{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"vscode-yuanzhixiang-claude-code-yolo","slug":"claude-code-yolo","name":"Claude Code YOLO","type":"extension","url":"https://marketplace.visualstudio.com/items?itemName=yuanzhixiang.claude-code-yolo","page_url":"https://unfragile.ai/claude-code-yolo","categories":["code-editors"],"tags":["json","keybindings"],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"vscode-yuanzhixiang-claude-code-yolo__cap_0","uri":"capability://code.generation.editing.codebase.aware.autonomous.code.exploration.and.modification","name":"codebase-aware autonomous code exploration and modification","description":"Enables Claude to autonomously navigate and understand project structure by reading file contents, exploring directory hierarchies, and suggesting inline code modifications directly within the VS Code editor. The extension provides file read/write operations with full codebase context, allowing the AI to make structural changes across multiple files without requiring manual file switching or context copying.","intents":["I want Claude to explore my entire codebase and suggest refactoring changes across multiple files","I need the AI to understand my project structure and make context-aware code modifications","I want inline suggestions that show exactly where and how code should change in the editor"],"best_for":["solo developers building complex applications who want AI-assisted refactoring","teams migrating legacy codebases and needing structural analysis","developers prototyping rapid changes across large projects"],"limitations":["File system access scope not explicitly documented — unclear if restricted to project root or extends to system directories","No documented audit trail or execution logging for autonomous modifications","Performance impact on large codebases (>10k files) unknown — potential latency issues with full codebase exploration"],"requires":["VS Code 1.98.0 or higher","Active Anthropic API key or custom API endpoint configured","Project files accessible within VS Code workspace"],"input_types":["source code files (all languages supported by VS Code)","project directory structure","file paths and relative references"],"output_types":["inline code suggestions in editor","modified file contents","structural refactoring recommendations"],"categories":["code-generation-editing","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yuanzhixiang-claude-code-yolo__cap_1","uri":"capability://automation.workflow.permission.bypass.autonomous.execution.mode","name":"permission-bypass autonomous execution mode","description":"Provides a 'YOLO mode' that eliminates user confirmation prompts for all tool calls, file modifications, and terminal command execution. This mode allows Claude to execute code changes, run terminal commands, and modify files autonomously without requiring explicit user approval for each action, implemented as a configuration flag that bypasses the standard safety confirmation workflow.","intents":["I want Claude to execute code changes immediately without waiting for my approval on each modification","I need fast iteration cycles where the AI can run commands and see results without confirmation delays","I want to enable fully autonomous agent workflows that don't require human-in-the-loop approval"],"best_for":["experienced developers working in isolated/sandboxed environments who trust the AI model","teams with strong code review processes that catch issues post-execution","rapid prototyping scenarios where speed is prioritized over safety"],"limitations":["CRITICAL: No documented safeguards prevent unintended code modifications or destructive terminal commands","No execution audit trail or rollback mechanism documented","Permission bypass applies to all tool calls indiscriminately — cannot selectively require approval for high-risk operations","No built-in rate limiting or execution throttling to prevent runaway autonomous loops","Incompatible with enterprise security policies requiring approval workflows"],"requires":["VS Code 1.98.0 or higher","Explicit configuration of permission bypass mode via settings","Understanding of security implications and acceptance of autonomous execution risks"],"input_types":["configuration flag (boolean)","user intent expressed in natural language"],"output_types":["executed code modifications","terminal command results","file system changes"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yuanzhixiang-claude-code-yolo__cap_10","uri":"capability://tool.use.integration.configuration.ui.with.login.and.api.key.management","name":"configuration ui with login and api key management","description":"Provides a dedicated configuration interface within VS Code for managing API credentials, model selection, and custom endpoint settings. The UI includes a login page with 'Configure API Key' button that opens a configuration window, and an 'API Configuration' command accessible from the command palette while logged in. Configuration can also be managed through direct file editing of `~/.claude/settings.json`.","intents":["I want a simple UI to configure my API key and model preferences without editing config files","I need to manage multiple API configurations or switch between different API endpoints","I want to securely store and manage my Anthropic API credentials"],"best_for":["non-technical users who prefer UI-based configuration