56a844440f
- kilo-meta.json: deepseek-v4-pro-max → deepseek-v4-pro (15 occurrences) - evolution.json: deepseek-v4-pro-max → deepseek-v4-pro (73 occurrences) - real-fit.db models table: delete pro-max row, insert pro with correct short_name - API container restarted; /api/models now returns single deepseek-v4-pro entry
4637 lines
165 KiB
JSON
4637 lines
165 KiB
JSON
{
|
||
"$schema": "./data/evolution.schema.json",
|
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"version": "2.1.0",
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{
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||
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"reason": "+22% quality, IF:90 for YAML frontmatter generation",
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"source": "research"
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},
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{
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"date": "2026-04-23T06:24:32Z",
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"commit": "sync",
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"type": "model_change",
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||
"reason": "Model update from sync",
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"source": "git"
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},
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{
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"date": "2026-05-24T01:00:00Z",
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"commit": "ollama-cloud-consolidation",
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"reason": "kimi-k2.6 best fit for agent-architect (86). Multimodal for reviewing UI components.",
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"type": "model_change",
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"to": "ollama-cloud/glm-5",
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"reason": "feat: add Agent Architect and KILO_SPEC documentation",
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"source": "git"
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},
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{
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"date": "2026-04-04T00:50:22Z",
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"commit": "4a69c5323b6686b67a90184ac99b6994fad6748d",
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"type": "model_change",
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"reason": "feat: update agent models to current configuration",
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"source": "git"
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},
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{
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"date": "2026-04-04T01:51:28Z",
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"to": "openrouter/openai/gpt-oss:120b",
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"reason": "feat: add capability-analyst and agent-architect for task coverage analysis",
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"source": "git"
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},
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{
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||
"date": "2026-04-04T01:54:02Z",
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"commit": "657407d5efd7eea2fc3bd6aa5853ebc320514e1d",
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"type": "model_change",
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||
"from": "openrouter/openai/gpt-oss:120b",
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||
"to": "ollama-cloud/gpt-oss:120b",
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||
"reason": "fix: replace unavailable model references with available ones",
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||
"source": "git"
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||
},
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{
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||
"date": "2026-04-04T02:05:17Z",
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"source": "git"
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{
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"type": "prompt_change",
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"to": "ollama-cloud/gpt-oss:120b",
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||
"reason": "feat: add mandatory Gitea commenting to all agents",
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"source": "git"
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},
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{
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||
"date": "2026-04-05T12:15:30Z",
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||
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||
"to": "ollama-cloud/nemotron-3-super",
|
||
"reason": "feat: optimize agent models for better performance",
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||
"source": "git"
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},
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||
{
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"date": "2026-04-05T23:37:23Z",
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"type": "model_change",
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||
"to": "qwen/qwen3.6-plus:free",
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||
"reason": "feat: upgrade agent models based on research findings",
|
||
"source": "git"
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||
},
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||
{
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||
"date": "2026-04-05T23:42:32Z",
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"commit": "6ba325cec5135517241bbbb48acfc54aeadaeac2",
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||
"type": "model_change",
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||
"from": "qwen/qwen3.6-plus:free",
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||
"to": "openrouter/qwen/qwen3.6-plus:free",
|
||
"reason": "fix: correct model path format for OpenRouter",
|
||
"source": "git"
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||
},
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||
{
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||
"date": "2026-04-12T22:38:41Z",
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||
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
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||
"type": "model_change",
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||
"from": "openrouter/qwen/qwen3.6-plus:free",
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||
"to": "ollama-cloud/glm-5.1",
|
||
"reason": "refactor: full agent system revision — migrate to GLM-5.1, fix delegation chains, audit consistency",
|
||
"source": "git"
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||
},
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{
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||
"date": "2026-04-18T13:49:24Z",
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||
"type": "prompt_change",
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||
"from": null,
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||
"to": "ollama-cloud/glm-5.1",
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||
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
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||
"source": "git"
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||
},
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{
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"date": "2026-04-27T12:09:36Z",
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"commit": "dbea8c90dbfd3b9fb84c4fd6ada243fc4847f8b8",
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"type": "model_change",
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||
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"to": "ollama-cloud/kimi-k2.6:cloud",
|
||
"reason": "feat: evolutionary agent model upgrades based on recommendation matrix",
|
||
"source": "git"
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||
},
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||
{
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||
"date": "2026-05-04T22:01:45Z",
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"type": "prompt_change",
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"to": "ollama-cloud/kimi-k2.6:cloud",
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||
"reason": "fix: unquoted color, duplicate key, GLM downgrade + cross-platform validator",
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||
"source": "git"
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},
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{
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"date": "2026-05-08T21:25:38Z",
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||
"type": "prompt_change",
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||
"from": null,
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||
"to": "ollama-cloud/kimi-k2.6:cloud",
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||
"reason": "feat(gns2): Gitea-Nervous-System v2.0 - distributed agent state machine",
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||
"source": "git"
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||
},
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||
{
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||
"date": "2026-05-13T09:27:48Z",
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"commit": "4c9a95661f6222c84e0a67cec217babfacefdf29",
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||
"type": "model_change",
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||
"from": "ollama-cloud/kimi-k2.6:cloud",
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||
"to": "ollama-cloud/kimi-k2.6",
|
||
"reason": "evolution: remove obsolete :cloud suffix from kimi-k2.6 model id across all configs",
|
||
"source": "git"
|
||
}
|
||
],
|
||
"heatmap_scores": {
|
||
"deepseek-v4-pro": 91,
|
||
"deepseek-v4-flash": 88,
|
||
"kimi-k2.6": 92,
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||
"kimi-k2.5": 85,
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||
"qwen3-coder-480b": 90,
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||
"qwen3.5-122b": 82,
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||
"gemma4-27b": 76,
|
||
"minimax-m2.5": 74,
|
||
"minimax-m2.7": 72,
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||
"glm-5.1": 81,
|
||
"glm-5": 81,
|
||
"nemotron-3-super": 81,
|
||
"nemotron-3-nano": 62,
|
||
