optimize-pipeline

Name: optimize-pipeline
Availability: InStock
Author: Liquilab

Analyze multi-stage trading pipeline latency and report bottlenecks.

Updated Aug 23, 2026

Search Tags:#pipeline #diagnostics #latency #bottlenecks #throughput #optimize #trading

Ready to run

npx skills add https://github.com/Liquilab/Bottie --skill optimize-pipeline

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: optimize-pipeline
Source: https://github.com/Liquilab/Bottie/tree/main/.claude/skills/optimize-pipeline
Command: npx skills add https://github.com/Liquilab/Bottie --skill optimize-pipeline

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyses and optimizes the trading pipeline (detect → evaluate → execute) for bottlenecks, reducing total cycle time and increasing edge.

Core Features & Use Cases

Pipeline Stages Mapping: maps the seven pipeline steps and highlights bottlenecks to enable targeted fixes.
Latency Measurement: measures total poll cycle time and per-wallet latency to quantify delays.
Skip Analysis: explains why trades are skipped or rejected and provides actionable insights.
Optimization Recommendations: delivers structured recommendations, quick wins, and experiment-driven changes to improve throughput.

Quick Start

Run /optimize-pipeline to perform a full pipeline analysis and view latency bottlenecks.

Frequently Asked Questions about optimize-pipeline

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I identify bottlenecks in a multi-stage trading pipeline?▼

To identify trading pipeline bottlenecks, map the detect, evaluate, and execute stages to measure per-wallet latency and total poll cycle time. This process highlights specific delayed steps and quantifies throughput degradation across multiple wallets.

Why does my copy-trading pipeline skip trades and how do I analyze it?▼

Copy-trading pipelines skip trades due to rejection rules or latency issues during evaluation. Analyzing skip reasons involves mapping pipeline steps and logging rejection triggers to provide actionable insights for preventing missed opportunities.

What is the best way to optimize trading pipeline latency for better edge?▼

The best way to optimize trading pipeline latency is to measure total poll cycle time across stages and apply structured recommendations. Implementing quick wins and experiment-driven changes reduces cycle time and increases your trading edge.

Can I measure per-wallet latency across a live trading pipeline?▼

Yes, you can measure per-wallet latency by applying pipeline analytics to live scenarios. Mapping the seven pipeline steps tracks individual wallet delays, quantifying how latency affects decision speed across the detect, evaluate, and execute stages.

How do I get structured optimization recommendations for trading throughput?▼

To get structured optimization recommendations for trading throughput, analyze pipeline analytics to map stages and measure latency. This delivers targeted quick wins and experiment-driven changes to resolve bottlenecks and improve cycle speed.