116 lines
2.9 KiB
JSON
116 lines
2.9 KiB
JSON
{
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"timestamp": "2026-07-08T18:39:29.554382+00:00",
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"metrics": {
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"daemon": {
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"uptime_minutes": 15,
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"total_ticks": 32,
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"deep_thoughts": 4,
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"alerts_sent": 0,
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"solutions_applied": 0,
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"learned_solutions": 0,
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"errors": 0,
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"crashes": 0,
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"model_calls": 2,
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"model_tokens": 1569
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},
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"cron": {
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"total_jobs": 2,
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"ok_jobs": 0,
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"failed_jobs": 0,
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"no_agent_jobs": 0,
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"agent_jobs": 0
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},
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"skill": {
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"total_skills": 144,
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"avg_score": 4.5,
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"grade_distribution": {
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"A": 0,
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"B": 18,
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"C": 82,
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"D": 44
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},
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"needs_attention": 102,
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"categories": 36
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},
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"model": {
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"total_models_tested": 16,
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"stable_models": 4,
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"unstable_models": 1,
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"dead_models": 11,
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"fastest_model": "mistralai/mistral-large-3-675b-instruct-2512",
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"fastest_latency": 0
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},
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"timestamp": "2026-07-08T18:39:29.554350+00:00"
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},
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"bottlenecks": [
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{
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"area": "model",
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"severity": "info",
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"desc": "大量模型不可用 (11个dead)",
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"suggestion": "可能 NewAPI 后端负载高，特定时段再测"
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},
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{
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"area": "skill",
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"severity": "medium",
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"desc": "技能平均质量偏低 (4.5/10)",
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"suggestion": "运行 skill-manager.py fix 修复元数据，归档低分技能"
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},
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{
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"area": "skill",
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"severity": "low",
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"desc": "102个技能需关注",
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"suggestion": "逐步清理或升级这些技能"
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}
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],
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"trends": [
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{
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"type": "neutral",
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"desc": "模型稳定率 25%（4/16）"
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}
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],
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"recommendations": [
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{
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"priority": "info",
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"area": "model",
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"action": "可能 NewAPI 后端负载高，特定时段再测",
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"expected_impact": "",
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"effort": "30min"
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},
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{
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"priority": "medium",
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"area": "skill",
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"action": "运行 skill-manager.py fix 修复元数据，归档低分技能",
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"expected_impact": "",
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"effort": "15min"
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},
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{
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"priority": "low",
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"area": "skill",
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"action": "逐步清理或升级这些技能",
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"expected_impact": "",
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"effort": "5min"
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},
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{
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"priority": "medium",
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"area": "skill",
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"action": "运行 skill-manager.py archive <name> 归档低分技能（D级44个）",
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"expected_impact": "减少技能库噪音，提升检索质量",
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"effort": "20min"
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},
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{
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"priority": "info",
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"area": "model",
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"action": "考虑将默认模型切换到 mistralai/mistral-large-3-675b-instruct-2512（当前最快稳定模型）",
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"expected_impact": "提升响应速度",
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"effort": "2min"
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},
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{
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"priority": "info",
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"area": "system",
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"action": "运行 optimizer.py collect 定期采集指标，积累数据后分析更准确",
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"expected_impact": "更精准的优化建议",
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"effort": "0min"
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}
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],
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"health_score": 90
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} |