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Jim Bennett d79183139a Add Arize and Phoenix LLM observability skills (#1204)
* Add 9 Arize LLM observability skills

Add skills for Arize AI platform covering trace export, instrumentation,
datasets, experiments, evaluators, AI provider integrations, annotations,
prompt optimization, and deep linking to the Arize UI.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* Add 3 Phoenix AI observability skills

Add skills for Phoenix (Arize open-source) covering CLI debugging,
LLM evaluation workflows, and OpenInference tracing/instrumentation.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* Ignoring intentional bad spelling

* Fix CI: remove .DS_Store from generated skills README and add codespell ignore

Remove .DS_Store artifact from winmd-api-search asset listing in generated
README.skills.md so it matches the CI Linux build output. Add queston to
codespell ignore list (intentional misspelling example in arize-dataset skill).

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* Add arize-ax and phoenix plugins

Bundle the 9 Arize skills into an arize-ax plugin and the 3 Phoenix
skills into a phoenix plugin for easier installation as single packages.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* Fix skill folder structures to match source repos

Move arize supporting files from references/ to root level and rename
phoenix references/ to rules/ to exactly match the original source
repository folder structures.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* Fixing file locations

* Fixing readme

---------

Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-02 09:58:55 +11:00

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Markdown

# Phoenix Tracing: Projects (Python)
**Organize traces by application using projects (Phoenix's top-level grouping).**
## Overview
Projects group traces for a single application or experiment.
**Use for:** Environments (dev/staging/prod), A/B testing, versioning
## Setup
### Environment Variable (Recommended)
```bash
export PHOENIX_PROJECT_NAME="my-app-prod"
```
```python
import os
os.environ["PHOENIX_PROJECT_NAME"] = "my-app-prod"
from phoenix.otel import register
register() # Uses "my-app-prod"
```
### Code
```python
from phoenix.otel import register
register(project_name="my-app-prod")
```
## Use Cases
**Environments:**
```python
# Dev, staging, prod
register(project_name="my-app-dev")
register(project_name="my-app-staging")
register(project_name="my-app-prod")
```
**A/B Testing:**
```python
# Compare models
register(project_name="chatbot-gpt4")
register(project_name="chatbot-claude")
```
**Versioning:**
```python
# Track versions
register(project_name="my-app-v1")
register(project_name="my-app-v2")
```
## Switching Projects (Python Notebooks Only)
```python
from openinference.instrumentation import dangerously_using_project
from phoenix.otel import register
register(project_name="my-app")
# Switch temporarily for evals
with dangerously_using_project("my-eval-project"):
run_evaluations()
```
**⚠️ Only use in notebooks/scripts, not production.**