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
{
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"$schema": "./data/evolution.schema.json",
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"version": "2.1.0",
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"lastUpdated": "2026-05-26T12:21:49.721Z",
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"agents": {
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"agent-architect": {
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"current": {
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"description": "Creates, modifies, and reviews new agents, workflows, and skills based on capability gap analysis. Tier 2 meta-agent with self-cascade enabled.",
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"mode": "subagent",
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"model": "ollama-cloud/kimi-k2.6",
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"provider": "Ollama Cloud",
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"color": "#8B5CF6",
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"category": "meta",
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"capabilities": [],
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"recommendations": [],
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"benchmark": {
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"fit_score": 92,
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"instruction_following": 91
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}
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},
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"history": [
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{
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"date": "2026-04-05T22:30:00Z",
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"commit": "auto",
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"type": "model_change",
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"from": "ollama-cloud/nemotron-3-super",
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"to": "openrouter/qwen/qwen3.6-plus:free",
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"reason": "+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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"from": "openrouter/qwen/qwen3.6-plus:free",
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"to": "ollama-cloud/glm-5.1",
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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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"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": "kimi-k2.6 best fit for agent-architect (86). Multimodal for reviewing UI components.",
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"source": "orchestrator-analysis"
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},
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{
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"date": "2026-04-03T20:27:54Z",
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"commit": "a0ef7cd02d3579883287ff0ffc23d1e5932c703a",
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"type": "model_change",
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"from": null,
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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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"from": "ollama-cloud/glm-5",
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"to": "qwen/qwen3.6-plus:free",
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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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"commit": "298dde4273944e17d929b3b774c58e4f09e50753",
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"type": "model_change",
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"from": "qwen/qwen3.6-plus:free",
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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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"commit": "39d5ddf333ff2276580f3bee59b56462f52e9c1d",
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"type": "prompt_change",
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"from": null,
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"to": "ollama-cloud/gpt-oss:120b",
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"reason": "test: add validation functions and autonomous pipeline system tests",
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"source": "git"
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},
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{
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"date": "2026-04-04T03:18:28Z",
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"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
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"type": "prompt_change",
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"from": null,
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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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"commit": "ebbb4d01b23066f27e451334e43899bd96b5ac90",
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"type": "model_change",
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"from": "ollama-cloud/gpt-oss:120b",
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"to": "ollama-cloud/nemotron-3-super",
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"reason": "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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"commit": "a4e09ad5d5e88ee25688b3a2d1c548e3ada0e549",
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"type": "model_change",
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"from": "ollama-cloud/nemotron-3-super",
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"to": "qwen/qwen3.6-plus:free",
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"reason": "feat: upgrade agent models based on research findings",
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"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",
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"reason": "fix: correct model path format for OpenRouter",
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"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",
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"reason": "refactor: full agent system revision — migrate to GLM-5.1, fix delegation chains, audit consistency",
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"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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"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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"from": "ollama-cloud/glm-5.1",
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"to": "ollama-cloud/kimi-k2.6:cloud",
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"reason": "feat: evolutionary agent model upgrades based on recommendation matrix",
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"source": "git"
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},
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{
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"date": "2026-05-04T22:01:45Z",
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"commit": "80dca09ae0a74bd9b1b846e7c91d8b398d80ce9e",
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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": "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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"commit": "47b027a02fc909a303a659282afb228ac2204c0c",
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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",
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"reason": "evolution: remove obsolete :cloud suffix from kimi-k2.6 model id across all configs",
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"source": "git"
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}
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],
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"heatmap_scores": {
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"deepseek-v4-pro": 91,
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"deepseek-v4-flash": 88,
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"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,
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"minimax-m2.5": 74,
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"minimax-m2.7": 72,
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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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},
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"architect-indexer": {
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"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)",
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"mode": "subagent",
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"model": "ollama-cloud/glm-5.1",
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"provider": "Ollama Cloud",
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"color": "#10B981",
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"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",
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"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.",
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"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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"commit": "6b71ea2b574dea773ef424291de119eedd9b470e",
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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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"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
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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",
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"source": "git"
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}
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],
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"heatmap_scores": {
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"deepseek-v4-pro": 91,
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"deepseek-v4-flash": 88,
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"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,
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"minimax-m2.5": 74,
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"minimax-m2.7": 72,
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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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},
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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)",
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"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",
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"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",
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"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.",
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"score_before": 60,
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"score_after": 92,
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"score_delta": 32,
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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": 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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"commit": "8fcd8f8a9b4fc05318af2cd757d0e3a441bf12a4",
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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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"commit": "41eb4c7d4d67a1c395a00f3ff819daa6eb030b9d",
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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",
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"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",
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"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",
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"reason": "feat: update agent models based on research recommendations",
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"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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"from": null,
