{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"vscode-osfdigital-wingman","slug":"allai-code-ai-coding-assistant-for-salesforce-professionals","name":"AllAi Code - AI-Coding Assistant for Salesforce Professionals","type":"extension","url":"https://marketplace.visualstudio.com/items?itemName=OSFDigital.wingman","page_url":"https://unfragile.ai/allai-code-ai-coding-assistant-for-salesforce-professionals","categories":["code-editors","testing-quality"],"tags":["ai","ai chat","ai code snippets","ai-assisted code completion","ai-powered code completion","apex","artificial intelligence","assistant","b2c","bot","c#","c++","chatbot","code generation","code hinting","code prediction","code suggestion","codegen","code-referencing","codex","commerce cloud","content assist","co-pilot","css","docstring","documentation","documentation generation","find bugs","go","golang","gpt3","gpt3.5","gpt4","intellisense","java","javascript","keybindings","llm","lwc","marketing cloud","model","oms","openai","php","python","refactor","ruby","salesforce","salesforce core","sfcc","sfmc","snippets","test","typescript","unit test generation","unit testing"],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"vscode-osfdigital-wingman__cap_0","uri":"capability://code.generation.editing.context.aware.inline.code.completion.with.multi.variant.generation","name":"context-aware inline code completion with multi-variant generation","description":"Analyzes the current file buffer and cursor position to generate code completions using OpenAI GPT models trained on billions of lines of code. The extension reads the full editor context (current file content and user selection) and sends it to OpenAI's API, returning multiple completion variants that respect Salesforce language syntax (Apex, LWC, SFRA, etc.). Completions appear as inline suggestions within the VS Code editor, integrating with the native IntelliSense UI.","intents":["Auto-complete boilerplate code patterns without typing full implementations","Generate multiple code variants and choose the best fit for the current context","Speed up writing repetitive Salesforce-specific code (Apex classes, LWC components, SFCC controllers)","Reduce context-switching by staying in the editor instead of searching documentation"],"best_for":["Salesforce developers writing Apex, LWC, or SFRA code","Teams standardizing on OpenAI-based completions with data residency requirements","Developers who need Salesforce-optimized completions beyond generic language models"],"limitations":["Project-wide context not supported — completions based only on current file, not multi-file codebase analysis","No offline mode — requires active internet connection to OpenAI API","Completion latency depends on OpenAI API response time (typically 500ms–2s per request)","No configurable model selection — locked to OpenAI's GPT models without option to switch providers","Large files (>10K lines) may cause context truncation, limiting completion accuracy"],"requires":["VS Code 1.50+ (inferred from extension architecture, not explicitly documented)","Active internet connection to OpenAI API","Auth0 authentication credentials (provided by OSF Digital)","OpenAI API access (via OSF Digital's backend, not direct API key management)"],"input_types":["current file buffer (full text)","cursor position (line and column)","user selection (optional highlighted code)","file extension/language identifier"],"output_types":["inline code suggestions (text)","multiple completion variants (ranked by relevance)"],"categories":["code-generation-editing","salesforce-optimization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-osfdigital-wingman__cap_1","uri":"capability://code.generation.editing.natural.language.to.code.generation.with.todo.comment.conversion","name":"natural-language-to-code generation with todo comment conversion","description":"Converts natural language descriptions or TODO comments into executable code by sending the comment text and surrounding code context to OpenAI GPT models. The extension parses TODO comments in the editor, extracts the intent, and generates implementation code that replaces the comment. Supports generating code from scratch via the AI Chat interface by describing desired functionality in plain English.","intents":["Convert TODO comments into working code implementations without manual coding","Generate code from natural language descriptions (e.g., 'create a method that validates email addresses')","Quickly prototype functions or classes by describing behavior in comments","Reduce time spent translating requirements into code syntax"],"best_for":["Salesforce developers using TODO-driven development workflows","Non-expert developers who prefer describing intent over writing syntax","Teams prototyping features rapidly and iterating on generated code"],"limitations":["Generated code may require manual review and testing — no guarantee of correctness or best practices","Complex business logic generation unreliable — works best for simple utility functions and boilerplate","No integration with test runners — generated code not automatically validated","Context limited to current file — cannot generate code that requires multi-file refactoring or cross-module dependencies","Language-specific syntax errors possible if model misinterprets intent or generates invalid Apex/LWC"],"requires":["VS Code 1.50+","Active internet connection to OpenAI API","Auth0 authentication","Code context in editor (surrounding code helps model understand intent)"],"input_types":["TODO comment text (e.g., '// TODO: validate email format')","natural language description via AI Chat","surrounding code context (for semantic understanding)"],"output_types":["generated code (Apex, JavaScript, Python, etc.)","code replacement (TODO comment replaced with implementation)"],"categories":["code-generation-editing","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-osfdigital-wingman__cap_10","uri":"capability://tool.use.integration.vs.code.sidebar.panel.integration.with.persistent.ui.state","name":"vs code sidebar panel integration with persistent ui state","description":"Integrates AllAi Code features into VS Code's sidebar as a dedicated panel, providing persistent access to chat, settings, and feature controls without requiring command palette invocation. The sidebar panel maintains state across editor sessions, allowing users to reference previous chat history or configuration without re-opening dialogs. The panel likely uses VS Code's WebView API to render custom UI (chat interface, settings, etc.) within the sidebar.","intents":["Access AI chat and features from a persistent sidebar panel without context-switching","Maintain chat history and conversation context across editor sessions","Configure AllAi Code settings from a dedicated panel","View feature status and usage metrics in the sidebar"],"best_for":["Developers who prefer persistent UI access over command palette","Teams using AllAi Code frequently and wanting quick access","Users who benefit from visible chat history and conversation context"],"limitations":["Sidebar panel UI implementation details not documented","Chat history persistence scope not specified — unclear if history persists across VS Code restarts","No documented way to customize panel layout or appearance","Sidebar panel may consume screen real estate on smaller monitors","No documented keyboard shortcuts for panel focus or minimization"],"requires":["VS Code 1.50+ (with sidebar support)","VS Code WebView API support (for custom UI rendering)"],"input_types":["user interactions in sidebar panel (chat input, button clicks)","editor context (current file, selection)"],"output_types":["rendered sidebar UI (chat interface, settings, status)","chat messages and responses"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-osfdigital-wingman__cap_2","uri":"capability://text.generation.language.code.explanation.with.plain.english.context.extraction","name":"code explanation with plain-english context extraction","description":"Analyzes selected code blocks or entire functions and generates plain-English explanations of their behavior, purpose, and logic flow. The extension sends the selected code to OpenAI GPT models, which return human-readable explanations covering what the code does, why it's structured that way, and potential edge cases. Explanations appear in a sidebar panel or chat interface, allowing developers to understand unfamiliar code without reading documentation.","intents":["Understand legacy Salesforce code without reading original documentation","Learn how existing Apex classes or LWC components work by reading AI-generated explanations","Onboard new team members by explaining codebase patterns and conventions","Debug code by understanding the intended behavior before identifying issues"],"best_for":["Salesforce developers inheriting legacy codebases","Teams with high developer turnover needing rapid onboarding","Developers learning Salesforce patterns and best practices","Non-native English speakers who benefit from AI-generated explanations"],"limitations":["Explanations may be inaccurate for complex or obfuscated code","No integration with code comments — explanations don't reference existing inline documentation","Context limited to selected code — cannot explain cross-file dependencies or system-wide behavior","Explanations are generic — may not capture business domain context or Salesforce-specific patterns","No ability to explain why code was written a certain way (historical intent) — only what it does"],"requires":["VS Code 1.50+","Active internet connection to OpenAI API","Auth0 authentication","Code selection in editor (can explain full file if entire file is selected)"],"input_types":["selected code block (text)","full file content (if no selection)","file language/type (for syntax-aware explanation)"],"output_types":["plain-English explanation (text)","structured breakdown (intent, logic flow, edge cases)"],"categories":["text-generation-language","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-osfdigital-wingman__cap_3","uri":"capability://text.generation.language.ai.powered.conversational.code.assistant.with.context.awareness","name":"ai-powered conversational code assistant with context awareness","description":"Provides a chat interface within VS Code where developers can ask coding questions, request refactoring suggestions, or troubleshoot issues. The chat maintains awareness of the current file and selected code, allowing developers to reference editor context in natural language (e.g., 'explain this function' or 'refactor this for performance'). The extension sends chat messages and relevant code context to OpenAI GPT models, returning conversational responses that guide problem-solving without requiring manual context copying.","intents":["Ask coding questions and receive conversational guidance without leaving the editor","Request refactoring