{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"vscode-apertia-vscode-aider","slug":"vscode-aider","name":"VSCode Aider","type":"extension","url":"https://marketplace.visualstudio.com/items?itemName=Apertia.vscode-aider","page_url":"https://unfragile.ai/vscode-aider","categories":["code-editors","automation"],"tags":["ai","aider","artificial intelligence","assistant","code","editor","openai"],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"vscode-apertia-vscode-aider__cap_0","uri":"capability://code.generation.editing.ai.powered.code.refactoring.via.context.menu","name":"ai-powered code refactoring via context menu","description":"Enables developers to right-click on code selections within the editor and invoke AI-assisted refactoring through Aider's backend, which parses the selected code, sends it to OpenAI/Anthropic APIs, and streams back refactored code that can be applied directly to the file. The extension maintains bidirectional sync between VS Code's editor state and Aider's session state, ensuring file modifications persist across both interfaces.","intents":["I want to refactor a function without leaving my editor","I need to improve code style or performance on a specific code block","I want AI suggestions for restructuring a method while keeping context of the full file"],"best_for":["Solo developers using VS Code as primary IDE","Teams adopting AI-assisted code review workflows","Developers already familiar with Aider CLI seeking seamless editor integration"],"limitations":["Requires external Aider CLI tool installation (not bundled with extension)","File detection on startup sometimes misses open files, requiring manual re-sync","Windows compatibility issues documented but not specified in detail","No offline mode — requires active API connection to OpenAI or Anthropic","Context limited to currently open files in Aider session; cannot refactor across untracked files"],"requires":["VS Code 1.50.0 or higher","Aider CLI tool installed on system (version compatibility unknown)","Valid OpenAI API key (for GPT-4) OR Anthropic API key (for Claude)","Code selection in active editor"],"input_types":["code (selected text in editor)","file context (full file content for context awareness)"],"output_types":["refactored code (streamed back to editor)","diff preview (implicit via file sync)"],"categories":["code-generation-editing","editor-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-apertia-vscode-aider__cap_1","uri":"capability://code.generation.editing.ai.driven.error.fixing.via.error.context.menu","name":"ai-driven error fixing via error context menu","description":"When developers right-click on code errors (syntax, runtime, or linting errors) in VS Code, the extension extracts error metadata (error message, line number, error type) and sends it along with surrounding code context to the configured AI model. The AI generates fix suggestions that are streamed back and can be applied inline, with the extension maintaining awareness of which errors have been addressed.","intents":["I want AI suggestions to fix this compilation error without searching Stack Overflow","I need to understand why this linting error occurred and get a fix","I want to quickly resolve runtime errors with AI-suggested patches"],"best_for":["Junior developers learning from AI-generated error explanations","Teams using strict linting rules who need rapid error resolution","Developers working in unfamiliar codebases or languages"],"limitations":["Error context extraction method is undocumented; may miss complex multi-line errors","Requires error to be visible in VS Code's Problems panel or inline diagnostics","No guarantee that AI-suggested fix will pass all tests or linters","Limited to errors detected by VS Code's built-in or installed linters; cannot fix runtime errors from external processes","API rate limiting from OpenAI/Anthropic may delay fix suggestions under high load"],"requires":["VS Code 1.50.0 or higher","Aider CLI tool installed","Valid API key for OpenAI or Anthropic","Active error or warning in editor (from linter, compiler, or diagnostics)"],"input_types":["error message (from VS Code diagnostics)","code context (surrounding lines of error)","error metadata (line number, error type)"],"output_types":["fix suggestion (code patch)","explanation (optional, from AI model)"],"categories":["code-generation-editing","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-apertia-vscode-aider__cap_10","uri":"capability://automation.workflow.settings.persistence.and.configuration.management","name":"settings persistence and configuration management","description":"The extension stores configuration in VS Code's settings system (settings.json), persisting user preferences for default model, API keys, and custom Aider CLI arguments across sessions. Settings are scoped to the workspace or user level, allowing team-wide configuration via .vscode/settings.json or individual customization. The extension reads settings on startup and applies them to all subsequent operations.","intents":["I want my model preference to persist across VS Code restarts","I need to configure Aider differently for different projects","I want to share Aider configuration with my team via version control"],"best_for":["Teams using shared workspace settings for consistent Aider configuration","Developers with multiple projects using different AI models","Organizations wanting to enforce Aider settings across developers"],"limitations":["API key storage mechanism is undocumented; unclear if keys are encrypted or stored in plaintext","Custom Aider CLI argument syntax is undocumented; users must guess correct format","No validation of settings on