{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"vscode-jaybarnes-chatgpt-vscode-plugin","slug":"chatgpt-vscode-plugin","name":"ChatGPT VSCode Plugin","type":"extension","url":"https://marketplace.visualstudio.com/items?itemName=JayBarnes.chatgpt-vscode-plugin","page_url":"https://unfragile.ai/chatgpt-vscode-plugin","categories":["code-editors"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"vscode-jaybarnes-chatgpt-vscode-plugin__cap_0","uri":"capability://code.generation.editing.in.editor.chat.interface.with.code.context","name":"in-editor chat interface with code context","description":"Embeds a ChatGPT conversation panel directly within VS Code's sidebar, allowing developers to send selected code snippets or entire files as context to ChatGPT without leaving the editor. The extension captures the active editor's content and cursor selection, formats it with metadata (file path, language), and transmits it via OpenAI's API, streaming responses back into the chat panel with syntax highlighting for code blocks.","intents":["Ask ChatGPT to explain a code block without copying it to a browser","Get inline code review suggestions while viewing the problematic code","Request refactoring ideas with full file context automatically included","Debug code by describing the issue and showing the relevant snippet in one action"],"best_for":["solo developers and small teams using VS Code as primary IDE","developers who want to reduce context-switching between editor and browser","teams prototyping rapid code generation workflows"],"limitations":["Chat history is session-scoped to the VS Code window; closing the extension clears conversation unless manually saved","No built-in conversation persistence or export — conversations are lost on extension reload","Context window limited by OpenAI API tier; large files may be truncated or rejected","No multi-file context aggregation — must manually select and paste multiple files"],"requires":["VS Code 1.50+","OpenAI API key (ChatGPT or GPT-4 access)","Active internet connection","Node.js runtime (bundled with VS Code)"],"input_types":["selected code text","full file content","natural language prompts","file metadata (language, path)"],"output_types":["streamed text responses","markdown-formatted code blocks","syntax-highlighted code suggestions"],"categories":["code-generation-editing","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-jaybarnes-chatgpt-vscode-plugin__cap_1","uri":"capability://code.generation.editing.code.generation.from.natural.language.prompts","name":"code generation from natural language prompts","description":"Accepts natural language descriptions of desired code functionality and generates implementation suggestions using ChatGPT's language model. The extension formats prompts with language hints (detected from active editor or user-specified), sends them to OpenAI's API, and renders generated code blocks with syntax highlighting, allowing developers to insert generated code directly into the editor or copy it manually.","intents":["Generate boilerplate code (functions, classes, API handlers) from a text description","Create test cases or mock data structures based on a specification","Scaffold new files with starter code for a specific framework or language","Translate pseudocode or algorithm descriptions into working implementations"],"best_for":["junior developers learning new languages or frameworks","teams building MVPs quickly and willing to trade code review overhead for speed","developers prototyping algorithms or data structures"],"limitations":["Generated code quality varies; no static analysis or linting before insertion — requires manual review","No awareness of project-specific conventions, style guides, or existing codebase patterns","Cannot access local project files or dependencies to generate contextually-aware imports","Hallucination risk: may generate plausible-looking but non-functional code, especially for obscure libraries","No incremental refinement loop — must re-prompt for variations rather than iterative edits"],"requires":["VS Code 1.50+","OpenAI API key with GPT-3.5-turbo or GPT-4 access","Active internet connection","Sufficient API quota and billing"],"input_types":["natural language description","language/framework hints","optional code context"],"output_types":["code snippets (single or multi-block)","markdown-formatted code blocks","plain text implementations"],"categories":["code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-jaybarnes-chatgpt-vscode-plugin__cap_2","uri":"capability://text.generation.language.code.explanation.and.documentation.generation","name":"code explanation and documentation generation","description":"Analyzes selected code blocks and generates human-readable explanations of their functionality, logic flow, and purpose. The extension sends code to ChatGPT with a system prompt requesting explanation, then renders the response in the chat panel with optional markdown formatting. Can also generate docstrings, comments, or README sections based on code analysis.","intents":["Understand legacy or unfamiliar code without reading line-by-line","Generate docstrings or inline comments for undocumented functions","Create API documentation or README sections from code samples","Explain complex algorithms or data structures to team members"],"best_for":["teams onboarding new developers to legacy codebases","developers maintaining code written by others","technical writers generating documentation from code"],"limitations":["Explanations may be verbose or overly simplified depending on code complexity","No awareness of business logic or domain context — explanations are purely technical","Cannot trace execution flow across multiple files or external dependencies","Generated documentation may contain inaccuracies if code is obfuscated or uses unconventional patterns","No ability to update code comments in-place — generated documentation must be manually integrated"],"requires":["VS Code 1.50+","OpenAI API key","Active internet connection"],"input_types":["selected