{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"vscode-yalehuang-chatgpt-ai","slug":"chatgpt-ai","name":"ChatGPT AI","type":"extension","url":"https://marketplace.visualstudio.com/items?itemName=YaleHuang.chatgpt-ai","page_url":"https://unfragile.ai/chatgpt-ai","categories":["code-editors"],"tags":["ai","chatgpt","copilot","explain","find bugs","gpt3","openai","refactor"],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"vscode-yalehuang-chatgpt-ai__cap_0","uri":"capability://code.generation.editing.context.aware.code.generation.from.natural.language","name":"context-aware code generation from natural language","description":"Generates new code by sending selected text or entire file context to OpenAI's GPT models (GPT-4, GPT-3.5, or Codex) via either official ChatGPT API or unofficial proxy, with streaming response delivery directly into the VS Code editor. The extension maintains conversation context across follow-up queries, allowing iterative refinement of generated code without re-specifying the original intent.","intents":["I want to write a function but don't know the exact syntax — let me describe what it should do and get code back","I need to generate boilerplate code for a common pattern in my current file","I want to ask follow-up questions about generated code without losing context"],"best_for":["solo developers prototyping features quickly","teams using VS Code as primary editor","developers comfortable with OpenAI API authentication"],"limitations":["Context limited to selected text, current file, or all open files — cannot access project structure, dependencies, or build configuration","Model selection mechanism unknown — may be fixed per API mode rather than user-configurable","Streaming responses add latency for large code blocks; no async background generation","ChatGPTUnofficialProxyAPI mode requires token refresh every ~8 hours, breaking automation workflows","No built-in cost tracking for ChatGPTAPI mode — users responsible for monitoring OpenAI billing"],"requires":["VS Code 1.73.0 or later","OpenAI API key (ChatGPTAPI mode) OR ChatGPT web account with access token (ChatGPTUnofficialProxyAPI mode)","Active internet connection to OpenAI endpoints"],"input_types":["natural language description (sidebar input)","selected code snippet (context menu trigger)","entire file content (multi-file context option)"],"output_types":["code snippet (streamed, inserted into editor with auto-indentation)","markdown-formatted explanation (renderable or raw text)"],"categories":["code-generation-editing","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yalehuang-chatgpt-ai__cap_1","uri":"capability://code.generation.editing.bug.detection.and.code.problem.analysis","name":"bug detection and code problem analysis","description":"Analyzes selected code snippets by sending them to OpenAI models with an implicit 'find bugs' system prompt, returning identified issues, potential runtime errors, and logic problems as streamed text responses. The analysis is stateless per invocation — each bug-finding request is independent and does not maintain conversation context.","intents":["I have a code snippet that's not working — help me identify what's wrong","I want to find potential bugs or edge cases before code review","I need to understand why this function is throwing an error"],"best_for":["developers doing pre-commit code review","teams without dedicated QA or linting infrastructure","solo developers seeking second opinions on code correctness"],"limitations":["Analysis limited to selected text only — cannot analyze full file or project context","No integration with VS Code's built-in diagnostics or problem panel — results appear only in chat sidebar","Stateless analysis per invocation — cannot track bug patterns across multiple code reviews in same session","Model behavior unknown — may miss subtle bugs or produce false positives depending on GPT version and temperature settings","No ability to automatically fix identified bugs or suggest patches"],"requires":["VS Code 1.73.0 or later","OpenAI API key or ChatGPT access token","Code snippet selected in editor (right-click context menu trigger)"],"input_types":["selected code snippet (any language supported by VS Code syntax highlighting)"],"output_types":["natural language bug report (streamed text, markdown-formatted)"],"categories":["code-generation-editing","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yalehuang-chatgpt-ai__cap_10","uri":"capability://memory.knowledge.sidebar.chat.panel.with.persistent.conversation.history","name":"sidebar chat panel with persistent conversation history","description":"Provides a dedicated sidebar panel in VS Code for chat-based interaction with OpenAI models, displaying conversation history (user queries and AI responses) in chronological order. Users type queries in an input box at the bottom of the panel, and responses appear above with full conversation context preserved within the session. The sidebar panel is always accessible and can be toggled via VS Code's sidebar toggle button.","intents":["I want a dedicated chat interface within VS Code without switching windows","I need to see my full conversation history with the AI","I want to ask follow-up questions while viewing previous responses"],"best_for":["developers preferring integrated chat over external ChatGPT web interface","teams using VS Code as primary development environment","developers wanting persistent conversation context within editor"],"limitations":["Conversation history is