Workflow

1. Read

   references/route.md

   first.
2. Identify the user's primary intent: install, write logs, consume logs, or query logs.
3. Pick exactly one scenario file from

   references/scenarios/

   unless the user explicitly asks for comparison across multiple scenarios.
4. Follow references from the scenario file to the relevant SDK

   index.md

   .
5. Read SDK-level

   write-logs.md

   or

   consume-logs.md

   only when the scenario points to it or the user asks for concrete code.
6. Do not scan unrelated SDK directories.
7. When recommending an SDK, explain why it fits and mention when it should not be used.
8. For version-sensitive installation commands, avoid inventing exact latest versions. Use package-manager commands that resolve latest versions, or use version placeholders for Maven/Gradle production examples.