{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"vscode-mistralai-mistral-code","slug":"mistral-code-enterprise","name":"Mistral Code Enterprise","type":"extension","url":"https://marketplace.visualstudio.com/items?itemName=mistralai.mistral-code","page_url":"https://unfragile.ai/mistral-code-enterprise","categories":["code-editors"],"tags":["__ext_prompt","ai","chatgpt","claude","codegpt","codestral","copilot","devstral","github","json","jsonc","keybindings","llama","mistral","Prompt Language","promptLanguage","sonnet"],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"vscode-mistralai-mistral-code__cap_0","uri":"capability://code.generation.editing.low.latency.inline.code.autocomplete.with.codestral","name":"low-latency inline code autocomplete with codestral","description":"Provides real-time code suggestions during typing using Mistral's Codestral model, optimized for sub-100ms latency completion inference. The extension integrates with VS Code's IntelliSense API to inject completions into the editor's native suggestion widget, enabling seamless single-keystroke acceptance. Codestral is specifically tuned for low-latency inference on modern hardware, trading some reasoning depth for response speed in autocomplete scenarios.","intents":["I want AI-powered code suggestions to appear as I type without interrupting my workflow","I need fast completions that don't add noticeable latency to my editor experience","I want to accept suggestions with Tab or Enter without context switching"],"best_for":["individual developers using VS Code who prioritize typing speed and flow","teams with enterprise Mistral licenses seeking local-first or low-latency completions"],"limitations":["Enterprise license required — not available on free tier despite marketplace listing as 'Free'","Autocomplete latency depends on network round-trip to Mistral API (cloud-hosted inference assumed)","No documented offline mode or local model fallback","Specific trigger conditions (keystroke delay, context window size) not documented"],"requires":["VS Code 1.80+ (estimated minimum, not officially documented)","Active internet connection to Mistral API","Enterprise license from Mistral AI","API key configuration (mechanism unknown)"],"input_types":["source code (current file context)","programming language (inferred from file extension)"],"output_types":["code completion suggestions (single or multiple variants)","inline editor suggestions (VS Code IntelliSense format)"],"categories":["code-generation-editing","editor-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-mistralai-mistral-code__cap_1","uri":"capability://code.generation.editing.conversational.code.chat.with.bidirectional.editor.sync","name":"conversational code chat with bidirectional editor sync","description":"Provides a sidebar chat interface for multi-turn conversations about code, with the ability to send code from the editor to the chat and receive generated code back into the active file. The chat maintains conversation history within a session and can reference the current file context implicitly. Implementation uses a Continue-derived architecture (extension is a fork of Continue) with a chat panel component that communicates with Mistral's backend models via API.","intents":["I want to ask questions about my code and get explanations in a conversational format","I need to generate code snippets from natural language descriptions and insert them into my editor","I want to iterate on code generation through multi-turn dialogue without manual copy-paste"],"best_for":["developers who prefer conversational interaction over command-based code generation","teams building complex features that require iterative refinement through dialogue"],"limitations":["Chat model identity not documented — unclear if same as autocomplete (Codestral) or different model","Conversation history scope unknown — may be session-only with no persistence across restarts","Context injection mechanism unclear — may not support multi-file or project-wide context","No documented support for code execution or REPL-style interaction","Enterprise license required"],"requires":["VS Code 1.80+ (estimated)","Active internet connection","Enterprise Mistral license","API key configuration"],"input_types":["natural language prompts","source code (from editor selection or full file)","conversation history (implicit session state)"],"output_types":["natural language responses","generated code (insertable into editor)","code explanations and analysis"],"categories":["code-generation-editing","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-mistralai-mistral-code__cap_2","uri":"capability://code.generation.editing.prompt.driven.in.file.code.generation.and.modification","name":"prompt-driven in-file code generation and modification","description":"Enables users to select code or place cursor in a file, then issue a natural language prompt to generate or modify code in-place. The 'Edit' mode interprets prompts like 'refactor this function to use async/await' or 'add error handling' and applies changes directly to the active file. Implementation likely uses a code-aware LLM with diff-based patching to preserve surrounding context and maintain code structure integrity.","intents":["I want to refactor code by describing the desired change in natural language","I need to add features or fix bugs by prompting the AI to modify specific code sections","I want to apply consistent transformations