session-local only — lost when VS Code closes or extension reloads","No export or save functionality for conversations — cannot archive or share chat history","Sidebar panel width is fixed — cannot resize for larger code snippets or responses","No ability to search or filter conversation history","Sidebar rendering may be slow with very long conversations (100+ messages)"],"requires":["VS Code 1.73.0 or later","OpenAI API key or ChatGPT access token"],"input_types":["natural language queries (sidebar input box)"],"output_types":["streamed responses (displayed in sidebar chat panel)"],"categories":["memory-knowledge","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yalehuang-chatgpt-ai__cap_11","uri":"capability://code.generation.editing.automatic.code.indentation.correction.on.insertion","name":"automatic code indentation correction on insertion","description":"When generated code is inserted into the editor via right-click context menu actions or sidebar chat, the extension automatically adjusts indentation to match the current cursor position and surrounding code context. This pattern prevents broken indentation that would require manual fixing, allowing seamless code insertion into nested structures (functions, classes, conditionals).","intents":["I generated code but it has wrong indentation — fix it automatically when inserting","I want to insert generated code into a nested block without manual indentation adjustment","I need generated code to match my project's indentation style automatically"],"best_for":["developers inserting generated code into existing files","teams with strict indentation requirements","developers avoiding manual formatting after code generation"],"limitations":["Indentation correction is automatic but may fail for complex nested structures or mixed indentation styles","Correction assumes consistent indentation in surrounding code — may produce incorrect results with inconsistent indentation","No support for tabs vs spaces detection — may produce mixed indentation if project uses both","Indentation correction is applied only on insertion — cannot be applied retroactively to already-inserted code"],"requires":["VS Code 1.73.0 or later","Code insertion via right-click context menu or sidebar chat"],"input_types":["generated code snippet (from OpenAI API)"],"output_types":["indentation-corrected code (inserted into editor)"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yalehuang-chatgpt-ai__cap_12","uri":"capability://tool.use.integration.freemium.pricing.model.with.optional.paid.api.access","name":"freemium pricing model with optional paid api access","description":"Extension is free to install and use from VS Code Marketplace, but requires either a free ChatGPT account (ChatGPTUnofficialProxyAPI mode with token refresh every 8 hours) or an OpenAI API key with per-token billing (ChatGPTAPI mode). No subscription required for the extension itself, but users incur OpenAI API costs if using official API mode. Unofficial proxy mode is free but unreliable and violates OpenAI terms of service.","intents":["I want to use ChatGPT AI without paying for a subscription","I have OpenAI API credits and want to use them for code generation","I want to evaluate the extension before committing to API costs"],"best_for":["solo developers with ChatGPT Plus subscriptions (free API access via proxy)","teams with OpenAI API credits or enterprise agreements","developers evaluating cost-benefit before committing to paid API"],"limitations":["ChatGPTUnofficialProxyAPI mode is free but unreliable — may break without notice if OpenAI changes authentication","ChatGPTAPI mode incurs per-token costs — no built-in cost tracking or budget alerts","No free tier with limited tokens — must choose between free (unreliable) or paid (per-token billing)","Unofficial proxy mode violates OpenAI terms of service — may be disabled or result in account suspension","No pricing transparency — users must monitor OpenAI billing dashboard separately"],"requires":["VS Code 1.73.0 or later","ChatGPT account (free mode) OR OpenAI API key with active billing (paid mode)"],"input_types":["API key or access token (configuration)"],"output_types":["authenticated API access (no direct output)"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yalehuang-chatgpt-ai__cap_2","uri":"capability://text.generation.language.code.explanation.and.documentation.generation","name":"code explanation and documentation generation","description":"Converts selected code snippets into human-readable explanations or auto-generated documentation by sending code to OpenAI models with explanation/documentation system prompts. Responses are streamed into the sidebar chat panel and can be toggled between markdown-rendered and raw text display, supporting both quick understanding and copy-paste documentation workflows.","intents":["I inherited code I don't understand — explain what this function does","I need to generate docstrings or comments for undocumented code","I want to understand the algorithm or design pattern used in this snippet"],"best_for":["developers onboarding to unfamiliar codebases","teams documenting legacy code without existing comments","non-native English speakers needing code explanation in simple terms"],"limitations":["Explanation quality depends on model version — GPT-3.5 may produce less accurate explanations than GPT-4","Context limited to selected text — cannot explain code that depends on external functions or classes","No integration with IDE documentation features (hover tooltips, quick info panels) — results appear only in sidebar","Generated documentation may not match project style guides or naming conventions","No ability to update source code with generated documentation automatically"],"requires":["VS Code 1.73.0 or later","OpenAI API key or ChatGPT access token","Code snippet selected in editor"],"input_types":["selected code snippet (any programming language)"],"output_types":["natural language explanation (markdown-formatted, renderable or raw text)","generated docstring or comment (copyable from sidebar)"],"categories":["text-generation-language","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yalehuang-chatgpt-ai__cap_3","uri":"capability://code.generation.editing.code.refactoring.and.optimization.suggestions","name":"code refactoring and optimization suggestions","description":"Analyzes selected code and generates refactored versions with optimization suggestions by sending code to OpenAI models with implicit refactoring prompts. The extension returns improved code variants with explanations of changes, which can be manually copied back into the editor or used as reference for manual refactoring.","intents":["This code works but feels inefficient — suggest optimizations","I want to refactor this function to be more readable or maintainable","Help me apply design patterns or best practices to this code"],"best_for":["developers optimizing performance-critical code","teams enforcing code quality standards without automated refactoring tools","solo developers learning best practices through AI-suggested improvements"],"limitations":["Refactoring suggestions are not automatically applied — require manual copy-paste or manual implementation","No integration with VS Code's built-in refactoring commands (rename, extract function) — suggestions appear only in chat","Context limited to selected text — cannot refactor code that depends on external functions or project structure","Model may suggest refactorings that break code if dependencies are not visible in selected snippet","No performance benchmarking — optimization suggestions are heuristic-based, not measured","Refactoring suggestions may not align with project coding standards or architectural patterns"],"requires":["VS Code 1.73.0 or later","OpenAI API key or ChatGPT access token","Code snippet selected in editor"],"input_types":["selected code snippet (any programming language)"],"output_types":["refactored code variant (streamed text, copyable)","optimization explanation (markdown-formatted)"],"categories":["code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yalehuang-chatgpt-ai__cap_4","uri":"capability://code.generation.editing.comment.driven.code.completion","name":"comment-driven code completion","description":"Generates code implementations based on comment descriptions by sending comments and surrounding code context to OpenAI models, returning completed code that matches the comment intent. The generated code is streamed into the editor with automatic indentation correction, allowing developers to write comments first and let AI fill in implementation.","intents":["I wrote a comment describing what I want — generate the code to implement it","I have a TODO comment — help me implement the functionality","I want to use comments as a specification for code generation"],"best_for":["developers using comment-driven development workflows","teams with strong code documentation practices","developers prototyping features quickly from specifications"],"limitations":["Comment clarity directly impacts code quality — vague comments produce incorrect implementations","Context limited to selected text or file — cannot access project dependencies or external APIs","Generated code may not match project coding style or conventions","No validation that generated code actually implements the comment intent","Indentation correction is automatic but may fail for complex nested structures"],"requires":["VS Code 1.73.0 or later","OpenAI API key or ChatGPT access token","Comment selected in editor (right-click context menu trigger)"],"input_types":["selected comment text (any programming language)"],"output_types":["code implementation (streamed, inserted into editor with auto-indentation)"],"categories":["code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yalehuang-chatgpt-ai__cap_5","uri":"capability://memory.knowledge.multi.turn.conversational.code.assistance","name":"multi-turn conversational code assistance","description":"Maintains conversation context across multiple user queries in the sidebar chat panel, allowing follow-up questions about previously generated code or explanations without re-specifying context. The extension stores conversation history within the session and sends previous exchanges to OpenAI as context for subsequent queries, enabling iterative code refinement and clarification.","intents":["I asked for code generation — now I want to ask follow-up questions about the result","I want to refine generated code through multiple iterations without starting over","I need to understand edge cases or variations of previously discussed code"],"best_for":["developers iterating on code through multiple refinement cycles","teams using AI as a collaborative coding partner","developers learning through interactive Q&A with AI"],"limitations":["Conversation context is session-local only — history is lost when VS Code closes or extension reloads","No persistence of conversation history across sessions — no ability to resume previous