feat:apply model recommendations - 18 agents migrated to kimi-k2.6\n\nSources from agent-evolution/data/evolution.json\nAgents: architect-indexer, backend-developer, browser-automation,\n code-skeptic, evaluator, flutter-developer, frontend-developer,\n history-miner, lead-developer, markdown-validator, php-developer,\n product-owner, prompt-optimizer, python-developer,\n requirement-refiner, sdet-engineer, visual-tester,\n workflow-architect\nAlso synced 4 agents via sync-agents.cjs

.kilo/agents/architect-indexer.md

@@ -1,7 +1,7 @@
 ---
 description: Indexes and maps project codebase architecture into .architect/ directory. Creates and maintains structured documentation of entities, APIs, DB schema, file graphs, and conventions. (GNS-2 Tier 0)
 mode: subagent
-model: ollama-cloud/glm-5.1
+model: ollama-cloud/kimi-k2.6
 variant: thinking
 color: "#10B981"
 permission:

.kilo/agents/backend-developer.md

@@ -1,7 +1,7 @@
 ---
 description: Backend specialist for Node.js, Express, APIs, and database integration (GNS-2 Tier 1)
 mode: subagent
-model: ollama-cloud/qwen3-coder:480b
+model: ollama-cloud/kimi-k2.6
 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 (GNS-2 Tier 0)
 mode: subagent
-model: ollama-cloud/deepseek-v4-flash
+model: ollama-cloud/kimi-k2.6
 color: "#1E88E5"
 permission:
   read: allow

.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: subagent
-model: ollama-cloud/deepseek-v4-pro-max
+model: ollama-cloud/glm-5.1
 color: "#6366F1"
 permission:
   read: allow

.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: subagent
-model: ollama-cloud/minimax-m2.5
+model: ollama-cloud/kimi-k2.6
 color: "#E11D48"
 permission:
   read: allow

.kilo/agents/evaluator.md

@@ -1,7 +1,7 @@
 ---
 description: Scores agent effectiveness after task completion for continuous improvement. Tier 2 meta-agent with self-cascade enabled.
 mode: subagent
-model: ollama-cloud/qwen3.5-122b
+model: ollama-cloud/kimi-k2.6
 variant: thinking
 color: "#047857"
 permission:

.kilo/agents/flutter-developer.md

@@ -1,7 +1,7 @@
 ---
 description: Flutter mobile specialist for cross-platform apps, state management, and UI components (GNS-2 Tier 1)
 mode: subagent
-model: ollama-cloud/qwen3-coder:480b
+model: ollama-cloud/kimi-k2.6
 color: "#02569B"
 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 (GNS-2 Tier 1)
 mode: all
-model: ollama-cloud/minimax-m2.5
+model: ollama-cloud/kimi-k2.6
 color: "#0EA5E9"
 permission:
   read: allow

.kilo/agents/history-miner.md

@@ -1,7 +1,7 @@
 ---
 description: Analyzes git history to find duplicates and past solutions, preventing regression and duplicate work (GNS-2 Tier 0)
 mode: subagent
-model: ollama-cloud/qwen3.5-122b
+model: ollama-cloud/kimi-k2.6
 color: "#059669"
 permission:
   read: allow

.kilo/agents/lead-developer.md

@@ -1,7 +1,7 @@
 ---
 description: Primary code writer for backend and core logic. Writes implementation to pass tests (GNS-2 Tier 1)
 mode: subagent
-model: ollama-cloud/qwen3-coder:480b
+model: ollama-cloud/kimi-k2.6
 variant: thinking
 color: "#DC2626"
 permission:

.kilo/agents/markdown-validator.md

@@ -1,7 +1,7 @@
 ---
 description: Validates and corrects Markdown descriptions for Gitea issues (GNS-2 Tier 0)
 mode: subagent
-model: ollama-cloud/nemotron-3-nano
+model: ollama-cloud/kimi-k2.6
 color: "#F97316"
 permission:
   read: allow

.kilo/agents/php-developer.md

@@ -1,7 +1,7 @@
 ---
 description: PHP backend specialist for Laravel, Symfony, WordPress, and full-stack web applications (GNS-2 Tier 1)
 mode: subagent
-model: ollama-cloud/qwen3-coder:480b
+model: ollama-cloud/kimi-k2.6
 variant: thinking
 color: "#8B5CF6"
 permission:

