chore(agents): sync agent configs — model updates to nemotron-3-super

- Update agent model assignments (nemotron-3-ultra -> nemotron-3-super) across .kilo/agents, kilo-meta.json, kilo.jsonc, capability-index.yaml
- Sync agent descriptions in KILO_SPEC.md

.kilo/capability-index.yaml

@@ -13,7 +13,7 @@ agents:
     produces: [code, documentation_inline]
 
   frontend-developer:
-    model: ollama-cloud/qwen3.5:397b
+    model: ollama-cloud/deepseek-v4-flash:0731
     variant: thinking
     mode: subagent
     capabilities: [ui_implementation, component_creation, styling, responsive_design, nextjs_development, vue_nuxt_development, react_development]
@@ -22,7 +22,7 @@ agents:
     produces: [vue_components, react_components, nextjs_pages, nuxt_pages, css_styles, frontend_tests]
 
   php-developer:
-    model: ollama-cloud/deepseek-v4-pro
+    model: ollama-cloud/nemotron-3-super
     mode: subagent
     capabilities: [php_web_development, laravel_development, symfony_development, wordpress_development, php_api_development, php_database_design, php_authentication, php_modular_architecture, php_testing, php_security]
     forbidden: [frontend_code, non_php_backend]
@@ -30,7 +30,7 @@ agents:
     produces: [laravel_routes, php_models, php_services, php_controllers, php_migrations, php_tests, wordpress_plugins]
 
   python-developer:
-    model: ollama-cloud/deepseek-v4-pro
+    model: ollama-cloud/nemotron-3-super
     mode: subagent
     capabilities: [python_web_development, django_development, fastapi_development, python_api_development, python_database_design, python_authentication, python_async_patterns, python_testing, python_security]
     forbidden: [frontend_code, non_python_backend]
@@ -47,7 +47,7 @@ agents:
     produces: [express_routes, database_schema, api_documentation]
 
   go-developer:
-    model: ollama-cloud/kimi-k2.7-code
+    model: ollama-cloud/nemotron-3-super
     mode: subagent
     capabilities: [go_api_development, go_database_design, go_concurrent_programming, go_authentication, go_microservices, postgresql_integration, sqlite_integration, clickhouse_integration]
     forbidden: [frontend_code]
@@ -55,7 +55,7 @@ agents:
     produces: [go_handlers, go_database_schema, go_api_documentation, concurrent_solutions]
 
   flutter-developer:
-    model: ollama-cloud/qwen3.5:397b
+    model: ollama-cloud/deepseek-v4-flash:0731
     variant: thinking
     mode: subagent
     capabilities: [dart_programming, flutter_ui, mobile_app_development, widget_creation, state_management]
@@ -64,7 +64,7 @@ agents:
     produces: [flutter_widgets, dart_code, mobile_app]
 
   devops-engineer:
-    model: ollama-cloud/minimax-m3
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [docker_configuration, kubernetes_setup, ci_cd_pipeline, infrastructure_automation, container_optimization]
@@ -73,7 +73,7 @@ agents:
     produces: [docker_compose, kubernetes_manifests, ci_cd_config]
 
   sdet-engineer:
-    model: ollama-cloud/kimi-k2.7-code
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [unit_tests, integration_tests, e2e_tests, test_planning, visual_regression]
@@ -82,7 +82,7 @@ agents:
     produces: [test_files, test_reports, coverage_reports]
 
   code-skeptic:
-    model: ollama-cloud/kimi-k2.7-code
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [code_review, security_review, style_check, issue_identification]
@@ -91,7 +91,7 @@ agents:
     produces: [review_comments, approval_status, issue_list]
 
   security-auditor:
-    model: ollama-cloud/kimi-k2.7-code
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [vulnerability_scan, owasp_check, secret_detection, auth_review]
@@ -100,7 +100,7 @@ agents:
     produces: [security_report, vulnerability_list]
 
   performance-engineer:
-    model: ollama-cloud/minimax-m3
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [performance_analysis, n_plus_one_detection, memory_leak_check, algorithm_analysis]
@@ -109,7 +109,7 @@ agents:
     produces: [performance_report, optimization_suggestions]
 
   the-fixer:
-    model: ollama-cloud/kimi-k2.7-code
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [bug_fixing, issue_resolution, code_correction]
@@ -118,7 +118,7 @@ agents:
     produces: [code_fixes, resolution_notes]
 
   browser-automation:
-    model: ollama-cloud/kimi-k2.7-code
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [e2e_browser_tests, form_filling, navigation_testing, screenshot_capture]
@@ -127,7 +127,7 @@ agents:
     produces: [test_results, screenshots]
 
   visual-tester:
-    model: ollama-cloud/kimi-k2.7-code
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [visual_regression, pixel_comparison, screenshot_diff, ui_validation, bbox_element_extraction, console_error_detection, network_error_detection, responsive_layout_check, button_overflow_detection, gitea_integration, docker_networking]
@@ -145,7 +145,7 @@ agents:
     produces: [architecture_docs, api_specs, database_schemas]
 
   capability-analyst:
-    model: ollama-cloud/minimax-m3
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [gap_analysis, capability_mapping, recommendation_generation, coverage_analysis]
@@ -163,7 +163,7 @@ agents:
     produces: [routing_decisions, status_updates]
 