across multiple code blocks without manual editing"],"best_for":["developers performing iterative code improvements and refactoring","teams standardizing code patterns across a codebase"],"limitations":["Edit model identity not documented","Scope of edits unclear — appears to be single-file only, no multi-file refactoring documented","No rollback or undo integration documented beyond VS Code's native undo","Diff-based patching strategy not confirmed — may fail on complex structural changes","No syntax validation or compilation check before applying edits","Enterprise license required"],"requires":["VS Code 1.80+","Active internet connection","Enterprise Mistral license","Source code file open in editor"],"input_types":["natural language prompt","source code selection (or full file if no selection)","file context (language, existing code structure)"],"output_types":["modified source code (in-place replacement)","diff representation (implicit in editor changes)"],"categories":["code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-mistralai-mistral-code__cap_3","uri":"capability://code.generation.editing.templated.quick.action.code.generation","name":"templated quick-action code generation","description":"Provides context menu or command palette shortcuts to generate boilerplate code for common tasks: documentation/docstrings, commit messages, and other templates. Quick Actions are pre-configured prompts that inject current file context and generate output without requiring manual prompt engineering. Implementation uses a registry of prompt templates that map to specific code generation tasks, triggered via VS Code command palette or context menu.","intents":["I want to generate docstrings for my functions without writing them manually","I need to write descriptive commit messages based on my code changes","I want to generate documentation or README sections from my code"],"best_for":["developers who want to automate repetitive documentation tasks","teams enforcing documentation standards via templated generation"],"limitations":["Specific Quick Actions available not documented — only 'documentation', 'docstrings', 'commit messages' mentioned","Template customization not documented — unclear if users can define custom Quick Actions","Context injection scope unclear — may be limited to current file or function","No integration with git history for commit message context","Enterprise license required"],"requires":["VS Code 1.80+","Active internet connection","Enterprise Mistral license","Source code file open in editor"],"input_types":["source code (current file or selection)","implicit template selection (via command palette or context menu)"],"output_types":["generated docstrings (insertable into code)","generated commit messages (copyable to clipboard)","generated documentation (text output)"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-mistralai-mistral-code__cap_4","uri":"capability://memory.knowledge.multi.source.context.injection.for.code.understanding","name":"multi-source context injection for code understanding","description":"Automatically injects context from multiple sources 'within and outside the IDE' to improve code generation and chat accuracy. The extension accesses current file content, project structure, and potentially git history or external documentation to provide richer context to the Mistral models. Specific context sources are not documented, but the architecture likely includes file system traversal, git integration, and possibly environment variable access.","intents":["I want the AI to understand my full project structure when generating code","I need the AI to reference related files and dependencies when suggesting changes","I want context from git history or project documentation to inform code generation"],"best_for":["developers working on large codebases where single-file context is insufficient","teams with complex project structures requiring cross-file understanding"],"limitations":["Specific context sources not documented — 'within and outside the IDE' is vague","Context window size and selection strategy unknown — may truncate large projects","No documented control over which files are included in context","Git integration scope unclear — may not access full history or branches","External data source integration not documented","Privacy implications of context transmission to Mistral API not addressed","Enterprise license required"],"requires":["VS Code 1.80+","Project folder open in VS Code workspace","Active internet connection","Enterprise Mistral license"],"input_types":["current file content","project file structure (inferred from workspace)","git metadata (if applicable)","external documentation or configuration files"],"output_types":["enriched context vectors (implicit, sent to Mistral API)","improved code generation quality (observable in output)"],"categories":["memory-knowledge","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-mistralai-mistral-code__cap_5","uri":"capability://safety.moderation.enterprise.license.gated.access.with.api.key.authentication","name":"enterprise license-gated access with api key authentication","description":"Restricts extension functionality to users with active Mistral enterprise licenses, enforced via API key authentication to Mistral's backend services. The extension validates credentials on startup and potentially on each API call, preventing unauthorized access to Codestral and other