The server exposes a single tool 'delegate_task' with a basic implementation. While the tool has an input schema visible in the code, the definition quality is severely compromised by: (1) extremely vague tool description that does not explain what 'Claw Cloud service' is or when to use this tool; (2) lack of any output schema documentation despite returning structured data; (3) missing descriptions for what the return fields mean; (4) no error handling or recovery guidance; (5) the implementation is a mock (MD5 hash-based task ID, hardcoded ETAs) that does not actually delegate to any real service. The tool name 'delegate_task' is acceptable but generic. The input parameters have type definitions and an enum for priority, which is positive, but lack depth in their descriptions.

• Expand the tool description to 100-200 characters explaining: (1) what 'Claw Cloud' is and what services it provides; (2) when to call this tool (e.g. 'Use this to offload long-running analysis tasks'); (3) what the LLM can expect in return (task ID, status, estimated wait time); (4) any prerequisites (e.g. authentication, rate limits).
• Document the output schema explicitly. Define 'task_id' as a string (format: 'claw-XXXXXXXXXX'), 'status' as an enum (possible values: QUEUED, RUNNING, COMPLETED, FAILED), and 'eta_seconds' as an integer >= 0.
• Add error handling and recovery guidance. Explain what errors might occur (queue full, invalid task description, service unavailable) and how the LLM should respond (retry, ask user for clarification, suggest alternative).
• Expand parameter descriptions. For 'task_description', specify: 'A clear description of the task to delegate (1-2000 characters, required). Examples: analyze data, generate report, process batch.' For 'priority', explain: 'Affects execution order and SLA. High = 30s baseline ETA, normal = 120s, low = 600s.'
• Implement actual integration with Claw Cloud service or add a disclaimer in the tool description that this is a mock/example and requires real API credentials and endpoint configuration.
• Add per-item error reporting if the tool ever supports batch delegation (e.g. delegating multiple tasks in one call).