luzhiyu-econ/replication-package
wiki/attachments/skills/replication-package/SKILL.md
构建完整的学术论文复制包（replication package）。
tools
Updated Apr 7, 2026
$ install --global
skillsauthnpx skillsauth add luzhiyu-econ/luzhiyu-econ.github.io replication-packageInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
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CrowdStrikeAdvanced threat intelligence
50%
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OSV-ScannerOpen Source Vulnerability database check
50%
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OWASP Dep-Check
50%
Last scanned: Apr 7, 2026, 3:17 AM36.6s1 file scanned
SKILL.md
- name:
- replication-package
- description:
- 构建完整的学术论文复制包（replication package）。
- disable-model-invocation:
- true
为当前项目构建复制包。
工作流程：
- 扫描项目结构，识别数据、代码、输出文件
- 创建 replication/ 目录，按标准结构组织：
replication/ ├── README.md ← 复制说明（如何运行） ├── data/ │ ├── raw/ ← 原始数据（或下载说明） │ └── processed/ ← 中间数据 ├── code/ │ ├── 01_clean.py ← 数据清洗 │ ├── 02_analysis.py ← 主分析 │ ├── 03_robust.py ← 稳健性检验 │ └── 04_figures.py ← 图表生成 ├── output/ │ ├── tables/ ← 表格 │ └── figures/ ← 图表 └── requirements.txt ← 依赖列表 - 生成 README.md，包含：
- 论文标题和作者
- 数据来源和获取方式
- 软件环境要求
- 运行步骤（一步一步）
- 预期运行时间
- 文件对应关系（哪个脚本生成哪个表/图）
- 验证所有脚本从头到尾可以运行
- 检查是否有硬编码路径
- 确认随机种子已固定
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