## Maintenance
Prefer each tool's supported commands, APIs, and defaults where they fit the intended workflow. Treat upstream examples as patterns to evaluate against this configuration and environment, not recipes to copy unchanged. Add small local code only for a concrete need.
## Maintenance
Prefer each tool's supported commands, APIs, and defaults where they fit the intended workflow. Treat upstream examples as patterns to evaluate against this configuration and environment, not recipes to copy unchanged. Add small local code only for a concrete need.