1ab9939c92
Fixed format from 'qwen/...' to 'openrouter/qwen/...' for: - product-owner.md - prompt-optimizer.md - workflow-architect.md - status.md, blog.md, booking.md, commerce.md - kilo.jsonc (default model + ask agent) - agent-frontmatter-validation.md - agent-versions.json (recommendations and history)
736 lines
23 KiB
JSON
736 lines
23 KiB
JSON
{
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"$schema": "./agent-versions.schema.json",
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"version": "1.0.0",
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"lastUpdated": "2026-04-05T22:30:00Z",
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"agents": {
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"lead-developer": {
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"current": {
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"model": "ollama-cloud/qwen3-coder:480b",
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"provider": "Ollama",
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"category": "Core Dev",
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"mode": "subagent",
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"color": "#DC2626",
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"description": "Primary code writer for backend and core logic. Writes implementation to pass tests",
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"benchmark": {
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|
"swe_bench": 66.5,
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"ruler_1m": null,
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"terminal_bench": null,
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"fit_score": 92
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},
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"capabilities": ["code_writing", "refactoring", "bug_fixing", "implementation"]
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},
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"history": [
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{
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"date": "2026-04-05T05:21:00Z",
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"commit": "caf77f53c8",
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"type": "model_change",
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"from": null,
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"to": "ollama-cloud/qwen3-coder:480b",
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"reason": "Initial configuration from capability-index.yaml",
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"source": "git"
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}
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],
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"performance_log": []
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},
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"frontend-developer": {
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"current": {
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"model": "ollama-cloud/qwen3-coder:480b",
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"provider": "Ollama",
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"category": "Core Dev",
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"mode": "subagent",
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"color": "#3B82F6",
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"description": "UI implementation specialist with multimodal capabilities",
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"benchmark": {
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"swe_bench": null,
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"ruler_1m": null,
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"terminal_bench": null,
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"fit_score": 90
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},
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"capabilities": ["ui_implementation", "component_creation", "styling", "responsive_design"]
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},
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"history": [
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{
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"date": "2026-04-05T05:21:00Z",
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"commit": "af5f401",
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"type": "agent_created",
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"from": null,
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"to": "ollama-cloud/qwen3-coder:480b",
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"reason": "Flutter development support added",
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"source": "git"
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}
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],
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"performance_log": []
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},
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"backend-developer": {
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"current": {
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"model": "ollama-cloud/qwen3-coder:480b",
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"provider": "Ollama",
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"category": "Core Dev",
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"mode": "subagent",
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"color": "#10B981",
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"description": "Node.js, Express, APIs, database specialist",
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"benchmark": {
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"swe_bench": null,
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"ruler_1m": null,
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"terminal_bench": null,
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"fit_score": 91
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},
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"capabilities": ["api_development", "database_design", "server_logic", "authentication"]
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},
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"history": [],
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"performance_log": []
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},
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"go-developer": {
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"current": {
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"model": "ollama-cloud/qwen3-coder:480b",
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"provider": "Ollama",
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"category": "Core Dev",
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"mode": "subagent",
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"color": "#00ADD8",
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"description": "Go backend services specialist",
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"benchmark": {
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"swe_bench": null,
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"ruler_1m": null,
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"terminal_bench": null,
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"fit_score": 85
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},
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"capabilities": ["go_api_development", "go_database_design", "go_concurrent_programming", "go_authentication"]
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},
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"history": [
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{
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"date": "2026-04-05T05:21:00Z",
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"commit": "caf77f53c8",
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"type": "model_change",
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"from": "ollama-cloud/deepseek-v3.2",
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"to": "ollama-cloud/qwen3-coder:480b",