conversations","Context window limited by OpenAI API constraints — very long conversations may lose early context","No ability to branch conversations or explore alternative code paths","Follow-up questions may accumulate cost in ChatGPTAPI mode without user awareness"],"requires":["VS Code 1.73.0 or later","OpenAI API key or ChatGPT access token","Active chat session in sidebar panel"],"input_types":["natural language follow-up questions (sidebar input box)","implicit context from previous exchanges in conversation history"],"output_types":["streamed text responses (markdown-formatted)","code snippets (copyable from chat)"],"categories":["memory-knowledge","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yalehuang-chatgpt-ai__cap_6","uri":"capability://tool.use.integration.dual.mode.api.authentication.with.automatic.token.refresh","name":"dual-mode api authentication with automatic token refresh","description":"Supports two distinct authentication modes: official OpenAI ChatGPT API (via API key with per-token billing) and unofficial ChatGPT proxy API (via web access token with free ChatGPT subscription). Users configure authentication in VS Code settings, and the extension automatically routes requests to the selected API endpoint. ChatGPTUnofficialProxyAPI mode requires periodic token refresh (every ~8 hours) via manual re-authentication or automated Python script.","intents":["I want to use ChatGPT AI without paying per-token — use my free ChatGPT subscription instead","I want to use the official OpenAI API for reliability and model selection","I need to switch between API modes depending on my current subscription status"],"best_for":["developers with ChatGPT Plus subscriptions wanting free API access","teams with OpenAI API credits or enterprise agreements","developers evaluating cost-benefit of different API modes"],"limitations":["ChatGPTUnofficialProxyAPI mode requires token refresh every ~8 hours — breaks long-running automation workflows","Unofficial proxy mode incompatible with Microsoft/Google OAuth accounts — email/password only","No automatic token refresh mechanism documented — users must manually re-authenticate or run Python script","Model selection mechanism unknown for both modes — may not allow choosing between GPT-4 and GPT-3.5","ChatGPTAPI mode incurs OpenAI API costs — no built-in cost tracking or budget alerts","Unofficial proxy mode violates OpenAI terms of service — may be disabled without notice"],"requires":["VS Code 1.73.0 or later","OpenAI API key (ChatGPTAPI mode) OR ChatGPT web account with email/password (ChatGPTUnofficialProxyAPI mode)","Python 3.x (optional, for automated token refresh via acheong08/OpenAIAuth script)"],"input_types":["API key or access token (VS Code settings UI)","API mode selection (ChatGPTAPI vs ChatGPTUnofficialProxyAPI)"],"output_types":["authenticated API requests to OpenAI endpoints"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yalehuang-chatgpt-ai__cap_7","uri":"capability://memory.knowledge.context.scoped.code.analysis.with.multi.file.support","name":"context-scoped code analysis with multi-file support","description":"Allows users to specify analysis context scope via sidebar options: no context (general queries), selected text only, current file, or all open files. The extension sends the selected context to OpenAI models along with the user query, enabling code analysis that accounts for file-level or workspace-level dependencies. Context selection is user-controlled per query, allowing flexible scope management without configuration.","intents":["I want to analyze code with full file context to catch dependency issues","I need to understand how this function is used across multiple open files","I want to ask general questions without sending any code context"],"best_for":["developers analyzing code with complex dependencies","teams working with multi-file features or modules","developers wanting fine-grained control over what code is sent to OpenAI"],"limitations":["Context limited to open files in VS Code — cannot access files outside workspace or closed files","No project structure awareness — cannot analyze dependencies from package.json, requirements.txt, or build configs","All open files context may exceed OpenAI API token limits for large projects — no automatic truncation or summarization","Context selection is manual per query — no persistent context scope setting","No ability to exclude sensitive files or credentials from context — users must manually avoid sending them"],"requires":["VS Code 1.73.0 or later","OpenAI API key or ChatGPT access token","One or more files open in VS Code editor"],"input_types":["context scope selection (no context / selected text / current file / all open files)","natural language query (sidebar input)"],"output_types":["analysis results accounting for specified context (streamed text)"],"categories":["memory-knowledge","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yalehuang-chatgpt-ai__cap_8","uri":"capability://text.generation.language.streaming.response.delivery.with.markdown.rendering","name":"streaming response delivery with markdown rendering","description":"Streams OpenAI API responses character-by-character into the VS Code sidebar chat panel, displaying results in real-time as they are generated. Users can toggle between markdown-rendered display (formatted text, code blocks, lists) and raw text display, allowing both readable presentation and copy-paste workflows. Streaming provides perceived responsiveness and allows users to