LLM Golden Dataset Builder

Category: Engineering · Sub-category: testing

ai:llmtype:review

Use this skill when a developer wants to build or expand a golden dataset for regression testing. Triggers on: "build a golden dataset", "create a test dataset", "curate eval examples", "promote logs to dataset", "build regression test cases", "I need a golden dataset", "select good examples for testing", "create a baseline dataset", "curate passing traces". Takes production logs with eval results and helps the developer select, review, and curate representative examples into a structured golden dataset ready for regression testing.

What this skill does

LLM Golden Dataset Builder is a community-contributed Claude Code skill in the testing sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/llm-golden-dataset-builder/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The LLM Golden Dataset Builder skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It is part of the open ClaudSkills registry, a community-curated catalog of 56,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/llm-golden-dataset-builder
curl -L https://claudskills.com/skills/llm-golden-dataset-builder/SKILL.md \
  -o ~/.claude/skills/llm-golden-dataset-builder/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/llm-golden-dataset-builder/. Claude Code auto-discovers it on next session.

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

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

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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt

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