12 Agents Built for University Operations
Higher education runs on a few critical workflows: getting students enrolled, keeping them on track, supporting faculty, and managing campus operations. Each of these workflows involves repetitive, high-volume interactions that follow predictable patterns — which makes them natural candidates for AI agents.
We have released 12 higher education agent configurations as part of the Claws collection. Each agent is a complete configuration set for OpenClaw or NVIDIA NemoClaw, ready to deploy through the ibl.ai platform.
The 12 Higher Education Agents
Enrollment and Admissions
- Enrollment Agent — Answers prospective student questions about programs, deadlines, and application requirements
- Application Review Agent — Provides preliminary application scoring and flags incomplete materials
- Financial Aid Agent — Guides students through FAFSA, scholarship searches, and aid package comparisons
Academic Support
- Academic Advising Agent — Generates degree audits, recommends course sequences, and flags prerequisite conflicts
- Tutoring Agent — Provides subject-specific academic support across STEM, humanities, and professional programs
- Retention Agent — Identifies at-risk students via engagement patterns and suggests intervention strategies
Student Services
- Student Services Agent — Handles housing, dining, parking, and campus event questions
- Career Services Agent — Reviews resumes, suggests job postings, and prepares students for interviews
Faculty and Research
- Faculty Support Agent — Assists with syllabus creation, grading rubrics, and LMS configuration
- Research Agent — Helps with literature reviews, grant application formatting, and IRB submission guidance
Alumni and IT
- Alumni Engagement Agent — Manages alumni communications, event registrations, and giving campaigns
- IT Help Desk Agent — Troubleshoots Wi-Fi, VPN, LMS access, and common campus technology issues
Why Agent Configurations Instead of Chatbots
A chatbot answers questions from a script. An agent reasons about context, uses tools, and takes actions.
The financial aid agent does not just recite FAFSA deadlines. It connects to the platform's data layer, looks up the student's current application status, and provides personalized guidance. The advising agent does not just list courses. It checks the student's transcript, identifies remaining requirements, and suggests a sequence that satisfies prerequisites.
This level of contextual awareness comes from the configuration files — specifically the TOOLS.md and AGENTS.md files that define what data sources and actions each agent can access.
Addressing the Staffing Gap
University enrollment offices, advising centers, and financial aid departments are chronically understaffed. The National Association for College Admission Counseling reports student-to-counselor ratios that make personalized support impossible at scale.
AI agents handle the routine 80% — application status checks, course prerequisite lookups, FAFSA form guidance — so that human staff can focus on complex cases that require judgment, empathy, and institutional knowledge.
Deployment
git clone https://github.com/iblai/claws.git
cd claws/higher-educationEach agent directory contains the full configuration set. Review, modify for your institution, and deploy via the ibl.ai platform API.
Integration with Campus Systems
These agents are designed to work with common higher education infrastructure:
- SIS systems (Banner, PeopleSoft, Workday Student) via API connectors
- LMS platforms (Canvas, Blackboard, Moodle, D2L) via LTI integration
- CRM systems (Slate, Salesforce Education Cloud) via MCP connectors
The TOOLS.md configuration file in each agent specifies which integrations are expected. Swap, add, or remove connectors based on your campus stack.
Open Source and Customizable
All configurations are MIT-licensed. Fork the repository, rename agents, rewrite prompts, and adjust tool integrations for your institution. These are starting points — not locked-in products.
The full collection includes agents across enterprise, K-12, and additional verticals at github.com/iblai/claws.