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• Add explicit output schema documentation to each tool. Update tool definitions to include a 'outputSchema' field documenting the response structure (e.g., for alt_checker: {images: [{src, alt, hasAlt, context}], summary: {total, withAlt, missingAlt}}).
• Enhance parameter descriptions with format guidance and error context. Instead of 'The URL of the web page to check for alt attributes', use: 'The URL of the web page to check for alt attributes. Must be a valid HTTP(S) URL. If the page is not accessible, the tool will return a network error with available alternative URLs.'
• Document timeout behavior and retry guidance for web-based tools (alt_checker, link_checker, speed_checker, etc.). Add note: 'Requests timeout after 15 seconds (30 seconds for speed_checker). Network timeouts are retryable; DNS failures may indicate invalid domain.'
• Rename heading_extractor to extract_headings and redirect_checker to check_redirects for consistency with verb-first naming convention. Update tool names across codebase.
• Add error classification patterns to tool descriptions. E.g., for link_checker: 'If a link returns 404, it is not found. If it returns 5xx, retry. If no links are found, the page may not have any.'
• Document result limits and pagination. For link_checker and image_checker, add: 'Returns up to 100 items. If capped, response includes a flag indicating more results are available. Use multiple calls with different page parameters if needed.' Implement pagination support in API client.