Framework Engineering Measurement Standard 1

Status: Foundation Candidate

Purpose

Provide a stable measurement instrument for Knowledge Artifact characterization.

Measurement Dimensions

1. Identity

Question: "What is this artifact?"

Characteristics:

• Exactly one
• Represents dominant purpose
• Should remain relatively stable

2. Capabilities

Question: "What can this artifact do?"

Characteristics:

• Zero or more
• Functional
• Independent of identity
• Controlled vocabulary

3. Composition

Question: "How does it work?"

Contains:

• Framework Grammar
• Primitive Cognitive Operations

Only populated when reasoning structure exists.

4. Domain

Question: "Where is it applied?"

One or more domains.

Controlled Capability Vocabulary

• Reasoning
• Assessment
• Diagnosis
• Decision Support
• Planning
• Execution
• Governance
• Learning
• Representation
• Modeling
• Communication
• Prediction
• Innovation
• Classification
• Measurement
• Compliance
• Documentation
• Coordination
• Visualization
• Risk Analysis
• Optimization
• Simulation
• Evaluation
• Monitoring
• Traceability
• Alignment
• Extensibility

Future additions require evidence.

Avoid synonyms.

Measurement Principles

• Characterize before classifying.
• Separate identity from capabilities.
• Separate structural properties from functional properties.
• Record uncertainty explicitly.
• Prefer evidence over intuition.
• Use categorical confidence only.
• Maintain traceability to observations.

Measurement Stability

Once an experimental measurement instrument is adopted for a study, changes should be minimized.

If improvements become necessary:

• Document rationale.
• Version the instrument.
• Preserve historical compatibility.
• Never silently reinterpret previous observations.