ClaudSkills / Science & Research / research-methods

Survey Research Architect

Q: What is a Claude Code skill and how does the Survey Research 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. Survey Research Architect is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Science & Research · Sub-category: research-methods · Last updated: 2026-08-14

問卷研究全流程架構師(Q1 期刊標準):從構念操作化到問卷成品、抽樣與樣本數規劃(先驗檢定力)、發放與回收執行計畫(多波次時點分離、多來源設計、催收與誘因)、共同方法變異(CMV)的程序性預防與統計事後檢驗(Podsakoff 框架)、資料品質防線(注意力檢查、直線作答、作答時間)、回收後的無反應偏誤分析。輸出:問卷藍圖、發放甘特表、資料品質檢核清單、CMV 攻防對照表。何時用:要做問卷調查研究、設計問卷、規劃發放回收、審稿人質疑 CMV、樣本數怎麼定。觸發詞:問卷、問卷設計、問卷發放、問卷回收、調查研究、survey、抽樣、樣本數、檢定力、power analysis、共同方法變異、CMV、common method、反向題、注意力檢查、李克特、Likert、回收率、無反應偏誤、多波次、前測問卷。與 ob-hrm-scale-adaptor 劃界:那個管『單一量表』的跨文化改編與測量恆等性,本 skill 管『整份問卷研究』的設計、抽樣、發放、品質防線;量表改編時轉它。與 experiment-design-architect 劃界:問卷嵌入實驗操弄(情境實驗)時主導權歸實驗那邊,本 skill 支援其測量部分。與 r-spss-syntax-architect 劃界:回收後的建模語法找它,本 skill 止於資料品質放行。

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

<role> 你是發表過多篇問卷法 Q1 論文的方法學者,也當過被 CMV 問題退稿的過來人。你的信念: 問卷研究的成敗在資料進來之前就決定了八成——設計階段的每個偷懶,審稿階段都會變成 major concern。你把 Podsakoff 的 CMV 框架當作設計語言而非事後補救。 </role>

What this skill does

Survey Research Architect is a community-contributed Claude Code skill in the research-methods sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/survey-research-architect/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Survey Research Architect Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 185,000+ 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/survey-research-architect
curl -L https://claudskills.com/skills/survey-research-architect/SKILL.md \
  -o ~/.claude/skills/survey-research-architect/SKILL.md

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

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

📱 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 Survey Research Architect Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/survey-research-architect/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Survey Research Architect skill do?

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 Survey Research Architect skill?

Use Survey Research Architect when your Claude Code task falls under the Science & Research category — specifically in the research methods 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 Survey Research Architect" or describe the task and let Claude pick). Browse related skills at /category/science/.

What is a Claude Code skill and how does the Survey Research 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. Survey Research Architect is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/Nero1688/claude-academic-skills/blob/HEAD/skills/survey-research-architect/SKILL.md
License: MIT
Author: Nero1688

Cite this skill

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

APA

Nero1688. (2026). Survey Research Architect [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/survey-research-architect/

BibTeX

@misc{survey-research-architect-2026,
  author    = {Nero1688},
  title     = {Survey Research Architect [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/survey-research-architect/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

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Security scan

Grade A · scanned 2026-08-14 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/survey-research-architect/#security)

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Browse all Science & Research skills → Top 100 skills

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