.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. (GNS-2 Tier 0)
 mode: subagent
-model: ollama-cloud/kimi-k2.6
+model: ollama-cloud/glm-5.1
 color: "#DC2626"
 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 (GNS-2 Tier 1)
 mode: subagent
-model: ollama-cloud/glm-5.1
+model: ollama-cloud/kimi-k2.6
 color: "#EA580C"
 permission:
   read: allow

.kilo/agents/prompt-optimizer.md

@@ -1,7 +1,7 @@
 ---
 description: Improves agent system prompts based on performance failures. Meta-learner for prompt optimization (GNS-2 Tier 1)
 mode: subagent
-model: ollama-cloud/qwen3.5-122b
+model: ollama-cloud/kimi-k2.6
 color: "#BE185D"
 permission:
   read: allow

.kilo/agents/python-developer.md

@@ -1,7 +1,7 @@
 ---
 description: Python backend specialist for Django, FastAPI, data science, and API development (GNS-2 Tier 1)
 mode: subagent
-model: ollama-cloud/qwen3-coder:480b
+model: ollama-cloud/kimi-k2.6
 variant: thinking
 color: "#3776AB"
 permission:

.kilo/agents/release-manager.md

@@ -1,7 +1,7 @@
 ---
 description: Manages git operations, semantic versioning, branching, and deployments. Ensures clean history (GNS-2 Tier 1)
 mode: subagent
-model: ollama-cloud/kimi-k2.6
+model: ollama-cloud/glm-5.1
 color: "#581C87"
 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 (GNS-2 Tier 1)
 mode: all
-model: ollama-cloud/kimi-k2-thinking
+model: ollama-cloud/kimi-k2.6
 variant: thinking
 color: "#4F46E5"
 permission:

.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/qwen3-coder:480b
+model: ollama-cloud/kimi-k2.6
 variant: thinking
 color: "#8B5CF6"
 permission:

.kilo/agents/system-analyst.md

@@ -1,7 +1,7 @@
 ---
 description: Designs technical specifications, data schemas, and API contracts before implementation (GNS-2 Tier 1)
 mode: subagent
-model: ollama-cloud/deepseek-v4-pro-max
+model: ollama-cloud/glm-5.1
 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 (GNS-2 Tier 0)
 mode: subagent
-model: ollama-cloud/qwen3-coder:480b
+model: ollama-cloud/kimi-k2.6
 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 (GNS-2 Tier 1)
 mode: subagent
-model: ollama-cloud/qwen3.5-122b
+model: ollama-cloud/kimi-k2.6
 variant: thinking
 color: "#EC4899"
 permission:

