Faculty Review and Promotion Recommendation Framework
Synthesize faculty evaluations into defensible promotion and tenure recommendations
What You Can Do
You can conduct rigorous, comprehensive faculty evaluations that synthesize peer reviews, student evaluations, research metrics, and service contributions into coherent narratives. The framework helps you identify performance gaps, articulate clear standards, and generate promotion recommendations with thorough documentation that withstands scrutiny and appeals.
Features
organize teaching, research, and service data across disciplines with discipline-specific weighting
synthesize peer letters, student feedback, publication metrics, and service records into unified assessment
evaluate multiple candidates side-by-side using consistent rubrics and standards
surface discrepancies between self-perception and documented evidence to inform development conversations
generate decision summaries with specific reasoning that articulates institutional standards and fair process
navigate different research and teaching expectations across humanities, sciences, and social sciences
create comprehensive records that demonstrate thorough evaluation and address common grievance arguments
Example Output
Tenure Recommendation Summary for Dr. Sarah Chen (Chemistry)
Teaching (Satisfactory, 25% weight): 4.2/5 average student evaluations; developed new upper-level lab course; peer observation noted clear explanations and effective group facilitation. Weakness: limited mentorship of graduate researchers noted in one peer letter.
Research (Exceeds Expectations, 50% weight): 12 publications in peer-reviewed venues; $450K NSF grant as PI; 3 graduate students successfully placed in postdocs. Metrics exceed department median at promotion stage.
Service (Meets Expectations, 25% weight): 2 committee assignments; contributed to departmental hiring; limited external engagement. In line with expectations for pre-tenure faculty.
Overall Recommendation: Recommend promotion to Associate Professor. Dr. Chen meets or exceeds standards in all areas, with particular strength in research productivity and impact.
What's Included
- SKILL.md instruction file with framework overview and decision logic:
- Evaluation rubric template: 5-point scale across teaching, research, and service with discipline-specific descriptors
- Data synthesis worksheet: organized matrix for aggregating peer letters, student evaluations, and metrics
- Comparative analysis tool: side-by-side candidate evaluation checklist
- Decision documentation template: structured format for promotion recommendations with evidence citations
- Discipline-specific guidance: customization notes for STEM, humanities, and social science expectations
Who It's For
- Deans of Arts & Sciences managing tenure and promotion processes
- Provosts conducting faculty evaluations across multiple colleges
- Department chairs coordinating promotion dossier reviews
- Faculty review committees tasked with evaluating candidate materials
- HR professionals supporting institutional tenure and promotion compliance
Best For
- Comprehensive tenure and promotion dossier reviews
- Synthesizing disparate evaluation data into coherent narratives
- Comparative analysis of multiple candidates for advancement
- Documenting promotion decisions for legal defensibility
- Creating evidence-based recommendations for Faculty Senate review
- Navigating discipline-specific differences in academic standards
You might also like
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 generate multi-layered comparative analyses that go beyond surface-level observation to reveal thematic resonances, philosophical genealogies, and interpretive tensions across distant texts or periods. The framework produces research-grade outputs including argument matrices, annotated source sets with analytical commentary, and discussion frameworks designed for both manuscript development and classroom instruction.
by d-wwei
You can systematically prepare comprehensive accreditation self-studies, identify compliance gaps against regional and specialized accreditor standards, and develop evidence-based improvement plans with measurable milestones. This skill transforms institutional knowledge into structured documentation that accelerates review timelines, strengthens outcomes reporting, and builds faculty consensus around program quality and learning outcomes.
by d-wwei
You can methodically assess whether students qualify as dependent or independent for federal financial aid purposes by applying federal criteria to complex real-world scenarios. The skill generates compliant documentation that withstands audits, flags edge cases requiring professional judgment (orphaned status, emancipation claims, guardianship transitions), and helps you make defensible aid packaging decisions that align with Title IV regulations.
by d-wwei
Rapidly evaluate transfer credits by comparing source institution coursework against your institution's degree requirements, accreditation standards, and policies. You can generate detailed equivalency justifications that withstand Registrar review, identify missing credits and curriculum gaps, and build institutional knowledge to inform articulation agreement development. This skill reduces evaluation time from hours to minutes while improving consistency and documentation quality.
by d-wwei
You can conduct rigorous curriculum audits that map program curricula against stated learning outcomes, institutional mission, and accreditation standards. This skill identifies alignment gaps, verifies compliance requirements, and produces audit reports with actionable remediation recommendations—transforming a time-consuming manual review process into systematic, defensible documentation suitable for accreditation visits and strategic planning.
by d-wwei
You can conduct rigorous curriculum audits that map learning outcomes to courses, identify skill gaps, and align your program with both accreditor demands and employer expectations. This skill helps you create data-driven redesign proposals that strengthen accreditation compliance, improve graduate competitiveness, and provide transparent curriculum documentation for prospective students and employers.
by d-wwei
You can create coherent 3-7 year academic strategic plans that align institutional vision with faculty aspirations, resource realities, and accreditation mandates. This skill guides you through synthesizing program portfolios, faculty strategies, research priorities, student success metrics, and institutional positioning into integrated plans that secure stakeholder buy-in while maintaining flexibility for evolving higher education landscapes.
by d-wwei