This server has critical definition gaps. Tool schemas are either missing or inferred from code rather than explicitly registered. Descriptions vary widely, some are adequate (roll_dice, query_dnd_rules), others are vague or incomplete (http_request, python_repl, file_write). Parameter descriptions are sparse or absent. No documented output schemas. Error handling is minimal. The codebase shows tutorial/workshop code with TODO comments, not production-grade tool definitions. Tool registration appears to rely on the Strands framework's @tool decorator, but explicit schema validation is not visible in the provided source.

• Add explicit JSON Schema definitions for all tool inputs. For http_request, document URL format, allowed methods, headers/body structure, and response handling. For python_repl, specify code language, execution timeout, and output capture limits.
• E.g., http_request: 'Make HTTP requests to external websites. Returns response status, headers, and body. Use for fetching data, checking availability, or retrieving web content.'
• Document output schemas for all tools. E.g., roll_dice should return {results: [int], faces: int, total: int}. list_all_characters should return {characters: [{id, name, class, race, stats}], count: int}.
• Add parameter constraints and enums. E.g., create_character's character_class should be an enum (Fighter, Wizard, Rogue, etc.). stats_dict should document required keys (strength, dexterity, constitution, intelligence, wisdom, charisma) with value ranges (3 - 18).
• Implement error handling with recovery guidance. E.g., python_repl should catch execution errors and return {success: false, error: '<message>', suggestion: 'Check syntax or imports'}. Destructive tools should support a dry_run parameter or require explicit confirmation.

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

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