Server has 6 tools with complete input schemas and descriptions. Naming follows verb_noun convention (delegate_task, list_delegates, run_ollama, get_tuning, record_outcome, system_status). However, descriptions are minimal (10-50 chars), parameter descriptions are sparse or missing, and output schemas are not documented. Input validation is strong (sanitization, whitelisting, rate limiting, circuit breaker), but error handling lacks recovery guidance. No tool annotations (readOnlyHint/destructiveHint). Composition is reasonable but some tools conflate concerns (system_status checks multiple things).

• Add output schema documentation to all tools. Example for list_delegates: 'Returns: {delegates: [{name: string, description: string, model: string, strengths: [string]}]}'
• Expand tool descriptions to 100-200 chars. Include WHEN to use, prerequisites, and what structure is returned. E.g. 'List all available delegates and their capabilities. Call this first to see which delegate (senior-delegate for planning, code-writer for execution) suits your task.'
• Add parameter descriptions for 'command' (e.g. 'Ollama subcommand: list (show models), show <model> (inspect model), ps (running models), version (Ollama version). Only these are allowed.'), 'outcome' (e.g. 'Task result: success or fail'), 'task_type' (e.g. 'Category: coding, docs, planning, testing, etc.').
• Add tool annotations: mark delegate_task and record_outcome with destructiveHint=true; mark list_delegates, run_ollama, get_tuning, system_status with readOnlyHint=true.
• Enhance error messages with recovery guidance. E.g. 'Task too long (8500 chars, max 8192). Summarize or split into smaller tasks.' instead of bare ValueError.

Inferred effective spec: <=2025-11-25.

• Relies on Logging (deprecated) - log to stderr or use OpenTelemetry