Individual skill

light-experiment

Execute and document computational research experiments, especially after light-design. Use for 实验落地、实现并运行实验、数值仿真、训练与消融、算法或系统基准测试、失败诊断、续跑、实验过程及原始产物归档. Connect frozen designs to actual code, inputs, bounded runs, logs, raw outputs, QC and traceable findings. Idea discovery, study design alone, physical laboratory operations and manuscript writing belong elsewhere.

light-experiment/SKILL.md

Read pinned source

Source commit 6597430ad09d8f7c3518ec4cb08829be2b417e18

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
No
Observed behavior
Network or broad shell
Last checked
Nov 8, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
883
Repository last updated
Nov 7, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# Light Experiment

## 项目目录与续作

需要落盘或继续已有项目时,先读 [项目目录约定](references/project-layout.md),按其中的本阶段位置、版本与关联规则保存;用户指定路径和旧项目优先。包内资源相对本 skill,研究产物相对真实项目,二者不要混用。只做局部讨论时无需初始化目录。

项目已有 `Memory/` 时先恢复当前记忆、检索本轮设计/运行/故障,再回原生设计、运行和日志核对版本与状态;记忆不能代替读取真实证据。项目已有 `Workflow/` 时接住当前任务、输入版本、依赖和剩余预算。缺少这些目录时直接处理实际材料,不为一次运行先创建整个科研流程。

把计算实验的设计**实际实现、运行、检查并留下可追溯的原始证据**。覆盖计算机、数学与理工科的计算研究,包括 ML、数值计算、仿真、算法和系统评测。默认中文交流。不执行湿实验、仪器操作或招募。

宿主负责实现、选择工具、科学判断和持续推进;附带的 Python 标准库工具负责冻结交接、限额运行、原样记录和完整性检查。它不是自动科研平台,不调用模型、不联网、不安装依赖。只整理已有结果时不启动新实验;用户要求执行时,在已明确的范围和预算内继续完成,不把每一步都变成确认问题。

## 按任务选入口