save; invalid configuration may cause silent failures","Settings UI is not documented; users must edit settings.json manually or use VS Code's settings UI","No migration path if settings schema changes in future versions"],"requires":["VS Code 1.50.0 or higher","Access to VS Code settings (Ctrl+, or File > Preferences > Settings)"],"input_types":["settings.json (configuration file)","VS Code settings UI (graphical interface)"],"output_types":["persisted configuration (applied to all operations)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-apertia-vscode-aider__cap_2","uri":"capability://tool.use.integration.model.selection.and.switching.via.command.palette","name":"model selection and switching via command palette","description":"Developers can invoke the `Aider: Select Model` command from the VS Code command palette to switch between supported AI models (GPT-4, Claude, and undocumented 'new additions') without restarting the extension or Aider CLI. The selection is persisted in extension settings and applied to all subsequent AI operations in the current session, with the status bar displaying the currently active model.","intents":["I want to switch from GPT-4 to Claude mid-session to compare outputs","I need to use a cheaper model for routine refactoring tasks","I want to test a newly added model without restarting VS Code"],"best_for":["Developers with multiple API keys who want cost optimization","Teams evaluating different AI models for code generation quality","Researchers comparing model outputs for the same refactoring task"],"limitations":["Model switching mechanism is undocumented; unclear if it requires Aider CLI restart","Identity of 'new additions' to model list is unknown; no changelog provided","Custom model integration is claimed but implementation details are absent","No model capability matrix provided (e.g., which models support which languages)","Switching models mid-refactoring may produce inconsistent code style"],"requires":["VS Code 1.50.0 or higher","Aider CLI tool installed","Valid API keys for at least one supported model (OpenAI or Anthropic)","Access to command palette (Ctrl+Shift+P)"],"input_types":["model selection (from dropdown or list)"],"output_types":["model configuration (persisted in settings)","status bar update (visual confirmation)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-apertia-vscode-aider__cap_3","uri":"capability://text.generation.language.automated.readme.md.generation.from.codebase","name":"automated readme.md generation from codebase","description":"The extension provides a `Aider: Generate README.md` command that sends the project's file structure, key files, and metadata to the configured AI model, which generates a comprehensive README.md file with sections for installation, usage, and architecture. The generated file is written to the project root and can be edited or regenerated, with the extension tracking whether a README already exists to avoid overwriting.","intents":["I want to auto-generate documentation for my project without manual writing","I need a README template that reflects my actual codebase structure","I want to regenerate README when my project structure changes"],"best_for":["Solo developers or small teams lacking dedicated technical writers","Open-source projects needing rapid documentation for GitHub","Developers maintaining multiple projects with similar structures"],"limitations":["README generation template and structure are undocumented; output quality depends on AI model","No control over README sections or format (e.g., cannot specify table of contents style)","May generate inaccurate descriptions if codebase structure is complex or unconventional","No version control integration; overwrites existing README without backup","Cannot generate READMEs for private/proprietary code if API sends full file content"],"requires":["VS Code 1.50.0 or higher","Aider CLI tool installed","Valid API key for OpenAI or Anthropic","Open folder/workspace in VS Code"],"input_types":["project file structure (directory tree)","key file contents (sampled from codebase)","project metadata (package.json, etc.)"],"output_types":["README.md file (markdown text)","written to project root"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-apertia-vscode-aider__cap_4","uri":"capability://automation.workflow.file.management.and.session.state.synchronization","name":"file management and session state synchronization","description":"The extension provides file explorer context menus to add or ignore files from the Aider session, maintaining a persistent list of tracked files. It synchronizes this state bidirectionally with the Aider CLI tool, ensuring that files modified in VS Code are reflected in Aider's session and vice versa. The extension tracks open files on startup but may miss some files, requiring manual re-sync via the file explorer.","intents":["I want to include only specific files in my refactoring session","I need to exclude test files or generated code from AI operations","I want to ensure file changes in Aider are reflected back in my editor"],"best_for":["Developers working on large codebases who need selective file inclusion","Teams using Aider for targeted refactoring across specific modules","Projects with generated or compiled code that should be excluded from AI operations"],"limitations":["File detection on startup sometimes misses open files; root cause is undocumented","No .aiderignore file support documented; unclear how to persist file exclusions across sessions","Bidirectional sync mechanism is undocumented; potential for race conditions if files are modified in both editor and CLI simultaneously","No visual indicator of which