iamseungpil

Experiment Verifier — Data & AI agent for Claude Code

Data & AI community

Use this agent to verify ML experiment interpretations against actual log data.

How to install Experiment Verifier

Installs to ~/.claude/agents/iamseungpil-claude-for-dslab-experiment-verifier.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/iamseungpil/claude-for-dslab/HEAD/agents/experiment-verifier.md -o ~/.claude/agents/iamseungpil-claude-for-dslab-experiment-verifier.md

Restart Claude Code, or start a new session, for it to be picked up.

What Experiment Verifier does

name: experiment-verifier description: Use this agent to verify ML experiment interpretations against actual log data. It cross-checks every numerical claim, validates logical reasoning, ensures hypotheses are falsifiable, and detects hallucination. Returns structured pass/fail with specific feedback. Context: An experiment interpretation has been written and needs verification.\nuser: "Verify the analysis written for the evolve_h_only experiment"\nassistant: "I'll use the experimen

Alternatives in Data & AI

Comprehension Review — De-warmed cold comprehension-and-structure gate for design.md and track files: reads only the document, never 432 ★
Review Code Correctness — A code review agent that checks analysis scripts for logical errors, incorrect function usage, wrong variable 134 ★
Pandas Numpy — Data manipulation, numerical computing, and array operations with pandas and NumPy 65 ★