Fix SQLMesh command documentation

Corrected SQLMesh commands to show proper usage:
- Run from project root (not from transform/sqlmesh_materia/)
- Use -p flag to specify project directory
- Use uv run for all commands
- Use esc run for commands requiring secrets (plan, audit, ui)
- Clarified which commands need secrets vs local-only

This aligns with the actual working pattern and Pulumi ESC integration.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

CLAUDE.md

@@ -96,32 +96,33 @@ extract_psd
 ### 2. Transform Layer (`transform/sqlmesh_materia/`)
 SQLMesh project implementing a layered data architecture.
 
-**Working directory:** All SQLMesh commands must be run from `transform/sqlmesh_materia/`
+**Working directory:** All SQLMesh commands must be run from the project root with `-p transform/sqlmesh_materia`
 
 **Key commands:**
 ```bash
-cd transform/sqlmesh_materia
+# Load secrets and run SQLMesh commands
+# Always run from project root with -p flag and uv
 
 # Local development (creates virtual environment)
-sqlmesh plan dev_<username>
+esc run beanflows/prod -- uv run sqlmesh -p transform/sqlmesh_materia plan dev_<username>
 
 # Production
-sqlmesh plan prod
+esc run beanflows/prod -- uv run sqlmesh -p transform/sqlmesh_materia plan prod
 
 # Run tests
-sqlmesh test
+uv run sqlmesh -p transform/sqlmesh_materia test
 
 # Validate models
-sqlmesh validate
+uv run sqlmesh -p transform/sqlmesh_materia validate
 
-# Run audits
+# Run audits (requires secrets)
-sqlmesh audit
+esc run beanflows/prod -- uv run sqlmesh -p transform/sqlmesh_materia audit
 
 # Format SQL
-sqlmesh format
+uv run sqlmesh -p transform/sqlmesh_materia format
 
-# Start UI
+# Start UI (requires secrets)
-sqlmesh ui
+esc run beanflows/prod -- uv run sqlmesh -p transform/sqlmesh_materia ui
 ```
 
 **Configuration:**