How arize-ai/arize-skills works
Arize Skills is a collection of agent-guidance documents and recipes, not an implementation of the Arize platform. An engineer asks a coding agent to perform a task; the agent selects a relevant skill, follows its instructions and uses the ax CLI or other named integrations to produce a change, analysis, or managed resource. The graph covers the README’s major skill capabilities. Skill contents were not sampled, so links between individual skills and specific commands or services are limited to the README’s explicit descriptions.
Main entry points: arize-ai-provider-integration/SKILL.md Configure Providers · arize-phoenix-migration/SKILL.md Migrate Phoenix · arize-instrumentation/SKILL.md Add Instrumentation · arize-span-routing/SKILL.md Route Spans
Components 22
Tracing and Observability
- Add Instrumentation
skills/arize-instrumentation/SKILL.md - Route Spans
skills/arize-span-routing/SKILL.md - Analyze Traces
skills/arize-trace/SKILL.md - Check Instrumentation
skills/arize-instrumentation-health/SKILL.md
Data and Evaluation
- Manage Datasets
skills/arize-dataset/SKILL.md - Run Experiments
skills/arize-experiment/SKILL.md - Build Evaluators
skills/arize-evaluator/SKILL.md - Manage Annotations
skills/arize-annotation/SKILL.md
Prompts and Administration
- Configure Providers
skills/arize-ai-provider-integration/SKILL.md - Manage Prompts
skills/arize-prompts/SKILL.md - Optimize Prompts
skills/arize-prompt-optimization/SKILL.md - Administer Arize
skills/arize-admin/SKILL.md - Generate Deep Links
skills/arize-link/SKILL.md
Migration and Governance
- Migrate Phoenix
skills/arize-phoenix-migration/SKILL.md - Audit Compliance
skills/arize-compliance-audit/SKILL.md
Other components
- Engineer
- Coding Agent
- Arize AX CLI
- Arize AX
- LLM Application
- LLM Provider
- Phoenix
Connections 35
- Engineer → Coding Agent: requests work
- Coding Agent → Add Instrumentation: follows guidance
- Coding Agent → Route Spans: follows guidance
- Coding Agent → Analyze Traces: follows guidance
- Coding Agent → Check Instrumentation: follows guidance
- Coding Agent → Manage Datasets: follows guidance
- Coding Agent → Run Experiments: follows guidance
- Coding Agent → Build Evaluators: follows guidance
- Coding Agent → Manage Annotations: follows guidance
- Coding Agent → Configure Providers: follows guidance
- Coding Agent → Manage Prompts: follows guidance
- Coding Agent → Optimize Prompts: follows guidance
- Coding Agent → Administer Arize: follows guidance
- Coding Agent → Generate Deep Links: follows guidance
- Coding Agent → Migrate Phoenix: follows guidance
- Coding Agent → Audit Compliance: follows guidance
- Add Instrumentation → LLM Application: guides changes
- LLM Application → Arize AX: sends traces
- Analyze Traces → Arize AX CLI: guides export
- Manage Datasets → Arize AX CLI: guides management
- Run Experiments → Arize AX CLI: guides execution
- Build Evaluators → Arize AX CLI: guides evaluation
- Manage Annotations → Arize AX CLI: guides annotation
- Configure Providers → Arize AX CLI: guides configuration
- Manage Prompts → Arize AX CLI: guides management
- Optimize Prompts → Arize AX CLI: guides optimization
- Administer Arize → Arize AX CLI: guides administration
- Generate Deep Links → Arize AX CLI: guides link creation
- Route Spans → LLM Application: guides routing
- Check Instrumentation → LLM Application: guides checks
- Migrate Phoenix → Phoenix: guides export
- Migrate Phoenix → Arize AX: guides import
- Audit Compliance → Engineer: produces checklist
- Coding Agent → Engineer: returns results
- Configure Providers → LLM Provider: guides integration