   intake-agent:
-    model: ollama-cloud/nemotron-3-ultra
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: all
     capabilities: [natural_language_understanding, conversational_clarification, task_structuring, requirement_formulation, intent_extraction]
@@ -172,7 +172,7 @@ agents:
     produces: [structured_tasks, acceptance_criteria, orchestrator_compatible_tasks]
 
   context-compressor:
-    model: ollama-cloud/nemotron-3-ultra
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [context_summarization, state_extraction, token_efficiency, memory_pruning, checkpoint_preservation]
@@ -181,7 +181,7 @@ agents:
     produces: [compressed_checkpoint, token_savings, preserved_state]
 
   pattern-matcher:
-    model: ollama-cloud/nemotron-3-ultra
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [similar_pattern_detection, successful_solution_retrieval, cross_project_learning, proactive_recommendation]
@@ -190,7 +190,7 @@ agents:
     produces: [pattern_matches, recommendations, knowledge_graph_updates]
 
   stakeholder-bridge:
-    model: ollama-cloud/nemotron-3-ultra
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [technical_to_business_translation, executive_summary_generation, progress_report_generation, stakeholder_communication]
@@ -216,7 +216,7 @@ agents:
     produces: [performance_report, scores, recommendations]
 
   prompt-optimizer:
-    model: ollama-cloud/minimax-m3
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [prompt_analysis, prompt_improvement, failure_pattern_detection]
@@ -225,7 +225,7 @@ agents:
     produces: [improved_prompts, optimization_report]
 
   product-owner:
-    model: ollama-cloud/nemotron-3-ultra
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [issue_management, prioritization, backlog_management, workflow_completion]
@@ -234,7 +234,7 @@ agents:
     produces: [priority_order, issue_labels, issue_closures]
 
   pipeline-judge:
-    model: ollama-cloud/kimi-k2.7-code
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [test_execution, fitness_scoring, metric_collection, bottleneck_detection]
@@ -243,7 +243,7 @@ agents:
     produces: [fitness_report, bottleneck_analysis, improvement_triggers]
 
   workflow-architect:
-    model: ollama-cloud/minimax-m3
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [workflow_design, process_definition, automation_setup]
@@ -252,7 +252,7 @@ agents:
     produces: [workflow_definitions, command_files]
 
   markdown-validator:
-    model: ollama-cloud/nemotron-3-ultra
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [markdown_validation, formatting_check, link_validation]
@@ -261,7 +261,7 @@ agents:
     produces: [validation_report, corrections]
 
   agent-architect:
-    model: ollama-cloud/minimax-m3
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [agent_design, prompt_engineering, capability_definition]
@@ -270,7 +270,7 @@ agents:
     produces: [agent_definition, integration_plan]
 
   planner:
-    model: ollama-cloud/minimax-m3
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [task_decomposition, chain_of_thought, tree_of_thoughts, plan_execute_reflect, dependency_analysis]
@@ -279,7 +279,7 @@ agents:
     produces: [decomposed_steps, dependency_graph, success_criteria]
 
   reflector:
-    model: ollama-cloud/minimax-m3
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [self_reflection, mistake_analysis, lesson_extraction, trajectory_analysis, heuristic_evaluation]
@@ -288,7 +288,7 @@ agents:
     produces: [reflection_report, lessons_learned, improved_approach]
 
   memory-manager:
-    model: ollama-cloud/minimax-m3
+    model: ollama-cloud/nemotron-3-super
     mode: subagent
     capabilities: [memory_retrieval, memory_storage, memory_consolidation, relevance_scoring, episodic_management]
     forbidden: [code_changes, implementation]
@@ -312,7 +312,7 @@ agents:
     produces: [historical_findings, regression_warnings, recommended_solutions]
 
   incident-responder:
-    model: ollama-cloud/minimax-m3
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [incident_response, live_forensics, malware_removal, persistence_hunting, ssh_cleanup, post_incident_hardening, cross_platform_hardening]
@@ -321,7 +321,7 @@ agents:
     produces: [forensics_report, cleanup_actions, hardening_recommendations]
 
   evolution-prompt:
-    model: ollama-cloud/minimax-m3
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [prompt_generation, role_analysis, adversarial_scenario_design, test_case_creation]
@@ -339,7 +339,7 @@ agents:
     produces: [evaluation_scores, detailed_commentary]
 
   smartadmin-builder:
-    model: ollama-cloud/qwen3.5:397b
+    model: ollama-cloud/deepseek-v4-flash:0731
     variant: thinking
     mode: subagent
     capabilities: [smartadmin_template_building, ejs_generation, admin_panel_creation, component_library_usage]
@@ -366,7 +366,7 @@ agents:
     produces: [alert_html, toast_html, modal_html, trigger_api, dismiss_handlers]
 
   smartadmin-form-agent:
-    model: ollama-cloud/qwen3.5:397b
+    model: ollama-cloud/deepseek-v4-flash:0731
     variant: thinking
     mode: subagent
     capabilities: [form_generation, form_validation, select2, datepickers, form_wizards, field_dependencies]
@@ -375,7 +375,7 @@ agents:
     produces: [form_html, validation_js, dependency_handlers, init_code]
 
   smartadmin-interactive-agent:
-    model: ollama-cloud/kimi-k2.7-code
+    model: ollama-cloud/nemotron-3-super
     variant: thinking
     mode: subagent
     capabilities: [interactive_elements, buttons, dropdowns, nav_tabs, accordions, collapse, modal_triggers, state_toggles]