai/principles/distilled/database-fundamentals.md)
• SQL performance, transactions, batching: Read .ai/principles/distilled/database-queries.md (also load: .ai/principles/distilled/database-fundamentals.md)
• ClickHouse database concerns: Read .ai/principles/distilled/clickhouse.md (also load: .ai/principles/distilled/database-fundamentals.md)

Security:

• Security vulnerabilities and secure coding: Read .ai/principles/distilled/security.md

Code Review:

• General code review practices and acceptance checklist: Read .ai/principles/distilled/code-review.md

Backend:

• Ruby/Rails style, logging, common pitfalls: Read .ai/principles/distilled/backend-ruby.md (load for any backend work)
• Service patterns, abstractions, design conventions: Read .ai/principles/distilled/backend-architecture.md (also load: .ai/principles/distilled/backend-ruby.md)
• EE/CE separation, licensing, code placement: Read .ai/principles/distilled/backend-ee.md (also load: .ai/principles/distilled/backend-ruby.md)

API:

• REST API design and conventions: Read .ai/principles/distilled/rest-api.md
• GraphQL API design and conventions: Read .ai/principles/distilled/graphql.md

Workers:

• Sidekiq worker design and reliability: Read .ai/principles/distilled/workers.md

Frontend:

• Vue.js components, state management, patterns: Read .ai/principles/distilled/frontend-vue.md (load for any frontend work)
• CSS/SCSS, Tailwind, dark mode: Read .ai/principles/distilled/frontend-style.md (also load: .ai/principles/distilled/frontend-vue.md)
• HAML templates, ViewComponents, Pajamas: Read .ai/principles/distilled/frontend-haml.md (also load: .ai/principles/distilled/frontend-vue.md)
• Frontend accessibility patterns and requirements: Read .ai/principles/distilled/frontend-a11y.md (also load: .ai/principles/distilled/frontend-vue.md)

Testing:

• RSpec patterns, factories, shared examples: Read .ai/principles/distilled/qa-rspec.md
• Jest, jsdom, Vue Test Utils patterns: Read .ai/principles/distilled/qa-jest.md

Performance:

• Performance and scalability: Read .ai/principles/distilled/performance.md

Documentation:

• Documentation style and completeness: Read .ai/principles/distilled/documentation.md

Feature Flags:

• Feature flag usage and lifecycle: Read .ai/principles/distilled/feature-flags.md

Analytics:

• Analytics instrumentation and metrics: Read .ai/principles/distilled/analytics.md

• Code style or linting: Read .ai/code-style.md

• Git, commits, or branches: Read .ai/git.md

• CI/CD pipelines or .gitlab-ci.yml: Read .ai/ci-cd.md