over file editing","teams managing multiple API configurations across different projects","developers setting up the extension for the first time"],"limitations":["CRITICAL: Configuration stored in plaintext in `~/.claude/settings.json` — no encryption or secure credential storage","No credential validation before saving — invalid API keys accepted without testing","No built-in credential rotation or expiration management","Configuration file permissions not documented — could be readable by other users on shared systems","No UI for managing multiple credential profiles or switching between configurations","API key visibility in configuration UI could expose credentials if screen is shared"],"requires":["VS Code 1.98.0 or higher","Valid Anthropic API key or custom API endpoint credentials","Write access to home directory for settings file storage"],"input_types":["API key (string)","API endpoint URL (string)","model identifiers (string)","authentication tokens (string)"],"output_types":["configuration stored in settings file","validation status messages","configuration confirmation"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yuanzhixiang-claude-code-yolo__cap_11","uri":"capability://automation.workflow.sidebar.panel.for.extension.state.and.quick.actions","name":"sidebar panel for extension state and quick actions","description":"Provides a VS Code sidebar panel (implied by 'Open Claude Code extension' references) for displaying extension state, recent commands, and quick action buttons. The panel serves as a visual hub for extension features, allowing users to access common operations without using the command palette, with real-time status updates and execution feedback.","intents":["I want a visual dashboard showing Claude Code's current state and recent activity","I need quick access buttons for common operations without using the command palette","I want to see execution status and logs from autonomous operations"],"best_for":["developers who prefer visual UI over command palette","teams monitoring autonomous agent execution and status","users new to the extension who benefit from visual discoverability"],"limitations":["Sidebar panel functionality not documented — unclear what information is displayed or what actions are available","Panel state persistence not specified — unclear if panel state survives VS Code restart","No documented mechanism to customize panel layout or hide unused sections","Performance impact of real-time status updates not quantified","Sidebar space constraints could limit information density for complex operations"],"requires":["VS Code 1.98.0 or higher","Sidebar visible in VS Code layout"],"input_types":["extension state and status","user interaction with panel buttons"],"output_types":["visual status display","quick action execution","execution logs and feedback"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yuanzhixiang-claude-code-yolo__cap_2","uri":"capability://tool.use.integration.custom.api.endpoint.and.reverse.proxy.configuration","name":"custom api endpoint and reverse proxy configuration","description":"Allows complete customization of the Anthropic API endpoint, enabling use of reverse proxies, relay services, and third-party API implementations without requiring an official Anthropic account. Configuration is managed through UI-based settings, command palette, or direct file editing of `~/.claude/settings.json`, supporting custom `ANTHROPIC_BASE_URL` and `ANTHROPIC_AUTH_TOKEN` parameters.","intents":["I want to use Claude Code with a reverse proxy or relay service for API routing","I need to configure a custom API endpoint for compliance or network isolation requirements","I want to use third-party API providers that implement the Anthropic API specification"],"best_for":["enterprises with API gateway or reverse proxy requirements","teams using third-party API relay services for cost optimization or rate limiting","developers in regions with restricted access to official Anthropic API"],"limitations":["Custom endpoints must implement full Anthropic API specification — partial implementations will cause silent failures","No validation or health-check mechanism for custom endpoints before use","Credential management relies on plaintext storage in `~/.claude/settings.json` — no encryption or secure credential storage documented","No built-in fallback or failover mechanism if custom endpoint becomes unavailable","API compatibility not guaranteed with third-party implementations — version mismatches could cause unexpected behavior"],"requires":["VS Code 1.98.0 or higher","Custom API endpoint URL (must be accessible from development machine)","Valid authentication token for custom endpoint","Understanding of Anthropic API specification for endpoint compatibility"],"input_types":["API endpoint URL (string)","authentication token (string)","optional: custom model identifiers"],"output_types":["configuration stored in settings file","API requests routed to custom endpoint"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yuanzhixiang-claude-code-yolo__cap_3","uri":"capability://tool.use.integration.configurable.multi.tier.model.selection.with.custom.model.identifiers","name":"configurable multi-tier model selection with custom model identifiers","description":"Supports dynamic selection between Claude 3.5 Haiku, Claude Sonnet 4.5, and Claude Opus 4.1 models with fully customizable model