KnowledgeRules vs memories

In the Mesrai Rules UI, you configure two different things, and knowing when to use each one makes your code reviews more effective.

A useful rule of thumb:

  • Memories teach Mesrai how your codebase works so future reviews and suggestions are more relevant.
  • Review Rules tell Mesrai what to flag when a PR does not match your standards.

Review Rules

Review Rules are traditional code review checks that run during the dedicated code review stage. They analyze file diffs or the entire PR against your defined criteria.

Best for:

  • Architecture boundaries (“domain layer must not import infrastructure”)
  • Code patterns (“avoid == in loop conditions”)
  • PR requirements (“every service file must have a test”)
  • Structural validation using variables like fileDiff, pr_files_diff

How they work:

  • Applied at file-level or PR-level scope
  • Run only during code review
  • Support file references (@file, @repo) and MCP functions
  • Produce suggestions with severity levels

Memories

Memories are persistent contextual instructions injected across all interactions — code reviews, conversations, and AI suggestions. They represent the background knowledge Mesrai should carry about your codebase, conventions, and preferences.

Best for:

  • Codebase context (“this repo mirrors a third-party API, so some external payload fields intentionally stay snake_case”)
  • Suggestion preferences (“when suggesting JS utilities here, prefer native methods over Lodash”)
  • Migration context (“the billing module is mid-migration, so prefer incremental fixes over broad refactors”)
  • Architectural context (“this service follows hexagonal architecture and keeps adapters at the edge”)

How they work:

  • Injected as high-priority context in all prompts
  • Improve future suggestions by grounding Mesrai in repo-specific context
  • Created via conversation (@mesrai remember: ...) or manually in the UI
  • Scoped to directory, repository, or organization level
  • Mesrai auto-deduplicates and resolves conflicts between memories

When to use which

ScenarioUse
Check if a test file exists for every serviceReview Rule
”This repo mirrors an external API, so some response fields intentionally stay snake_case”Memory
PR description must follow a templateReview Rule
”Tests in this service usually live next to implementation files, not in a central test folder”Memory
Flag imports that violate architecture layersReview Rule
”The auth module is mid-migration, so prefer incremental changes over broad refactors”Memory

Can I convert between them?

Yes. In the Pending Memories modal, you can convert a memory into a Review Rule if you decide it needs more structured enforcement with file paths and severity levels.

For details, see Mesrai Rules.