SPSS Academic Workflow

Scaffolds an 8-stage reproducible SPSS research project and drives it via a separate paid SPSS-MCP server.

av EXIST-D · EXIST-D/spss-academic-workflow

Fungerar med konfiguration ★ 8.4/10

SPSS Academic Workflow — Scaffolds an 8-stage reproducible SPSS research project and drives it via a separate paid SPSS-MCP server.

Vad den gör

Organizes a raw dataset into a full reproducible empirical-research project (01_source_data through 08_project_admin), drives SPSS or SPSS-MCP analyses, and writes up a Chinese-language LaTeX paper with tables and a compiled PDF. Triggers on SPSS/SPSS-MCP analysis requests, especially ones that end in a Chinese academic results write-up; requires Windows, a locally licensed IBM SPSS Statistics install, and the separate Exekiel179/SPSS-MCP server (not bundled) to actually run analyses.

Testrapport

Actually ran the bundled scaffold script on a throwaway CSV and it built the exact 8-stage project tree, research-design skeleton, and a ctexart LaTeX template the docs describe, byte for byte — but the skill's actual analysis engine is gated behind a paid, Windows-only IBM SPSS Statistics install plus a separate uninstalled MCP server (Exekiel179/SPSS-MCP), so the core 'run the statistics' promise couldn't be exercised here.

Testad: 2026-07-16 · Claude Code 2.x (agent harness)

Installation

git clone https://github.com/EXIST-D/spss-academic-workflow
cd spss-academic-workflow
mkdir -p ~/.claude/skills
cp -r skills/spss-academic-workflow ~/.claude/skills/spss-academic-workflow

Kommandon och exempelprompter

  • /spss-academic-workflowScaffolds an 8-stage reproducible SPSS research project and drives it via a separate paid SPSS-MCP server.

Skills triggas av vanliga förfrågningar — inga kommandon att memorera. Efter installationen aktiverar prompter som dessa skillen (på engelska):

  • scaffold a reproducible research project from my raw survey CSV
  • set up the eight-stage folder structure for my SPSS thesis
  • turn my SPSS results into a formal Chinese-language paper with tables