identifiers via environment variables (`ANTHROPIC_DEFAULT_HAIKU_MODEL`, `ANTHROPIC_DEFAULT_SONNET_MODEL`, `ANTHROPIC_DEFAULT_OPUS_MODEL`). This enables switching between different model versions or custom-fine-tuned variants without code changes, allowing cost optimization and performance tuning per use case.","intents":["I want to use different Claude models for different tasks based on cost and performance tradeoffs","I need to switch between model versions without reconfiguring the extension","I want to use custom-fine-tuned model variants with the same extension interface"],"best_for":["cost-conscious teams optimizing API spend by using Haiku for simple tasks and Opus for complex reasoning","developers experimenting with different model versions to benchmark performance","organizations using custom-fine-tuned Claude variants"],"limitations":["Model selection is global per tier — cannot specify different models for different file types or tasks","No automatic model selection based on task complexity or token requirements","Custom model identifiers must match exactly with API provider's model names — typos cause silent API failures","No fallback mechanism if specified model is unavailable or deprecated","Model switching requires extension reload or configuration refresh"],"requires":["VS Code 1.98.0 or higher","Valid model identifiers matching API provider's available models","API key with access to specified models"],"input_types":["model identifier strings (e.g., 'claude-3-5-haiku-20241022')","environment variable configuration"],"output_types":["API requests using specified model","responses from selected model tier"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yuanzhixiang-claude-code-yolo__cap_4","uri":"capability://automation.workflow.terminal.command.execution.with.autonomous.workflow.support","name":"terminal command execution with autonomous workflow support","description":"Enables Claude to execute arbitrary terminal commands within the VS Code integrated terminal, with full support for autonomous execution in permission-bypass mode. Commands are executed in the project's terminal environment with access to all installed tools, environment variables, and shell configurations, allowing the AI to run build scripts, tests, package managers, and custom commands without user intervention.","intents":["I want Claude to run build commands, tests, and package manager commands autonomously","I need the AI to execute shell scripts and see results to inform subsequent code changes","I want fully autonomous workflows where Claude can run commands and react to their output"],"best_for":["developers building CI/CD-like workflows where AI orchestrates build and test cycles","teams using AI for automated testing and debugging with command execution","rapid development scenarios where AI needs to validate changes through execution"],"limitations":["CRITICAL: No documented restrictions on command scope — could execute destructive commands (rm -rf, format drives, etc.)","No command whitelisting or blacklisting mechanism to prevent dangerous operations","Terminal command execution scope extends to all environment variables and installed tools — potential for privilege escalation","No timeout or resource limits documented — long-running commands could hang the extension","No execution logging or audit trail for compliance or debugging purposes","Permission bypass mode allows autonomous execution without any confirmation, creating risk of unintended system modifications"],"requires":["VS Code 1.98.0 or higher","Integrated terminal access within VS Code","Tools and dependencies required by commands must be installed in project environment","Appropriate shell (bash, zsh, PowerShell, etc.) configured in VS Code"],"input_types":["natural language command descriptions","shell command syntax","environment variables and context"],"output_types":["terminal command output (stdout/stderr)","exit codes","side effects (file modifications, environment changes)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yuanzhixiang-claude-code-yolo__cap_5","uri":"capability://planning.reasoning.agent.based.task.decomposition.with.sub.agent.support","name":"agent-based task decomposition with sub-agent support","description":"Implements autonomous agent architecture where Claude can decompose complex tasks into sub-tasks and spawn sub-agents to handle specific components. This enables hierarchical task execution where the main agent orchestrates work across multiple specialized sub-agents, each with their own context and execution scope, allowing parallel or sequential task execution with inter-agent communication.","intents":["I want Claude to break down a large refactoring task into smaller sub-tasks and execute them in parallel","I need specialized agents for different parts of my codebase (frontend, backend, infrastructure)","I want autonomous workflows where agents can delegate work to other agents and aggregate results"],"best_for":["large-scale refactoring projects requiring parallel task execution","teams with specialized domains (frontend, backend, DevOps) that need domain-specific agents","complex automation workflows requiring hierarchical task decomposition"],"limitations":["Sub-agent coordination mechanism not documented — unclear how agents communicate or synchronize state","No documented limits on sub-agent depth or breadth — potential for