arize-instrumentation SKILL.md skillB
arize-instrumentation from github/awesome-copilot is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add github/awesome-copilot/arize-instrumentation@v1.0Pins 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-instrumentation/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0, committed May 13, 2026
- First version recorded
- Apr 1, 2026
- Size
- 24,934 bytes
- Repository stars
- 40,941
- License
- MIT
Adds Arize AX tracing to an LLM application for the first time. Follows a two-phase agent-assisted flow to analyze the codebase then implement instrumentation after user confirmation. Use when the user wants to instrument their app, add tracing from scratch, set up LLM observability, integrate OpenTelemetry or openinference, or get started with Arize tracing.
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 Instrumentation Skill Use this skill when the user wants to **add Arize AX tracing** to their application. Follow the **two-phase, agent-assisted flow** from the [Agent-Assisted Tracing Setup](https://arize.com/docs/ax/alyx/tracing-assistant) and the [Arize AX Tracing — Agent Setup Prompt](https://arize.com/docs/PROMPT.md). ## Quick start (for the user) If the user asks you to "set up tracing" or "instrument my app with Arize", you can start with: > Follow the instructions from https://arize.com/docs/PROMPT.md and ask me questions as needed. Then execute the two phases below. ## Core principles - **Prefer inspection over mutation** — understand the codebase before changing it. - **Do not change business logic** — tracing is purely additive. - **Use auto-instrumentation where available** — add manual spans only for custom logic not covered by integrations. - **Follow existing code style** and project conventions. - **Keep output concise and production-focused** — do not generate extra documentation or summary files. …
Read the whole file at its exact version.
How to install
mdr add github/awesome-copilot/arize-instrumentation@sha256:9f591abcf628b13eThe 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.
[](https://markdownregistry.com/a/art_qrapftijo7bojgnm)
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.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0 latest | 2026-05-13 | a4d0afc | 24,934 B | B | view · diff |
| git:20260504.c7b2aec | 2026-05-04 | c7b2aec | 20,319 B | B | view · diff |
| git:20260401.d791831 | 2026-04-01 | d791831 | 19,672 B | A | view |
Audit of the latest version
- 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 (24934 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/awesome-copilot · 40,941 stars · license MIT · pushed 2026-11-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qrapftijo7bojgnm GET https://markdownregistry.com/api/v1/resolve?ref=github/awesome-copilot/arize-instrumentation GET https://markdownregistry.com/api/v1/blob/9f591abcf628b13e682a9e838cce58aaa569c5bd513a88853696a352a3fe2798
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.