files are tracked in the session","Cannot selectively sync specific files; all tracked files are synced on every operation"],"requires":["VS Code 1.50.0 or higher","Aider CLI tool installed","Open folder/workspace in VS Code","Right-click access to file explorer context menu"],"input_types":["file selection (from explorer)","add/ignore action (context menu)"],"output_types":["session state update (tracked files list)","file sync (bidirectional with Aider CLI)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-apertia-vscode-aider__cap_5","uri":"capability://automation.workflow.status.bar.integration.for.quick.access.and.model.display","name":"status bar integration for quick access and model display","description":"The extension adds a clickable status bar item at the bottom of VS Code that displays the currently active AI model and provides quick access to Aider operations. Clicking the status bar item opens a menu or launches Aider, and the item updates in real-time to reflect the selected model, providing visual feedback without requiring command palette access.","intents":["I want to see which AI model is currently active without opening settings","I need quick access to Aider without typing command palette commands","I want visual confirmation that my model selection was applied"],"best_for":["Developers who frequently switch models and want visual feedback","Teams using Aider as a primary refactoring tool and needing quick access","Users who prefer UI-based interaction over command palette"],"limitations":["Status bar interaction details are undocumented (click behavior, menu options unknown)","No customization of status bar appearance or position","Status bar may be hidden in full-screen mode or with certain VS Code layouts","No keyboard shortcut to access status bar menu (requires mouse click)"],"requires":["VS Code 1.50.0 or higher","Aider CLI tool installed","Status bar visible in VS Code layout"],"input_types":["status bar click"],"output_types":["model display (text)","quick access menu (implicit)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-apertia-vscode-aider__cap_6","uri":"capability://automation.workflow.command.palette.integration.for.aider.operations","name":"command palette integration for aider operations","description":"The extension registers multiple commands in VS Code's command palette (accessible via Ctrl+Shift+P) including `Aider: Open`, `Aider: Select Model`, and `Aider: Generate README.md`. These commands provide keyboard-driven access to core Aider operations without requiring mouse interaction or menu navigation, with command names discoverable via fuzzy search in the palette.","intents":["I want keyboard-only access to Aider without touching the mouse","I need to discover available Aider commands without reading documentation","I want to bind Aider commands to custom keyboard shortcuts"],"best_for":["Power users who prefer keyboard navigation","Developers with custom keybinding workflows","Teams standardizing on command palette for all tool access"],"limitations":["Command palette search is fuzzy but may return unrelated results if command names are generic","No command grouping or categorization in palette (all Aider commands listed flat)","Custom keybindings require manual configuration in keybindings.json","No command history or favorites in palette (VS Code limitation)"],"requires":["VS Code 1.50.0 or higher","Aider CLI tool installed","Access to command palette (Ctrl+Shift+P or Cmd+Shift+P on macOS)"],"input_types":["command name (text search in palette)"],"output_types":["command execution (triggers Aider operation)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-apertia-vscode-aider__cap_7","uri":"capability://tool.use.integration.multi.model.api.abstraction.with.openai.and.anthropic.support","name":"multi-model api abstraction with openai and anthropic support","description":"The extension abstracts API interactions with both OpenAI (GPT-4) and Anthropic (Claude) through a unified interface, handling authentication, request formatting, and response streaming. It stores API keys in VS Code's secure credential storage and routes requests to the appropriate API based on the selected model, with support for undocumented 'new additions' suggesting a pluggable model architecture.","intents":["I want to use different AI models without managing separate API clients","I need to switch between OpenAI and Anthropic APIs without reconfiguring","I want to add custom models to the extension without modifying core code"],"best_for":["Developers evaluating multiple AI providers for cost and quality","Teams with existing relationships with multiple API providers","Organizations building custom AI models and wanting to integrate them"],"limitations":["Custom model integration is claimed but implementation is undocumented; no plugin API documented","API key storage mechanism is undocumented; unclear if VS Code's credential storage is used","No rate limiting or quota management visible to users","No fallback mechanism if primary API is unavailable","Model-specific features (e.g., vision capabilities) are not exposed or documented"],"requires":["VS Code 1.50.0 or higher","Valid API key for OpenAI (for GPT-4) OR Anthropic (for Claude)","Network connectivity to API endpoints","Aider CLI tool installed"],"input_types":["API key (stored in settings)","model selection (from command palette)","code/text for processing"],"output_types":["API response (streamed back to editor)","error messages (if API fails)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-apertia-vscode-aider__cap_8","uri":"capability://automation.workflow.aider.cli.process.management.and.lifecycle.control","name":"aider cli