diff --git a/aider/special.py b/aider/special.py
index 44d6c931a..80001bc4e 100644
--- a/aider/special.py
+++ b/aider/special.py
@@ -2,66 +2,162 @@ import os
 
 IMPORTANT_FILES = [
     # Version Control
-    ".gitignore", ".gitattributes",
+    ".gitignore",
+    ".gitattributes",
     # Documentation
-    "README.md", "CONTRIBUTING.md", "LICENSE", "CHANGELOG.md", "SECURITY.md", "CODEOWNERS",
+    "README.md",
+    "CONTRIBUTING.md",
+    "LICENSE",
+    "CHANGELOG.md",
+    "SECURITY.md",
+    "CODEOWNERS",
     # Package Management and Dependencies
-    "requirements.txt", "Pipfile", "pyproject.toml", "setup.py",
-    "package.json", "package-lock.json", "yarn.lock", "npm-shrinkwrap.json",
-    "Gemfile", "Gemfile.lock", "composer.json", "composer.lock",
-    "pom.xml", "build.gradle", "build.sbt", "go.mod", "go.sum",
-    "Cargo.toml", "Cargo.lock", "mix.exs", "rebar.config", "project.clj",
-    "Podfile", "Cartfile", "dub.json", "dub.sdl",
+    "requirements.txt",
+    "Pipfile",
+    "pyproject.toml",
+    "setup.py",
+    "package.json",
+    "package-lock.json",
+    "yarn.lock",
+    "npm-shrinkwrap.json",
+    "Gemfile",
+    "Gemfile.lock",
+    "composer.json",
+    "composer.lock",
+    "pom.xml",
+    "build.gradle",
+    "build.sbt",
+    "go.mod",
+    "go.sum",
+    "Cargo.toml",
+    "Cargo.lock",
+    "mix.exs",
+    "rebar.config",
+    "project.clj",
+    "Podfile",
+    "Cartfile",
+    "dub.json",
+    "dub.sdl",
     # Configuration and Settings
-    ".env", ".env.example", ".editorconfig", "tsconfig.json", "jsconfig.json",
-    ".babelrc", "babel.config.js", ".eslintrc", ".eslintignore",
-    ".prettierrc", ".stylelintrc", "tslint.json", ".pylintrc", ".flake8",
-    ".rubocop.yml", ".scalafmt.conf", ".dockerignore", ".gitpod.yml",
-    "sonar-project.properties", "renovate.json", "dependabot.yml",
+    ".env",
+    ".env.example",
+    ".editorconfig",
+    "tsconfig.json",
+    "jsconfig.json",
+    ".babelrc",
+    "babel.config.js",
+    ".eslintrc",
+    ".eslintignore",
+    ".prettierrc",
+    ".stylelintrc",
+    "tslint.json",
+    ".pylintrc",
+    ".flake8",
+    ".rubocop.yml",
+    ".scalafmt.conf",
+    ".dockerignore",
+    ".gitpod.yml",
+    "sonar-project.properties",
+    "renovate.json",
+    "dependabot.yml",
     # Build and Compilation
-    "Makefile", "CMakeLists.txt", "webpack.config.js", "rollup.config.js",
-    "parcel.config.js", "gulpfile.js", "Gruntfile.js",
-    "build.xml", "build.boot", "project.json", "build.cake",
+    "Makefile",
+    "CMakeLists.txt",
+    "webpack.config.js",
+    "rollup.config.js",
+    "parcel.config.js",
+    "gulpfile.js",
+    "Gruntfile.js",
+    "build.xml",
+    "build.boot",
+    "project.json",
+    "build.cake",
     # Testing
-    "pytest.ini", "phpunit.xml", "karma.conf.js", "jest.config.js", "cypress.json",
+    "pytest.ini",
+    "phpunit.xml",
+    "karma.conf.js",
+    "jest.config.js",
+    "cypress.json",
     # CI/CD
-    ".travis.yml", ".gitlab-ci.yml", "Jenkinsfile", "azure-pipelines.yml",
-    "bitbucket-pipelines.yml", "appveyor.yml", "circle.yml", ".circleci/config.yml",
+    ".travis.yml",
+    ".gitlab-ci.yml",
+    "Jenkinsfile",
+    "azure-pipelines.yml",
