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
2026-08-04 22:55:17 +01:00
parent b58087f37b
commit 04c358eb30
36 changed files with 175 additions and 175 deletions
--- a/.kilo/KILO_SPEC.md
+++ b/.kilo/KILO_SPEC.md
@@ -296,10 +296,10 @@ User types `/plan` in Kilo interface to activate the command.

 | Command | Description | Model |
 |---------|-------------|-------|
-| `/plan` | Creates detailed task plans | ollama-cloud/deepseek-v4-pro |
+| `/plan` | Creates detailed task plans | ollama-cloud/nemotron-3-super |
 | `/ask` | Answers codebase questions | ollama-cloud/qwen3.5:397b |
 | `/debug` | Analyzes and fixes bugs | ollama-cloud/gpt-oss:20b |
-| `/code` | Quick code generation | ollama-cloud/deepseek-v4-pro |
+| `/code` | Quick code generation | ollama-cloud/nemotron-3-super |

 ---

@@ -528,51 +528,51 @@ Provider availability depends on configuration. Common providers include:

 | Agent | Role | Model |
 |-------|------|-------|
-| `@IntakeAgent` | Conversational interface — receives natural language from users, clarifies ambiguous requirements, produces structured tasks for orchestrator. | ollama-cloud/nemotron-3-ultra |
-| `@ContextCompressor` | Intelligently manages token budget by summarizing conversation history, preserving critical State, and pruning redundant information before context overflow occurs. | ollama-cloud/nemotron-3-ultra |
-| `@PatternMatcher` | Proactively finds similar successful solutions from past projects BEFORE work starts, providing recommendations instead of just duplicate detection. | ollama-cloud/nemotron-3-ultra |
-| `@StakeholderBridge` | Translates technical outputs into business language for non-technical stakeholders, generates executive summaries and progress reports. | ollama-cloud/nemotron-3-ultra |
+| `@IntakeAgent` | Conversational interface — receives natural language from users, clarifies ambiguous requirements, produces structured tasks for orchestrator. | ollama-cloud/nemotron-3-super |
+| `@ContextCompressor` | Intelligently manages token budget by summarizing conversation history, preserving critical State, and pruning redundant information before context overflow occurs. | ollama-cloud/nemotron-3-super |
+| `@PatternMatcher` | Proactively finds similar successful solutions from past projects BEFORE work starts, providing recommendations instead of just duplicate detection. | ollama-cloud/nemotron-3-super |
+| `@StakeholderBridge` | Translates technical outputs into business language for non-technical stakeholders, generates executive summaries and progress reports. | ollama-cloud/nemotron-3-super |
 | `@RequirementRefiner` | Converts vague ideas and bug reports into strict User Stories with acceptance criteria checklists. | ollama-cloud/minimax-m3 |
 | `@HistoryMiner` | Analyzes git history to find duplicates and past solutions, preventing regression and duplicate work. | ollama-cloud/deepseek-v4-flash:0731 |
 | `@SystemAnalyst` | Designs technical specifications, data schemas, and API contracts before implementation. | ollama-cloud/minimax-m3 |
-| `@SdetEngineer` | Writes tests following TDD methodology. | ollama-cloud/kimi-k2.7-code |
+| `@SdetEngineer` | Writes tests following TDD methodology. | ollama-cloud/nemotron-3-super |
 | `@LeadDeveloper` | Primary code writer for backend and core logic. | ollama-cloud/deepseek-v4-pro |
-| `@FrontendDeveloper` | Handles UI implementation with multimodal capabilities. | ollama-cloud/qwen3.5:397b |
+| `@FrontendDeveloper` | Handles UI implementation with multimodal capabilities. | ollama-cloud/deepseek-v4-flash:0731 |
 | `@BackendDeveloper` | Backend specialist for Node. | ollama-cloud/deepseek-v4-pro |
