8C Appraisal Framework | Intern Stump
8C Evaluation Matrix

The 8C Appraisal Framework

The World's first learner appraisal framework, developed by Intern Stump. Each pillar evaluates core competencies to determine overall candidate performance.

Competency 1

Communication

Verbal & Written Articulation

Ability to express ideas clearly and effectively through verbal and written communication.

Evaluates clarity, presentation efficiency, and written documentation accross projects.
Weightage: 12.5% Target: 4.2+
Competency 2

Configuration

System & Tools Management

Skills in setting up, organizing, planning and managing systems and tools effectively.

Assesses proficiency in environment setups, toolchain management, and system deployment.
Weightage: 12.5% Target: 4.0+
Competency 3

Chronicle

Documentation & Records

Maintaining accurate records and documentation of work processes and outcomes.

Measures consistency in activity logging, git commits, and technical progress documentation.
Weightage: 12.5% Target: 4.5+
Competency 4

Completeness

Task Execution & Thoroughness

Thoroughness in executing tasks assigned by SMEs and ensuring all requirements are met.

Gauges deliverable thoroughness, edge-case handling, and adherence to project requirements.
Weightage: 12.5% Target: 4.4+
Competency 5

Cognizance

Contextual Awareness

Awareness and understanding of the broader context and implications of decisions.

Evaluates awareness of business logic, architectural impact, and domain context.
Weightage: 12.5% Target: 4.1+
Competency 6

Conception

Innovation & Solutions

Ability to develop innovative ideas and creative solutions to the real-time problems.

Measures creative problem-solving, architectural innovation, and strategic design approach.
Weightage: 12.5% Target: 4.2+
Competency 7

Comprehension

Deep Understanding & Application

Deep understanding of concepts, principles, and their practical applications.

Assesses depth of fundamental conceptual knowledge and practical execution speed.
Weightage: 12.5% Target: 4.4+
Competency 8

Case Study Analysis

Real-World Problem-Solving

Critical evaluation and assessing problem-solving skills through real-world scenarios.

Evaluates analytical reasoning, scenario decomposition, and real-world execution capacity.
Weightage: 12.5% Target: 4.2+
Score Simulator

Interactive 8C Score Evaluator

Adjust individual pillar ratings below to calculate holistic proof-of-work performance tier.

Cumulative 8C Score
4.6 / 5.0
Excellent (4.0 – 5.0)
Communication 4.5 / 5.0
Configuration 4.4 / 5.0
Chronicle 4.8 / 5.0
Completeness 4.6 / 5.0
Cognizance 4.3 / 5.0
Conception 4.7 / 5.0
Comprehension 4.5 / 5.0
Case Study Analysis 4.9 / 5.0