code text","full file content","language metadata"],"output_types":["markdown-formatted explanations","docstring templates","comment suggestions","plain text summaries"],"categories":["text-generation-language","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-jaybarnes-chatgpt-vscode-plugin__cap_3","uri":"capability://code.generation.editing.code.refactoring.suggestions.with.reasoning","name":"code refactoring suggestions with reasoning","description":"Analyzes code and suggests refactoring improvements (simplification, performance optimization, readability enhancement) with explanations of why each change is beneficial. The extension sends code to ChatGPT with a refactoring-focused prompt, receives suggestions with rationale, and presents them in the chat panel with before/after code comparisons. Developers can manually apply suggestions or use them as guidance.","intents":["Identify code smells and receive specific refactoring recommendations","Optimize performance-critical code paths with AI-suggested improvements","Improve code readability by applying naming and structure suggestions","Learn refactoring best practices by understanding the reasoning behind suggestions"],"best_for":["developers learning refactoring techniques and best practices","code review processes where AI suggestions augment human review","teams improving legacy codebase quality incrementally"],"limitations":["Suggestions are heuristic-based and may not account for project-specific constraints or performance requirements","No automated refactoring application — all changes must be manually reviewed and applied","Cannot verify that refactored code maintains identical behavior without running tests","May suggest refactorings that conflict with team coding standards or architectural patterns","No awareness of performance implications in the actual runtime environment"],"requires":["VS Code 1.50+","OpenAI API key","Active internet connection"],"input_types":["selected code text","full file content","optional refactoring focus area (performance, readability, etc.)"],"output_types":["refactoring suggestions with reasoning","before/after code comparisons","markdown-formatted explanations"],"categories":["code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-jaybarnes-chatgpt-vscode-plugin__cap_4","uri":"capability://code.generation.editing.bug.diagnosis.and.debugging.assistance","name":"bug diagnosis and debugging assistance","description":"Accepts error messages, stack traces, or descriptions of unexpected behavior and uses ChatGPT to diagnose root causes and suggest fixes. The extension formats error context (code snippet, error message, language) and sends it to ChatGPT, receiving diagnostic analysis and remediation steps. Responses include potential causes, debugging strategies, and code fixes presented in the chat panel.","intents":["Understand cryptic error messages and get debugging guidance","Diagnose runtime errors by providing stack traces and code context","Troubleshoot logic errors by describing unexpected behavior","Get suggestions for preventing similar bugs in the future"],"best_for":["junior developers learning debugging techniques","developers working with unfamiliar frameworks or libraries","teams reducing time spent on common debugging tasks"],"limitations":["Diagnosis is based on provided context only; cannot inspect actual runtime state or logs","May suggest incorrect fixes if error context is incomplete or misleading","No access to external dependencies or library documentation — suggestions may reference outdated APIs","Cannot reproduce or verify fixes without manual testing","Hallucination risk: may confidently suggest fixes for issues it doesn't actually understand"],"requires":["VS Code 1.50+","OpenAI API key","Active internet connection"],"input_types":["error messages and stack traces","code snippets showing the problematic code","natural language descriptions of unexpected behavior","language and framework context"],"output_types":["diagnostic analysis and root cause explanations","suggested fixes with code examples","debugging strategies and steps","prevention recommendations"],"categories":["code-generation-editing","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-jaybarnes-chatgpt-vscode-plugin__cap_5","uri":"capability://code.generation.editing.test.case.generation.from.code","name":"test case generation from code","description":"Analyzes code functions or classes and generates unit test cases covering common scenarios, edge cases, and error conditions. The extension sends code to ChatGPT with a test-generation prompt, receives test implementations in the target testing framework, and presents them in the chat panel with syntax highlighting. Developers can copy generated tests into their test files or use them as templates.","intents":["Generate unit tests for existing functions without writing boilerplate","Create edge case and error condition tests based on code analysis","Scaffold test files with starter tests for new code","Improve test coverage by identifying untested code paths"],"best_for":["teams improving test coverage quickly","developers learning testing best practices for a new framework","projects with tight deadlines where test generation accelerates development"],"limitations":["Generated tests may not cover all edge cases or business logic requirements","No awareness of existing test suite — may generate duplicate tests","Cannot verify that generated tests actually pass without manual execution","Test quality depends on code clarity; poorly written code generates poor tests","No integration with test runners — tests must be manually copied and executed","May generate tests that don't match project testing conventions or assertion styles"],"requires":["VS Code 1.50+","OpenAI API key","Active internet connection"],"input_types":["function or class code","testing framework specification (Jest, pytest, unittest, etc.)","optional test coverage goals or scenarios"],"output_types":["test case implementations","test data and fixtures","markdown-formatted