-| `@GoDeveloper` | Go backend specialist for Gin, Echo, APIs, and database integration. | ollama-cloud/kimi-k2.7-code |
-| `@DevopsEngineer` | DevOps specialist for Docker, Kubernetes, CI/CD pipeline automation, and infrastructure management. | ollama-cloud/minimax-m3 |
-| `@CodeSkeptic` | Adversarial code reviewer. | ollama-cloud/kimi-k2.7-code |
-| `@TheFixer` | Iteratively fixes bugs based on specific error reports and test failures. | ollama-cloud/kimi-k2.7-code |
-| `@PerformanceEngineer` | Reviews code for performance issues. | ollama-cloud/minimax-m3 |
-| `@SecurityAuditor` | Scans for security vulnerabilities, OWASP Top 10, dependency CVEs, and hardcoded secrets. | ollama-cloud/kimi-k2.7-code |
-| `@VisualTester` | Visual regression testing agent that compares screenshots and detects UI differences using pixelmatch and image diff. | ollama-cloud/kimi-k2.7-code |
+| `@GoDeveloper` | Go backend specialist for Gin, Echo, APIs, and database integration. | ollama-cloud/nemotron-3-super |
+| `@DevopsEngineer` | DevOps specialist for Docker, Kubernetes, CI/CD pipeline automation, and infrastructure management. | ollama-cloud/nemotron-3-super |
+| `@CodeSkeptic` | Adversarial code reviewer. | ollama-cloud/nemotron-3-super |
+| `@TheFixer` | Iteratively fixes bugs based on specific error reports and test failures. | ollama-cloud/nemotron-3-super |
+| `@PerformanceEngineer` | Reviews code for performance issues. | ollama-cloud/nemotron-3-super |
+| `@SecurityAuditor` | Scans for security vulnerabilities, OWASP Top 10, dependency CVEs, and hardcoded secrets. | ollama-cloud/nemotron-3-super |
+| `@VisualTester` | Visual regression testing agent that compares screenshots and detects UI differences using pixelmatch and image diff. | ollama-cloud/nemotron-3-super |
 | `@Orchestrator` | Main dispatcher. | ollama-cloud/deepseek-v4-flash:0731 |
 | `@ReleaseManager` | Manages git operations, semantic versioning, branching, and deployments. | ollama-cloud/deepseek-v4-flash:0731 |
 | `@Evaluator` | Scores agent effectiveness after task completion for continuous improvement. | ollama-cloud/glm-5.2 |
-| `@PromptOptimizer` | Improves agent system prompts based on performance failures. | ollama-cloud/minimax-m3 |
-| `@ProductOwner` | Manages issue checklists, status labels, tracks progress and coordinates with human users. | ollama-cloud/nemotron-3-ultra |
-| `@AgentArchitect` | Creates, modifies, and reviews new agents, workflows, and skills based on capability gap analysis. | ollama-cloud/minimax-m3 |
-| `@CapabilityAnalyst` | Analyzes task requirements against available agents, workflows, and skills. | ollama-cloud/minimax-m3 |
-| `@WorkflowArchitect` | Creates and maintains workflow definitions with complete architecture, Gitea integration, and quality gates. | ollama-cloud/minimax-m3 |
-| `@MarkdownValidator` | Validates and corrects Markdown descriptions for Gitea issues. | ollama-cloud/nemotron-3-ultra |
-| `@BrowserAutomation` | Browser automation agent using Playwright MCP for E2E testing, form filling, navigation, and web interaction. | ollama-cloud/kimi-k2.7-code |
-| `@Planner` | Advanced task planner using Chain of Thought, Tree of Thoughts, and Plan-Execute-Reflect. | ollama-cloud/minimax-m3 |
-| `@Reflector` | Self-reflection agent using Reflexion pattern - learns from mistakes. | ollama-cloud/minimax-m3 |
-| `@MemoryManager` | Manages agent memory systems - short-term (context), long-term (vector store), and episodic (experiences). | ollama-cloud/minimax-m3 |
+| `@PromptOptimizer` | Improves agent system prompts based on performance failures. | ollama-cloud/nemotron-3-super |
