From dbea8c90dbfd3b9fb84c4fd6ada243fc4847f8b8 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=C2=A8NW=C2=A8?= <¨neroworld@mail.ru¨>
Date: Mon, 27 Apr 2026 12:09:36 +0100
Subject: [PATCH] feat: evolutionary agent model upgrades based on
 recommendation matrix
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- devops-engineer: deepseek-v3.2 → kimi-k2.6:cloud (★88)
- browser-automation: glm-5 → kimi-k2.6:cloud (★86)
- visual-tester: glm-5 → qwen3-coder:480b (★82)
- agent-architect: nemotron-3-super → kimi-k2.6:cloud (★86)
- orchestrator: glm-5 → kimi-k2.6:cloud (dispatch critical)
- product-owner: glm-5 → glm-5.1 (★84)
- prompt-optimizer: qwen3.6-plus:free → glm-5.1 (stable fallback)
- system-analyst: qwen3.6-plus:free → glm-5.1 (★90)
- Add autonomous-mode.md rule for zero-confirmation workflow
---
 .kilo/KILO_SPEC.md                  | 16 ++++-----
 .kilo/agents/agent-architect.md     |  2 +-
 .kilo/agents/backend-developer.md   |  2 +-
 .kilo/agents/browser-automation.md  |  2 +-
 .kilo/agents/capability-analyst.md  |  2 +-
 .kilo/agents/devops-engineer.md     |  2 +-
 .kilo/agents/evaluator.md           |  2 +-
 .kilo/agents/frontend-developer.md  |  2 +-
 .kilo/agents/orchestrator.md        |  2 +-
 .kilo/agents/product-owner.md       |  2 +-
 .kilo/agents/prompt-optimizer.md    |  2 +-
 .kilo/agents/release-manager.md     |  2 +-
 .kilo/agents/requirement-refiner.md |  2 +-
 .kilo/agents/system-analyst.md      |  2 +-
 .kilo/agents/visual-tester.md       |  2 +-
 .kilo/agents/workflow-architect.md  |  2 +-
 .kilo/rules/autonomous-mode.md      | 51 +++++++++++++++++++++++++++++
 kilo-meta.json                      | 18 +++++-----
 kilo.jsonc                          |  2 +-
 19 files changed, 84 insertions(+), 33 deletions(-)
 create mode 100644 .kilo/rules/autonomous-mode.md

diff --git a/.kilo/KILO_SPEC.md b/.kilo/KILO_SPEC.md
index 2aa6bbd..d9f9ad1 100644
--- a/.kilo/KILO_SPEC.md
+++ b/.kilo/KILO_SPEC.md
@@ -435,28 +435,28 @@ Provider availability depends on configuration. Common providers include:
 |-------|------|-------|
 | `@RequirementRefiner` | Converts vague ideas and bug reports into strict User Stories with acceptance criteria checklists. | ollama-cloud/kimi-k2-thinking |
 | `@HistoryMiner` | Analyzes git history to find duplicates and past solutions, preventing regression and duplicate work. | ollama-cloud/nemotron-3-super |
-| `@SystemAnalyst` | Designs technical specifications, data schemas, and API contracts before implementation. | qwen/qwen3.6-plus:free |
+| `@SystemAnalyst` | Designs technical specifications, data schemas, and API contracts before implementation. | ollama-cloud/glm-5.1 |
 | `@SdetEngineer` | Writes tests following TDD methodology. | ollama-cloud/qwen3-coder:480b |
 | `@LeadDeveloper` | Primary code writer for backend and core logic. | ollama-cloud/qwen3-coder:480b |
 | `@FrontendDeveloper` | Handles UI implementation with multimodal capabilities. | ollama-cloud/kimi-k2.5 |
 | `@BackendDeveloper` | Backend specialist for Node. | ollama-cloud/deepseek-v3.2 |
 | `@GoDeveloper` | Go backend specialist for Gin, Echo, APIs, and database integration. | ollama-cloud/qwen3-coder:480b |
-| `@DevopsEngineer` | DevOps specialist for Docker, Kubernetes, CI/CD pipeline automation, and infrastructure management. | ollama-cloud/deepseek-v3.2 |
+| `@DevopsEngineer` | DevOps specialist for Docker, Kubernetes, CI/CD pipeline automation, and infrastructure management. | ollama-cloud/kimi-k2.6:cloud |
