github/awesome-copilot · skills/arize-instrumentation/SKILL.md

arize-instrumentation skillB

arize-instrumentation is agent-read markdown (skill) from github/awesome-copilot: 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..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add github/awesome-copilot/arize-instrumentation@v1.0
Exact content
mdr add github/awesome-copilot/arize-instrumentation@sha256:9f591abcf628b13e

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_qrapftijo7bojgnm.svg)](https://markdownregistry.com/a/art_qrapftijo7bojgnm)

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Versions

versioncommittedcommitsizeaudit
v1.0 latest2026-05-13 a4d0afc 24,934 BB view · diff
git:20260504.c7b2aec2026-05-04 c7b2aec 20,319 BB view · diff
git:20260401.d7918312026-04-01 d791831 19,672 BA view

Audit of the latest version

B  16 of 17 checks passed. Deterministic, no model, 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 (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

Source

GitHub

github/awesome-copilot · 39,108 stars · license MIT · pushed 2026-09-17 · 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

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.