"devstral-2": 72,
|
||
"devstral-small-2": 68
|
||
},
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||
"performance_log": []
|
||
},
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||
"architect-indexer": {
|
||
"current": {
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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)",
|
||
"mode": "subagent",
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||
"model": "ollama-cloud/glm-5.1",
|
||
"provider": "Ollama Cloud",
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||
"color": "#10B981",
|
||
"category": "core",
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||
"capabilities": [],
|
||
"recommendations": [
|
||
{
|
||
"priority": "critical",
|
||
"target": "ollama-cloud/kimi-k2.6",
|
||
"reason": "architect-indexer could improve from ollama-cloud/glm-5.1 to kimi-k2.6. Score: 81 → 92 (+11). Verified IF scores from artificialanalysis.ai.",
|
||
"score_before": 81,
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||
"score_after": 92,
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"score_delta": 11,
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||
"applied": false
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||
}
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||
],
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||
"benchmark": {
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||
"fit_score": 81,
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||
"instruction_following": 90
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||
}
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||
},
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||
"history": [
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{
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||
"date": "2026-04-22T20:01:38Z",
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||
"type": "model_change",
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||
"from": null,
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||
"to": "ollama-cloud/glm-5.1",
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||
"reason": "feat: add .architect/ project mapping system with architect-indexer agent and Docker containerization",
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||
"source": "git"
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||
},
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||
{
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"date": "2026-05-08T22:03:08Z",
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"type": "prompt_change",
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"from": null,
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||
"to": "ollama-cloud/glm-5.1",
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||
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
|
||
"source": "git"
|
||
}
|
||
],
|
||
"heatmap_scores": {
|
||
"deepseek-v4-pro": 91,
|
||
"deepseek-v4-flash": 88,
|
||
"kimi-k2.6": 92,
|
||
"kimi-k2.5": 85,
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||
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||
"qwen3.5-122b": 82,
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||
"gemma4-27b": 76,
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||
"minimax-m2.5": 74,
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||
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||
"glm-5.1": 81,
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||
"glm-5": 81,
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||
"nemotron-3-super": 81,
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||
"nemotron-3-nano": 62,
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||
"devstral-2": 72,
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||
"devstral-small-2": 68
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||
},
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||
"performance_log": []
|
||
},
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||
"backend-developer": {
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||
"current": {
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||
"description": "Backend specialist for Node.js, Express, APIs, and database integration (GNS-2 Tier 1)",
|
||
"mode": "subagent",
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||
"model": "ollama-cloud/qwen3-coder:480b",
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||
"provider": "Ollama Cloud",
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||
"color": "#10B981",
|
||
"category": "core",
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||
"capabilities": [],
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||
"recommendations": [
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||
{
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||
"priority": "critical",
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||
"target": "ollama-cloud/kimi-k2.6",
|
||
"reason": "backend-developer could improve from ollama-cloud/qwen3-coder:480b to kimi-k2.6. Score: 60 → 92 (+32). Verified IF scores from artificialanalysis.ai.",
|
||
"score_before": 60,
|
||
"score_after": 92,
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||
"score_delta": 32,
|
||
"applied": false
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||
}
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||
],
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||
"benchmark": {
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||
"fit_score": 60,
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||
"instruction_following": 0
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||
}
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||
},
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"history": [
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{
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"date": "2026-04-05T01:19:09Z",
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"commit": "23eb60762cec861a8a7ab306b994946d55e77e18",
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"type": "model_change",
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"from": null,
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"to": "ollama-cloud/deepseek-v3.2",
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||
"reason": "feat: add workflows for CMS, E-commerce, Blog + backend-developer agent + prompt-engineering rules",
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||
"source": "git"
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||
},
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{
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"date": "2026-04-05T02:39:06Z",
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"type": "prompt_change",
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"from": null,
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"to": "ollama-cloud/deepseek-v3.2",
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"reason": "feat: add comprehensive NodeJS development skills and rules",
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"source": "git"
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},
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{
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"date": "2026-04-05T05:00:55Z",
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"type": "prompt_change",
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"from": null,
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"to": "ollama-cloud/deepseek-v3.2",
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||
"reason": "feat: add database skills for ClickHouse, PostgreSQL, and SQLite",
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||
"source": "git"
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},
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{
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"date": "2026-04-05T12:47:01Z",
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"commit": "43747d9875edd6061699b831c51ccbb573ec6a47",
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"type": "prompt_change",
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"from": null,
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"to": "ollama-cloud/deepseek-v3.2",
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"reason": "feat: add Docker/DevOps skills and devops-engineer agent",
|
||
"source": "git"
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},
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{
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"date": "2026-04-05T13:02:32Z",
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"commit": "0a854a3bc323330daab1a947c9f1d244dbb8a555",
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"type": "prompt_change",
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"from": null,
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"to": "ollama-cloud/deepseek-v3.2",
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"reason": "fix: add missing agent permissions and update orchestrator mappings",
|
||
"source": "git"
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},
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{
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"date": "2026-04-05T20:28:47Z",
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"commit": "4af7355429bb6a9336cb608a5d5a3132943653f6",
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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",
|
||
"reason": "feat: update agent models based on research recommendations",
|
||
"source": "git"
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},
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{
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"date": "2026-04-18T13:49:24Z",
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"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
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"type": "prompt_change",
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||
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
|
||
"source": "git"
|
||
},
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{
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"date": "2026-04-27T12:09:36Z",
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"commit": "dbea8c90dbfd3b9fb84c4fd6ada243fc4847f8b8",
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"type": "model_change",
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"from": "ollama-cloud/qwen3-coder:480b",
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||
"to": "ollama-cloud/deepseek-v3.2",
|
||
"reason": "feat: evolutionary agent model upgrades based on recommendation matrix",
|
||
"source": "git"
