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OpenAI Evals and Observability

Agent skill
1 skill

Use when adding regression evaluation, prompt and model versioning, token and cost telemetry, latency tracking, tracing, dashboards, or operational monitoring for OpenAI-backed AI capabilities. Produces eval dataset structure, scoring harness, regression thresholds, prompt/model metadata, logs, metrics, traces, and runbook notes. Do not use for initial AI architecture, feature ideation, RAG implementation, tool implementation, or agent orchestration.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryEngineeringStars0

About this skill

Use when adding regression evaluation, prompt and model versioning, token and cost telemetry, latency tracking, tracing, dashboards, or operational monitoring for OpenAI-backed AI capabilities. Produces eval dataset structure, scoring harness, regression thresholds, prompt/model metadata, logs, metrics, traces, and runbook notes. Do not use for initial AI architecture, feature ideation, RAG implementation, tool implementation, or agent orchestration.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

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Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 6f12442fd9a931c5342d7eae4de0697bab05d3d41b3095d954dd7da08da76fe6

About scan coverage and limitations

About this listing

Category
Engineering
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
OpenAI Evals and Observability | Agent Skills Atlas