xiaowei-system/optimization-report.json

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{
"timestamp": "2026-07-19T02:00:45.416959+00:00",
"metrics": {
"daemon": {
"uptime_minutes": 2940,
"total_ticks": 28811,
"deep_thoughts": 2896,
"alerts_sent": 0,
"solutions_applied": 1,
"learned_solutions": 0,
"errors": 486,
"crashes": 0,
"model_calls": 111,
"model_tokens": 144357
},
"cron": {
"total_jobs": 2,
"ok_jobs": 0,
"failed_jobs": 0,
"no_agent_jobs": 0,
"agent_jobs": 0
},
"skill": {
"total_skills": 121,
"avg_score": 6.0,
"grade_distribution": {
"A": 0,
"B": 72,
"C": 48,
"D": 1
},
"needs_attention": 1,
"categories": 33
},
"model": {
"total_models_tested": 16,
"stable_models": 0,
"unstable_models": 0,
"dead_models": 16,
"fastest_model": "",
"fastest_latency": 0
},
"timestamp": "2026-07-19T02:00:45.416895+00:00"
},
"bottlenecks": [
{
"area": "model",
"severity": "high",
"desc": "可用模型不足 (稳定0/16)",
"suggestion": "扩大模型测试范围,或检查 NewAPI 状态"
},
{
"area": "model",
"severity": "info",
"desc": "大量模型不可用 (16个dead)",
"suggestion": "可能 NewAPI 后端负载高,特定时段再测"
},
{
"area": "daemon",
"severity": "medium",
"desc": "Daemon 有 486 个错误",
"suggestion": "审查 daemon 日志中的错误模式"
}
],
"trends": [
{
"type": "negative",
"desc": "Daemon 错误率 0.17/分钟"
},
{
"type": "neutral",
"desc": "模型稳定率 0%0/16"
}
],
"recommendations": [
{
"priority": "high",
"area": "model",
"action": "扩大模型测试范围,或检查 NewAPI 状态",
"expected_impact": "",
"effort": "30min"
},
{
"priority": "info",
"area": "model",
"action": "可能 NewAPI 后端负载高,特定时段再测",
"expected_impact": "",
"effort": "30min"
},
{
"priority": "medium",
"area": "daemon",
"action": "审查 daemon 日志中的错误模式",
"expected_impact": "",
"effort": "15min"
},
{
"priority": "info",
"area": "system",
"action": "运行 optimizer.py collect 定期采集指标,积累数据后分析更准确",
"expected_impact": "更精准的优化建议",
"effort": "0min"
}
],
"health_score": 85
}