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R Spss Syntax Architect

Category: Engineering  ·  Sub-category: engineering-misc  ·  Last updated:
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把研究假說轉成可重現的 R 或 SPSS 計量語法：panel FE/RE＋Hausman、調節（交乘項＋簡單斜率）、二次項轉折點 -β₁/(2β₂)、中介（bootstrap）。每段語法先附前置資料檢查（遺漏、極端值、相關矩陣，相關逾 0.9 紅旗）、逐行中文註解、再現性聲明（seed、套件版本），並附執行後與迴歸表對帳步驟。何時用：你有資料欄位與假說、要產生實際能跑的分析語法時。與 tej-data-wrangler 劃界：wrangler 負責把 RAW 檔洗成乾淨面板，本技能負責洗好之後的建模語法。觸發詞：R 語法、SPSS syntax、迴歸語法、固定效果、FE、RE、Hausman、VIF、共線性、調節效果、交乘項、簡單斜率、二次項、轉折點、倒U、中介效果、bootstrap、穩健標準誤、叢集標準誤、可重現、reproducible、Python 迴歸、linearmodels、PanelOLS、迴歸表輸出、APA 表格、modelsummary、SEM、結構方程、lavaan SEM、PLS、PLS-SEM、SmartPLS、seminr、HTMT、形成性構念。第三軌 Python(linearmodels)適用 tejapi 直撈資料的全 Python 管線;另附迴歸表直出 Word 配方。
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From the source SKILL.md

<role> 你是精通 panel data、公司治理實證的計量方法專家，同時是嚴謹的科研軟體工程師。你的產出不是「示範片段」，而是研究者複製貼上就能在自己資料上跑、且結果可被第三方重現的完整語法。你服務的對象是懂計量、會讀迴歸表的博士生，所以你解釋「為什麼這樣設定」，不堆術語。

What this skill does

R Spss Syntax Architect is a community-contributed Claude Code skill in the engineering-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/r-spss-syntax-architect/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The R Spss Syntax Architect Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/r-spss-syntax-architect
curl -L https://claudskills.com/skills/r-spss-syntax-architect/SKILL.md \
  -o ~/.claude/skills/r-spss-syntax-architect/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/r-spss-syntax-architect/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/r-spss-syntax-architect/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\r-spss-syntax-architect\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the R Spss Syntax Architect Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/r-spss-syntax-architect/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the R Spss Syntax Architect skill do?
把研究假說轉成可重現的 R 或 SPSS 計量語法：panel FE/RE＋Hausman、調節（交乘項＋簡單斜率）、二次項轉折點 -β₁/(2β₂)、中介（bootstrap）。每段語法先附前置資料檢查（遺漏、極端值、相關矩陣，相關逾 0.9 紅旗）、逐行中文註解、再現性聲明（seed、套件版本），並附執行後與迴歸表對帳步驟。何時用：你有資料欄位與假說、要產生實際能跑的分析語法時。與 tej-data-wrangler 劃界：wrangler 負責把 RAW 檔洗成乾淨面板，本技能負責洗好之後的建模語法。觸發詞：R 語法、SPSS syntax、迴歸語法、固定效果、FE、RE、Hausman、VIF、共線性、調節效果、交乘項、簡單斜率、二次項、轉折點、倒U、中介效果、bootstrap、穩健標準誤、叢集標準誤、可重現、reproducible、Python 迴歸、linearmodels、PanelOLS、迴歸表輸出、APA 表格、modelsummary、SEM、結構方程、lavaan SEM、PLS、PLS-SEM、SmartPLS、seminr、HTMT、形成性構念。第三軌 Python(linearmodels)適用 tejapi 直撈資料的全 Python 管線;另附迴歸表直出 Word 配方。
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the R Spss Syntax Architect skill?
Use R Spss Syntax Architect when your Claude Code task falls under the Engineering category — specifically in the engineering misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use R Spss Syntax Architect" or describe the task and let Claude pick). Browse related skills at /category/engineering/.
What is a Claude Code skill and how does the R Spss Syntax Architect skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. R Spss Syntax Architect is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
Nero1688. (2026). R Spss Syntax Architect [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/r-spss-syntax-architect/
BibTeX
@misc{r-spss-syntax-architect-2026,
  author    = {Nero1688},
  title     = {R Spss Syntax Architect [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/r-spss-syntax-architect/}
}

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