performance-monitor by 404kidwiz/claude-supercode-skills
npx skills add https://github.com/404kidwiz/claude-supercode-skills --skill performance-monitor提供在监控、基准测试和优化 AI 智能体性能方面的专业知识。专精于令牌使用跟踪、延迟分析、成本优化,并为 AI 系统实施质量评估指标。
在以下情况调用此技能:
在以下情况不要调用:
/performance-engineer/sre-engineer/ml-engineer/prompt-engineer广告位招租
在这里展示您的产品或服务
触达数万 AI 开发者,精准高效
Optimization Goal?
├── Cost Reduction
│ ├── Token usage → Prompt optimization
│ └── API calls → Caching, batching
├── Latency
│ ├── Time to first token → Streaming
│ └── Total response time → Model selection
├── Quality
│ ├── Accuracy → Evals with ground truth
│ └── Consistency → Multiple run analysis
└── Reliability
└── Error rates, retry patterns
| 反面模式 | 问题 | 正确方法 |
|---|---|---|
| 无令牌跟踪 | 意外成本 | 检测所有调用 |
| 无评估的优化 | 质量下降 | 优化前先测量 |
| 仅使用平均延迟 | 掩盖尾部延迟 | 使用百分位数 |
| 无提示词版本控制 | 无法关联变更 | 版本控制并跟踪 |
| 忽略缓存 | 重复成本 | 缓存稳定的响应 |
每周安装量
67
代码仓库
GitHub 星标数
43
首次出现
2026年1月24日
安全审计
安装于
opencode54
codex51
gemini-cli51
cursor45
claude-code45
github-copilot43
Provides expertise in monitoring, benchmarking, and optimizing AI agent performance. Specializes in token usage tracking, latency analysis, cost optimization, and implementing quality evaluation metrics (evals) for AI systems.
Invoke this skill when:
Do NOT invoke when:
/performance-engineer/sre-engineer/ml-engineer/prompt-engineerOptimization Goal?
├── Cost Reduction
│ ├── Token usage → Prompt optimization
│ └── API calls → Caching, batching
├── Latency
│ ├── Time to first token → Streaming
│ └── Total response time → Model selection
├── Quality
│ ├── Accuracy → Evals with ground truth
│ └── Consistency → Multiple run analysis
└── Reliability
└── Error rates, retry patterns
| Anti-Pattern | Problem | Correct Approach |
|---|---|---|
| No token tracking | Surprise costs | Instrument all calls |
| Optimizing without evals | Quality regression | Measure before optimizing |
| Average-only latency | Hides tail latency | Use percentiles |
| No prompt versioning | Can't correlate changes | Version and track |
| Ignoring caching | Repeated costs | Cache stable responses |
Weekly Installs
67
Repository
GitHub Stars
43
First Seen
Jan 24, 2026
Security Audits
Gen Agent Trust HubPassSocketPassSnykPass
Installed on
opencode54
codex51
gemini-cli51
cursor45
claude-code45
github-copilot43
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