suggestions for specific code blocks with context awareness","Troubleshoot errors by describing symptoms and letting the AI suggest fixes","Get best-practice recommendations for Salesforce code patterns and conventions"],"best_for":["Salesforce developers who prefer conversational problem-solving over documentation","Teams using pair-programming workflows where AI acts as a virtual pair","Developers learning Salesforce best practices through guided conversation","Debugging workflows where AI helps narrow down root causes"],"limitations":["Chat context limited to current file — cannot reference multi-file dependencies or project-wide patterns","No persistent conversation history — each chat session starts fresh without learning from previous interactions","Suggestions may be generic or not aligned with team coding standards","No integration with version control — cannot suggest diffs or track changes from chat recommendations","Latency per message depends on OpenAI API response time (typically 1–3 seconds)"],"requires":["VS Code 1.50+","Active internet connection to OpenAI API","Auth0 authentication","Chat panel visible in VS Code sidebar"],"input_types":["natural language chat messages (text)","current file context (automatically included)","selected code (optional, can be referenced in chat)"],"output_types":["conversational responses (text)","code suggestions (inline or in chat)","explanations and guidance"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-osfdigital-wingman__cap_4","uri":"capability://code.generation.editing.automated.docstring.and.documentation.generation","name":"automated docstring and documentation generation","description":"Generates docstrings, JSDoc comments, and inline documentation for functions, classes, and methods by analyzing their signatures and implementation. The extension selects a code block (function or class) and sends it to OpenAI GPT models, which return formatted documentation comments (Apex doc comments, JSDoc, etc.) that describe parameters, return types, and behavior. Generated docstrings follow language-specific conventions and can be inserted directly into the editor.","intents":["Generate JSDoc or Apex doc comments for functions without manual typing","Document class methods and properties automatically to improve code readability","Ensure consistent documentation format across the codebase","Reduce time spent writing boilerplate documentation comments"],"best_for":["Salesforce teams enforcing documentation standards","Developers working on public APIs or libraries requiring comprehensive documentation","Teams migrating legacy code to documented versions","Developers who prioritize code readability and maintainability"],"limitations":["Generated documentation may be inaccurate or incomplete for complex functions","No integration with code analysis tools — cannot infer parameter types from static analysis","Documentation quality depends on code clarity — poorly written code generates poor documentation","No ability to generate business-domain documentation — only technical descriptions","Generated comments may not match team style guides or conventions without manual review"],"requires":["VS Code 1.50+","Active internet connection to OpenAI API","Auth0 authentication","Code selection in editor (function or class to document)"],"input_types":["function or class signature (text)","function body (for understanding behavior)","file language/type (for documentation format)"],"output_types":["formatted docstring (JSDoc, Apex doc comment, etc.)","parameter descriptions","return type documentation"],"categories":["code-generation-editing","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-osfdigital-wingman__cap_5","uri":"capability://safety.moderation.data.residency.enforced.code.analysis.with.secure.metadata.handling","name":"data-residency-enforced code analysis with secure metadata handling","description":"Processes code analysis and AI inference while maintaining data residency guarantees — customer code remains within Salesforce infrastructure and is never sent to OpenAI servers. The extension extracts only necessary metadata (code structure, type information, syntax patterns) and sends this abstracted metadata to OpenAI for inference, keeping actual code content secure. This architecture allows AI-powered features (completion, explanation, generation) while adhering to data governance and compliance requirements (GDPR, FedRAMP, etc.).","intents":["Use AI-powered coding features without violating data residency or compliance requirements","Maintain code confidentiality while benefiting from AI assistance","Comply with enterprise security policies that prohibit sending code to external APIs","Ensure customer data and proprietary code never leave Salesforce infrastructure"],"best_for":["Enterprise Salesforce teams with strict data residency requirements","Organizations subject to GDPR, FedRAMP, or other compliance frameworks","Teams handling sensitive customer data or proprietary algorithms","Companies with policies prohibiting code transmission to third-party APIs"],"limitations":["Metadata abstraction may reduce AI inference accuracy — some context is lost when code is abstracted","Implementation details of metadata extraction not publicly documented — trust model relies on OSF Digital's claims","No independent audit or verification of data residency claims — users must trust OSF Digital's architecture","Overhead of metadata extraction and