Mistral models. Authentication mechanism and API endpoint configuration are not documented, but likely follow OAuth 2.0 or API key bearer token patterns common in enterprise SaaS.","intents":["I need to ensure only authorized team members can use this AI coding tool","I want to enforce usage limits and billing controls via enterprise licensing","I need to audit which developers are using the AI copilot"],"best_for":["enterprise teams with centralized software procurement and license management","organizations requiring audit trails and usage controls for AI tools"],"limitations":["Authentication mechanism not documented — API key configuration process unknown","License validation frequency not specified — may require online check on each session","No documented support for offline mode or cached credentials","License sharing or seat management not documented","Billing integration and usage tracking not documented","No free tier available despite marketplace listing as 'Free' (contradictory)"],"requires":["Active Mistral enterprise license","API key from Mistral (provisioning process unknown)","Active internet connection for license validation","VS Code 1.80+"],"input_types":["API key (provided during setup)","license metadata (retrieved from Mistral backend)"],"output_types":["authentication token (implicit, used for API calls)","license status (implicit, enables/disables features)"],"categories":["safety-moderation","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-mistralai-mistral-code__cap_6","uri":"capability://tool.use.integration.vs.code.extension.architecture.with.continue.framework.inheritance","name":"vs code extension architecture with continue framework inheritance","description":"Built as a VS Code extension that forks and extends the open-source Continue framework, inheriting its architecture for LLM integration, chat UI, and code generation pipelines. The extension leverages Continue's modular design for model abstraction, context management, and editor integration, reducing development effort while maintaining compatibility with VS Code's extension API. This architecture enables rapid iteration on Mistral-specific optimizations (like Codestral integration) without reimplementing core IDE integration logic.","intents":["I want to use a code copilot that's deeply integrated with VS Code's native features","I need a stable, well-architected extension that won't conflict with other VS Code tools","I want to leverage Continue's ecosystem while using Mistral's optimized models"],"best_for":["VS Code users who prefer extensions over standalone tools","teams already familiar with Continue framework patterns"],"limitations":["Dependency on Continue framework may introduce compatibility issues with Continue itself if both are installed","No documented support for other editors (JetBrains, Vim, Emacs) — VS Code only","Extension API limitations may constrain access to certain VS Code features (e.g., terminal integration)","Performance overhead of extension architecture vs. native IDE plugins","No documented support for custom model providers beyond Mistral"],"requires":["VS Code 1.80+ (estimated minimum)","Node.js runtime (bundled with VS Code)","Continue framework compatibility (inherited, not explicitly versioned)"],"input_types":["VS Code extension API calls","editor state (document content, cursor position, selection)"],"output_types":["VS Code UI components (sidebar, inline suggestions, context menu)","editor modifications (text insertions, replacements)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":38,"verified":false,"data_access_risk":"high","permissions":["VS Code 1.80+ (estimated minimum, not officially documented)","Active internet connection to Mistral API","Enterprise license from Mistral AI","API key configuration (mechanism unknown)","VS Code 1.80+ (estimated)","Active internet connection","Enterprise Mistral license","API key configuration","VS Code 1.80+","Source code file open in editor"],"failure_modes":["Enterprise license required — not available on free tier despite marketplace listing as 'Free'","Autocomplete latency depends on network round-trip to Mistral API (cloud-hosted inference assumed)","No documented offline mode or local model fallback","Specific trigger conditions (keystroke delay, context window size) not documented","Chat model identity not documented — unclear if same as autocomplete (Codestral) or different model","Conversation history scope unknown — may be session-only with no persistence across restarts","Context injection mechanism unclear — may not support multi-file or project-wide context","No documented support for code execution or REPL-style interaction","Enterprise license required","Edit model identity not documented","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.48,"quality":0.24,"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":"2026-05-03T15:20:40.998Z","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=mistral-code-enterprise","compare_url":"https://unfragile.ai/compare?artifact=mistral-code-enterprise"}},"signature":"tx9mYGJmJ+TQi06pUGsaddPPgAEoF4VMjgydr8WWjRNqLrTLsEWui70eqJ+rp/iV+OdZHErMJLwi3PNmZ9U7BQ==","signedAt":"2026-06-20T06:18:50.566Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/mistral-code-enterprise","artifact":"https://unfragile.ai/mistral-code-enterprise","verify":"https://unfragile.ai/api/v1/verify?slug=mistral-code-enterprise","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"}}