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||
},
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||
{
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"date": "2026-04-30T08:42:10Z",
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||
"commit": "fb552e00201dae79647e709843781ea34d01630c",
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"type": "model_change",
|
||
"from": "ollama-cloud/deepseek-v3.2",
|
||
"to": "ollama-cloud/qwen3-coder:480b",
|
||
"reason": "feat: v3 optimal model assignments + fitness gate",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-05-08T22:03:08Z",
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"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
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"type": "prompt_change",
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"from": null,
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||
"to": "ollama-cloud/qwen3-coder:480b",
|
||
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
|
||
"source": "git"
|
||
},
|
||
{
|
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"date": "2026-05-13T09:37:40Z",
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"commit": "2287122f9196e4ef5b0cbfff3641d74b6320f086",
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"type": "prompt_change",
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||
"from": null,
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||
"to": "ollama-cloud/qwen3-coder:480b",
|
||
"reason": "fix(agents): add Tool-First Enforcement to agent definitions and global rules",
|
||
"source": "git"
|
||
}
|
||
],
|
||
"heatmap_scores": {
|
||
"deepseek-v4-pro": 91,
|
||
"deepseek-v4-flash": 88,
|
||
"kimi-k2.6": 92,
|
||
"kimi-k2.5": 85,
|
||
"qwen3-coder-480b": 90,
|
||
"qwen3.5-122b": 82,
|
||
"gemma4-27b": 76,
|
||
"minimax-m2.5": 74,
|
||
"minimax-m2.7": 72,
|
||
"glm-5.1": 81,
|
||
"glm-5": 81,
|
||
"nemotron-3-super": 81,
|
||
"nemotron-3-nano": 62,
|
||
"devstral-2": 72,
|
||
"devstral-small-2": 68
|
||
},
|
||
"performance_log": []
|
||
},
|
||
"browser-automation": {
|
||
"current": {
|
||
"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",
|
||
"provider": "Ollama Cloud",
|
||
"color": "#1E88E5",
|
||
"category": "testing",
|
||
"capabilities": [],
|
||
"recommendations": [
|
||
{
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||
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|
||
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||
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{
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"date": "2026-04-05T20:28:47Z",
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||
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{
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"date": "2026-04-12T22:38:41Z",
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|
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"source": "git"
|
||
},
|
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{
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||
"date": "2026-04-30T08:42:10Z",
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|
||
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||
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|
||
{
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||
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||
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|
||
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|
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|
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|
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|
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|
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|
||
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||
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||
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|
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|
||
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|
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||
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||
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|
||
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||
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|
||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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|
||
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||
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||
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||
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|
||
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|
||
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|
||
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||
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||
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|
||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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|
||
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||
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|
||
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||
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||
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||
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||
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||
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|
||
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|
||
"source": "git"
|
||
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|
||
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||
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||
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|
||
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|
||
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|
||
{
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||
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|
||
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|
||
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|
||
{
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|
||
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|
||
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|
||
{
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||
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|
||
"source": "git"
|
||
},
|
||
{
|
||
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||
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||
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|
||
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|
||
"source": "git"
|
||
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|
||
{
|
||
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|
||
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|
||
"source": "git"
|
||
}
|
||
],
|
||
"heatmap_scores": {
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
"glm-5": 81,
|
||
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|
||
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|
||
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|
||
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|
||
},
|
||
"performance_log": []
|
||
},
|
||
"devops-engineer": {
|
||
"current": {
|
||
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|
||
"mode": "subagent",
|
||
"model": "ollama-cloud/kimi-k2.6",
|
||
"provider": "Ollama Cloud",
|
||
"color": "#FF6B35",
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
"instruction_following": 91
|
||
}
|
||
},
|
||
"history": [
|
||
{
|
||
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|
||
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||
"type": "model_change",
|
||
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|
||
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|
||
"reason": "feat: add Docker/DevOps skills and devops-engineer agent",
|
||
"source": "git"
|
||
},
|
||
{
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||
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||
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||
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||
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||
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||
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||
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|
||
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||
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||
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|
||
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||
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|
||
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|
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||
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||
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||
"source": "git"
|
||
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|
||
{
|
||
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||
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||
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||
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|
||
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||
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||
{
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||
"date": "2026-04-05T20:28:47Z",
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||
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||
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|
||
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||
"to": "ollama-cloud/qwen3-coder:480b",
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||
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|
||
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|
||
},
|
||
{
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||
"date": "2026-04-18T13:49:24Z",
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||
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||
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|
||
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||
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||
{
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||
"date": "2026-04-19T10:04:51Z",
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||
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||
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||
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||
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||
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|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-27T12:09:36Z",