abstraction adds latency to AI operations (estimated 100–300ms per request)","Scope of 'metadata' not precisely defined — unclear exactly what code information is extracted vs. retained"],"requires":["VS Code 1.50+","Auth0 authentication with OSF Digital","Trust in OSF Digital's data handling practices (no independent verification available)","Salesforce org connection (inferred, not explicitly documented)"],"input_types":["code content (analyzed locally, not transmitted)","metadata abstraction (transmitted to OpenAI)"],"output_types":["AI-powered suggestions (completion, explanation, generation)","no raw code transmitted externally"],"categories":["safety-moderation","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-osfdigital-wingman__cap_6","uri":"capability://code.generation.editing.multi.language.code.support.with.salesforce.ecosystem.optimization","name":"multi-language code support with salesforce ecosystem optimization","description":"Supports code completion, generation, and explanation across 15+ programming languages with specialized optimization for Salesforce ecosystem languages (Apex, LWC, SFRA, AMP Script, Marketing Cloud SQL). The extension detects file type from extension and applies language-specific syntax rules, code patterns, and best practices when generating or explaining code. Salesforce languages receive enhanced training data and pattern recognition compared to generic languages.","intents":["Write code in multiple languages (Apex, JavaScript, Python, Java, etc.) with AI assistance","Leverage Salesforce-specific code patterns and conventions in generated code","Maintain consistency across polyglot Salesforce projects (Apex + LWC + SFRA)","Get language-appropriate completions and suggestions for each file type"],"best_for":["Salesforce developers working across multiple languages (Apex, LWC, SFRA, etc.)","Teams building full-stack Salesforce applications with JavaScript, Python, and other languages","Developers switching between Salesforce and non-Salesforce code in the same project","Organizations standardizing on a single AI assistant for polyglot development"],"limitations":["Salesforce languages (Apex, LWC) receive better optimization than generic languages","No custom language support — limited to pre-trained languages","Language detection relies on file extension — may fail for unconventional file naming","Cross-language refactoring not supported — cannot suggest changes across language boundaries","Performance may degrade for less common languages due to smaller training datasets"],"requires":["VS Code 1.50+","Active internet connection to OpenAI API","Auth0 authentication","File extension recognized by VS Code language detection"],"input_types":["code in any supported language","file extension (for language detection)","language-specific syntax context"],"output_types":["language-appropriate code suggestions","syntax-correct completions and generations"],"categories":["code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-osfdigital-wingman__cap_7","uri":"capability://tool.use.integration.openai.gpt.model.integration.with.zero.retention.api.policy","name":"openai gpt model integration with zero-retention api policy","description":"Integrates with OpenAI's GPT models (specific version not documented — likely GPT-3.5 or GPT-4) through a backend service managed by OSF Digital. The extension sends code context and user requests to OpenAI's API, which processes them according to OpenAI's zero-retention policy — requests are not stored for model training or reuse. OSF Digital acts as an intermediary, handling authentication and API key management, so users don't directly manage OpenAI credentials.","intents":["Leverage state-of-the-art GPT models for code generation and analysis without managing API keys","Ensure code is not used for OpenAI model training (via zero-retention policy)","Access GPT capabilities through a Salesforce-optimized interface","Benefit from OpenAI's model improvements without manual updates"],"best_for":["Teams wanting GPT-powered code assistance without direct OpenAI account management","Organizations concerned about code retention in model training","Salesforce developers who prefer managed AI services over self-hosted solutions"],"limitations":["Specific GPT model version not documented — unclear if using GPT-3.5, GPT-4, or a custom fine-tuned variant","No ability to switch models or providers — locked to OpenAI via OSF Digital","API latency depends on OpenAI's service availability and response times","No rate limiting documentation — unclear if there are usage quotas or throttling","Zero-retention policy relies on OpenAI's compliance — users must trust both OpenAI and OSF Digital"],"requires":["VS Code 1.50+","Active internet connection to OpenAI API (via OSF Digital backend)","Auth0 authentication with OSF Digital","OpenAI API access (managed by OSF Digital, not user-managed)"],"input_types":["code context (sent to OpenAI)","user requests (completion, explanation, generation)"],"output_types":["GPT-generated code suggestions","explanations and guidance"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-osfdigital-wingman__cap_8","uri":"capability://safety.moderation.auth0.based.authentication.with.secure.credential.management","name":"auth0-based authentication with secure credential management","description":"Uses Auth0 as the identity provider for user authentication and session management. Users log in via Auth0 (likely OAuth 2.0 