+    "bitbucket-pipelines.yml",
+    "appveyor.yml",
+    "circle.yml",
+    ".circleci/config.yml",
     # Docker and Containers
-    "Dockerfile", "docker-compose.yml", "docker-compose.override.yml",
+    "Dockerfile",
+    "docker-compose.yml",
+    "docker-compose.override.yml",
     # Cloud and Serverless
-    "serverless.yml", "firebase.json", "now.json", "netlify.toml", "vercel.json", "app.yaml",
-    "terraform.tf", "main.tf", "cloudformation.yaml", "cloudformation.json",
-    "ansible.cfg", "kubernetes.yaml", "k8s.yaml",
+    "serverless.yml",
+    "firebase.json",
+    "now.json",
+    "netlify.toml",
+    "vercel.json",
+    "app.yaml",
+    "terraform.tf",
+    "main.tf",
+    "cloudformation.yaml",
+    "cloudformation.json",
+    "ansible.cfg",
+    "kubernetes.yaml",
+    "k8s.yaml",
     # Database
-    "schema.sql", "liquibase.properties", "flyway.conf",
+    "schema.sql",
+    "liquibase.properties",
+    "flyway.conf",
     # Framework-specific
-    "manage.py", "settings.py",  # Django
-    "config/routes.rb", "Rakefile",  # Ruby on Rails
-    "next.config.js", "nuxt.config.js",  # Next.js, Nuxt.js
-    "vue.config.js", "angular.json",  # Vue.js, Angular
-    "gatsby-config.js", "gridsome.config.js",  # Gatsby, Gridsome
+    "manage.py",
+    "settings.py",  # Django
+    "config/routes.rb",
+    "Rakefile",  # Ruby on Rails
+    "next.config.js",
+    "nuxt.config.js",  # Next.js, Nuxt.js
+    "vue.config.js",
+    "angular.json",  # Vue.js, Angular
+    "gatsby-config.js",
+    "gridsome.config.js",  # Gatsby, Gridsome
     # API Documentation
-    "swagger.yaml", "swagger.json", "openapi.yaml", "openapi.json",
+    "swagger.yaml",
+    "swagger.json",
+    "openapi.yaml",
+    "openapi.json",
     # Language-specific
     "__init__.py",  # Python
-    "stack.yaml", "package.yaml",  # Haskell
+    "stack.yaml",
+    "package.yaml",  # Haskell
     ".htaccess",  # Apache
     # Development environment
-    ".nvmrc", ".ruby-version", ".python-version", "Vagrantfile",
+    ".nvmrc",
+    ".ruby-version",
+    ".python-version",
+    "Vagrantfile",
     # Quality and metrics
-    ".codeclimate.yml", ".coveragerc", "codecov.yml",
+    ".codeclimate.yml",
+    ".coveragerc",
+    "codecov.yml",
     # Documentation
-    "mkdocs.yml", "_config.yml", "book.toml",
+    "mkdocs.yml",
+    "_config.yml",
+    "book.toml",
     # Package registries
-    ".npmrc", ".yarnrc",
+    ".npmrc",
+    ".yarnrc",
     # IDE and Editor
-    ".vscode/settings.json", ".idea/workspace.xml",
-    ".sublime-project", ".vim", "_vimrc",
+    ".vscode/settings.json",
+    ".idea/workspace.xml",
+    ".sublime-project",
+    ".vim",
+    "_vimrc",
     # Misc
-    "CODEOWNERS", ".pypirc",
+    "CODEOWNERS",
+    ".pypirc",
 ]
 
+
 def filter_important_files(file_paths):
     """
     Filter a list of file paths to return only those that are commonly important in codebases.
@@ -69,6 +165,7 @@ def filter_important_files(file_paths):
     :param file_paths: List of file paths to check
     :return: List of file paths that match important file patterns
     """
+
     def is_important(file_path):
         file_name = os.path.basename(file_path)
         dir_name = os.path.dirname(file_path)