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||
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|
||
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||
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|
||
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|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-30T08:42:10Z",
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|
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|
||
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|
||
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|
||
{
|
||
"date": "2026-05-08T22:03:08Z",
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|
||
"source": "git"
|
||
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|
||
{
|
||
"date": "2026-05-13T09:37:40Z",
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|
||
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||
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|
||
{
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||
"date": "2026-05-13T16:54:29Z",
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|
||
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||
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||
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|
||
"source": "git"
|
||
}
|
||
],
|
||
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|
||
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|
||
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|
||
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|
||
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||
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|
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|
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|
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|
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|
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
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|
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|
||
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||
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||
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||
{
|
||
"date": "2026-04-05T05:21:00Z",
|
||
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|
||
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||
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|
||
{
|
||
"date": "2026-04-27T17:00:00Z",
|
||
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|
||
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|
||
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{
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"date": "2026-04-05T03:40:32Z",
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|
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|
||
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|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-05T05:00:55Z",
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"type": "prompt_change",
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||
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|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-05T05:21:02Z",
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||
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||
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||
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|
||
{
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||
"date": "2026-04-05T13:02:32Z",
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||
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||
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||
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||
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||
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||
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||
{
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||
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{
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||
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||
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||
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||
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|
||
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||
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|
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||
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|
||
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|
||
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||
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||
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||
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||
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|
||
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|
||
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|
||
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||
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||
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||
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||
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||
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|
||
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||
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||
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||
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||
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||
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||
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|
||
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||
{
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||
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|
||
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||
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||
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||
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||
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|
||
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|
||
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||
{
|
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||
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||
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|
||
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|
||
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|
||
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|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-04T00:50:22Z",
|
||
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|
||
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|
||
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||
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|
||
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|
||
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|
||
},
|
||
{
|
||
"date": "2026-04-04T03:18:28Z",
|
||
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||
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||
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||
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||
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|
||
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|
||
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|
||
{
|
||
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||
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||
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|
||
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||
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|
||
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|
||
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|
||
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|
||
{
|
||
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||
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||
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||
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||
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|
||
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|
||
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|
||
{
|
||
"date": "2026-05-08T22:03:08Z",
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||
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||
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||
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|
||
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|
||
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|
||
{
|
||
"date": "2026-05-25T15:07:17Z",
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||
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||
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|
||
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|
||
"to": "ollama-cloud/qwen3.5-122b",
|
||
"reason": "feat(agent-models): apply MEDIUM+LOW priority model migrations",
|
||
"source": "git"
|
||
}
|
||
],
|
||
"heatmap_scores": {
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
},
|
||
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|
||
},
|
||
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|
||
"current": {
|
||
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|
||
"mode": "subagent",
|
||
"model": "ollama-cloud/kimi-k2.6",
|
||
"provider": "Ollama Cloud",
|
||
"color": "#B91C1C",
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
}
|
||
},
|
||
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|
||
{
|
||
"date": "2026-05-09T13:31:20Z",
|
||
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||
"type": "model_change",
|
||
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|
||
"to": "ollama-cloud/kimi-k2.6:cloud",
|
||
"reason": "feat(evolution): add incident-responder agent for server incident response and forensics",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-05-13T09:27:48Z",
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||
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||
"to": "ollama-cloud/kimi-k2.6",
|
||
"reason": "evolution: remove obsolete :cloud suffix from kimi-k2.6 model id across all configs",
|
||
"source": "git"
|
||
}
|
||
],
|
||
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|
||
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||
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||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
},
|
||
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|
||
},
|
||
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|
||
"current": {
|
||
