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SkillHub ClubAnalyze Data & AIFull StackBackendData / AI

charls-reproduce

CHARLS (China Health and Retirement Longitudinal Study) database-specific knowledge for reproducing published papers. Use when reproducing or analyzing papers that use CHARLS data, including variable mapping from harmonized to raw questionnaire items, cognitive function scoring (episodic memory, mental status, TICS), CESD-10 depression screening, social isolation index construction, and chronic disease coding. Also use for any CHARLS data cleaning, variable construction, or cohort selection task.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
912
Hot score
99
Updated
March 20, 2026
Overall rating
C3.9
Composite score
3.9
Best-practice grade
B75.1

Install command

npx @skill-hub/cli install xjtulyc-medgeclaw-charls-reproduce

Repository

xjtulyc/MedgeClaw

Skill path: skills/charls-reproduce

CHARLS (China Health and Retirement Longitudinal Study) database-specific knowledge for reproducing published papers. Use when reproducing or analyzing papers that use CHARLS data, including variable mapping from harmonized to raw questionnaire items, cognitive function scoring (episodic memory, mental status, TICS), CESD-10 depression screening, social isolation index construction, and chronic disease coding. Also use for any CHARLS data cleaning, variable construction, or cohort selection task.

Open repository

Best for

Primary workflow: Analyze Data & AI.

Technical facets: Full Stack, Backend, Data / AI.

Target audience: Development teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: xjtulyc.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install charls-reproduce into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/xjtulyc/MedgeClaw before adding charls-reproduce to shared team environments
  • Use charls-reproduce for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.