Arize Dataset
CLI-driven Arize dataset CRUD, versioning, and export for LLM eval sets.
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 14, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Jul 18, 2026 · 4046570
Produced exact `ax datasets create --file -` / `ax datasets append --json` syntax straight from the docs (right subcommand plurality, positional NAME_OR_ID, --space requirement) where a cold guess used plausible-sounding but wrong flags — a real, checkable syntax win even without a live Arize account to execute against.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 5/5
- Triggers reliably 5/5
- Output vs. baseline 9/10
- Docs & honesty 5/5
What Arize Dataset does
Wraps the `ax` CLI to create, list, export, and append examples to Arize datasets used for LLM evaluation, with built-in safeguards for schema-mismatch typos and truncated (500-row) exports. Triggers on dataset CRUD language — create dataset, export dataset, append examples, golden dataset, test set — and explicitly defers to sibling arize-trace/arize-experiment skills for tracing or eval-running.
How to install Arize Dataset
git clone https://github.com/github/awesome-copilot
cd awesome-copilot
mkdir -p ~/.claude/skills
cp -r skills/arize-dataset ~/.claude/skills/arize-dataset
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Arize Dataset
-
/arize-datasetCLI-driven Arize dataset CRUD, versioning, and export for LLM eval sets.
It also activates on plain-language prompts like these:
-
Create a new Arize dataset from these eval examples I collected -
Export our golden dataset from Arize so I can review it locally -
Append these new test cases to the existing evaluation dataset
Frequently asked questions
- Is the Arize Dataset skill free?
- Yes. The skill itself is free from github/awesome-copilot. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Arize Dataset work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 14, 2026. Verdict: Tested · Works. Produced exact `ax datasets create --file -` / `ax datasets append --json` syntax straight from the docs (right subcommand plurality, positional NAME_OR_ID, --space requirement) where a cold guess used plausible-sounding but wrong flags — a real, checkable syntax win even without a live Arize account to execute against.
- What is the Arize Dataset SkillProof Score?
- 9.6/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 9/10, docs & honesty 5/5.
- How do I install Arize Dataset?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use Arize Dataset with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.