eugenezhangco-spec

Golden — Data skill for Claude Code

Data community

Run the pipeline quality check against the golden dataset and report pass/fail.

How to install Golden

Installs to ~/.claude/skills/eugenezhangco-spec-foreman-golden/SKILL.md

Terminal

mkdir -p ~/.claude/skills/eugenezhangco-spec-foreman-golden && curl -fsSL https://raw.githubusercontent.com/eugenezhangco-spec/foreman/HEAD/commands/golden.md -o ~/.claude/skills/eugenezhangco-spec-foreman-golden/SKILL.md

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

What Golden does

description: Run the pipeline quality check against the golden dataset and report pass/fail.

/golden — Run Pipeline Quality Check

Also triggers when you say: "run the golden test", "check the pipeline", "verify the data", "is the pipeline working?"

What This Does

Runs the golden file test — a set of known records checked against expected values in the database. If any field doesn't match the expected value, the test fails and shows exactly what's wrong.

Golden tests are regressi

Alternatives in Data

Dummy Dataset — Generate realistic dummy datasets in CSV, JSON, or SQL 7.8k ★
Context Mode — Benchmark Results — Benchmarked against real outputs from popular Claude Code MCP servers, Skills, and dev tools 5.6k ★
Check Data Quality — Renamed → /portaljs-check-data-quality 2.3k ★