Module engine 

Fix engine: maps analysis violations to concrete text edits.

Two-tier approach:

1. Pattern-based: deterministic renames/removals driven by incident variables
2. LLM-assisted: complex structural changes sent to an LLM endpoint

The engine is language-agnostic. Language-specific operations (attribute removal, import deduplication, path skipping, dependency management) are delegated to a LanguageFixProvider implementation.

Functions

apply_fixes

Apply a fix plan to disk.

consolidate_family_requests

Consolidate LLM fix requests by component family when a family-level strategy exists. Multiple rules targeting the same (file, family) are merged into a single request with a unified message containing the target component structure and all incident variables.

plan_fixes

Build a fix plan from analysis output.

preview_fixes

Generate a unified diff preview of the planned changes.