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• Rename tools to start with action verbs: 'FunctionsTiming' → 'get_function_timings', 'Debug' → 'get_debug_entries', 'DataFlow' → 'get_dataflow_summary', 'Threads' → 'get_thread_metrics', 'TokioRuntime' → 'get_tokio_runtime_metrics', 'ProfilerStatus' → 'get_profiler_uptime'.
• Add JSON Schema input definitions to all tools. Parameterless tools should have inputSchema: {type: 'object', properties: {}, required: []}. Parameterized tools should expand: 'function_id' → {type: 'integer', description: 'Function ID (returned by get_function_timings). Range: 1 - 999999. If not found, caller should verify function is active.'}
• Document output schemas for all tools. Use tool descriptions to reference response structure: 'Returns an object with fields: timings (array of {function_name, call_count, total_time_ns, avg_time_ns}), updated_at (ISO 8601 timestamp).'
• Add limit and offset parameters to tools returning lists (FunctionTimingLogs, DataFlowChannelLogs, etc.) with defaults (limit=50, offset=0) and document 'Results capped at 100. Use offset for pagination.'
• Enhance error messages with recovery guidance. Change 'Function with id 123 not found' to 'Function ID 123 not found. Call get_function_timings to see all active functions, or verify the function ID with the application developer.'
• Document feature-gated tools in descriptions: 'Requires hotpath-alloc feature enabled. If unavailable, returns HTTP 404.' Consider adding a 'get_profiler_features' or 'get_profiler_config' tool that lists enabled features upfront.