WTKRESEARCH + ENGINEERING

PUBLISHED REFERENCE MATERIAL

Follow the claim to its evidence.

Start with a research question, inspect the proposed architecture, then separate implementation observations from validation evidence and open gaps. Publication here does not make a pattern true.

Pattern definitionProposed pattern · evidence required

Recursive Evaluator Loop

Governance pattern — bounded iterative output refinement with mandatory separation of duties between producer and evaluator artifacts.

patterns/recursive-evaluator-loop.md
GRAPHICAL PATTERN FLOW

Recursive Evaluator Loop

INPUT→GOVERNED TRANSITIONS→EXPLICIT OUTCOME→EVIDENCE

AT A GLANCE

Understand the source before entering the detail.

Governance pattern — bounded iterative output refinement with mandatory separation of duties between producer and evaluator artifacts.

Classification
Problem
Structure
Roles
Orchestration Substrate
Producer Cognition Artifact
Evaluator Cognition Artifact
Evaluation Suite
20 sections in the canonical source