This lesson develops Topics, Instructions, Skills, and Data Grounding within Oracle AI for Fusion Cloud HCM: AI Agent Studio Developer Training Ed 1.
The work is anchored to an HCM transformation team creating a governed employee-support agent that answers policy questions and initiates approved transactions, so each decision is connected to a measurable operational result and an accountable owner.
The instructor diagnoses topic scope, routing, descriptions, examples, and overlap prevention, then connects it to system instructions, task guidance, constraints, tone, and deterministic boundaries. The demonstration captures the exact configuration, transaction, command, query, log, or screen evidence needed to prove intended behavior and the applicable control boundary.
Learners build and verify an implementation covering system instructions, task guidance, constraints, tone, and deterministic boundaries and skills, reusable capabilities, grounding sources, retrieval behavior, and citations. The exercise introduces a realistic exception related to ambiguity tests, unsupported requests, stale information, and response-quality tuning and requires a reversible correction supported by before-and-after evidence.
Acceptance requires accurate handling of skills, reusable capabilities, grounding sources, retrieval behavior, and citations, traceable proof for topic scope, routing, descriptions, examples, and overlap prevention, and a repeatable recovery path for ambiguity tests, unsupported requests, stale information, and response-quality tuning. Results must be understandable to both implementers and operational support teams.
Learners compare symptoms, logs, state, dependencies, and recent changes when ambiguity tests, unsupported requests, stale information, and response-quality tuning occurs. The final diagnosis must separate the immediate fix from the preventive control.
The completed output is a tested topics, instructions, skills, and data grounding implementation or analysis, with validation evidence, troubleshooting notes, rollback guidance, and a concise operational handover.