kilo-meta.json

@@ -1,12 +1,12 @@
 {
   "$schema": "https://app.kilo.ai/config.json",
   "metaVersion": "1.0.0",
-  "lastSync": "2026-04-27T11:07:02.592Z",
+  "lastSync": "2026-05-27T12:37:47.564Z",
   "agents": {
     "requirement-refiner": {
       "file": ".kilo/agents/requirement-refiner.md",
       "description": "Converts vague ideas and bug reports into strict User Stories with acceptance criteria checklists",
-      "model": "ollama-cloud/kimi-k2-thinking",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "all",
       "color": "#4F46E5",
       "category": "core"
@@ -14,7 +14,7 @@
     "history-miner": {
       "file": ".kilo/agents/history-miner.md",
       "description": "Analyzes git history to find duplicates and past solutions, preventing regression and duplicate work",
-      "model": "ollama-cloud/nemotron-3-super",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "subagent",
       "category": "core"
     },
@@ -28,7 +28,7 @@
     "sdet-engineer": {
       "file": ".kilo/agents/sdet-engineer.md",
       "description": "Writes tests following TDD methodology. Tests MUST fail initially (Red phase)",
-      "model": "ollama-cloud/qwen3-coder:480b",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "all",
       "color": "#8B5CF6",
       "category": "core"
@@ -36,7 +36,7 @@
     "lead-developer": {
       "file": ".kilo/agents/lead-developer.md",
       "description": "Primary code writer for backend and core logic. Writes implementation to pass tests",
-      "model": "ollama-cloud/qwen3-coder:480b",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "subagent",
       "color": "#DC2626",
       "category": "core"
@@ -44,7 +44,7 @@
     "frontend-developer": {
       "file": ".kilo/agents/frontend-developer.md",
       "description": "Handles UI implementation with multimodal capabilities. Accepts visual references like screenshots and mockups",
-      "model": "ollama-cloud/minimax-m2.5",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "all",
       "color": "#0EA5E9",
       "category": "core"
@@ -52,7 +52,7 @@
     "backend-developer": {
       "file": ".kilo/agents/backend-developer.md",
       "description": "Backend specialist for Node.js, Express, APIs, and database integration",
-      "model": "ollama-cloud/qwen3-coder:480b",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "subagent",
       "color": "#10B981",
       "category": "core"
@@ -76,7 +76,7 @@
     "code-skeptic": {
       "file": ".kilo/agents/code-skeptic.md",
       "description": "Adversarial code reviewer. Finds problems and issues. Does NOT suggest implementations",
-      "model": "ollama-cloud/minimax-m2.5",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "subagent",
       "color": "#E11D48",
       "category": "quality"
@@ -108,7 +108,7 @@
     "visual-tester": {
       "file": ".kilo/agents/visual-tester.md",
       "description": "Visual regression testing agent that compares screenshots and detects UI differences using pixelmatch and image diff",
-      "model": "ollama-cloud/qwen3-coder:480b",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "subagent",
       "category": "quality"
     },
@@ -130,7 +130,7 @@
     "evaluator": {
       "file": ".kilo/agents/evaluator.md",
       "description": "Scores agent effectiveness after task completion for continuous improvement",
-      "model": "ollama-cloud/glm-5.1",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "subagent",
       "color": "#047857",
       "category": "meta"
@@ -138,14 +138,14 @@
     "prompt-optimizer": {
       "file": ".kilo/agents/prompt-optimizer.md",
       "description": "Improves agent system prompts based on performance failures. Meta-learner for prompt optimization",
-      "model": "ollama-cloud/qwen3.5-122b",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "subagent",
       "category": "meta"
     },
     "product-owner": {
       "file": ".kilo/agents/product-owner.md",
       "description": "Manages issue checklists, status labels, tracks progress and coordinates with human users",
-      "model": "ollama-cloud/glm-5.1",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "subagent",
       "category": "meta"
     },
@@ -166,21 +166,21 @@
     "workflow-architect": {
       "file": ".kilo/agents/workflow-architect.md",
       "description": "Creates and maintains workflow definitions with complete architecture, Gitea integration, and quality gates",
-      "model": "ollama-cloud/glm-5.1",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "subagent",
       "category": "meta"
     },
     "markdown-validator": {
       "file": ".kilo/agents/markdown-validator.md",
       "description": "Validates and corrects Markdown descriptions for Gitea issues",
-      "model": "ollama-cloud/deepseek-v4-pro-max",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "subagent",
       "category": "meta"
     },
     "browser-automation": {
       "file": ".kilo/agents/browser-automation.md",
       "description": "Browser automation agent using Playwright MCP for E2E testing, form filling, navigation, and web interaction",
-      "model": "ollama-cloud/qwen3-coder:480b",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "subagent",
       "category": "testing"
     },
@@ -211,7 +211,7 @@
     "architect-indexer": {
       "file": ".kilo/agents/architect-indexer.md",
       "description": "Indexes and maps project codebase architecture into .architect/ directory",
-      "model": "ollama-cloud/glm-5.1",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "subagent",
       "color": "#10B981",
       "category": "core"
@@ -219,7 +219,7 @@
     "flutter-developer": {
       "file": ".kilo/agents/flutter-developer.md",
       "description": "Flutter mobile specialist for cross-platform apps, state management, and UI components",
-      "model": "ollama-cloud/qwen3-coder:480b",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "subagent",
       "color": "#02569B",
       "category": "core"
@@ -227,7 +227,7 @@
     "php-developer": {
       "file": ".kilo/agents/php-developer.md",
       "description": "PHP specialist for Laravel, Symfony, WordPress, and modular architecture",
-      "model": "ollama-cloud/qwen3-coder:480b",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "subagent",
       "color": "#8B5CF6",
       "category": "core"
@@ -243,7 +243,7 @@
     "python-developer": {
       "file": ".kilo/agents/python-developer.md",
       "description": "Python specialist for Django, FastAPI, data processing, and ML pipelines",
-      "model": "ollama-cloud/qwen3-coder:480b",
+      "model": "ollama-cloud/kimi-k2.6",
       "mode": "subagent",
       "color": "#3776AB",
       "category": "core"