"description": "Primary code writer for backend and core logic. Writes implementation to pass tests (GNS-2 Tier 1)",
|
||
"mode": "subagent",
|
||
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|
||
"provider": "Ollama Cloud",
|
||
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|
||
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|
||
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|
||
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|
||
{
|
||
"priority": "critical",
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
}
|
||
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|
||
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|
||
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|
||
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|
||
}
|
||
},
|
||
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|
||
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||
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||
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|
||
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|
||
},
|
||
{
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||
"date": "2026-04-27T16:56:09Z",
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||
"commit": "model-research-sync",
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||
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|
||
"from": "ollama-cloud/qwen3-coder:480b",
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||
"to": "ollama-cloud/nemotron-3-super",
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||
"reason": "Nemotron 3 Super has better reasoning",
|
||
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|
||
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||
{
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||
"date": "2026-05-24T01:00:00Z",
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||
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||
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||
"to": "ollama-cloud/qwen3-coder:480b",
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||
"reason": "Reverted to qwen3-coder: SWE-bench 66.5% is coding-benchmark standard. Matrix score 92 vs nemotron 70.",
|
||
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|
||
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{
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"date": "2026-04-03T20:10:17Z",
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|
||
"reason": "feat: реорганизация структуры агентов и добавление skills согласно документации Kilo Code",
|
||
"source": "git"
|
||
},
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{
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"date": "2026-04-03T20:50:40Z",
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||
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||
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{
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"date": "2026-04-04T03:18:28Z",
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|
||
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|
||
},
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||
{
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||
"date": "2026-04-18T13:49:24Z",
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||
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||
{
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|
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"to": "ollama-cloud/nemotron-3-super",
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||
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|
||
"source": "git"
|
||
},
|
||
{
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||
"date": "2026-04-29T23:19:16Z",
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|
||
"source": "git"
|
||
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|
||
{
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||
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||
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||
"source": "git"
|
||
},
|
||
{
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"date": "2026-05-13T09:37:40Z",
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|
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
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|
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|
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|
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|
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|
||
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|
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|
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"provider": "Ollama Cloud",
|
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{
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"priority": "critical",
|
||
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|
||
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|
||
"score_before": 62,
|
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"score_delta": 30,
|
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"applied": false
|
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}
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|
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||
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|
||
"source": "git"
|
||
},
|
||
{
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"date": "2026-05-24T01:00:00Z",
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"commit": "ollama-cloud-consolidation",
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||
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|
||
},
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||
{
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"date": "2026-05-23T23:35:02.185Z",
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||
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||
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||
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|
||
"source": "git"
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||
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||
{
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||
"date": "2026-05-25T14:08:46.653Z",
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||
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||
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||
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||
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||
"source": "git"
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||
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{
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},
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||
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|
||
"source": "git"
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||
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{
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||
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||
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||
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||
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||
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||
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{
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||
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||
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||
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||
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||
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||
{
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||
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||
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||
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|
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||
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||
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|
||
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|
||
}
|
||
],
|
||
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|
||
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|
||
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|
||
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||
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||
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||
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||
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|
||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
"mode": "subagent",
|
||
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|
||
"provider": "Ollama Cloud",
|
||
"color": "#8B5CF6",
|
||
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|
||
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||
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||
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|
||
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|
||
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||
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|
||
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|
||
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|
||
{
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||
"date": "2026-04-05T05:21:00Z",
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||
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||
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||
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||
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||
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|
||
"source": "git"
|
||
},
|
||
{
|
||
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|
||
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||
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||
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||
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|
||
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|
||
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||
{
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||
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||
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||
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||
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||
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|
||
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|
||
},
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||
{
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||
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||
