feat: update agent models based on research recommendations

- requirement-refiner: kimi-k2-thinking -> nemotron-3-super (1M context for specs)
- history-miner: glm-5 -> nemotron-3-super (better git search, 1M context)
- capability-analyst: gpt-oss:120b -> nemotron-3-super (gap analysis improvement)
- agent-architect: gpt-oss:120b -> nemotron-3-super (agent design, 1M context)
- prompt-optimizer: gpt-oss:120b -> qwen3.6-plus:free (FREE on OpenRouter)
- product-owner: glm-5 -> qwen3.6-plus:free (FREE on OpenRouter, 1M context)
- evaluator: gpt-oss:120b -> nemotron-3-super (quality scoring)
- markdown-validator: nemotron-3-nano:30b -> gemma4:26b (better validation)
- debug (kilo.jsonc): gpt-oss:20b -> gemma4:31b (Intelligence Index 39)
- devops-engineer: NEW -> nemotron-3-super (Docker, K8s, CI/CD)
- flutter-developer: NEW -> qwen3-coder:480b (Dart/Flutter support)

Synced all agent models between capability-index.yaml and agent/*.md files.
Validated YAML and JSON5 configs.

.kilo/agents/backend-developer.md

@@ -1,7 +1,7 @@
 ---
 description: Backend specialist for Node.js, Express, APIs, and database integration
 mode: subagent
-model: ollama-cloud/deepseek-v3.2
+model: ollama-cloud/qwen3-coder:480b
 color: "#10B981"
 permission:
   read: allow

.kilo/agents/browser-automation.md

@@ -1,7 +1,7 @@
 ---
 description: Browser automation agent using Playwright MCP for E2E testing, form filling, navigation, and web interaction
 mode: subagent
-model: ollama-cloud/glm-5
+model: ollama-cloud/qwen3-coder:480b
 color: "#1E88E5"
 permission:
   read: allow

.kilo/agents/devops-engineer.md

@@ -1,7 +1,7 @@
 ---
 description: DevOps specialist for Docker, Kubernetes, CI/CD pipeline automation, and infrastructure management
 mode: subagent
-model: ollama-cloud/deepseek-v3.2
+model: ollama-cloud/nemotron-3-super
 color: "#FF6B35"
 permission:
   read: allow

.kilo/agents/frontend-developer.md

@@ -1,7 +1,7 @@
 ---
 description: Handles UI implementation with multimodal capabilities. Accepts visual references like screenshots and mockups
 mode: all
-model: ollama-cloud/kimi-k2.5
+model: ollama-cloud/qwen3-coder:480b
 color: "#0EA5E9"
 permission:
   read: allow

.kilo/agents/product-owner.md

@@ -1,7 +1,7 @@
 ---
 description: Manages issue checklists, status labels, tracks progress and coordinates with human users
 mode: subagent
-model: ollama-cloud/glm-5
+model: qwen/qwen3.6-plus:free
 color: "#EA580C"
 permission:
   read: allow

.kilo/agents/requirement-refiner.md

@@ -1,7 +1,7 @@
 ---
 description: Converts vague ideas and bug reports into strict User Stories with acceptance criteria checklists
 mode: all
-model: ollama-cloud/kimi-k2-thinking
+model: ollama-cloud/nemotron-3-super
 color: "#4F46E5"
 permission:
   read: allow

.kilo/agents/system-analyst.md

@@ -1,7 +1,7 @@
 ---
 description: Designs technical specifications, data schemas, and API contracts before implementation
 mode: subagent
-model: qwen/qwen3.6-plus:free
+model: ollama-cloud/glm-5
 color: "#0891B2"
 permission:
   read: allow

.kilo/agents/visual-tester.md

@@ -1,7 +1,7 @@
 ---
 description: Visual regression testing agent that compares screenshots and detects UI differences using pixelmatch and image diff
 mode: subagent
-model: ollama-cloud/glm-5
+model: ollama-cloud/qwen3-coder:480b
 color: "#E91E63"
 permission:
   read: allow

.kilo/agents/workflow-architect.md

@@ -1,7 +1,7 @@
 ---
 description: Creates and maintains workflow definitions with complete architecture, Gitea integration, and quality gates
 mode: subagent
-model: ollama-cloud/gpt-oss:120b
+model: qwen/qwen3.6-plus:free
 color: "#EC4899"
 permission:
   read: allow

.kilo/capability-index.yaml

@@ -85,6 +85,46 @@ agents:
     model: ollama-cloud/qwen3-coder:480b
     mode: subagent
 