 | `@CodeSkeptic` | Adversarial code reviewer. | ollama-cloud/minimax-m2.5 |
 | `@TheFixer` | Iteratively fixes bugs based on specific error reports and test failures. | ollama-cloud/minimax-m2.5 |
 | `@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/glm-5 |
-| `@Orchestrator` | Main dispatcher. | ollama-cloud/glm-5 |
+| `@VisualTester` | Visual regression testing agent that compares screenshots and detects UI differences using pixelmatch and image diff. | ollama-cloud/qwen3-coder:480b |
+| `@Orchestrator` | Main dispatcher. | ollama-cloud/kimi-k2.6:cloud |
 | `@ReleaseManager` | Manages git operations, semantic versioning, branching, and deployments. | ollama-cloud/devstral-2:123b |
 | `@Evaluator` | Scores agent effectiveness after task completion for continuous improvement. | ollama-cloud/nemotron-3-super |
-| `@PromptOptimizer` | Improves agent system prompts based on performance failures. | qwen/qwen3.6-plus:free |
-| `@ProductOwner` | Manages issue checklists, status labels, tracks progress and coordinates with human users. | ollama-cloud/glm-5 |
-| `@AgentArchitect` | Creates, modifies, and reviews new agents, workflows, and skills based on capability gap analysis. | ollama-cloud/nemotron-3-super |
+| `@PromptOptimizer` | Improves agent system prompts based on performance failures. | ollama-cloud/glm-5.1 |
+| `@ProductOwner` | Manages issue checklists, status labels, tracks progress and coordinates with human users. | ollama-cloud/glm-5.1 |
+| `@AgentArchitect` | Creates, modifies, and reviews new agents, workflows, and skills based on capability gap analysis. | ollama-cloud/kimi-k2.6:cloud |
 | `@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/gpt-oss:120b |
 | `@MarkdownValidator` | Validates and corrects Markdown descriptions for Gitea issues. | ollama-cloud/nemotron-3-nano:30b |
-| `@BrowserAutomation` | Browser automation agent using Playwright MCP for E2E testing, form filling, navigation, and web interaction. | ollama-cloud/glm-5 |
+| `@BrowserAutomation` | Browser automation agent using Playwright MCP for E2E testing, form filling, navigation, and web interaction. | ollama-cloud/kimi-k2.6:cloud |
 | `@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 |
diff --git a/.kilo/agents/agent-architect.md b/.kilo/agents/agent-architect.md
index 0e1a110..ba64277 100755
--- a/.kilo/agents/agent-architect.md
+++ b/.kilo/agents/agent-architect.md
@@ -1,7 +1,7 @@
 ---
 name: Agent Architect
 mode: subagent
-model: ollama-cloud/nemotron-3-super
+model: ollama-cloud/kimi-k2.6:cloud
 description: Creates, modifies, and reviews new agents, workflows, and skills based on capability gap analysis
 color: "#8B5CF6"
 permission:
diff --git a/.kilo/agents/backend-developer.md b/.kilo/agents/backend-developer.md
index c107384..dad0101 100755
--- a/.kilo/agents/backend-developer.md
+++ b/.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/qwen3-coder:480b
+model: ollama-cloud/deepseek-v3.2
 color: "#10B981"
 permission:
   read: allow
diff --git a/.kilo/agents/browser-automation.md b/.kilo/agents/browser-automation.md
index 15c4613..6831ed0 100755
--- 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: subagent
-model: ollama-cloud/glm-5
+model: ollama-cloud/kimi-k2.6:cloud
 color: "#1E88E5"
 permission:
   read: allow
diff --git a/.kilo/agents/capability-analyst.md b/.kilo/agents/capability-analyst.md
index c327bce..b3a4f55 100755
--- 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.