+| `@ProductOwner` | Manages issue checklists, status labels, tracks progress and coordinates with human users. | ollama-cloud/nemotron-3-super |
+| `@AgentArchitect` | Creates, modifies, and reviews new agents, workflows, and skills based on capability gap analysis. | ollama-cloud/nemotron-3-super |
+| `@CapabilityAnalyst` | Analyzes task requirements against available agents, workflows, and skills. | ollama-cloud/nemotron-3-super |
+| `@WorkflowArchitect` | Creates and maintains workflow definitions with complete architecture, Gitea integration, and quality gates. | ollama-cloud/nemotron-3-super |
+| `@MarkdownValidator` | Validates and corrects Markdown descriptions for Gitea issues. | ollama-cloud/nemotron-3-super |
+| `@BrowserAutomation` | Browser automation agent using Playwright MCP for E2E testing, form filling, navigation, and web interaction. | ollama-cloud/nemotron-3-super |
+| `@Planner` | Advanced task planner using Chain of Thought, Tree of Thoughts, and Plan-Execute-Reflect. | ollama-cloud/nemotron-3-super |
+| `@Reflector` | Self-reflection agent using Reflexion pattern - learns from mistakes. | ollama-cloud/nemotron-3-super |
+| `@MemoryManager` | Manages agent memory systems - short-term (context), long-term (vector store), and episodic (experiences). | ollama-cloud/nemotron-3-super |
 | `@ArchitectIndexer` | Indexes and maps project codebase architecture into . | ollama-cloud/deepseek-v4-flash:0731 |
-| `@FlutterDeveloper` | Flutter mobile specialist for cross-platform apps, state management, and UI components. | ollama-cloud/qwen3.5:397b |
-| `@PhpDeveloper` | PHP specialist for Laravel, Symfony, WordPress, and modular architecture. | ollama-cloud/deepseek-v4-pro |
-| `@PipelineJudge` | Automated pipeline judge. | ollama-cloud/kimi-k2.7-code |
-| `@PythonDeveloper` | Python specialist for Django, FastAPI, data processing, and ML pipelines. | ollama-cloud/deepseek-v4-pro |
-| `@IncidentResponder` | Server incident response and system hardening specialist. | ollama-cloud/minimax-m3 |
+| `@FlutterDeveloper` | Flutter mobile specialist for cross-platform apps, state management, and UI components. | ollama-cloud/deepseek-v4-flash:0731 |
+| `@PhpDeveloper` | PHP specialist for Laravel, Symfony, WordPress, and modular architecture. | ollama-cloud/nemotron-3-super |
+| `@PipelineJudge` | Automated pipeline judge. | ollama-cloud/nemotron-3-super |
+| `@PythonDeveloper` | Python specialist for Django, FastAPI, data processing, and ML pipelines. | ollama-cloud/nemotron-3-super |
+| `@IncidentResponder` | Server incident response and system hardening specialist. | ollama-cloud/nemotron-3-super |
 | `@WorkflowCrossChecker` | Workflow cross-checker and process inspector. | ollama-cloud/glm-5.2 |
 | `@EvolutionSkeptic` | Evaluates model responses against role-specific rubrics with detailed scoring and commentary. | ollama-cloud/glm-5.2 |
-| `@EvolutionPrompt` | Generates role-specific stress-test prompts by analyzing agent definitions. | ollama-cloud/minimax-m3 |
-| `@SmartadminBuilder` | SmartAdmin template builder — generates and edits admin panel EJS templates using the 721-component SmartAdmin library. | ollama-cloud/qwen3.5:397b |
+| `@EvolutionPrompt` | Generates role-specific stress-test prompts by analyzing agent definitions. | ollama-cloud/nemotron-3-super |
+| `@SmartadminBuilder` | SmartAdmin template builder — generates and edits admin panel EJS templates using the 721-component SmartAdmin library. | ollama-cloud/deepseek-v4-flash:0731 |
 | `@SmartadminVizAgent` | Data visualization specialist for SmartAdmin. | ollama-cloud/deepseek-v4-flash:0731 |
