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

analyze_semantics(code_ast)

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
}}

assess_quality(module_code)

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"}]
}}

child_spec(init_arg)

Returns a specification to start this module under a supervisor.

See Supervisor.

get_stats()

Gets current analyzer statistics and performance metrics.

identify_patterns(module_ast)

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}
  ]
}}

start_link(opts \\ [])

Starts the IntelligentCodeAnalyzer GenServer.

suggest_refactoring(code_section)

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: "..."
  }
]}