Critical failures across all dimensions. The server exposes a single catch-all tool 'dynamic_skill_tools' that routes to dynamically registered skills. Tool definition is inferred rather than explicitly registered, skill names, descriptions, and schemas are determined at runtime by ISkill implementations, not visible in static code. The tool itself has a generic name ('dynamic_skill_tools'), lacks verb-action clarity, and accepts a raw 'parameters' object with no schema constraints. Input schema is present but overly generic (tool_name: string, parameters: object with no type info). No parameter descriptions explain what 'parameters' should contain or how it maps to skill InputSchema. No output schema documented. Error handling is absent, no guidance on what happens when a skill is not found, fails, or times out. The architecture delegates all tool semantics to runtime skill registration, making static quality assessment impossible and violating the principle that tool definitions should be self-documenting.

• Replace dynamic routing with explicit tool registration. For each registered ISkill, create a dedicated MCP tool with its own name, description, and input schema. E.g., if 'scaffold' skill is registered, expose a 'invoke_scaffold' tool with skill-specific schema.
• Rename tool to follow verb_noun convention: 'invoke_skill' or 'execute_skill'. Add a description explaining that this tool routes to registered skills by name and accepts skill-specific parameters.
• Document the 'parameters' field with a concrete example and constraints. E.g., 'Raw parameters object passed to the skill. Structure depends on the skill's InputSchema. Example: {"entity_name": "User", "fields": [...]} for scaffold skill.'
• Add output schema documentation. Describe the structure of SkillResult (success/failure, output data, error message). E.g., '{"success": boolean, "data": object, "error": string}'.
• Add error handling guidance in tool description: 'If skill not found, returns error with available skill names. If execution fails, returns error with recovery hint. Retryable errors are marked; non-retryable errors require user intervention.'

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

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