 | `@SmartadminNotifyAgent` | Notification/feedback UI specialist for SmartAdmin. | ollama-cloud/deepseek-v4-flash:0731 |
-| `@SmartadminFormAgent` | Form engine specialist for SmartAdmin. | ollama-cloud/qwen3.5:397b |
-| `@SmartadminInteractiveAgent` | Interactive elements specialist for SmartAdmin. | ollama-cloud/kimi-k2.7-code |
+| `@SmartadminFormAgent` | Form engine specialist for SmartAdmin. | ollama-cloud/deepseek-v4-flash:0731 |
+| `@SmartadminInteractiveAgent` | Interactive elements specialist for SmartAdmin. | ollama-cloud/nemotron-3-super |



@@ -584,20 +584,20 @@ Provider availability depends on configuration. Common providers include:
 |---------|-------------|-------|
 | `/status` | Check pipeline status for issue. | ollama-cloud/qwen3.5:397b |
 | `/evaluate` | Generate performance report. | ollama-cloud/gpt-oss:120b |
-| `/plan` | Creates detailed task plans. | ollama-cloud/deepseek-v4-pro |
+| `/plan` | Creates detailed task plans. | ollama-cloud/nemotron-3-super |
 | `/ask` | Answers codebase questions. | ollama-cloud/qwen3.5:397b |
 | `/debug` | Analyzes and fixes bugs. | ollama-cloud/gpt-oss:20b |
-| `/code` | Quick code generation. | ollama-cloud/deepseek-v4-pro |
+| `/code` | Quick code generation. | ollama-cloud/nemotron-3-super |
 | `/research` | Run research and self-improvement. | ollama-cloud/kimi-k2.7-code |
 | `/feature` | Full feature development pipeline. | ollama-cloud/deepseek-v4-pro |
-| `/hotfix` | Hotfix workflow. | ollama-cloud/deepseek-v4-pro |
+| `/hotfix` | Hotfix workflow. | ollama-cloud/nemotron-3-super |
 | `/review` | Code review workflow. | ollama-cloud/kimi-k2.7-code |
 | `/review-watcher` | Auto-validate review results. | ollama-cloud/kimi-k2.7-code |
 | `/workflow` | Run complete workflow with quality gates. | ollama-cloud/kimi-k2.7-code |
 | `/landing-page` | Create landing page CMS from HTML mockups. | ollama-cloud/qwen3.5:397b |
-| `/commerce` | Create e-commerce site with products, cart, payments. | ollama-cloud/deepseek-v4-pro |
-| `/blog` | Create blog/CMS with posts, comments, SEO. | ollama-cloud/deepseek-v4-pro |
-| `/booking` | Create booking system for services/appointments. | ollama-cloud/deepseek-v4-pro |
+| `/commerce` | Create e-commerce site with products, cart, payments. | ollama-cloud/nemotron-3-super |
+| `/blog` | Create blog/CMS with posts, comments, SEO. | ollama-cloud/nemotron-3-super |
+| `/booking` | Create booking system for services/appointments. | ollama-cloud/nemotron-3-super |
 | `/evolve-agent` | Pre-deployment role-fit testing — evaluate which model best fits a specific agent role via stress-test prompts and rubric scoring. | ollama-cloud/kimi-k2.7-code |


--- a/.kilo/agents/agent-architect.md
+++ b/.kilo/agents/agent-architect.md
@@ -1,7 +1,7 @@
 ---
 name: Agent Architect
 mode: all
-model: ollama-cloud/minimax-m3
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 description: Creates, modifies, and reviews new agents, workflows, and skills based on capability gap analysis. Tier 2 meta-agent with self-cascade enabled.
 color: "#8B5CF6"
--- a/.kilo/agents/browser-automation.md
+++ b/.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: all
-model: ollama-cloud/kimi-k2.7-code
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 permission:
  read: allow
--- a/.kilo/agents/capability-analyst.md
+++ b/.kilo/agents/capability-analyst.md
@@ -1,7 +1,7 @@
 ---
 description: Analyzes task requirements against available agents, workflows, and skills. Identifies gaps and recommends new components. Tier 2 meta-agent with self-cascade enabled.
