113 lines
2.7 KiB
JSON
113 lines
2.7 KiB
JSON
{
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"timestamp": "2026-07-26T02:00:47.535701+00:00",
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"metrics": {
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"daemon": {
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"uptime_minutes": 694,
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"total_ticks": 45107,
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"deep_thoughts": 6443,
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"alerts_sent": 0,
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"solutions_applied": 1,
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"learned_solutions": 0,
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"errors": 7719,
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"crashes": 6132,
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"model_calls": 1200,
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"model_tokens": 1579030
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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": 123,
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"avg_score": 6.0,
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"grade_distribution": {
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"A": 0,
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"B": 73,
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"C": 48,
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"D": 2
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},
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"needs_attention": 2,
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"categories": 33
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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": 0,
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"dead_models": 12,
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"fastest_model": "meta/llama-4-maverick-17b-128e-instruct",
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"fastest_latency": 0
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},
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"timestamp": "2026-07-26T02:00:47.535670+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 (12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": "daemon",
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"severity": "high",
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"desc": "Daemon 崩溃 6132 次",
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"suggestion": "检查 daemon.log 定位崩溃原因"
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},
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{
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"area": "daemon",
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"severity": "medium",
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"desc": "Daemon 有 7719 个错误",
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"suggestion": "审查 daemon 日志中的错误模式"
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}
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],
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"trends": [
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{
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"type": "negative",
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"desc": "Daemon 错误率 11.12/分钟"
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},
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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": "high",
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"area": "daemon",
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"action": "检查 daemon.log 定位崩溃原因",
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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": "daemon",
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"action": "审查 daemon 日志中的错误模式",
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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": "info",
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"area": "model",
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"action": "考虑将默认模型切换到 meta/llama-4-maverick-17b-128e-instruct（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": 80
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} |