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"reason": "Qwen3-Coder optimized for Go development",
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"source": "git"
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}
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],
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"performance_log": []
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},
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"sdet-engineer": {
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"current": {
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"model": "ollama-cloud/qwen3-coder:480b",
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"provider": "Ollama",
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"category": "QA",
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"mode": "subagent",
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"color": "#8B5CF6",
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"description": "Writes tests following TDD methodology. Tests MUST fail initially",
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"benchmark": {
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"swe_bench": null,
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"ruler_1m": null,
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"terminal_bench": null,
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"fit_score": 88
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},
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"capabilities": ["unit_tests", "integration_tests", "e2e_tests", "test_planning", "visual_regression"]
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},
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"history": [],
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"performance_log": []
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},
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"code-skeptic": {
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"current": {
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"model": "ollama-cloud/minimax-m2.5",
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"provider": "Ollama",
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"category": "QA",
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"mode": "subagent",
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"color": "#EF4444",
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"description": "Adversarial code reviewer. Finds problems and issues. Does NOT suggest implementations",
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"benchmark": {
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"swe_bench": 80.2,
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"ruler_1m": null,
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"terminal_bench": null,
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"fit_score": 85
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},
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"capabilities": ["code_review", "security_review", "style_check", "issue_identification"]
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},
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"history": [],
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"performance_log": []
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},
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"security-auditor": {
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"current": {
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"model": "ollama-cloud/nemotron-3-super",
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"provider": "Ollama",
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"category": "Security",
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"mode": "subagent",
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"color": "#DC2626",
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"description": "Scans for security vulnerabilities, OWASP Top 10, dependency CVEs",
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"benchmark": {
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"swe_bench": 60.5,
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"ruler_1m": 91.75,
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"pinch_bench": 85.6,
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"fit_score": 80
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},
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"capabilities": ["vulnerability_scan", "owasp_check", "secret_detection", "auth_review"]
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},
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"history": [
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{
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"date": "2026-04-05T05:21:00Z",
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"commit": "caf77f53c8",
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"type": "model_change",
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"from": "ollama-cloud/deepseek-v3.2",
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"to": "ollama-cloud/nemotron-3-super",
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"reason": "Nemotron 3 Super optimized for security analysis with RULER@1M",
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"source": "git"
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}
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],
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"performance_log": []
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},
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"performance-engineer": {
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"current": {
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"model": "ollama-cloud/nemotron-3-super",
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"provider": "Ollama",
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"category": "Performance",
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"mode": "subagent",
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"color": "#F59E0B",
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"description": "Reviews code for performance issues: N+1 queries, memory leaks, algorithmic complexity",
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"benchmark": {
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"swe_bench": 60.5,
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"ruler_1m": 91.75,
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"pinch_bench": 85.6,
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"fit_score": 82
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},
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"capabilities": ["performance_analysis", "n_plus_one_detection", "memory_leak_check", "algorithm_analysis"]
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},
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"history": [
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{
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"date": "2026-04-05T05:21:00Z",
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"commit": "caf77f53c8",
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"type": "model_change",
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"from": "ollama-cloud/gpt-oss:120b",
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"to": "ollama-cloud/nemotron-3-super",
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"reason": "Better reasoning for performance analysis",
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"source": "git"
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}
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],
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"performance_log": []
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},
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"browser-automation": {
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"current": {
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"model": "ollama-cloud/qwen3-coder:480b",
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"provider": "Ollama",
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"category": "Testing",
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"mode": "subagent",