 mode: all
-model: ollama-cloud/minimax-m3
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#6366F1"
 permission:
--- a/.kilo/agents/code-skeptic.md
+++ b/.kilo/agents/code-skeptic.md
@@ -1,7 +1,7 @@
 ---
 description: Adversarial code reviewer. Finds problems and issues. Does NOT suggest implementations (GNS-2 Tier 0)
 mode: all
-model: ollama-cloud/kimi-k2.7-code
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#E11D48"
 permission:
--- a/.kilo/agents/context-compressor.md
+++ b/.kilo/agents/context-compressor.md
@@ -1,7 +1,7 @@
 ---
 description: Intelligently manages token budget by summarizing conversation history, preserving critical State, and pruning redundant information before context overflow occurs
 mode: subagent
-model: ollama-cloud/nemotron-3-ultra
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#7C3AED"
 permission:
--- a/.kilo/agents/devops-engineer.md
+++ b/.kilo/agents/devops-engineer.md
@@ -1,7 +1,7 @@
 ---
 description: DevOps specialist for Docker, Kubernetes, CI/CD pipeline automation, and infrastructure management (GNS-2 Tier 1)
 mode: all
-model: ollama-cloud/minimax-m3
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#FF6B35"
 permission:
--- a/.kilo/agents/evolution-prompt.md
+++ b/.kilo/agents/evolution-prompt.md
@@ -1,7 +1,7 @@
 ---
 description: Generates role-specific stress-test prompts by analyzing agent definitions. Reads .kilo/agents/*.md to create adversarial test scenarios that validate role adherence, edge-case handling, and instruction following. (GNS-2 Tier 1)
 mode: all
-model: ollama-cloud/minimax-m3
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#FF6B00"
 permission:
--- a/.kilo/agents/flutter-developer.md
+++ b/.kilo/agents/flutter-developer.md
@@ -1,7 +1,7 @@
 ---
 description: Flutter mobile specialist for cross-platform apps, state management, and UI components
 mode: all
-model: ollama-cloud/qwen3.5:397b
+model: ollama-cloud/deepseek-v4-flash:0731
 variant: thinking
 color: "#02569B"
 permission:
--- a/.kilo/agents/frontend-developer.md
+++ b/.kilo/agents/frontend-developer.md
@@ -1,7 +1,7 @@
 ---
 description: Handles UI implementation with multimodal capabilities. Accepts visual references like screenshots and mockups. Follows landing-design-interpretation skill for visual/contrast/color tasks on landing pages (MANDATORY measurement-first protocol)
 mode: all
-model: ollama-cloud/qwen3.5:397b
+model: ollama-cloud/deepseek-v4-flash:0731
 variant: thinking
 color: "#0EA5E9"
 permission:
--- a/.kilo/agents/go-developer.md
+++ b/.kilo/agents/go-developer.md
@@ -1,7 +1,7 @@
 ---
 description: Go backend specialist for Gin, Echo, APIs, and database integration (GNS-2 Tier 1)
 mode: all
-model: ollama-cloud/kimi-k2.7-code
+model: ollama-cloud/nemotron-3-super
 color: "#00ADD8"
 permission:
  read: allow
--- a/.kilo/agents/incident-responder.md
+++ b/.kilo/agents/incident-responder.md
@@ -1,7 +1,7 @@
 ---
 description: Server incident response and system hardening specialist. Handles live forensics, malware removal, persistence hunting, SSH-based server cleanup, and post-incident hardening. Works with any OS and panel.