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||
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||
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||
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||
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||
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||
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||
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|
||
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|
||
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||
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||
{
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||
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||
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||
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||
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||
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||
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||
{
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||
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||
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||
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||
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|
||
{
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||
"date": "2026-04-18T13:49:24Z",
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||
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||
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||
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||
{
|
||
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||
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||
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||
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||
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|
||
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|
||
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|
||
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|
||
{
|
||
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||
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||
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||
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||
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|
||
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|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-05-25T14:36:31Z",
|
||
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||
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||
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||
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|
||
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|
||
"source": "git"
|
||
}
|
||
],
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
},
|
||
"orchestrator": {
|
||
"current": {
|
||
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|
||
"mode": "subagent",
|
||
"model": "ollama-cloud/kimi-k2.6",
|
||
"provider": "Ollama Cloud",
|
||
"color": "#7C3AED",
|
||
"category": "meta",
|
||
"capabilities": [],
|
||
"recommendations": [],
|
||
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|
||
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|
||
"instruction_following": 91
|
||
}
|
||
},
|
||
"history": [
|
||
{
|
||
"date": "2026-04-23T06:24:32Z",
|
||
"commit": "sync",
|
||
"type": "model_change",
|
||
"from": "ollama-cloud/glm-5",
|
||
"to": "ollama-cloud/glm-5.1",
|
||
"reason": "Model update from sync",
|
||
"source": "git"
|
||
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||
"source": "git"
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||
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{
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{
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||
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{
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{
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{
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{
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|
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||
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{
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|
||
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{
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||
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{
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||
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{
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{
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{
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"date": "2026-05-08T18:54:08Z",
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||
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||
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{
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||
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{
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||
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{
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"date": "2026-05-18T15:54:15Z",
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||
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||
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||
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||
{
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"date": "2026-05-24T00:11:25Z",
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
{
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||
"source": "git"
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||
},
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||
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||
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||
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||
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||
{
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||
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||
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||
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||
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{
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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|
||
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|
||
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|
||
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||
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||
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||
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||
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||
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||
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|
||
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||
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||
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||
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||
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|
||
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||
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||
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|
||
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||
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||
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||
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|
||
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||
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||
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||
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||
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||
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|
||
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|
||
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|
||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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|
||
"devstral-2": 72,
|
||
"devstral-small-2": 68
|
||
},
|
||
"performance_log": []
|
||
},
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||
"pipeline-judge": {
|
||
"current": {
|
||
"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",
|
||
"provider": "Ollama Cloud",
|
||
"color": "#DC2626",
|
||
"category": "meta",
|
||
"capabilities": [],
|
||
"recommendations": [],
|
||
"benchmark": {
|
||
"fit_score": 92,
|
||
"instruction_following": 91
|
||
}
|
||
},
|
||
"history": [
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||
{
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||
"date": "2026-04-06T00:23:50+0100Z",
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||
"commit": "fa68141d",
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||
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||
"from": null,
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||
"to": "",
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||
"reason": "feat: add pipeline-judge agent and evolution workflow system",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-05-25T13:37:20.281Z",
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||
"commit": "sync",
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||
"type": "model_change",
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||
"from": "ollama-cloud/glm-5.1",
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"to": "ollama-cloud/kimi-k2.6",
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||
"reason": "Model update from sync",
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||
"source": "git"
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||
},
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||
{
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"date": "2026-04-06T00:23:50Z",
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"commit": "fa68141d476a6356a2fb0618a124d49c9a8d2c65",
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"type": "model_change",
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"from": null,
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"to": "ollama-cloud/nemotron-3-super",
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||
"reason": "feat: add pipeline-judge agent and evolution workflow system",
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||
"source": "git"
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||
},
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||
{
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||
"date": "2026-04-06T00:48:21Z",
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"commit": "170324765147282e20fd17236378afba6f0db5c9",