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"color": "#0EA5E9",
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"description": "Browser automation agent using Playwright MCP for E2E testing",
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"benchmark": {
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"swe_bench": null,
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"fit_score": 87
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},
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"capabilities": ["e2e_browser_tests", "form_filling", "navigation_testing", "screenshot_capture"]
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},
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"history": [],
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"performance_log": []
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},
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"visual-tester": {
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"current": {
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"model": "ollama-cloud/qwen3-coder:480b",
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"provider": "Ollama",
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"category": "Testing",
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"mode": "subagent",
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"color": "#EC4899",
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"description": "Visual regression testing agent that compares screenshots",
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"benchmark": {
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"swe_bench": null,
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"fit_score": 82
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},
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"capabilities": ["visual_regression", "pixel_comparison", "screenshot_diff", "ui_validation"]
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},
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"history": [],
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"performance_log": []
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},
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"system-analyst": {
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"current": {
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"model": "ollama-cloud/glm-5",
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"provider": "Ollama",
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"category": "Analysis",
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"mode": "subagent",
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"color": "#6366F1",
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"description": "Designs technical specifications, data schemas, and API contracts",
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"benchmark": {
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"swe_bench": null,
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"fit_score": 82
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},
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"capabilities": ["architecture_design", "api_specification", "database_modeling", "technical_documentation"]
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},
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"history": [
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{
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"date": "2026-04-05T05:21:00Z",
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"commit": "caf77f53c8",
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"type": "model_change",
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"from": "ollama-cloud/gpt-oss:120b",
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"to": "ollama-cloud/glm-5",
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"reason": "GLM-5 better for system engineering and architecture",
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"source": "git"
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}
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],
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"performance_log": []
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},
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"requirement-refiner": {
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"current": {
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"model": "ollama-cloud/glm-5",
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"provider": "Ollama",
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"category": "Analysis",
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"mode": "subagent",
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"color": "#8B5CF6",
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"description": "Converts vague ideas into strict User Stories with acceptance criteria",
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"benchmark": {
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"swe_bench": null,
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"fit_score": 80,
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"context": "128K"
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},
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"capabilities": ["requirement_analysis", "user_story_creation", "acceptance_criteria", "clarification"]
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},
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"history": [
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{
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"date": "2026-04-05T22:30:00Z",
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"commit": "auto",
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"type": "model_change",
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"from": "ollama-cloud/nemotron-3-super",
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"to": "ollama-cloud/glm-5",
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"reason": "+33% quality. GLM-5 excels at requirement analysis and system engineering",
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"source": "research"
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}
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],
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"performance_log": []
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},
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"history-miner": {
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"current": {
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"model": "ollama-cloud/glm-5",
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"provider": "Ollama",
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"category": "Analysis",
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"mode": "subagent",
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"color": "#A855F7",
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"description": "Analyzes git history for duplicates and past solutions",
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"benchmark": {
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"swe_bench": null,
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"fit_score": 78
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},
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"capabilities": ["git_search", "duplicate_detection", "past_solution_finder", "pattern_identification"]
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},
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"history": [],
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"performance_log": []
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},
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"capability-analyst": {
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"current": {
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"model": "openrouter/qwen/qwen3.6-plus:free",
|
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"provider": "OpenRouter",
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"category": "Analysis",
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"mode": "subagent",
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"color": "#14B8A6",