 mode: all
-model: ollama-cloud/minimax-m3
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#B91C1C"
 permission:
--- a/.kilo/agents/intake-agent.md
+++ b/.kilo/agents/intake-agent.md
@@ -1,7 +1,7 @@
 ---
 description: Conversational interface — receives natural language from users, clarifies ambiguous requirements, produces structured tasks for orchestrator
 mode: all
-model: ollama-cloud/nemotron-3-ultra
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#0891B2"
 permission:
--- a/.kilo/agents/markdown-validator.md
+++ b/.kilo/agents/markdown-validator.md
@@ -1,7 +1,7 @@
 ---
 description: Validates and corrects Markdown descriptions for Gitea issues
 mode: subagent
-model: ollama-cloud/nemotron-3-ultra
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 permission:
  bash: ask
--- a/.kilo/agents/memory-manager.md
+++ b/.kilo/agents/memory-manager.md
@@ -1,7 +1,7 @@
 ---
 description: Manages agent memory systems - short-term (context), long-term (vector store), and episodic (experiences)
 mode: subagent
-model: ollama-cloud/minimax-m3
+model: ollama-cloud/nemotron-3-super
 color: "#8B5CF6"
 permission:
  bash: ask
--- a/.kilo/agents/pattern-matcher.md
+++ b/.kilo/agents/pattern-matcher.md
@@ -1,7 +1,7 @@
 ---
 description: Proactively finds similar successful solutions from past projects BEFORE work starts, providing recommendations instead of just duplicate detection
 mode: subagent
-model: ollama-cloud/nemotron-3-ultra
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#059669"
 permission:
--- a/.kilo/agents/performance-engineer.md
+++ b/.kilo/agents/performance-engineer.md
@@ -1,7 +1,7 @@
 ---
 description: Reviews code for performance issues. Focuses on efficiency, N+1 queries, memory leaks, and algorithmic complexity (GNS-2 Tier 0)
 mode: all
-model: ollama-cloud/minimax-m3
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#0D9488"
 permission:
--- a/.kilo/agents/php-developer.md
+++ b/.kilo/agents/php-developer.md
@@ -1,7 +1,7 @@
 ---
 description: PHP specialist for Laravel, Symfony, WordPress, and modular architecture
 mode: all
-model: ollama-cloud/deepseek-v4-pro
+model: ollama-cloud/nemotron-3-super
 color: "#8B5CF6"
 permission:
  read: allow
--- a/.kilo/agents/pipeline-judge.md
+++ b/.kilo/agents/pipeline-judge.md
@@ -1,7 +1,7 @@
 ---
 description: Automated pipeline judge. Evaluates workflow execution by running tests, measuring token cost and wall-clock time. Produces objective fitness scores. Never writes code - only measures and scores.
 mode: all
-model: ollama-cloud/kimi-k2.7-code
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#DC2626"
 permission:
--- a/.kilo/agents/planner.md
+++ b/.kilo/agents/planner.md
@@ -1,7 +1,7 @@
 ---
 description: Advanced task planner using Chain of Thought, Tree of Thoughts, and Plan-Execute-Reflect
 mode: subagent
-model: ollama-cloud/minimax-m3
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#F59E0B"
 permission:
--- a/.kilo/agents/product-owner.md
+++ b/.kilo/agents/product-owner.md
@@ -1,7 +1,7 @@
 ---
 description: Manages issue checklists, status labels, tracks progress and coordinates with human users
 mode: all
-model: ollama-cloud/nemotron-3-ultra
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 permission:
  read: allow
--- a/.kilo/agents/prompt-optimizer.md
+++ b/.kilo/agents/prompt-optimizer.md
@@ -1,7 +1,7 @@
 ---
 description: Improves agent system prompts based on performance failures. Meta-learner for prompt optimization
 mode: subagent
-model: ollama-cloud/minimax-m3
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 permission:
  bash: ask
--- a/.kilo/agents/python-developer.md
+++ b/.kilo/agents/python-developer.md
@@ -1,7 +1,7 @@
 ---
 description: Python specialist for Django, FastAPI, data processing, and ML pipelines
 mode: all
-model: ollama-cloud/deepseek-v4-pro
