EDUCATION / SPECIALIST AGENT
Institutional reporting agent
Prepare evidence behind enrollment, resource, and administrative metrics.
WORKFLOW · AVAILABILITY NOT CONFIRMEDWHAT THE ROLE IS FOR
A specific task.
A reviewable output.
Prepare evidence behind enrollment, resource, and administrative metrics.
Context it needs
Period rules, reporting grain, source definitions, and exclusions.
Proposed output
A definition and discrepancy brief for institutional data owners.
PROPOSED WORKFLOW
From authorized request
to a specialist-reviewed result.
- 01
Scope the request
Prepare evidence behind enrollment, resource, and administrative metrics.
- 02
Retrieve the permitted evidence
Period rules, reporting grain, source definitions, and exclusions.
- 03
Prepare the proposed result
A definition and discrepancy brief for institutional data owners.
- 04
Review and record the decision
Admissions, grading, eligibility, accommodations, and learner interventions remain with authorized institutional personnel.
This page describes a proposed role. It does not run an agent, connect to systems, or authorize an action.
DOMAIN MEANING
Preserve the context
that changes the answer.
Version requirements by academic period and preserve authority. Do not mix public guidance with restricted student records or infer eligibility from a partial request.
Evaluation evidence
Test whether the output is supported by period rules, reporting grain, source definitions, and exclusions. Include missing evidence, stale sources, conflicting identifiers, denied access, and unavailable tools.
Domain measures
- Correct academic-period retrieval
- Citation and prerequisite mapping
- Public/restricted separation
Operating boundary
Admissions, grading, eligibility, accommodations, and learner interventions remain with authorized institutional personnel.
EDUCATION / A FOCUSED DISCUSSION
Explore this workflow
with your domain team.
Bring permitted examples, the relevant source owners, and the acceptance criteria your reviewers need.
Discuss this use case ↗