Latency Budgets

Manage latency budgets and enforce hot-path discipline in high-frequency trading systems.

2|Updated Jun 30, 2026
One-click install
npx skills add https://github.com/Canhada-Labs/ceo-orchestration --skill latency-budgets
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Latency Budgets
Source: https://github.com/Canhada-Labs/ceo-orchestration/tree/main/.claude/skills/domains/trading-hft/skills/latency-budgets
Command: npx skills add https://github.com/Canhada-Labs/ceo-orchestration --skill latency-budgets

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of managing and optimizing latency budgets in high-frequency trading systems, ensuring efficient and reliable execution.

Core Features & Use Cases

  • Latency Budgeting: Sets and monitors wire-to-wire latency targets for trading systems.
  • Hot-Path Discipline: Enforces rules for minimizing hot-path latency, such as avoiding heap allocations and syscalls.
  • Continuous Measurement: Requires measurement plans and regression alerts for all code paths.
  • Use Case: When developing a new trading strategy or onboarding a new venue with stricter latency SLAs, this skill helps ensure the system meets performance requirements.

Quick Start

Activate the Latency Budgets skill when reviewing code changes in the trading system that affect latency-sensitive paths.

Frequently Asked Questions about Latency Budgets

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

FAQPage Schema
What is latency budgeting in high-frequency trading systems?

Latency budgeting sets and monitors wire-to-wire latency targets for high-frequency trading systems, enforcing hot-path discipline and continuous measurement to ensure precise performance and strict latency SLAs.

How do I enforce hot-path discipline to minimize trading system latency?

Enforce hot-path discipline by applying rules that minimize latency-sensitive path overhead, such as avoiding heap allocations and syscalls, while continuously measuring and setting regression alerts for all code paths.

When do I need to set wire-to-wire latency targets for a trading system?

Set wire-to-wire latency targets when developing a new trading strategy or onboarding a new venue with stricter latency SLAs, ensuring the system meets precise performance requirements through continuous measurement.

How do I measure and monitor latency regression in high-frequency trading code?

Measure latency regression by activating latency budgets when reviewing code changes affecting latency-sensitive paths, requiring continuous measurement plans and regression alerts for all hot-path code.

Can I use latency budgeting for systems outside of high-frequency trading?

Latency budgeting applies to systems requiring precise wire-to-wire performance and strict latency targets, so it suits any performance-critical system needing hot-path discipline, not exclusively high-frequency trading.

Why does my high-frequency trading system miss strict latency SLAs on new venues?

Missing strict latency SLAs often results from unmanaged hot-path overhead like heap allocations and syscalls; latency budgeting enforces discipline and continuous measurement to meet wire-to-wire performance targets.