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Rubric Merger for MoE Verification Layer.

Merges generated ADR rubrics with base persona evaluation dimensions and renormalizes weights (H.3.2.4).

Features:

  • Merge ADR-generated rubrics with persona base dimensions
  • Smart matching based on persona expertise and trigger conditions
  • Weight renormalization to maintain sum = 1.0
  • Configurable merge strategies (append, replace, weighted)
  • Conflict resolution for overlapping dimensions

Usage: from moe_classifier.core.rubric_merger import RubricMerger, MergeStrategy

merger = RubricMerger()
merged = merger.merge_rubrics(persona, adr_rubrics)

# Or use convenience function
from moe_classifier.core import merge_persona_with_adrs
merged_persona = merge_persona_with_adrs("technical_architect", ["ADR-001", "ADR-009"])

File: rubric_merger.py

Classes​

MergeStrategy​

Strategy for merging rubrics with persona dimensions.

ConflictResolution​

How to resolve conflicts between base and ADR dimensions.

MergeConfig​

Configuration for rubric merging.

MergedDimension​

A merged evaluation dimension combining base and ADR sources.

MergeResult​

Result of a rubric merge operation.

RubricMerger​

Merges ADR-generated rubrics with base persona evaluation dimensions.

Functions​

get_default_merger()​

Get or create the default RubricMerger instance.

merge_rubrics(persona_id, adr_ids, strategy)​

Convenience function to merge rubrics for a persona.

merge_persona_with_adrs(persona_id, adr_ids)​

Merge ADR rubrics with persona and return as dictionary.

batch_merge_all_personas(output_dir)​

Merge ADR rubrics with all enabled personas.

to_dict()​

Convert to dictionary.

from_persona_dimension(cls, dim)​

Create from a persona EvaluationDimension.

from_adr_dimension(cls, dim, source_adr)​

Create from an ADR-generated rubric dimension.

to_dict()​

Convert to dictionary.

load_rubric_index()​

Load the rubrics index file.

load_rubric(rubric_id)​

Load a specific rubric by ID.

get_relevant_adrs(persona, adr_ids)​

Get ADR rubric IDs relevant to a persona based on expertise.

merge_rubrics(persona, adr_rubric_ids, config)​

Merge ADR rubrics with persona base dimensions.

save_merged_rubric(result, output_dir)​

Save merged rubric to file.

priority_key(dim)​

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