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Oracle Enterprise AI guidance for building, deploying, securing, estimating cost for, and integrating AI models, agents, RAG, Responses API workflows, custom or imported models, fine-tuning, model endpoints, private endpoints, vector stores, File Search, Code Interpreter, MCP tools, SQL Search, hosted agentic applications, and Oracle platform integrations.
Passed 20 of 21 test cases with the skill, and 3 of 21 without it.
and 25 more in the full report
18 fixed3 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 17 test cases the skill fixed. Same model, same prompt, with and without the skill.
In the oci/enterprise-ai directory structure, where is the OpenAI configuration schema located?
| Checked | Without skill | With skill |
|---|---|---|
| specifies oci/enterprise-ai/agents/openai.yaml | Missed | Passed |
The instructions your model reads when the skill loads.
Use this OCI subdomain as the front door for Oracle Enterprise AI work. Start here when the user goal is about the AI outcome rather than a specific Oracle service name.
db/features/ instead of duplicating Select AI, vector search, or DBMS_VECTOR guidance.oci/enterprise-ai/
├── models/
├── agent-workflows/
├── governance/
├── data/
├── cost/
├── integrations/
└── agents/
└── openai.yaml
| User Goal | Start With |
|---|---|
| Choose or invoke OCI-hosted models, embeddings, rerank, endpoints, or dedicated serving | models/enterprise-ai-models.md |
| Import, fine-tune, host, or lifecycle-manage a custom model | models/custom-and-imported-models.md |
| Build an API-first agent with OpenAI-compatible OCI APIs | agent-workflows/responses-api-agents.md |
| Deploy a packaged agent runtime on OCI-managed infrastructure | agent-workflows/hosted-applications.md |
| Choose the right tool pattern: File Search, Code Interpreter, Function Calling, MCP, or SQL Search | agent-workflows/agent-tools.md |
| Ground answers in documents, vector stores, SQL, or Oracle Database vector search | data/rag-and-search.md |
| Estimate OCI Generative AI or OCI Generative AI Agents cost drivers | cost/cost-estimation.md |
| Secure model or agent access with IAM, private networking, OAuth, guardrails, or audit controls | governance/private-endpoints-and-governance.md |
| Connect Enterprise AI to Autonomous Database, APEX, Oracle Integration, Fusion, or OCI AI Services | integrations/oracle-platform-integrations.md |
test cases passed, vs 3 / 21 without
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