process management and lifecycle control","description":"The extension manages the lifecycle of the external Aider CLI process, including launching, monitoring, and terminating it based on user actions. It handles process output streaming, error detection, and restart logic, with the `Aider: Open` command spawning a new CLI session or connecting to an existing one. The extension maintains awareness of CLI state and prevents duplicate processes.","intents":["I want Aider to launch automatically when I open the extension","I need to restart Aider if it crashes or becomes unresponsive","I want to cleanly shut down Aider when closing VS Code"],"best_for":["Developers using Aider as a persistent background service","Teams with long-running refactoring sessions","Users who want seamless Aider integration without terminal management"],"limitations":["Process lifecycle management is undocumented; unclear if extension auto-restarts crashed CLI","No health check or heartbeat mechanism documented; extension may not detect CLI hangs","Windows compatibility issues documented but not specified; likely process spawning issues","No process output logging visible to users; debugging CLI issues requires terminal access","Killing VS Code may leave orphaned Aider CLI processes on some systems"],"requires":["VS Code 1.50.0 or higher","Aider CLI tool installed on system PATH","Sufficient system resources to run CLI process alongside VS Code"],"input_types":["user command (Aider: Open)"],"output_types":["CLI process (spawned)","process state (monitored)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-apertia-vscode-aider__cap_9","uri":"capability://code.generation.editing.code.generation.with.multi.file.context.awareness","name":"code generation with multi-file context awareness","description":"The extension enables developers to request new code generation (functions, classes, modules) with full awareness of the project's file structure and existing code patterns. It sends the current file, selected code context, and optionally other tracked files to the AI model, which generates code that follows the project's conventions and integrates seamlessly. The generated code is streamed back and can be inserted at the cursor position or reviewed before applying.","intents":["I want to generate a new function that follows my project's coding style","I need to create a new module that integrates with existing code","I want AI to generate code that uses the same patterns as my codebase"],"best_for":["Teams with consistent coding standards who want AI to follow them","Developers building new features in large, complex codebases","Projects where code consistency is critical (e.g., financial, medical software)"],"limitations":["Multi-file context is limited to files tracked in Aider session; cannot access untracked files","Generated code quality depends on AI model's understanding of project patterns","No validation that generated code compiles or passes tests","Context window limits may prevent including all relevant files for large projects","No rollback mechanism if generated code is incorrect; requires manual undo"],"requires":["VS Code 1.50.0 or higher","Aider CLI tool installed","Valid API key for OpenAI or Anthropic","Files tracked in Aider session"],"input_types":["code context (current file, selected code)","project files (tracked in session)","generation prompt (implicit from user intent)"],"output_types":["generated code (streamed to editor)","code insertion (at cursor or selected location)"],"categories":["code-generation-editing","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["VS Code 1.50.0 or higher","Aider CLI tool installed on system (version compatibility unknown)","Valid OpenAI API key (for GPT-4) OR Anthropic API key (for Claude)","Code selection in active editor","Aider CLI tool installed","Valid API key for OpenAI or Anthropic","Active error or warning in editor (from linter, compiler, or diagnostics)","Access to VS Code settings (Ctrl+, or File > Preferences > Settings)","Valid API keys for at least one supported model (OpenAI or Anthropic)","Access to command palette (Ctrl+Shift+P)"],"failure_modes":["Requires external Aider CLI tool installation (not bundled with extension)","File detection on startup sometimes misses open files, requiring manual re-sync","Windows compatibility issues documented but not specified in detail","No offline mode — requires active API connection to OpenAI or Anthropic","Context limited to currently open files in Aider session; cannot refactor across untracked files","Error context extraction method is undocumented; may miss complex multi-line errors","Requires error to be visible in VS Code's Problems panel or inline diagnostics","No guarantee that AI-suggested fix will pass all tests or linters","Limited to errors detected by VS Code's built-in or installed linters; cannot fix runtime errors from external processes","API rate limiting from OpenAI/Anthropic may delay fix suggestions under high load","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.41,"quality":0.32,"ecosystem":0.45,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:34.118Z","last_scraped_at":"2026-05-03T15:20:31.090Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=vscode-aider","compare_url":"https://unfragile.ai/compare?artifact=vscode-aider"}},"signature":"H56HUVJw0zgCTR9TdZrqtKJeT+Dor+DFWy3C4Uk0F24H5cQZAxGCI8vbD9GgUVMmZdxJNJdWF/KcFkuOC8hHAg==","signedAt":"2026-06-20T18:25:48.495Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/vscode-aider","artifact":"https://unfragile.ai/vscode-aider","verify":"https://unfragile.ai/api/v1/verify?slug=vscode-aider","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}