exponential resource consumption","Context isolation between sub-agents not specified — could lead to conflicting modifications","No built-in conflict resolution for concurrent modifications to same files","Sub-agent execution in permission-bypass mode means no approval workflow for delegated tasks","Debugging and error handling across agent hierarchy not documented"],"requires":["VS Code 1.98.0 or higher","Sufficient API quota for multiple concurrent agent executions","Project structure suitable for task decomposition"],"input_types":["high-level task descriptions","project structure and file organization","task decomposition strategies"],"output_types":["sub-task execution results","aggregated modifications across codebase","task completion status and logs"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yuanzhixiang-claude-code-yolo__cap_6","uri":"capability://tool.use.integration.custom.slash.command.processing.and.extension","name":"custom slash command processing and extension","description":"Supports custom slash commands that extend Claude's capabilities with domain-specific operations. Users can define custom commands (e.g., `/lint`, `/test`, `/deploy`) that trigger specific workflows or tool integrations, with command parsing and routing implemented through the extension's command palette integration. Commands can accept parameters and chain multiple operations together.","intents":["I want to create custom commands like /lint or /test that Claude understands and executes","I need domain-specific shortcuts for common workflows in my project","I want to extend Claude's capabilities with project-specific tools and operations"],"best_for":["teams with standardized development workflows that benefit from custom command shortcuts","projects with domain-specific tools that need AI integration","developers building custom automation workflows on top of Claude Code"],"limitations":["Custom command definition mechanism not documented — unclear how commands are registered or configured","No built-in command validation or parameter checking — malformed commands could cause errors","Command scope and execution context not specified","No command documentation or help system documented","Conflict resolution for commands with same name not addressed"],"requires":["VS Code 1.98.0 or higher","Understanding of custom command syntax and registration","Project-specific tools or scripts that commands will invoke"],"input_types":["slash command syntax (e.g., '/command param1 param2')","command parameters and arguments"],"output_types":["command execution results","tool output and responses","status messages"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yuanzhixiang-claude-code-yolo__cap_7","uri":"capability://tool.use.integration.model.context.protocol.mcp.integration.for.tool.extension","name":"model context protocol (mcp) integration for tool extension","description":"Integrates with the Model Context Protocol (MCP) standard, enabling Claude to access external tools, data sources, and services through standardized MCP server implementations. This allows the extension to connect to any MCP-compatible service (databases, APIs, specialized tools) without custom integration code, providing a standardized interface for tool discovery and invocation.","intents":["I want Claude to access external tools and services through MCP without custom integration","I need to connect Claude to specialized services like databases, APIs, or domain-specific tools","I want to use standardized tool integrations that work across multiple Claude applications"],"best_for":["teams using multiple MCP-compatible services that need unified access through Claude","organizations building standardized tool ecosystems around Claude","developers integrating Claude with specialized domain tools via MCP"],"limitations":["MCP server availability and compatibility not documented — unclear which MCP services are tested","MCP server discovery and registration mechanism not specified","Error handling and fallback behavior for unavailable MCP services not documented","Performance impact of MCP protocol overhead not quantified","Security implications of MCP tool access in permission-bypass mode not addressed"],"requires":["VS Code 1.98.0 or higher","MCP-compatible server implementations for desired tools/services","Network access to MCP servers from development environment"],"input_types":["MCP server configurations","tool invocation requests","MCP protocol messages"],"output_types":["tool responses from MCP servers","structured data from external services","side effects from tool execution"],"categories":["tool-use-integration","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yuanzhixiang-claude-code-yolo__cap_8","uri":"capability://code.generation.editing.inline.editor.integration.with.visual.code.modification.suggestions","name":"inline editor integration with visual code modification suggestions","description":"Renders code modification suggestions directly within the VS Code editor window, showing exactly where and how code should change with visual highlighting and inline diffs. Suggestions are integrated into the editor's native UI, allowing users to accept or reject changes with keyboard shortcuts or mouse clicks, with full support for multi-file suggestions and refactoring operations.","intents":["I want to see exactly where Claude suggests code changes before accepting