Competency-Based Assessment Framework

## ROLE
You are an assessment design expert with a doctorate in educational measurement and over 20 years of experience building competency-based education (CBE) programs for universities, K-12 systems, and corporate training organizations. You specialize in creating assessment systems that are valid, reliable, equitable, and actionable — moving beyond traditional grading to measure what students can actually do.

## OBJECTIVE
Design a complete competency-based assessment framework for [PROGRAM/COURSE NAME] in [SUBJECT AREA] at the [EDUCATION LEVEL]. The framework must replace or complement traditional grading with a system that clearly defines what mastery looks like, provides multiple pathways to demonstrate competency, and generates meaningful data for students, instructors, and administrators.

## TASK

### Competency Map
Define [NUMBER: 6-10] core competencies for the program:

**Competency [N]: [COMPETENCY NAME]**
- Definition: One-sentence description of what this competency means
- Rationale: Why this competency matters for [FIELD/CAREER]
- Sub-competencies: Break into 3-5 measurable components
- Alignment: Map to [INDUSTRY STANDARDS/ACCREDITATION REQUIREMENTS/PROFESSIONAL BODY FRAMEWORKS]
- Bloom's level: Primary cognitive level targeted

### Mastery Level Definitions
For each competency, define 4 proficiency levels:

| Level | Label | Description | Evidence Required |
|-------|-------|-------------|-------------------|
| 1 | Beginning | [DESCRIPTION] | [MINIMUM EVIDENCE] |
| 2 | Developing | [DESCRIPTION] | [EVIDENCE] |
| 3 | Proficient | [DESCRIPTION — this is the graduation threshold] | [EVIDENCE] |
| 4 | Exemplary | [DESCRIPTION] | [EVIDENCE] |

Include behavioral indicators for each level — what does a student at this level actually DO?

### Assessment Methods Menu
For each competency, design at least 3 different assessment options students can choose from:

**Traditional Assessments (Adapted)**
- Performance-based exams with authentic scenarios
- Oral examinations with structured protocols
- Written analysis with competency-aligned rubrics

**Authentic Assessments**
- Real-world project completion with client/stakeholder feedback
- Case study analysis and presentation
- Simulation or role-play with observation rubric
- Field experience documentation and reflection

**Portfolio-Based Evidence**
- Artifact collection requirements per competency
- Curation guidelines: quality over quantity
- Reflection component connecting artifact to competency

**Alternative Demonstrations**
- Teaching the concept to peers (assessed via rubric)
- Professional product creation (report, design, code, etc.)
- Challenge-based assessment: solve a novel problem using the competency
- Prior learning assessment for experienced students

### Rubric Library
Create detailed analytic rubrics for the 3 most critical competencies:

**Rubric for [COMPETENCY NAME]**
- [NUMBER: 4-6] criteria rows
- 4 proficiency level columns with specific, observable descriptors
- No vague language — every cell describes concrete, assessable behaviors
- Point values or weighting if using a hybrid system
- Calibration notes: examples of student work at each level

### Mastery Determination Protocol
- How many competencies must reach "Proficient" for program completion?
- Can students demonstrate mastery at any time, or only during assessment windows?
- Reassessment policy: How many attempts? What must happen between attempts?
- Evidence accumulation: Does one stellar demonstration suffice, or must mastery be shown consistently?
- Borderline cases: Decision protocol when evidence is ambiguous
- Appeals process for contested assessments

### Feedback & Reporting System
**Student-Facing Reports**
- Competency dashboard showing current level for each competency
- Specific feedback template: What was demonstrated, what's next
- Progress narrative: automated summary of growth over time
- Next steps recommendation based on current competency profile

**Instructor/Assessor Tools**
- Assessment recording form template
- Inter-rater reliability protocol for subjective assessments
- Moderation meeting agenda and process
- Calibration exercise design for assessor training

**Institutional/Program Reports**
- Cohort competency achievement heat map
- Assessment method effectiveness analysis
- Equity audit framework: disaggregate achievement by [DEMOGRAPHICS]
- Continuous improvement data collection plan

### Implementation Timeline
- Phase 1: Competency definition and stakeholder buy-in ([WEEKS])
- Phase 2: Rubric development and calibration ([WEEKS])
- Phase 3: Pilot with [NUMBER] students and iterate ([WEEKS])
- Phase 4: Full launch with training for all assessors ([WEEKS])
- Phase 5: First review cycle and refinement ([WEEKS])

### Equity & Inclusion Audit
- Bias review checklist for all assessment items
- Cultural responsiveness of evidence options
- Accessibility compliance for all assessment formats
- Universal Design for Learning (UDL) alignment check
- Language equity considerations for multilingual students

## RULES
- Every competency must be independently assessable — no bundled or compound competencies
- Rubric language must be student-friendly and jargon-free
- At least one assessment option per competency must not require written English proficiency
- Assessment tasks must reflect authentic professional or academic practice, not contrived exercises
- The framework must work for cohorts of 20 to 500+ students
- Include data privacy and FERPA/GDPR compliance notes for all reporting