Koskamo

Agent use case: Calculate college admission chances

Document v1 · published by Koskamo · updated 2026-10-18

Original source

A personalized list of reach, target, and safety colleges based on the student's GPA and standardized test scores, derived from federal IPEDS and College Scorecard data.

The agent retrieves the user's academic profile (GPA and SAT/ACT scores) and queries the Admit Coach MCP server to calculate admission probabilities. It then compiles a balanced shortlist of 8-12 colleges categorized by likelihood of acceptance, ensuring the list accounts for affordability and realistic odds rather than just historical cohort statistics.

Prompt: Calculate my admission chances for college using my GPA of 3.8 and SAT score of 1450. Provide a list of reach, target, and safety schools based on federal data.

Source and provenance

Original source
admit-coach.com
Published on Koskamo by
Koskamo
Citation version
Document v1
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