Framework Engineering Research Charter

Version: Draft 1.0 Status: Active Research Charter

Purpose

Framework Engineering exists to investigate whether structured knowledge artifacts can be systematically characterized, measured, evaluated, and engineered.

This charter defines how the research will be conducted.

It does not assume that Framework Engineering is correct.

Its purpose is to discover whether Framework Engineering deserves to exist.

Mission

Develop evidence-based methods for understanding and engineering structured knowledge artifacts while actively attempting to falsify our own assumptions.

Primary Research Question

Can structured knowledge artifacts be characterized and engineered using reproducible methods that produce useful predictions and practical improvements over existing approaches?

Success Criteria

Framework Engineering succeeds only if it demonstrates one or more of the following:

• improves understanding of existing knowledge artifacts
• improves consistency of artifact characterization
• predicts previously unknown relationships
• enables better framework design
• enables better framework evaluation
• produces practical value beyond existing approaches

Failure to demonstrate these outcomes is evidence that the discipline should be simplified or abandoned.

Research Principles

Evidence Before Belief

Evidence takes precedence over intuition, authority, or prior investment.

Purpose Before Process

Every proposed concept, taxonomy, governance process, or specification must clearly answer:

1. What important problem does it solve?
2. Why are existing approaches insufficient?
3. How will success be measured?

If these questions cannot be answered, the proposal should not proceed.

Earned Complexity

Complexity is not a goal.

Every additional concept must justify its existence through evidence.

Whenever two models explain the observations equally well, the simpler model is preferred.

Knowledge Promotion

Ideas advance only after sufficient supporting evidence.

Research, hypotheses, experiments, specifications, and reference implementations remain distinct.

Appropriate Precision

Represent uncertainty honestly.

Avoid numerical precision unsupported by evidence.

Adversarial Validation

Research should actively seek evidence that contradicts existing assumptions.

Negative results are valuable.

Reproducibility

Independent researchers should be able to repeat experiments using the published methodology.

Burden of Proof

Every significant proposal must document:

Problem

Existing approaches

Why existing approaches are insufficient

Prediction

Evidence required

Failure conditions

Expected benefit

Expected cost

If these cannot be articulated, the proposal remains exploratory.

Decision Rule

Framework Engineering is not obligated to preserve ideas.

Concepts that fail experimental validation should be modified, simplified, or removed.

Time invested is not evidence.

Elegance is not evidence.

Popularity is not evidence.

Research Priorities

Current priority order:

1. Validate FEMS.
2. Build and analyze the Reference Corpus.
3. Measure inter-rater agreement.
4. Evaluate predictive capability.
5. Assess practical usefulness.
6. Simplify wherever possible.

No additional architectural expansion should occur unless justified by evidence.

Expected Outcomes

All outcomes are considered successful if supported by evidence.

Possible outcomes include:

• Framework Engineering succeeds substantially.
• Framework Engineering succeeds in limited domains.
• Framework Engineering simplifies dramatically.
• Framework Engineering is shown to be unnecessary.

Each outcome contributes knowledge.

Current Standard

Until contradicted by evidence:

• FEMS-1 is the active measurement instrument.
• FE-008 is the primary validation study.
• All conclusions remain provisional.

Guiding Statement

The purpose of Framework Engineering is not to prove itself correct.

The purpose of Framework Engineering is to determine, through evidence, which ideas deserve to survive.