arize-annotation SKILL.md skillB

arize-annotation from github/awesome-copilot is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add github/awesome-copilot/arize-annotation@v1.0

Pins v1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
github/awesome-copilot
Path
skills/arize-annotation/SKILL.md
Versions recorded
3
Latest version
v1.0, committed May 13, 2026
First version recorded
Apr 1, 2026
Size
10,807 bytes
Repository stars
40,941
License
MIT

Creates and manages annotation configs (categorical, continuous, freeform label schemas) and annotation queues (human review workflows) on Arize. Applies human annotations to project spans via the Python SDK. Use when the user mentions annotation config, annotation queue, label schema, human feedback, bulk annotate spans, update_annotations, labeling queue, annotate record, or human review.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Arize Annotation Skill

> **`SPACE`** — All `--space` flags and the `ARIZE_SPACE` env var accept a space **name** (e.g., `my-workspace`) or a base64 space **ID** (e.g., `U3BhY2U6...`). Find yours with `ax spaces list`.

This skill covers **annotation configs** (the label schema) and **annotation queues** (human review workflows), as well as programmatically annotating project spans via the Python SDK.

**Direction:** Human labeling in Arize attaches values defined by configs to **spans**, **dataset examples**, **experiment-related records**, and **queue items** in the product UI. This skill covers: `ax annotation-configs`, `ax annotation-queues`, and bulk span updates with `ArizeClient.spans.update_annotations`.

---

## Prerequisites

Proceed directly with the task — run the `ax` command you need. Do NOT check versions, env vars, or profiles upfront.

If an `ax` command fails, troubleshoot based on the error:
- `command not found` or version error → see references/ax-setup.md
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add github/awesome-copilot/arize-annotation@sha256:7c8370632bfb017a

The line at the top of this page pins the label v1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_hflvsm2zrmiywzbv.svg)](https://markdownregistry.com/a/art_hflvsm2zrmiywzbv)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Apr 1, 2026 and May 13, 2026, about one every 21 days. Its first recorded version is graded A and its latest B.

versioncommittedcommitsizeaudit
v1.0 latest2026-05-13 a4d0afc 10,807 BB view · diff
git:20260504.c7b2aec2026-05-04 c7b2aec 10,779 BB view · diff
git:20260401.d7918312026-04-01 d791831 7,745 BA view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: No instruction to read or print local credentials (matched: read `.env)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (10807 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

github/awesome-copilot · 40,941 stars · license MIT · pushed 2026-11-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hflvsm2zrmiywzbv
GET https://markdownregistry.com/api/v1/resolve?ref=github/awesome-copilot/arize-annotation
GET https://markdownregistry.com/api/v1/blob/7c8370632bfb017a36c4c1315c60410a334f2cd3e2054165fba1bac37df40af3

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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