---
applyTo: '**'
description: Workspace-specific AI memory for this project
lastOptimized: '2025-11-07T04:24:28.171488+00:00'
entryCount: 1
optimizationVersion: 1
autoOptimize: true
sizeThreshold: 50000
entryThreshold: 20
timeThreshold: 7
---
# Workspace AI Memory
This file contains workspace-specific information for AI conversations.
## Universal Laws (strict rules that must always be followed)
- Law 1 (dbt-core-mcp Pre-Commit Validation Protocol):
- STEP 1: Before staging/committing ANY code changes, run CI validation sequence in order:
a) uv run ruff check src tests
b) uv run pyright src tests
c) uv run pytest
- STEP 2: Verify ALL steps succeed with exit code 0
- STEP 3: If ANY step fails, fix issues and restart from STEP 1
- STEP 4: Only after all checks pass, proceed with git add/commit/push
- APPLIES TO: All code commits in dbt-core-mcp workspace
- VIOLATION PENALTY: Immediate acknowledgment and restart with correct procedure
- NO EXCEPTIONS
- Law 2 (Selective Testing Protocol):
- DO NOT run pytest during development "just to check" or "to verify"
- Tests are SLOW (5+ minutes for full suite) - respect user's time
- ONLY run pytest in these cases:
a) Pre-commit validation (Law 1 requirement)
b) Explicitly requested by user
c) After fixing a specific failing test (run that test only, not full suite)
- During development: rely on type checking (pyright) and linting (ruff)
- CI will catch test failures - don't waste time with redundant local test runs
- VIOLATION: Running tests "to make sure it works" or similar justifications
- NO EXCEPTIONS
## Memories
