Menu

Individual skill

jse-tju-robustness-reproducibility

0upvotes

Use when stress-testing and packaging the reproducibility evidence for 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), including parameter sensitivity, initial conditions, alternative models and metrics, extreme scenarios, Monte Carlo repetition, random seeds, software versions, data and code statements, and explicit failure boundaries.

Journal-of-Systems-Engineering-Skills/skills/jse-tju-robustness-reproducibility/SKILL.md

Read pinned source

Source commit 932eb23331721b16e967c59f093781be1928b498

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
Yes
Observed behavior
Not checked yet
Last checked
Nov 9, 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)
1,412
Repository last updated
Sep 27, 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

# 《系统工程学报》稳健性与可复现性（jse-tju-robustness-reproducibility）

## 触发时机

当主验证已经建立，需要判断结论是否依赖单组参数、初值、模型、指标、随机样本或软件环境时使用。
稳健性不是在正文末尾追加若干表，而是对核心主张的有效域做压力测试；可复现性则让读者能够重建
输入、执行与输出。工具接口建议见 [`code/README.md`](../../resources/code/README.md)。

## 输入诊断

收集核心主张、主验证设计、数据/实例、参数表、代码入口、随机过程、软件环境、已有敏感性结果和
数据共享限制。先建立依赖清单：

- 哪些参数来自数据、文献、校准或任意设定？
Back to top