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"to": "ollama-cloud/qwen3-coder:480b",
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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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"from": "ollama-cloud/qwen3-coder:480b",
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"to": "ollama-cloud/deepseek-v3.2",
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"reason": "feat: evolutionary agent model upgrades based on recommendation matrix",
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"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",
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"from": "ollama-cloud/deepseek-v3.2",
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"to": "ollama-cloud/qwen3-coder:480b",
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"reason": "feat: v3 optimal model assignments + fitness gate",
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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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"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",
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"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
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|
"source": "git"
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},
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{
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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",
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"reason": "fix(agents): add Tool-First Enforcement to agent definitions and global rules",
|
|
"source": "git"
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|
}
|
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],
|
|
"heatmap_scores": {
|
|
"deepseek-v4-pro": 91,
|
|
"deepseek-v4-flash": 88,
|
|
"kimi-k2.6": 92,
|
|
"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,
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"minimax-m2.5": 74,
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"minimax-m2.7": 72,
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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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},
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|
"browser-automation": {
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|
"current": {
|
|
"description": "Browser automation agent using Playwright MCP for E2E testing, form filling, navigation, and web interaction (GNS-2 Tier 0)",
|
|
"mode": "subagent",
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|
"model": "ollama-cloud/deepseek-v4-flash",
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|
"provider": "Ollama Cloud",
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|
"color": "#1E88E5",
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"category": "testing",
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"capabilities": [],
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"recommendations": [
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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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"to": "ollama-cloud/gpt-oss:20b",
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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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"to": "ollama-cloud/qwen3.5-122b",
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"source": "git"
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}
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],
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"mode": "subagent",
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"model": "ollama-cloud/kimi-k2.6",
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"provider": "Ollama Cloud",
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"color": "#B91C1C",
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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": "2026-05-13T09:27:48Z",
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"source": "git"
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}
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},
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"mode": "subagent",
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"model": "ollama-cloud/qwen3-coder:480b",
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{
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{
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"provider": "Ollama Cloud",
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"mode": "subagent",
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"model": "ollama-cloud/kimi-k2.6",
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"provider": "Ollama Cloud",
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"color": "#DC2626",
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{
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"date": "2026-05-25T13:37:20.281Z",
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"date": "2026-04-06T00:48:21Z",
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"reason": "feat: add Docker-based evolution testing with precise measurements",
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},
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{
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"date": "2026-04-06T01:35:29Z",
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{
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"date": "2026-04-12T22:38:41Z",
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"date": "2026-04-18T13:49:24Z",
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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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"mode": "subagent",
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"model": "ollama-cloud/deepseek-v4-pro",
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"provider": "Ollama Cloud",
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"category": "cognitive",
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}
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{
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"date": "2026-04-05T05:21:00Z",
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"commit": "caf77f53c8",
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"from": "ollama-cloud/gpt-oss:120b",
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"reason": "Nemotron 3 Super excels at planning",
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"source": "git"
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},
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{
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"date": "2026-04-27T17:00:00Z",
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"commit": "model-research-sync",
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"type": "model_change",
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"source": "research"
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{
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"type": "model_change",
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},
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{
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"date": "2026-04-05T05:21:02Z",
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"commit": "caf77f53c8a8f501cf7667ea6f2dd06676506430",
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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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{
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"date": "2026-04-18T13:49:24Z",
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"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",
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"to": "ollama-cloud/deepseek-v4-pro",
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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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"date": "2026-04-05T05:21:00Z",
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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",
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"reason": "GLM-5 good for management tasks",
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{
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"to": "ollama-cloud/qwen3.5-122b",
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"reason": "feat: реорганизация структуры агентов и добавление skills согласно документации Kilo Code",
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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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"to": "openrouter/qwen/qwen3.6-plus:free",
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},
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},
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"current": {
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"description": "Improves agent system prompts based on performance failures. Meta-learner for prompt optimization (GNS-2 Tier 1)",
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"mode": "subagent",
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"model": "ollama-cloud/qwen3.5-122b",
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"provider": "Ollama Cloud",
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"color": "#BE185D",
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"category": "meta",
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{
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"priority": "critical",
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"target": "ollama-cloud/kimi-k2.6",
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"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.",
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"score_before": 82,
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}
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],
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}
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},
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"history": [
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{
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"date": "2026-04-05T05:21:00Z",
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"commit": "caf77f53c8",
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"type": "model_change",
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"from": "openrouter/qwen/qwen3.6-plus:free",
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"to": "ollama-cloud/nemotron-3-super",
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"reason": "Research recommendation applied",
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"source": "git"
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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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"from": "ollama-cloud/nemotron-3-super",
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"to": "ollama-cloud/glm-5.1",
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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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"type": "model_change",
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"from": "ollama-cloud/glm-5.1",
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"to": "ollama-cloud/qwen3.5",
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"reason": "MIGRATION: qwen3.6-plus was OpenRouter (not Ollama Cloud). qwen3.5 has IF=92, updated 2 days ago, 12.4M pulls.",
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"source": "orchestrator-analysis"
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},
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{
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"date": "2026-05-23T23:35:02.184Z",
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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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"parameters": "744B/40B active"
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"parameters": "744B/40B active"
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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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}
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} |