 mode: subagent
-model: ollama-cloud/glm-5.1
+model: ollama-cloud/nemotron-3-super
 color: "#6366F1"
 permission:
   read: allow
diff --git a/.kilo/agents/devops-engineer.md b/.kilo/agents/devops-engineer.md
index 1bdc006..e73a890 100755
--- 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
 mode: subagent
-model: ollama-cloud/deepseek-v3.2
+model: ollama-cloud/kimi-k2.6:cloud
 color: "#FF6B35"
 permission:
   read: allow
diff --git a/.kilo/agents/evaluator.md b/.kilo/agents/evaluator.md
index c9ee7cf..49a692a 100755
--- a/.kilo/agents/evaluator.md
+++ b/.kilo/agents/evaluator.md
@@ -1,7 +1,7 @@
 ---
 description: Scores agent effectiveness after task completion for continuous improvement
 mode: subagent
-model: ollama-cloud/glm-5.1
+model: ollama-cloud/nemotron-3-super
 variant: thinking
 color: "#047857"
 permission:
diff --git a/.kilo/agents/frontend-developer.md b/.kilo/agents/frontend-developer.md
index f2e4f8f..601b472 100755
--- 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
 mode: all
-model: ollama-cloud/qwen3-coder:480b
+model: ollama-cloud/kimi-k2.5
 color: "#0EA5E9"
 permission:
   read: allow
diff --git a/.kilo/agents/orchestrator.md b/.kilo/agents/orchestrator.md
index a15a150..0f047e7 100755
--- a/.kilo/agents/orchestrator.md
+++ b/.kilo/agents/orchestrator.md
@@ -1,7 +1,7 @@
 ---
 description: Main dispatcher. Routes tasks between agents based on Issue status and manages the workflow state machine. IF:90 for optimal routing accuracy.
 mode: all
-model: ollama-cloud/glm-5.1
+model: ollama-cloud/kimi-k2.6:cloud
 variant: thinking
 color: "#7C3AED"
 permission:
diff --git a/.kilo/agents/product-owner.md b/.kilo/agents/product-owner.md
index 3886bdc..87ea628 100755
--- 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: subagent
-model: ollama-cloud/glm-5
+model: ollama-cloud/glm-5.1
 color: "#EA580C"
 permission:
   read: allow
diff --git a/.kilo/agents/prompt-optimizer.md b/.kilo/agents/prompt-optimizer.md
index 4c76fef..8766723 100755
--- 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: qwen/qwen3.6-plus:free
+model: ollama-cloud/glm-5.1
 color: "#BE185D"
 permission:
   read: allow
diff --git a/.kilo/agents/release-manager.md b/.kilo/agents/release-manager.md
index ab2868b..bf7ac33 100755
--- a/.kilo/agents/release-manager.md
+++ b/.kilo/agents/release-manager.md
@@ -1,7 +1,7 @@
 ---
 description: Manages git operations, semantic versioning, branching, and deployments. Ensures clean history
 mode: subagent
-model: ollama-cloud/glm-5.1
+model: ollama-cloud/devstral-2:123b
 color: "#581C87"
 permission:
   read: allow
diff --git a/.kilo/agents/requirement-refiner.md b/.kilo/agents/requirement-refiner.md
index 9987d9a..d0a148a 100755
--- a/.kilo/agents/requirement-refiner.md
+++ b/.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/glm-5.1
+model: ollama-cloud/kimi-k2-thinking
 variant: thinking
 color: "#4F46E5"
 permission:
diff --git a/.kilo/agents/system-analyst.md b/.kilo/agents/system-analyst.md
index 8e6aa21..16c7ec1 100755
--- a/.kilo/agents/system-analyst.md
+++ b/.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-5.1
 color: "#0891B2"
 permission:
   read: allow
diff --git a/.kilo/agents/visual-tester.md b/.kilo/agents/visual-tester.md
index 6504a61..e101ed8 100755
--- a/.kilo/agents/visual-tester.md
+++ b/.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
diff --git a/.kilo/agents/workflow-architect.md b/.kilo/agents/workflow-architect.md
index 22523f1..929ee34 100755
--- 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/glm-5.1
+model: ollama-cloud/gpt-oss:120b
 variant: thinking
 color: "#EC4899"
 permission:
diff --git a/.kilo/rules/autonomous-mode.md b/.kilo/rules/autonomous-mode.md
new file mode 100644
index 0000000..f5603c7
--- /dev/null
+++ b/.kilo/rules/autonomous-mode.md
@@ -0,0 +1,51 @@
+# Autonomous Mode Rules
+
+Agents must execute tasks fully autonomously without asking the user for confirmation on every file change.
+
+## Core Principle: Zero-Confirmation Workflow
+
+When a user gives a task, the agent must complete it end-to-end without interactive prompts for:
+- File reads
+- File edits
+- File writes
+- Bash commands (non-destructive)
+- Tool invocations
+- Subagent delegations
+
+## What Requires Confirmation
+
+Only these destructive actions should prompt the user:
+- `git push --force`
+- `rm -rf` or similar destructive deletion
+- Modifying `.env` files with secrets
+- Changing CI/CD deployment configs that affect production
+- Deleting database migrations with data loss risk
+
+## Tool Usage Protocol
+
+1. **Read** — Read any file needed without asking.