start reading responses before generation completes.","intents":["I want to see code generation results as they stream in, not wait for full completion","I need to copy generated code or explanations — show me raw markdown format","I want to read formatted explanations with proper code block syntax highlighting"],"best_for":["developers preferring real-time feedback over batch responses","teams with slow internet connections (streaming provides perceived speed improvement)","developers copying code snippets from chat (raw text mode)"],"limitations":["Streaming adds latency for large responses — first token may take 1-2 seconds to appear","Markdown rendering toggle is per-response, not persistent — must toggle for each response","No ability to pause or cancel streaming mid-response","Sidebar chat panel may not render complex markdown (nested lists, tables) correctly","Streaming responses cannot be edited or refined in-place — must use follow-up queries"],"requires":["VS Code 1.73.0 or later","OpenAI API key or ChatGPT access token","Active internet connection with sufficient bandwidth for streaming"],"input_types":["user query (sidebar input)"],"output_types":["streamed text (markdown-formatted or raw text, toggleable)"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-yalehuang-chatgpt-ai__cap_9","uri":"capability://tool.use.integration.right.click.context.menu.integration.for.code.actions","name":"right-click context menu integration for code actions","description":"Integrates six predefined code actions (explain, document, refactor, find bugs, complete, ask question) as right-click context menu items in the VS Code editor. When a user right-clicks on selected code, they can invoke any action directly without typing commands, with the selected text automatically passed as context to the OpenAI API. This pattern reduces friction for common code analysis workflows.","intents":["I selected code and want to explain it — right-click and pick 'Explain'","I want to find bugs in this code snippet — right-click and pick 'Find Bugs'","I need documentation for this function — right-click and pick 'Generate Documentation'"],"best_for":["developers preferring mouse-driven workflows over keyboard shortcuts","teams with limited keyboard customization needs","developers new to the extension (discoverable via context menu)"],"limitations":["Context menu is limited to six predefined actions — no custom actions or user-defined workflows","Right-click menu only available when code is selected — cannot invoke actions on empty selection","Context menu actions always use selected text only — cannot use full file or multi-file context","No keyboard shortcuts documented for context menu actions — requires mouse interaction","Context menu items cannot be reordered or hidden — all six actions always visible"],"requires":["VS Code 1.73.0 or later","Code snippet selected in editor","OpenAI API key or ChatGPT access token"],"input_types":["selected code snippet (implicit, from editor selection)"],"output_types":["action-specific results (explanation, documentation, refactoring, bug report, completion, or response)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":44,"verified":false,"data_access_risk":"high","permissions":["VS Code 1.73.0 or later","OpenAI API key (ChatGPTAPI mode) OR ChatGPT web account with access token (ChatGPTUnofficialProxyAPI mode)","Active internet connection to OpenAI endpoints","OpenAI API key or ChatGPT access token","Code snippet selected in editor (right-click context menu trigger)","Code insertion via right-click context menu or sidebar chat","ChatGPT account (free mode) OR OpenAI API key with active billing (paid mode)","Code snippet selected in editor","Comment selected in editor (right-click context menu trigger)","Active chat session in sidebar panel"],"failure_modes":["Context limited to selected text, current file, or all open files — cannot access project structure, dependencies, or build configuration","Model selection mechanism unknown — may be fixed per API mode rather than user-configurable","Streaming responses add latency for large code blocks; no async background generation","ChatGPTUnofficialProxyAPI mode requires token refresh every ~8 hours, breaking automation workflows","No built-in cost tracking for ChatGPTAPI mode — users responsible for monitoring OpenAI billing","Analysis limited to selected text only — cannot analyze full file or project context","No integration with VS Code's built-in diagnostics or problem panel — results appear only in chat sidebar","Stateless analysis per invocation — cannot track bug patterns across multiple code reviews in same session","Model behavior unknown — may miss subtle bugs or produce false positives depending on GPT version and temperature settings","No ability to automatically fix identified bugs or suggest patches","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.61,"quality":0.35,"ecosystem":0.35000000000000003,"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":"2026-05-03T15:20:32.168Z","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=chatgpt-ai","compare_url":"https://unfragile.ai/compare?artifact=chatgpt-ai"}},"signature":"XRkO8uSBB2TE/TVOhx1tgL3O6y24XAcYuTmEFnoVjRB/mf/qJAlAYEBQok657cEmXklyr+slRWQVncbzILmLCg==","signedAt":"2026-06-20T21:31:31.030Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/chatgpt-ai","artifact":"https://unfragile.ai/chatgpt-ai","verify":"https://unfragile.ai/api/v1/verify?slug=chatgpt-ai","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"}}