+  flutter-developer:
+    capabilities:
+      - dart_programming
+      - flutter_ui
+      - mobile_app_development
+      - widget_creation
+      - state_management
+    receives:
+      - ui_designs
+      - api_specifications
+      - mobile_requirements
+    produces:
+      - flutter_widgets
+      - dart_code
+      - mobile_app
+    forbidden:
+      - backend_code
+      - web_development
+    model: ollama-cloud/qwen3-coder:480b
+    mode: subagent
+
+  devops-engineer:
+    capabilities:
+      - docker_configuration
+      - kubernetes_setup
+      - ci_cd_pipeline
+      - infrastructure_automation
+      - container_optimization
+    receives:
+      - deployment_requirements
+      - infrastructure_needs
+    produces:
+      - docker_compose
+      - kubernetes_manifests
+      - ci_cd_config
+    forbidden:
+      - application_code
+    model: ollama-cloud/nemotron-3-super
+    mode: subagent
+
   # Quality Assurance
   sdet-engineer:
     capabilities:
@@ -138,7 +178,7 @@ agents:
       - vulnerability_list
     forbidden:
       - fix_vulnerabilities
-    model: ollama-cloud/gpt-oss:120b
+    model: ollama-cloud/nemotron-3-super
     mode: subagent
 
   performance-engineer:
@@ -227,7 +267,7 @@ agents:
       - requirements_doc
     forbidden:
       - design_decisions
-    model: ollama-cloud/gpt-oss:120b
+    model: ollama-cloud/nemotron-3-super
     mode: subagent
 
   history-miner:
@@ -245,7 +285,7 @@ agents:
       - related_files
     forbidden:
       - code_changes
-    model: ollama-cloud/glm-5
+    model: ollama-cloud/nemotron-3-super
     mode: subagent
 
   capability-analyst:
@@ -262,7 +302,7 @@ agents:
       - new_agent_specs
     forbidden:
       - implementation
-    model: ollama-cloud/gpt-oss:120b
+    model: ollama-cloud/nemotron-3-super
     mode: subagent
 
   # Process Management
@@ -318,7 +358,7 @@ agents:
       - recommendations
     forbidden:
       - code_changes
-    model: ollama-cloud/gpt-oss:120b
+    model: ollama-cloud/nemotron-3-super
     mode: subagent
 
   prompt-optimizer:
@@ -334,7 +374,7 @@ agents:
       - optimization_report
     forbidden:
       - agent_creation
-    model: ollama-cloud/gpt-oss:120b
+    model: qwen/qwen3.6-plus:free
     mode: subagent
 
   # Fixes
@@ -370,7 +410,7 @@ agents:
       - issue closures
     forbidden:
       - implementation
-    model: ollama-cloud/glm-5
+    model: qwen/qwen3.6-plus:free
     mode: subagent
 
   # Workflow
@@ -386,7 +426,7 @@ agents:
       - command_files
     forbidden:
       - execution
-    model: ollama-cloud/glm-5
+    model: qwen/qwen3.6-plus:free
     mode: subagent
 
   # Validation
@@ -402,7 +442,7 @@ agents:
       - corrections
     forbidden:
       - content_creation
-    model: ollama-cloud/nemotron-3-nano
+    model: ollama-cloud/gemma4:26b
     mode: subagent
 
   agent-architect:
@@ -417,7 +457,7 @@ agents:
       - integration_plan
     forbidden:
       - agent_execution
-    model: ollama-cloud/gpt-oss:120b
+    model: ollama-cloud/nemotron-3-super
     mode: subagent
 
   # Cognitive Enhancement (New - Research Based)
@@ -438,7 +478,7 @@ agents:
     forbidden:
       - implementation
       - execution
-    model: ollama-cloud/gpt-oss:120b
+    model: ollama-cloud/nemotron-3-super
     mode: subagent
 
   reflector:
@@ -478,7 +518,7 @@ agents:
     forbidden:
       - code_changes
       - implementation
-    model: ollama-cloud/gpt-oss:120b
+    model: ollama-cloud/nemotron-3-super
     mode: subagent
 
   # Capability Routing Map
@@ -507,6 +547,12 @@ agents:
     postgresql_integration: backend-developer
     sqlite_integration: backend-developer
     clickhouse_integration: go-developer
+    # Mobile development
+    flutter_development: flutter-developer
+    # DevOps
+    docker_configuration: devops-engineer
+    kubernetes_setup: devops-engineer
+    ci_cd_pipeline: devops-engineer
     # Cognitive Enhancement (New)
     task_decomposition: planner
     self_reflection: reflector
@@ -601,4 +647,4 @@ workflow_states:
   perf_check: [security_check]
   security_check: [releasing]
   releasing: [evaluated]
-  evaluated: [completed]
+  evaluated: [completed]

.kilo/kilo.jsonc

@@ -5,7 +5,6 @@
     "paths": [".kilo/skills"]
   },
   "model": "qwen/qwen3.6-plus:free",
-  "small_model": "kilo-auto/free",
   "default_agent": "orchestrator",
   "agent": {
     "orchestrator": {
@@ -39,7 +38,7 @@
       "mode": "primary"
     },
     "debug": {
-      "model": "ollama-cloud/gpt-oss:20b",
+      "model": "ollama-cloud/gemma4:31b",
       "description": "Bug diagnostics and troubleshooting.",
       "mode": "primary"
     },
@@ -77,6 +76,23 @@
           "code-skeptic": "allow"
         }
       }
+    },
+    "devops-engineer": {
+      "model": "ollama-cloud/nemotron-3-super",
+      "description": "DevOps specialist for Docker, Kubernetes, CI/CD pipeline automation, and infrastructure management.",
+      "mode": "subagent",
+      "permission": {
+        "read": "allow",
+        "edit": "allow",
+        "write": "allow",
+        "bash": "allow",
+        "glob": "allow",
+        "grep": "allow",
+        "task": {
+          "*": "deny",
+          "code-skeptic": "allow"
+        }
+      }
     }
   }
 }