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arize-instrumentation
Adds Arize AX tracing to an LLM application for the first time. Detects the stack, routes to the single matching integration doc, wires auto-instrumentation after user confirmation, and verifies traces land. 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.
Why this score
This repo hosts 10 skills, so its 65 stars are split between them (about 7 each) for scoring.
Popularity score: 58/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit b72129140f64, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onearize-instrumentation Arize-ai/arize-skills · Skill | 58 | ★ 65 | ≈102 always | 16d ago |
| otel-instrumentation dash0hq/agent-skills · Skill Both about instrumentation and telemetry | 63 | ★ 98 | ≈86 always | 19d ago |
| dynamic-instrumentation gmh5225/awesome-llvm-security · Skill Both about instrumentation and tracing | 64 | ★ 887 | ≈60 always | 1mo ago |
| appinsights-instrumentation microsoft/azure-skills · Skill Both about instrumentation and instrument | 71 | ★ 1.6k | ≈83 always | 19d ago |
| sentry-instrumentation tortastudios/sentry-instrumentation · Skill Both about instrumentation and instrument | 51 | ★ 24 | ≈156 always | 5mo ago |
| nebula-logger-instrumentation jongpie/NebulaLogger · Skill Both about instrumentation and add | 72 | ★ 971 | ≈70 always | 17d ago |