test explanations"],"categories":["code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-jaybarnes-chatgpt-vscode-plugin__cap_6","uri":"capability://text.generation.language.multi.turn.conversational.code.assistance","name":"multi-turn conversational code assistance","description":"Maintains conversation history within a single chat session, allowing developers to ask follow-up questions, request refinements, and build on previous responses without re-providing context. The extension manages conversation state (messages, responses, context) and sends the full conversation history to ChatGPT's API with each request, enabling contextual understanding of refinement requests like 'make it faster' or 'add error handling'.","intents":["Iteratively refine generated code through multiple follow-up requests","Ask clarifying questions about suggestions without restating the original problem","Build complex solutions incrementally through conversation","Explore multiple approaches to the same problem through back-and-forth discussion"],"best_for":["developers exploring multiple solutions to a problem","teams using AI as a collaborative coding partner rather than a one-shot tool","complex refactoring or architecture discussions requiring iterative refinement"],"limitations":["Conversation history is session-scoped; closing the extension loses all context","No conversation persistence or export — cannot resume conversations across sessions","Token usage grows with conversation length; long conversations may hit API limits or incur high costs","Context window limitations may cause earlier messages to be forgotten in very long conversations","No ability to branch conversations or explore alternative paths from earlier points"],"requires":["VS Code 1.50+","OpenAI API key with sufficient quota","Active internet connection"],"input_types":["natural language prompts","code snippets","refinement requests","follow-up questions"],"output_types":["conversational responses","refined code suggestions","explanations and reasoning"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-jaybarnes-chatgpt-vscode-plugin__cap_7","uri":"capability://code.generation.editing.language.agnostic.code.assistance","name":"language-agnostic code assistance","description":"Supports code assistance across multiple programming languages (JavaScript, Python, Java, C++, Go, Rust, etc.) by detecting the active editor's language or allowing manual specification. The extension formats prompts with language hints and sends them to ChatGPT, which generates language-appropriate responses with correct syntax and idioms. Syntax highlighting in the chat panel adapts to the detected language.","intents":["Get code generation and refactoring suggestions in any language without switching tools","Learn language-specific idioms and best practices through AI suggestions","Translate code concepts between languages using ChatGPT's multilingual understanding","Work with polyglot projects using a single AI assistant"],"best_for":["developers working across multiple languages or frameworks","teams with polyglot codebases","developers learning new languages and needing language-specific guidance"],"limitations":["Quality of suggestions varies by language; ChatGPT is more accurate for popular languages (Python, JavaScript) than niche ones","No language-specific linting or validation — generated code may violate language conventions","Cannot access language-specific libraries or frameworks for accurate API suggestions","May generate code that doesn't compile or run due to language-specific syntax rules","No awareness of language version differences (Python 2 vs 3, Java 8 vs 17, etc.)"],"requires":["VS Code 1.50+","OpenAI API key","Active internet connection"],"input_types":["code in any language","language specification (auto-detected or manual)","natural language prompts"],"output_types":["language-appropriate code suggestions","syntax-highlighted responses","language-specific explanations"],"categories":["code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"moderate","permissions":["VS Code 1.50+","OpenAI API key (ChatGPT or GPT-4 access)","Active internet connection","Node.js runtime (bundled with VS Code)","OpenAI API key with GPT-3.5-turbo or GPT-4 access","Sufficient API quota and billing","OpenAI API key","OpenAI API key with sufficient quota"],"failure_modes":["Chat history is session-scoped to the VS Code window; closing the extension clears conversation unless manually saved","No built-in conversation persistence or export — conversations are lost on extension reload","Context window limited by OpenAI API tier; large files may be truncated or rejected","No multi-file context aggregation — must manually select and paste multiple files","Generated code quality varies; no static analysis or linting before insertion — requires manual review","No awareness of project-specific conventions, style guides, or existing codebase patterns","Cannot access local project files or dependencies to generate contextually-aware imports","Hallucination risk: may generate plausible-looking but non-functional code, especially for obscure libraries","No incremental refinement loop — must re-prompt for variations rather than iterative edits","Explanations may be verbose or overly simplified depending on code complexity","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.67,"quality":0.26,"ecosystem":0.15000000000000002,"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":"2026-05-03T15:20:35.026Z","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-vscode-plugin","compare_url":"https://unfragile.ai/compare?artifact=chatgpt-vscode-plugin"}},"signature":"xoovDrZouPfDZM43h5Fp1CY+oBon75juH3pzk2S6qBYxddzmy9NZqfXqJYQNMec92Wd0btdL1f3geBXyPjX5AQ==","signedAt":"2026-06-22T18:25:00.748Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/chatgpt-vscode-plugin","artifact":"https://unfragile.ai/chatgpt-vscode-plugin","verify":"https://unfragile.ai/api/v1/verify?slug=chatgpt-vscode-plugin","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"}}