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||
"type": "prompt_change",
|
||
"from": null,
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||
"to": "ollama-cloud/nemotron-3-super",
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||
"reason": "feat: add Docker-based evolution testing with precise measurements",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-06T01:35:29Z",
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"commit": "ae471dcd6b6d266bd485279b28c33740470589e7",
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"type": "prompt_change",
|
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"from": null,
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"to": "ollama-cloud/nemotron-3-super",
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||
"reason": "docs: remove Docker references from pipeline-judge",
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||
"source": "git"
|
||
},
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||
{
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"date": "2026-04-06T22:55:12Z",
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"commit": "b9abd91d075308d15ff800986290aeacf3b5fa25",
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"type": "model_change",
|
||
"from": "ollama-cloud/nemotron-3-super",
|
||
"to": "openrouter/qwen/qwen3.6-plus:free",
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||
"reason": "feat: orchestrator evolution — full access + model upgrades + self-evolution protocol",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-12T22:38:41Z",
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||
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
|
||
"type": "model_change",
|
||
"from": "openrouter/qwen/qwen3.6-plus:free",
|
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"to": "ollama-cloud/glm-5.1",
|
||
"reason": "refactor: full agent system revision — migrate to GLM-5.1, fix delegation chains, audit consistency",
|
||
"source": "git"
|
||
},
|
||
{
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||
"date": "2026-04-18T13:49:24Z",
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"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
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"type": "prompt_change",
|
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"from": null,
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||
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
|
||
"source": "git"
|
||
},
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||
{
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||
"date": "2026-05-08T22:03:08Z",
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||
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
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||
"type": "prompt_change",
|
||
"from": null,
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||
"to": "ollama-cloud/glm-5.1",
|
||
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-05-25T14:36:31Z",
|
||
"commit": "4a0c78e5c965188fe669db9cecc430904702728c",
|
||
"type": "model_change",
|
||
"from": "ollama-cloud/glm-5.1",
|
||
"to": "ollama-cloud/kimi-k2.6",
|
||
"reason": "feat(agent-models): apply CRITICAL+HIGH model migrations from research",
|
||
"source": "git"
|
||
}
|
||
],
|
||
"heatmap_scores": {
|
||
"deepseek-v4-pro": 91,
|
||
"deepseek-v4-flash": 88,
|
||
"kimi-k2.6": 92,
|
||
"kimi-k2.5": 85,
|
||
"qwen3-coder-480b": 90,
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
"nemotron-3-super": 81,
|
||
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|
||
"devstral-2": 72,
|
||
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|
||
},
|
||
"performance_log": []
|
||
},
|
||
"planner": {
|
||
"current": {
|
||
"description": "Advanced task planner using Chain of Thought, Tree of Thoughts, and Plan-Execute-Reflect (GNS-2 Tier 0)",
|
||
"mode": "subagent",
|
||
"model": "ollama-cloud/deepseek-v4-pro",
|
||
"provider": "Ollama Cloud",
|
||
"color": "#F59E0B",
|
||
"category": "cognitive",
|
||
"capabilities": [],
|
||
"recommendations": [],
|
||
"benchmark": {
|
||
"fit_score": 91,
|
||
"instruction_following": 89
|
||
}
|
||
},
|
||
"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 excels at planning",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-27T17:00:00Z",
|
||
"commit": "model-research-sync",
|
||
"type": "model_change",
|
||
"from": "ollama-cloud/nemotron-3-super",
|
||
"to": "ollama-cloud/deepseek-v4-pro",
|
||
"reason": "Matrix score 88 for planner on V4-Pro. GPQA 90.1.",
|
||
"source": "research"
|
||
},
|
||
{
|
||
"date": "2026-04-05T02:01:05Z",
|
||
"commit": "774dc9ac4052a1830ec238837fbf7a2c7d6b2518",
|
||
"type": "model_change",
|
||
"from": null,
|
||
"to": "ollama-cloud/gpt-oss:120b",
|
||
"reason": "feat: add cognitive enhancement agents based on research",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-05T05:21:02Z",
|
||
"commit": "caf77f53c8a8f501cf7667ea6f2dd06676506430",
|
||
"type": "model_change",
|
||
"from": "ollama-cloud/gpt-oss:120b",
|
||
"to": "ollama-cloud/nemotron-3-super",
|
||
"reason": "feat: update agent models based on recommendations",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-12T22:38:41Z",
|
||
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
|
||
"type": "prompt_change",
|
||
"from": null,
|
||
"to": "ollama-cloud/nemotron-3-super",
|
||
"reason": "refactor: full agent system revision — migrate to GLM-5.1, fix delegation chains, audit consistency",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-18T13:49:24Z",
|
||
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
|
||
"type": "prompt_change",
|
||
"from": null,
|
||
"to": "ollama-cloud/nemotron-3-super",
|
||
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-30T08:42:10Z",
|
||
"commit": "fb552e00201dae79647e709843781ea34d01630c",
|
||
"type": "model_change",
|
||
"from": "ollama-cloud/nemotron-3-super",
|
||
"to": "ollama-cloud/deepseek-v4-pro",
|
||
"reason": "feat: v3 optimal model assignments + fitness gate",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-05-08T22:03:08Z",
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||
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
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||
"type": "prompt_change",
|
||
"from": null,
|
||
"to": "ollama-cloud/deepseek-v4-pro",
|
||
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
|
||
"source": "git"
|
||
}
|
||
],
|
||
"heatmap_scores": {
|
||
"deepseek-v4-pro": 91,
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
},
|
||
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|
||
},
|
||
"product-owner": {
|
||
"current": {
|
||
"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",
|
||
"provider": "Ollama Cloud",
|
||
"color": "#EA580C",
|
||
"category": "meta",
|
||
"capabilities": [],
|
||
"recommendations": [
|
||
{
|
||
"priority": "critical",
|
||
"target": "ollama-cloud/kimi-k2.6",
|
||
"reason": "product-owner could improve from ollama-cloud/glm-5.1 to kimi-k2.6. Score: 81 → 92 (+11). Verified IF scores from artificialanalysis.ai.",
|
||
"score_before": 81,
|
||
"score_after": 92,
|
||
"score_delta": 11,
|
||
"applied": false
|
||
}
|
||
],
|
||
"benchmark": {
|
||
"fit_score": 81,
|
||
"instruction_following": 90
|
||
}
|
||
},
|
||
"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"
|
||
},
|
||
{
|
||
"date": "2026-04-23T06:24:32Z",
|
||
"commit": "sync",
|
||
"type": "model_change",
|
||
"from": "ollama-cloud/glm-5",
|
||
"to": "ollama-cloud/glm-5.1",
|
||
"reason": "Model update from sync",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-03T20:10:17Z",
|
||
"commit": "47219c42046c482be46664a84c99fd5123b14062",
|
||
"type": "model_change",
|
||
"from": null,
|
||
"to": "ollama-cloud/qwen3.5-122b",
|
||
"reason": "feat: реорганизация структуры агентов и добавление skills согласно документации Kilo Code",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-04T00:50:22Z",
|
||
"commit": "4a69c5323b6686b67a90184ac99b6994fad6748d",
|
||
"type": "model_change",
|
||
"from": "ollama-cloud/qwen3.5-122b",
|
||
"to": "openrouter/qwen/qwen3.6-plus:free",
|
||
"reason": "feat: update agent models to current configuration",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-04T03:18:28Z",
|
||
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
|
||
"type": "prompt_change",
|
||
"from": null,
|
||
"to": "openrouter/qwen/qwen3.6-plus:free",
|
||
"reason": "feat: add mandatory Gitea commenting to all agents",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-05T05:21:02Z",
|
||
"commit": "caf77f53c8a8f501cf7667ea6f2dd06676506430",
|
||
"type": "model_change",
|
||
"from": "openrouter/qwen/qwen3.6-plus:free",
|
||
"to": "ollama-cloud/glm-5",
|
||
"reason": "feat: update agent models based on recommendations",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-05T20:28:47Z",
|
||
"commit": "4af7355429bb6a9336cb608a5d5a3132943653f6",
|
||
"type": "model_change",
|
||
"from": "ollama-cloud/glm-5",
|
||
"to": "qwen/qwen3.6-plus:free",
|
||
"reason": "feat: update agent models based on research recommendations",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-05T23:47:14Z",
|
||
"commit": "1ab9939c92a6201884d8919aeba360dac8b09213",
|
||
"type": "model_change",
|
||
"from": "qwen/qwen3.6-plus:free",
|
||
"to": "openrouter/qwen/qwen3.6-plus:free",
|
||
"reason": "fix: correct OpenRouter model paths across all files",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-12T22:38:41Z",
|
||
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
|
||
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|
||
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|
||
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|
||
"reason": "refactor: full agent system revision — migrate to GLM-5.1, fix delegation chains, audit consistency",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-18T13:49:24Z",
|
||
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
|
||
"type": "prompt_change",
|
||
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|
||
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|
||
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|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-05-08T22:03:08Z",
|
||
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
|
||
"type": "prompt_change",
|
||
"from": null,
|
||
"to": "ollama-cloud/glm-5.1",
|
||
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
|
||
"source": "git"
|
||
}
|
||
],
|
||
"heatmap_scores": {
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
"glm-5": 81,
|
||
"nemotron-3-super": 81,
|
||
"nemotron-3-nano": 62,
|
||
"devstral-2": 72,
|
||
"devstral-small-2": 68
|
||
},
|
||
"performance_log": []
|
||
},
|
||
"prompt-optimizer": {
|
||
"current": {
|
||
"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",
