Transfer Credit Equivalency Analyzer
Analyze transcripts and map transfer credit equivalencies with degree progress tracking
What You Can Do
Upload student transcripts and your institution's course catalog to instantly map courses from their previous institution to your degree programs. Claude analyzes course descriptions, credit hours, grades, and prerequisites to determine exact equivalencies, flag courses that don't transfer, and calculate remaining general education and major requirements. You receive a structured transfer credit evaluation that serves as the foundation for student advising and degree planning.
Features
automatically identifies course names, numbers, credits, grades, and institutions from student transcripts
cross-references transcript courses against your institutional catalog using description and content analysis
calculates satisfied general education, major, and elective requirements with remaining courses highlighted
confirms whether transfer courses meet prerequisites for upper-level courses at your institution
provides documented reasoning for equivalency decisions to support student appeals and disputes
evaluates multiple students from the same source institution to identify patterns and streamline articulation workflows
analyzes detailed course syllabi when transcripts lack sufficient information for accurate equivalency determination
Example Output
Transfer Credit Evaluation for Maria Garcia
Courses Approved for Transfer (24 credits)
- BIO 101 (Community College) → BIO 110 (General Biology) ✓
- CHM 150 (Community College) → CHM 111 (Chemistry I) ✓
- MATH 201 (Community College) → MATH 150 (Calculus I) ✓
- ENG 102 (Community College) → ENG 101 (Composition II) ✓
Courses Under Review
- PHY 105 (Community College) → PHY 111 (Physics I)? — Syllabus review recommended (lab component unclear)
Degree Progress Summary
- General Education Satisfied: 18/30 credits
- Major Requirements Completed: 12/42 credits
- Remaining Needed: 42 credits to degree completion
- Recommended Next Semester: Organic Chemistry, Calculus II, Physics II, Technical Writing elective
What's Included
- SKILL.md: complete instructor file with prompt structure and analysis framework
- Transfer Evaluation Template: structured output format for official transfer credit documentation
- Course Equivalency Matching Checklist: decision criteria for determining valid transfers across institutions
- Degree Audit Worksheet: template for mapping remaining requirements after transfer credits applied
- Appeal Response Framework: documentation template for supporting credit decisions in student disputes
Who It's For
- Academic advisors — evaluate transfer transcripts and guide students through degree planning
- Admissions specialists — assess incoming transfer credentials during application review
- Registrar staff — process transfer credit evaluations for official transcripts and degree audits
- Department chairs — verify course equivalencies for major-specific transfer credit decisions
- Student success coordinators — create degree completion roadmaps for transfer student populations
Best For
- Initial transcript evaluation and transfer credit mapping for admitted students
- Generating official transfer credit evaluation forms and degree audits
- Analyzing course syllabi to validate equivalency decisions
- Responding to student appeals on questionable or denied transfer credits
- Batch evaluating cohorts from the same source institution to identify patterns
- Identifying gaps in general education and major requirements after transfer credits applied
You might also like
You can generate complete exam question banks (10-50 questions) that map directly to your course learning objectives and span multiple cognitive levels using Bloom's taxonomy. Claude validates question quality, ensures appropriate difficulty progression, provides detailed answer keys with rubric scoring, and creates alternative exam versions for makeup testing or practice—transforming hours of manual assessment design into a 45-minute workflow.
by d-wwei
Systematically audit student transcripts against complex degree structures, generating detailed semester-by-semester roadmaps that account for prerequisites, sequencing rules, and major/minor combinations. You can identify completion obstacles, flag at-risk students, and produce graduation verification documentation in minutes instead of hours—freeing your capacity for high-impact retention conversations.
by d-wwei
Transform raw institutional data (enrollment, completion, employment, transfer records) into publication-ready cohort outcome reports with statistical comparisons, trend identification, and longitudinal performance metrics. The skill structures data by entry term, demographic segments, program type, and time-to-degree metrics, enabling you to compare graduation rates, retention patterns, and employment outcomes across cohorts while identifying bottlenecks and anomalies for stakeholder reporting.
by d-wwei
You can conduct thorough transcript-to-catalog evaluations that precisely match coursework across institutions while accounting for prerequisites, degree requirements, and articulation policies. The skill bridges student coursework data, receiving institution catalogs, and transfer agreements to produce documented equivalency assessments that resolve credit disputes, identify prerequisite gaps, and accelerate post-transfer degree planning.
by d-wwei
You can conduct thorough compliance audits of engineering programs by evaluating student outcomes (a-k), curriculum alignment, faculty qualifications, and institutional resources against ABET criteria. Claude generates detailed gap analysis reports, evidence summaries linking courses to learning outcomes, and actionable compliance documentation that accelerates your accreditation preparation timeline by weeks.
by d-wwei
This skill guides you through a structured evaluation process for assessing transfer credits from regionally accredited institutions. You'll analyze student transcripts, course catalogs, syllabi, and institutional policies to make consistent, documented equivalency decisions that comply with SACSCOC standards and state regulations. The skill helps you organize information, identify key decision points, and create audit-ready documentation of your reasoning.
by d-wwei
You can create rigorous, implementable academic strategic plans that bridge the unique complexities of higher education—managing intellectual capital, faculty governance, accreditation requirements, and reputation alongside enrollment and financial metrics. This skill produces concrete plans with measurable outcomes, resource implications, and accountability structures that survive leadership transitions, rather than abstract vision statements that gather dust.
by d-wwei
You can systematically map institutional data, policies, and outcome metrics against accreditation standards to create structured compliance matrices that clearly show which standards are met, partially met, or lacking evidence. The skill generates targeted documentation checklists, flags areas requiring additional data collection, and organizes evidence in formats acceptable to accrediting bodies, accelerating your self-study preparation and site visit readiness.
by d-wwei