ElixirScope.AI.Analysis.IntelligentCodeAnalyzer (elixir_scope v0.0.1)
AI-powered code analyzer that provides deep semantic analysis, quality assessment, and intelligent refactoring suggestions using advanced pattern recognition.
This module implements:
- Semantic code understanding using AST analysis
- Multi-dimensional code quality scoring
- Context-aware refactoring suggestions
- Design pattern and anti-pattern recognition
Summary
Functions
Analyzes code semantics and provides deep understanding insights.
Assesses code quality across multiple dimensions.
Returns a specification to start this module under a supervisor.
Gets current analyzer statistics and performance metrics.
Identifies design patterns and anti-patterns in code.
Starts the IntelligentCodeAnalyzer GenServer.
Generates intelligent refactoring suggestions based on code analysis.
Functions
Analyzes code semantics and provides deep understanding insights.
Examples
iex> code_ast = quote do: def hello(name), do: "Hello " <> name
iex> IntelligentCodeAnalyzer.analyze_semantics(code_ast)
{:ok, %{
complexity: %{cyclomatic: 1, cognitive: 1},
patterns: [:simple_function],
semantic_tags: [:greeting, :user_interaction],
maintainability_score: 0.95
}}
Assesses code quality across multiple dimensions.
Examples
iex> module_code = "defmodule MyModule do..."
iex> IntelligentCodeAnalyzer.assess_quality(module_code)
{:ok, %{
overall_score: 0.87,
dimensions: %{
readability: 0.9,
maintainability: 0.85,
testability: 0.8,
performance: 0.9
},
issues: [%{type: :warning, message: "Long function detected"}]
}}
Returns a specification to start this module under a supervisor.
See Supervisor
.
Gets current analyzer statistics and performance metrics.
Identifies design patterns and anti-patterns in code.
Examples
iex> IntelligentCodeAnalyzer.identify_patterns(module_ast)
{:ok, %{
patterns: [
%{type: :observer, confidence: 0.9, location: {:function, :notify, 1}},
%{type: :factory, confidence: 0.7, location: {:function, :create, 2}}
],
anti_patterns: [
%{type: :god_object, confidence: 0.6, severity: :medium}
]
}}
Starts the IntelligentCodeAnalyzer GenServer.
Generates intelligent refactoring suggestions based on code analysis.
Examples
iex> code_section = "def process(data) do..."
iex> IntelligentCodeAnalyzer.suggest_refactoring(code_section)
{:ok, [
%{
type: :extract_function,
confidence: 0.8,
description: "Extract validation logic into separate function",
before: "...",
after: "..."
}
]}