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
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---
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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)
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mode: subagent
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model: ollama-cloud/glm-5.1
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model: ollama-cloud/kimi-k2.6
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variant: thinking
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color: "#10B981"
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permission:
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---
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description: Backend specialist for Node.js, Express, APIs, and database integration (GNS-2 Tier 1)
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mode: subagent
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model: ollama-cloud/qwen3-coder:480b
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model: ollama-cloud/kimi-k2.6
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color: "#10B981"
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permission:
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read: allow
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---
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description: Browser automation agent using Playwright MCP for E2E testing, form filling, navigation, and web interaction (GNS-2 Tier 0)
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mode: subagent
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model: ollama-cloud/deepseek-v4-flash
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model: ollama-cloud/kimi-k2.6
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color: "#1E88E5"
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permission:
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read: allow
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---
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description: Analyzes task requirements against available agents, workflows, and skills. Identifies gaps and recommends new components. Tier 2 meta-agent with self-cascade enabled.
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mode: subagent
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model: ollama-cloud/deepseek-v4-pro-max
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model: ollama-cloud/glm-5.1
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color: "#6366F1"
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permission:
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read: allow
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---
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description: Adversarial code reviewer. Finds problems and issues. Does NOT suggest implementations (GNS-2 Tier 0)
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mode: subagent
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model: ollama-cloud/minimax-m2.5
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model: ollama-cloud/kimi-k2.6
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color: "#E11D48"
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permission:
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read: allow
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---
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description: Scores agent effectiveness after task completion for continuous improvement. Tier 2 meta-agent with self-cascade enabled.
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mode: subagent
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model: ollama-cloud/qwen3.5-122b
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model: ollama-cloud/kimi-k2.6
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variant: thinking
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color: "#047857"
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permission:
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---
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description: Flutter mobile specialist for cross-platform apps, state management, and UI components (GNS-2 Tier 1)
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mode: subagent
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model: ollama-cloud/qwen3-coder:480b
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model: ollama-cloud/kimi-k2.6
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color: "#02569B"
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permission:
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read: allow
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---
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description: Handles UI implementation with multimodal capabilities. Accepts visual references like screenshots and mockups (GNS-2 Tier 1)
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mode: all
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model: ollama-cloud/minimax-m2.5
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model: ollama-cloud/kimi-k2.6
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color: "#0EA5E9"
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permission:
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read: allow
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---
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description: Analyzes git history to find duplicates and past solutions, preventing regression and duplicate work (GNS-2 Tier 0)
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mode: subagent
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model: ollama-cloud/qwen3.5-122b
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model: ollama-cloud/kimi-k2.6
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color: "#059669"
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permission:
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read: allow
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---
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description: Primary code writer for backend and core logic. Writes implementation to pass tests (GNS-2 Tier 1)
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mode: subagent
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model: ollama-cloud/qwen3-coder:480b
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model: ollama-cloud/kimi-k2.6
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variant: thinking
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color: "#DC2626"
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permission:
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---
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description: Validates and corrects Markdown descriptions for Gitea issues (GNS-2 Tier 0)
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mode: subagent
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model: ollama-cloud/nemotron-3-nano
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model: ollama-cloud/kimi-k2.6
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color: "#F97316"
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permission:
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read: allow
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---
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description: PHP backend specialist for Laravel, Symfony, WordPress, and full-stack web applications (GNS-2 Tier 1)
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mode: subagent
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model: ollama-cloud/qwen3-coder:480b
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model: ollama-cloud/kimi-k2.6
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variant: thinking
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color: "#8B5CF6"
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permission:
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---
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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)
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mode: subagent
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model: ollama-cloud/kimi-k2.6
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model: ollama-cloud/glm-5.1
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color: "#DC2626"
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permission:
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read: allow
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---
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description: Manages issue checklists, status labels, tracks progress and coordinates with human users (GNS-2 Tier 1)
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mode: subagent
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model: ollama-cloud/glm-5.1
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model: ollama-cloud/kimi-k2.6
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color: "#EA580C"
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permission:
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read: allow
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---
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description: Improves agent system prompts based on performance failures. Meta-learner for prompt optimization (GNS-2 Tier 1)
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mode: subagent
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model: ollama-cloud/qwen3.5-122b
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model: ollama-cloud/kimi-k2.6
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color: "#BE185D"
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permission:
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read: allow
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---
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description: Python backend specialist for Django, FastAPI, data science, and API development (GNS-2 Tier 1)
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mode: subagent
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model: ollama-cloud/qwen3-coder:480b
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model: ollama-cloud/kimi-k2.6
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variant: thinking
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color: "#3776AB"
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permission:
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---
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description: Manages git operations, semantic versioning, branching, and deployments. Ensures clean history (GNS-2 Tier 1)
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mode: subagent
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model: ollama-cloud/kimi-k2.6
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model: ollama-cloud/glm-5.1
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color: "#581C87"
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permission:
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read: allow
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---
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description: Converts vague ideas and bug reports into strict User Stories with acceptance criteria checklists (GNS-2 Tier 1)
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mode: all
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model: ollama-cloud/kimi-k2-thinking
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model: ollama-cloud/kimi-k2.6
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variant: thinking
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color: "#4F46E5"
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permission:
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---
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description: Writes tests following TDD methodology. Tests MUST fail initially (Red phase) (GNS-2 Tier 1)
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mode: all
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model: ollama-cloud/qwen3-coder:480b
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model: ollama-cloud/kimi-k2.6
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variant: thinking
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color: "#8B5CF6"
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permission:
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@@ -1,7 +1,7 @@
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---
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description: Designs technical specifications, data schemas, and API contracts before implementation (GNS-2 Tier 1)
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mode: subagent
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model: ollama-cloud/deepseek-v4-pro-max
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model: ollama-cloud/glm-5.1
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color: "#0891B2"
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permission:
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read: allow
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@@ -1,7 +1,7 @@
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---
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description: Visual regression testing agent that compares screenshots and detects UI differences using pixelmatch and image diff (GNS-2 Tier 0)
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mode: subagent
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model: ollama-cloud/qwen3-coder:480b
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model: ollama-cloud/kimi-k2.6
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color: "#E91E63"
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permission:
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read: allow
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---
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description: Creates and maintains workflow definitions with complete architecture, Gitea integration, and quality gates (GNS-2 Tier 1)
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mode: subagent
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model: ollama-cloud/qwen3.5-122b
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model: ollama-cloud/kimi-k2.6
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variant: thinking
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color: "#EC4899"
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permission:
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