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"description": "Analyzes task coverage and identifies gaps",
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"benchmark": {
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"swe_bench": 78.8,
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"fit_score": 90,
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"context": "1M",
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"free": true
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},
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"capabilities": ["gap_analysis", "capability_mapping", "recommendation_generation", "coverage_analysis"]
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},
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"history": [
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{
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"date": "2026-04-05T22:30:00Z",
|
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"commit": "auto",
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"type": "model_change",
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"from": "ollama-cloud/nemotron-3-super",
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"to": "openrouter/qwen/qwen3.6-plus:free",
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"reason": "+23% quality, IF:90 score, 1M context, FREE via OpenRouter",
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"source": "research"
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}
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],
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"performance_log": []
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},
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"orchestrator": {
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"current": {
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"model": "ollama-cloud/glm-5",
|
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"provider": "Ollama",
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"category": "Process",
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"mode": "primary",
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"color": "#0EA5E9",
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"description": "Process manager. Distributes tasks between agents",
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"benchmark": {
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"swe_bench": null,
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"fit_score": 80
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},
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"capabilities": ["task_routing", "state_management", "agent_coordination", "workflow_execution"]
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},
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"history": [],
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"performance_log": []
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},
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"release-manager": {
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"current": {
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"model": "ollama-cloud/devstral-2:123b",
|
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"provider": "Ollama",
|
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"category": "Process",
|
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"mode": "subagent",
|
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"color": "#22C55E",
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"description": "Manages git operations, semantic versioning, deployments",
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"benchmark": {
|
|
"swe_bench": null,
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"fit_score": 75
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},
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"capabilities": ["git_operations", "version_management", "changelog_creation", "deployment"]
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},
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"history": [],
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"performance_log": []
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},
|
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"evaluator": {
|
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"current": {
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"model": "openrouter/qwen/qwen3.6-plus:free",
|
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"provider": "OpenRouter",
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"category": "Process",
|
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"mode": "subagent",
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"color": "#F97316",
|
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"description": "Scores agent effectiveness after task completion",
|
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"benchmark": {
|
|
"swe_bench": 78.8,
|
|
"fit_score": 90,
|
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"context": "1M",
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"free": true
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},
|
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"capabilities": ["performance_scoring", "process_analysis", "pattern_identification", "improvement_recommendations"]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T05:21:00Z",
|
|
"commit": "caf77f53c8",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/gpt-oss:120b",
|
|
"to": "ollama-cloud/nemotron-3-super",
|
|
"reason": "Nemotron 3 Super better for evaluation tasks",
|
|
"source": "git"
|
|
},
|
|
{
|
|
"date": "2026-04-05T22:30:00Z",
|
|
"commit": "auto",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/nemotron-3-super",
|
|
"to": "openrouter/qwen/qwen3.6-plus:free",
|
|
"reason": "+4% quality, IF:90 for scoring accuracy, FREE",
|
|
"source": "research"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"prompt-optimizer": {
|
|
"current": {
|
|
"model": "ollama-cloud/nemotron-3-super",
|
|
"provider": "Ollama",
|
|
"category": "Process",
|
|
"mode": "subagent",
|
|
"color": "#EC4899",
|
|
"description": "Improves agent system prompts based on performance failures",
|
|
"benchmark": {
|
|
"swe_bench": 60.5,
|
|
"fit_score": 80
|
|
},
|
|
"capabilities": ["prompt_analysis", "prompt_improvement", "failure_pattern_detection"],
|
|
"recommendations": [
|
|
{
|
|
"target": "openrouter/qwen/qwen3.6-plus:free",
|
|
"reason": "Terminal-Bench 61.6% > Nemotron, always-on CoT",
|
|
"priority": "high"
|
|
}
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T05:21:00Z",
|
|
"commit": "caf77f53c8",
|
|
"type": "model_change",
|
|
"from": "openrouter/qwen/qwen3.6-plus:free",
|
|
"to": "ollama-cloud/nemotron-3-super",
|
|
"reason": "Research recommendation applied",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"the-fixer": {
|
|
"current": {
|
|
"model": "ollama-cloud/minimax-m2.5",
|
|
"provider": "Ollama",
|
|
"category": "Fixes",
|
|
"mode": "subagent",
|
|
"color": "#EF4444",
|
|
"description": "Iteratively fixes bugs based on specific error reports",
|
|
"benchmark": {
|
|
"swe_bench": 80.2,
|
|
"fit_score": 88
|
|
},
|
|
"capabilities": ["bug_fixing", "issue_resolution", "code_correction"]
|
|
},
|
|
"history": [],
|
|
"performance_log": []
|
|
},
|
|
"product-owner": {
|
|
"current": {
|
|
"model": "ollama-cloud/glm-5",
|
|
"provider": "Ollama",
|
|
"category": "Management",
|
|
"mode": "subagent",
|
|
"color": "#10B981",
|
|
"description": "Manages issue checklists, status labels, progress tracking",
|
|
"benchmark": {
|
|
"swe_bench": null,
|
|
"fit_score": 76
|
|
},
|
|
"capabilities": ["issue_management", "prioritization", "backlog_management", "workflow_completion"]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T05:21:00Z",
|
|
"commit": "caf77f53c8",
|
|
"type": "model_change",
|
|
"from": "openrouter/qwen/qwen3.6-plus:free",
|
|
"to": "ollama-cloud/glm-5",
|
|
"reason": "GLM-5 good for management tasks",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"workflow-architect": {
|
|
"current": {
|
|
"model": "ollama-cloud/glm-5",
|
|
"provider": "Ollama",
|
|
"category": "Workflow",
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