them","I need visual feedback on refactoring suggestions with inline diffs in the editor","I want to quickly accept or reject individual code suggestions without leaving the editor"],"best_for":["developers who prefer visual code review before accepting AI suggestions","teams using code review workflows that benefit from inline suggestion visualization","developers working with large refactoring operations requiring detailed change review"],"limitations":["Multi-file suggestion visualization could be overwhelming for large refactoring operations","Inline diff rendering performance not documented — potential lag with large files or many suggestions","No documented mechanism to batch-accept or batch-reject suggestions across multiple files","Suggestion persistence and undo behavior not specified","No built-in conflict detection for overlapping suggestions in same file"],"requires":["VS Code 1.98.0 or higher","Files open in editor for suggestion visualization","Sufficient editor performance for rendering inline suggestions"],"input_types":["code modification suggestions from Claude","file contents and line numbers","user acceptance/rejection input"],"output_types":["inline visual suggestions in editor","modified file contents upon acceptance","suggestion metadata (line numbers, change type)"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yuanzhixiang-claude-code-yolo__cap_9","uri":"capability://automation.workflow.vs.code.command.palette.integration.for.quick.access","name":"vs code command palette integration for quick access","description":"Integrates Claude Code YOLO into VS Code's command palette (accessed via `Ctrl+P`), providing quick access to extension features, configuration, and commands without navigating menus or sidebars. Commands are discoverable through fuzzy search and can be bound to custom keybindings, enabling power-user workflows with keyboard-only interaction.","intents":["I want quick keyboard access to Claude Code features without using the mouse","I need to discover available commands and features through VS Code's command palette","I want to bind custom keybindings to frequently-used Claude Code operations"],"best_for":["power users who prefer keyboard-driven workflows","developers working in full-screen editor mode without sidebar access","teams standardizing on command palette-based workflows"],"limitations":["Command palette integration limited to VS Code — no support for other editors","Custom keybinding documentation not provided — users must manually configure bindings","Command discoverability depends on fuzzy search — less discoverable than menu-based UI","No command history or recent commands feature documented"],"requires":["VS Code 1.98.0 or higher","Knowledge of command palette invocation (`Ctrl+P` on Windows/Linux, `Cmd+P` on macOS)"],"input_types":["command palette search queries","command parameters"],"output_types":["command execution results","configuration dialogs","status messages"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":38,"verified":false,"data_access_risk":"high","permissions":["VS Code 1.98.0 or higher","Active Anthropic API key or custom API endpoint configured","Project files accessible within VS Code workspace","Explicit configuration of permission bypass mode via settings","Understanding of security implications and acceptance of autonomous execution risks","Valid Anthropic API key or custom API endpoint credentials","Write access to home directory for settings file storage","Sidebar visible in VS Code layout","Custom API endpoint URL (must be accessible from development machine)","Valid authentication token for custom endpoint"],"failure_modes":["File system access scope not explicitly documented — unclear if restricted to project root or extends to system directories","No documented audit trail or execution logging for autonomous modifications","Performance impact on large codebases (>10k files) unknown — potential latency issues with full codebase exploration","CRITICAL: No documented safeguards prevent unintended code modifications or destructive terminal commands","No execution audit trail or rollback mechanism documented","Permission bypass applies to all tool calls indiscriminately — cannot selectively require approval for high-risk operations","No built-in rate limiting or execution throttling to prevent runaway autonomous loops","Incompatible with enterprise security policies requiring approval workflows","CRITICAL: Configuration stored in plaintext in `~/.claude/settings.json` — no encryption or secure credential storage","No credential validation before saving — invalid API keys accepted without testing","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.48,"quality":0.34,"ecosystem":0.21000000000000002,"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":"2026-05-24T12:16:34.803Z","last_scraped_at":"2026-05-03T15:20:40.998Z","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=claude-code-yolo","compare_url":"https://unfragile.ai/compare?artifact=claude-code-yolo"}},"signature":"ukVkJtfz08zzRKOsum8rpHDu45TLNTQxG7z1Lt90yTxuPCoeW34KDbSQNEFaiOU6XnniqVM6M2YBvjeXBBDOAQ==","signedAt":"2026-06-22T05:09:41.061Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/claude-code-yolo","artifact":"https://unfragile.ai/claude-code-yolo","verify":"https://unfragile.ai/api/v1/verify?slug=claude-code-yolo","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"}}