|
||
"provider": "Ollama Cloud",
|
||
"color": "#BE185D",
|
||
"category": "meta",
|
||
"capabilities": [],
|
||
"recommendations": [
|
||
{
|
||
"priority": "critical",
|
||
"target": "ollama-cloud/kimi-k2.6",
|
||
"reason": "prompt-optimizer could improve from ollama-cloud/qwen3.5-122b to kimi-k2.6. Score: 82 → 92 (+10). Verified IF scores from artificialanalysis.ai.",
|
||
"score_before": 82,
|
||
"score_after": 92,
|
||
"score_delta": 10,
|
||
"applied": false
|
||
}
|
||
],
|
||
"benchmark": {
|
||
"fit_score": 82,
|
||
"instruction_following": 92
|
||
}
|
||
},
|
||
"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"
|
||
},
|
||
{
|
||
"date": "2026-04-23T06:24:32Z",
|
||
"commit": "sync",
|
||
"type": "model_change",
|
||
"from": "ollama-cloud/nemotron-3-super",
|
||
"to": "ollama-cloud/glm-5.1",
|
||
"reason": "Model update from sync",
|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-05-24T01:00:00Z",
|
||
"commit": "ollama-cloud-consolidation",
|
||
"type": "model_change",
|
||
"from": "ollama-cloud/glm-5.1",
|
||
"to": "ollama-cloud/qwen3.5",
|
||
"reason": "MIGRATION: qwen3.6-plus was OpenRouter (not Ollama Cloud). qwen3.5 has IF=92, updated 2 days ago, 12.4M pulls.",
|
||
"source": "orchestrator-analysis"
|
||
},
|
||
{
|
||
"date": "2026-05-23T23:35:02.184Z",
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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{
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||
"date": "2026-04-30T08:42:10Z",
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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|
||
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||
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||
{
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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||
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||
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||
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|
||
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|
||
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||
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||
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|
||
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||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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||
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||
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|
||
{
|
||
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|
||
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|
||
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|
||
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|
||
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||
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|
||
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||
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|
||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
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||
{
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||
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||
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||
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||
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||
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||
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||
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||
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|
||
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|
||
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|
||
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||
{
|
||
"date": "2026-04-05T20:28:47Z",
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||
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||
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|
||
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||
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|
||
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|
||
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|
||
},
|
||
{
|
||
"date": "2026-04-05T23:47:14Z",
|
||
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||
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|
||
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|
||
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|
||
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|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-12T22:38:41Z",
|
||
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||
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|
||
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|
||
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|
||
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|
||
"source": "git"
|
||
},
|
||
{
|
||
"date": "2026-04-18T13:49:24Z",
|
||
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||
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||
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|
||
"source": "git"
|
||
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|
||
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||
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||
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|
||
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|
||
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||
{
|
||
"date": "2026-04-30T08:42:10Z",
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||
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||
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||
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||
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||
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|
||
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||
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||
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||
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||
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||
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|
||
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|
||
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|
||
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||
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||
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|
||
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|
||
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|
||
},
|
||
{
|
||
"date": "2026-05-25T14:36:31Z",
|
||
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||
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||
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||
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||
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|
||
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|
||
}
|
||
],
|
||
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|
||
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|
||
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|
||
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||
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||
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||
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||
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||
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|
||
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||
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||
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||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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|
||
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|
||
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|
||
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||
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|
||
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|
||
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|
||
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|
||
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||
{
|
||
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||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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||
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|
||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
"parameters": "284B/13B active MoE"
|
||
},
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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||
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|
||
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||
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|
||
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|
||
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||
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|
||
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|
||
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||
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|
||
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|
||
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||
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||
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||
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||
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|
||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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|
||
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|
||
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|
||
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|
||
},
|
||
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|
||
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|
||
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|
||
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|
||
"parameters": "120B/12B active"
|
||
},
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
},
|
||
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|
||
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|
||
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|
||
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|
||
"parameters": "123B"
|
||
},
|
||
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|
||
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|
||
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|
||
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|
||
"parameters": "24B"
|
||
}
|
||
},
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
]
|
||
}
|
||
} |