+model: ollama-cloud/nemotron-3-super
 color: "#3776AB"
 permission:
  read: allow
--- a/.kilo/agents/reflector.md
+++ b/.kilo/agents/reflector.md
@@ -1,7 +1,7 @@
 ---
 description: Self-reflection agent using Reflexion pattern - learns from mistakes
 mode: subagent
-model: ollama-cloud/minimax-m3
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#10B981"
 permission:
--- a/.kilo/agents/sdet-engineer.md
+++ b/.kilo/agents/sdet-engineer.md
@@ -1,7 +1,7 @@
 ---
 description: Writes tests following TDD methodology. Tests MUST fail initially (Red phase) (GNS-2 Tier 1)
 mode: all
-model: ollama-cloud/kimi-k2.7-code
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#8B5CF6"
 permission:
--- a/.kilo/agents/security-auditor.md
+++ b/.kilo/agents/security-auditor.md
@@ -1,7 +1,7 @@
 ---
 description: Scans for security vulnerabilities, OWASP Top 10, dependency CVEs, and hardcoded secrets (GNS-2 Tier 0)
 mode: all
-model: ollama-cloud/kimi-k2.7-code
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#DC2626"
 permission:
--- a/.kilo/agents/smartadmin-builder.md
+++ b/.kilo/agents/smartadmin-builder.md
@@ -1,7 +1,7 @@
 ---
 description: SmartAdmin template builder — generates and edits admin panel EJS templates using the 721-component SmartAdmin library. Understands component classes, page structure, and produces backend-ready frontend pages.
 mode: subagent
-model: ollama-cloud/qwen3.5:397b
+model: ollama-cloud/deepseek-v4-flash:0731
 variant: thinking
 variant_strategy: task_size_based
 color: "#2563EB"
--- a/.kilo/agents/smartadmin-form-agent.md
+++ b/.kilo/agents/smartadmin-form-agent.md
@@ -1,7 +1,7 @@
 ---
 description: Form engine specialist for SmartAdmin. Generates complete form HTML with validation attributes and JS handlers using Bootstrap form groups, Select2, datepickers, and form wizards.
 mode: subagent
-model: ollama-cloud/qwen3.5:397b
+model: ollama-cloud/deepseek-v4-flash:0731
 variant: thinking
 variant_strategy: task_size_based
 color: "#10B981"
--- a/.kilo/agents/smartadmin-interactive-agent.md
+++ b/.kilo/agents/smartadmin-interactive-agent.md
@@ -1,7 +1,7 @@
 ---
 description: Interactive elements specialist for SmartAdmin. Generates HTML element snippets and event handler JS for buttons, dropdowns, nav-tabs, collapse, and modal triggers.
 mode: subagent
-model: ollama-cloud/kimi-k2.7-code
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 variant_strategy: task_size_based
 color: "#8B5CF6"
--- a/.kilo/agents/stakeholder-bridge.md
+++ b/.kilo/agents/stakeholder-bridge.md
@@ -1,7 +1,7 @@
 ---
 description: Translates technical outputs into business language for non-technical stakeholders, generates executive summaries and progress reports
 mode: subagent
-model: ollama-cloud/nemotron-3-ultra
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#DC2626"
 permission:
--- a/.kilo/agents/the-fixer.md
+++ b/.kilo/agents/the-fixer.md
@@ -1,7 +1,7 @@
 ---
 description: Iteratively fixes bugs based on specific error reports and test failures (GNS-2 Tier 1)
 mode: all
-model: ollama-cloud/kimi-k2.7-code
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#F59E0B"
 permission:
--- a/.kilo/agents/visual-tester.md
+++ b/.kilo/agents/visual-tester.md
@@ -1,7 +1,7 @@
 ---
 description: Strategy-aware visual testing orchestrator. Selects between vlmkit, vrt, and Midscene.js based on issue content. Runs in Docker only. Requires visual-testing and docker-visual-testing skills.
 mode: all
-model: ollama-cloud/kimi-k2.7-code
+model: ollama-cloud/nemotron-3-super
 color: "#DC2626"
 variant: thinking
 permission:
--- a/.kilo/agents/workflow-architect.md
+++ b/.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/minimax-m3
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 permission:
  bash: ask
--- a/.kilo/capability-index.yaml
+++ b/.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]