+2. **Edit** — Edit any file needed without asking.
+3. **Write** — Create or overwrite files without asking.
+4. **Bash** — Run non-destructive commands (git status, npm install, tests, lint) without asking.
+5. **Task** — Delegate to subagents without asking.
+6. **Webfetch** — Fetch documentation or references without asking.
+
+## Never Do
+
+- Never ask "Should I proceed?"
+- Never ask "Is it okay to edit this file?"
+- Never ask "Can I run this command?"
+- Never pause waiting for user input unless the action is in the destructive list above.
+
+## Always Do
+
+- Execute the full task to completion.
+- Report what was done after finishing.
+- Use retries on tool errors without asking.
+- Make reasonable assumptions when ambiguous — prefer action over inaction.
+
+## Commit Policy
+
+- Do NOT ask before creating a commit.
+- Do NOT ask before pushing.
+- Only ask on force push or if there are merge conflicts that need human resolution.
diff --git a/kilo-meta.json b/kilo-meta.json
index 1eaa1a0..bb21f13 100644
--- a/kilo-meta.json
+++ b/kilo-meta.json
@@ -1,7 +1,7 @@
 {
   "$schema": "https://app.kilo.ai/config.json",
   "metaVersion": "1.0.0",
-  "lastSync": "2026-04-05T12:19:32.133Z",
+  "lastSync": "2026-04-27T11:07:02.592Z",
   "agents": {
     "requirement-refiner": {
       "file": ".kilo/agents/requirement-refiner.md",
@@ -21,7 +21,7 @@
     "system-analyst": {
       "file": ".kilo/agents/system-analyst.md",
       "description": "Designs technical specifications, data schemas, and API contracts before implementation",
-      "model": "qwen/qwen3.6-plus:free",
+      "model": "ollama-cloud/glm-5.1",
       "mode": "subagent",
       "category": "core"
     },
@@ -68,7 +68,7 @@
     "devops-engineer": {
       "file": ".kilo/agents/devops-engineer.md",
       "description": "DevOps specialist for Docker, Kubernetes, CI/CD pipeline automation, and infrastructure management",
-      "model": "ollama-cloud/deepseek-v3.2",
+      "model": "ollama-cloud/kimi-k2.6:cloud",
       "mode": "subagent",
       "color": "#FF6B35",
       "category": "core"
@@ -108,14 +108,14 @@
     "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/glm-5",
+      "model": "ollama-cloud/qwen3-coder:480b",
       "mode": "subagent",
       "category": "quality"
     },
     "orchestrator": {
       "file": ".kilo/agents/orchestrator.md",
       "description": "Main dispatcher. Routes tasks between agents based on Issue status and manages the workflow state machine",
-      "model": "ollama-cloud/glm-5",
+      "model": "ollama-cloud/kimi-k2.6:cloud",
       "mode": "all",
       "color": "#7C3AED",
       "category": "meta"
@@ -138,21 +138,21 @@
     "prompt-optimizer": {
       "file": ".kilo/agents/prompt-optimizer.md",
       "description": "Improves agent system prompts based on performance failures. Meta-learner for prompt optimization",
-      "model": "qwen/qwen3.6-plus:free",
+      "model": "ollama-cloud/glm-5.1",
       "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",
+      "model": "ollama-cloud/glm-5.1",
       "mode": "subagent",
       "category": "meta"
     },
     "agent-architect": {
       "file": ".kilo/agents/agent-architect.md",
       "description": "Creates, modifies, and reviews new agents, workflows, and skills based on capability gap analysis",
-      "model": "ollama-cloud/nemotron-3-super",
+      "model": "ollama-cloud/kimi-k2.6:cloud",
       "mode": "subagent",
       "category": "meta"
     },
@@ -180,7 +180,7 @@
     "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/glm-5",
+      "model": "ollama-cloud/kimi-k2.6:cloud",
       "mode": "subagent",
       "category": "testing"
     },
diff --git a/kilo.jsonc b/kilo.jsonc
index 0f742d6..de503fc 100644
--- a/kilo.jsonc
+++ b/kilo.jsonc
@@ -313,7 +313,7 @@
     "prompt-optimizer": {
       "description": "Improves agent system prompts based on performance failures. Meta-learner for prompt optimization",
       "mode": "subagent",
-      "model": "qwen/qwen3.6-plus:free",
+      "model": "ollama-cloud/glm-5.1",
       "permission": {
         "read": "allow",
         "edit": "allow",