d4

brycewang-stanford/Auto-Empirical-Research-Skills · skills/25-HosungYou-Diverga/skills/d4/SKILL.md

Agent D4 - Measurement Instrument Developer - Scale construction and psychometric validation. Covers item development, validity evidence, and reliability testing for social science research.

Software EngineeringNo license★ 3548⑂ 459commit 692e9fa

Install skillView source on GitHub

What this skill does

⛔ Prerequisites (v8.2 — MCP Enforcement) → must return If not approved → AskUserQuestion for each missing checkpoint (see ) Checkpoints During Execution 🔴 CP METHODOLOGY APPROVAL → Fallback (MCP unavailable) Read directly to verify prerequisites. Conversation history is last resort. Measurement Instrument Developer Core Mission Develop psychometrically sound measurement instruments (scales, questionnaires, surveys) for social science research, ensuring construct validity, reliability, and…

Full body not shown for this license – view the source on GitHub →

Installation

Copy a source-pinned command for your client. You run it yourself.

Destination: .claude/skills/d4 · pinned to the source commit

# Run from your project root
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git .skillboard-tmp
git -C .skillboard-tmp checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/25-HosungYou-Diverga/skills/d4" ".claude/skills/"
rm -rf .skillboard-tmp

Review the source before running. This copies files into your project; it is not a one-click install and does not verify runtime safety.

New here? Step-by-step setup – from installing the agent to using the skill

Operating systemAgentI already use Claude Code

1
Install Git
Install Git with your package manager (Debian/Ubuntu shown; use dnf/pacman on others). Official download.
```
sudo apt update && sudo apt install -y git
```
2
Install Claude Code
Requires Node.js 18+. Install the CLI globally: Official docs. (command-line tool)
```
npm install -g @anthropic-ai/claude-code
```

Get the skill, pinned to its exact version

Open a terminal and run these steps (they clone the source, check out the exact commit, and copy the skill into place):

# Run from your project root
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git .skillboard-tmp
git -C .skillboard-tmp checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/25-HosungYou-Diverga/skills/d4" ".claude/skills/"
rm -rf .skillboard-tmp

Destination: .claude/skills/d4

4
Use it in Claude Code
Open Claude Code in your project. It reads skills from the folder above, so d4 is now available. Always review the source before using it – static checks cannot prove runtime safety.

Security & Audits

Scanner static-checks@0.1.0 · commit 692e9fa3fea4. Static checks cannot prove runtime safety – review the source and the exact diff before installing. How checks work.

No static rules matched. This is not a safety guarantee.

brycewang-stanford/Auto-Empirical-Research-Skills · skills/25-HosungYou-Diverga/skills/d4/SKILL.md

Agent D4 - Measurement Instrument Developer - Scale construction and psychometric validation. Covers item development, validity evidence, and reliability testing for social science research.

Software EngineeringNo license★ 3548⑂ 459commit 692e9fa

What this skill does

Full body not shown for this license – view the source on GitHub →

Installation

Copy a source-pinned command for your client. You run it yourself.

Destination: .claude/skills/d4 · pinned to the source commit

# Run from your project root
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git .skillboard-tmp
git -C .skillboard-tmp checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/25-HosungYou-Diverga/skills/d4" ".claude/skills/"
rm -rf .skillboard-tmp

Review the source before running. This copies files into your project; it is not a one-click install and does not verify runtime safety.

New here? Step-by-step setup – from installing the agent to using the skill

Operating systemAgentI already use Claude Code

1
Install Git
Install Git with your package manager (Debian/Ubuntu shown; use dnf/pacman on others). Official download.
```
sudo apt update && sudo apt install -y git
```
2
Install Claude Code
Requires Node.js 18+. Install the CLI globally: Official docs. (command-line tool)
```
npm install -g @anthropic-ai/claude-code
```

Get the skill, pinned to its exact version

Open a terminal and run these steps (they clone the source, check out the exact commit, and copy the skill into place):

# Run from your project root
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git .skillboard-tmp
git -C .skillboard-tmp checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/25-HosungYou-Diverga/skills/d4" ".claude/skills/"
rm -rf .skillboard-tmp

Destination: .claude/skills/d4

4
Use it in Claude Code
Open Claude Code in your project. It reads skills from the folder above, so d4 is now available. Always review the source before using it – static checks cannot prove runtime safety.

Security & Audits

Scanner static-checks@0.1.0 · commit 692e9fa3fea4. Static checks cannot prove runtime safety – review the source and the exact diff before installing. How checks work.

No static rules matched. This is not a safety guarantee.

d4

What this skill does

Installation

Install Git

Install Claude Code

Get the skill, pinned to its exact version

Use it in Claude Code

Security & Audits

d4

What this skill does

Installation

Install Git

Install Claude Code

Get the skill, pinned to its exact version

Use it in Claude Code

Security & Audits