optimize

仓库创建 2026年4月7日最近提交 21 天前SkillHot 收录 21 天前

▸ 精选理由

用 DoE 自动找出高影响因子，远比盲目单变量调参省时有效。

这个 Skill 做什么

对可量化指标运行多变量试验矩阵以找出真正影响性能的因素。

对可量化的指标（响应时间、构建时间、token 成本等）用实验设计跑试验矩阵，最多同时测试 6 个变量，找出真正影响结果的因子。用在你说“把 X 加速”“降低某个指标”或想系统性优化目标时。默认做多变量 DoE，若只有单变量则退回逐一调整的循环方法。

▸ 展开 SKILL.md 英文原文

Use when the user says "optimize this", "optimization", "make X faster", "reduce <metric>", or "speed up my app". Runs a Design of Experiments test matrix — up to 6 variables in one pass — to find which variable actually moves the number. Falls back to one-at-a-time loop for single variables.

开发编程实验设计性能优化通用

Stars

Forks

仓库内 Skill

7 日增星

安装 / 使用

给你的 Agent 一句话（通用）

帮我安装这个 skill：https://raw.githubusercontent.com/tyroneross/build-loop/main/skills/optimize/SKILL.md

或 curl 直取 SKILL.md

curl -fsSL "https://raw.githubusercontent.com/tyroneross/build-loop/main/skills/optimize/SKILL.md"

SKILL.MD 节选查看完整文件 ↗

<!-- SPDX-FileCopyrightText: 2025-2026 Tyrone Ross, Jr <46267523+tyroneross@users.noreply.github.com> | SPDX-License-Identifier: Apache-2.0 -->

# Optimize

Improve a number you can measure. Build time. Lines of code. Response time. Token cost. Anything where you can write a one-line command that returns a number.

Two modes.

**Multi-variable mode (default).** Run multiple tests in a single experiment using Design of Experiments. You can test six variables at once instead of one. The skill plans the test matrix, runs each combination, and measures the metric on each. It tells you which variable really moved the number. It also tells you which variables only seemed to matter because they hap

via SKILL·HOT · 数据来自 GitHub 公开信息 · 原文版权归作者所有