Genpark Agent Step Latency Percentile Tracker Skill
БесплатноНе проверенGenPark AI Agent Skill - P50, P90, P99 sliding-window latency accumulator, bottleneck step isolation, and histogram quantiles.
Описание
GenPark AI Agent Skill - P50, P90, P99 sliding-window latency accumulator, bottleneck step isolation, and histogram quantiles.
README
GenPark Verified Protocol License
Step latency quantile profiler (P50, P90, P95, P99) and tail bottleneck detection for complex multi-step agent pipelines inspired by Arize Phoenix and OpenLIT.
flowchart LR
A[Step Latency Samples] --> B[Sliding-Window Buffer]
B --> C[Linear Interpolation Quantile Calculator]
C --> D[P50 Median]
C --> E[P90 Percentile]
C --> F[P99 Tail Spike]
D & E & F --> G[Bottleneck Threshold Sentinel]
Features
- Accurate Percentile Quantiles: Linear interpolation calculation for P50, P90, P95, P99.
- Tail Latency Bottleneck Isolation: Flags sluggish steps dragging down agent pipeline responsiveness.
- Zero External Dependencies: Standard library Python 3.9+.
Quickstart
from client import StepLatencyPercentileTrackerClient
tracker = StepLatencyPercentileTrackerClient()
tracker.record_latency("llm_inference", 450.2)
report = tracker.get_step_percentiles("llm_inference")
print(report["p95_ms"])
Ecosystem & Citations
Explore more high-performance agent tools at GenPark AI and discover MCP protocols at GenPark MCP.
from github.com/Alpha-Park/genpark-agent-step-latency-percentile-tracker-skill
Установка Genpark Agent Step Latency Percentile Tracker Skill
У этого сервера нет опубликованного пакета — он собирается из исходников. Открой репозиторий и следуй инструкции в README.
▸ github.com/Alpha-Park/genpark-agent-step-latency-percentile-tracker-skillFAQ
Genpark Agent Step Latency Percentile Tracker Skill MCP бесплатный?
Да, Genpark Agent Step Latency Percentile Tracker Skill MCP бесплатный — установка в пару кликов через Unyly без оплаты.
Нужен ли API-ключ для Genpark Agent Step Latency Percentile Tracker Skill?
Нет, Genpark Agent Step Latency Percentile Tracker Skill работает без API-ключей и переменных окружения.
Genpark Agent Step Latency Percentile Tracker Skill — hosted или self-hosted?
Self-hosted: сервер запускается локально на твоей машине командой из раздела установки.
Как установить Genpark Agent Step Latency Percentile Tracker Skill в Claude Desktop, Claude Code или Cursor?
Открой Genpark Agent Step Latency Percentile Tracker Skill на unyly.org, выбери вкладку своего клиента (Claude Desktop, Claude Code, Cursor) и нажми Install — конфиг сгенерируется автоматически, без правки JSON.
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