flow), which issues tokens that the extension uses to authenticate requests to OSF Digital's backend. Auth0 handles credential storage and security, eliminating the need for users to manage API keys or passwords directly within the extension.","intents":["Securely authenticate with AllAi Code without managing API keys","Use industry-standard OAuth 2.0 authentication for enterprise compliance","Enable single sign-on (SSO) if Auth0 is configured for team-wide access","Maintain secure session management across VS Code sessions"],"best_for":["Enterprise teams requiring OAuth 2.0 authentication","Organizations using Auth0 for centralized identity management","Teams wanting to avoid API key management overhead"],"limitations":["Auth0 configuration details not documented — unclear if SSO or multi-tenant setup is supported","Token refresh mechanism not specified — unclear how long sessions persist","No offline authentication — requires internet connectivity for Auth0 verification","Auth0 outages would block access to AllAi Code features","No documented way to revoke tokens or manage multiple devices"],"requires":["VS Code 1.50+","Active internet connection for Auth0 authentication","Auth0 account (provided by OSF Digital or configured separately)","Browser for OAuth 2.0 redirect flow (likely)"],"input_types":["user credentials (username/password or SSO)","Auth0 authentication response"],"output_types":["authentication token (JWT or similar)","session management"],"categories":["safety-moderation","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-osfdigital-wingman__cap_9","uri":"capability://automation.workflow.freemium.pricing.model.with.usage.based.feature.access","name":"freemium pricing model with usage-based feature access","description":"Offers a freemium pricing structure where basic features (code completion, explanation, chat) are available for free, with premium features or higher usage tiers available for paid subscribers. The extension enforces usage limits or feature restrictions based on subscription tier, with authentication tracking usage per user. Specific pricing tiers and feature breakdowns are not documented in the marketplace listing.","intents":["Try AllAi Code features for free before committing to a paid subscription","Access premium features (if any) by upgrading to a paid tier","Manage team licensing through subscription tiers","Scale usage from individual developers to enterprise teams"],"best_for":["Individual developers evaluating AllAi Code before purchase","Small teams wanting to start free and upgrade as usage grows","Enterprises managing per-user or per-team licensing"],"limitations":["Specific pricing tiers and feature breakdowns not documented","Free tier usage limits not specified — unclear if there are daily/monthly quotas","No transparent pricing page in marketplace listing — users must visit external website","Upgrade path and billing management not documented","No clear distinction between free and premium features"],"requires":["VS Code 1.50+","Auth0 authentication (to track usage and enforce tier limits)","Active internet connection (to verify subscription status)"],"input_types":["user subscription tier (from Auth0 backend)","usage metrics (tracked per user)"],"output_types":["feature access control (based on tier)","usage limits enforcement"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":42,"verified":false,"data_access_risk":"high","permissions":["VS Code 1.50+ (inferred from extension architecture, not explicitly documented)","Active internet connection to OpenAI API","Auth0 authentication credentials (provided by OSF Digital)","OpenAI API access (via OSF Digital's backend, not direct API key management)","VS Code 1.50+","Auth0 authentication","Code context in editor (surrounding code helps model understand intent)","VS Code 1.50+ (with sidebar support)","VS Code WebView API support (for custom UI rendering)","Code selection in editor (can explain full file if entire file is selected)"],"failure_modes":["Project-wide context not supported — completions based only on current file, not multi-file codebase analysis","No offline mode — requires active internet connection to OpenAI API","Completion latency depends on OpenAI API response time (typically 500ms–2s per request)","No configurable model selection — locked to OpenAI's GPT models without option to switch providers","Large files (>10K lines) may cause context truncation, limiting completion accuracy","Generated code may require manual review and testing — no guarantee of correctness or best practices","Complex business logic generation unreliable — works best for simple utility functions and boilerplate","No integration with test runners — generated code not automatically validated","Context limited to current file — cannot generate code that requires multi-file refactoring or cross-module dependencies","Language-specific syntax errors possible if model misinterprets intent or generates invalid Apex/LWC","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36,"quality":0.47,"ecosystem":0.45,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:34.803Z","last_scraped_at":"2026-05-03T15:20:31.090Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=allai-code-ai-coding-assistant-for-salesforce-professionals","compare_url":"https://unfragile.ai/compare?artifact=allai-code-ai-coding-assistant-for-salesforce-professionals"}},"signature":"g9jVHMC61G8ywmqxufi3xwHR748RUQi2gInAMgW0EUazmJliD7+bU1WCCcsecjoUq5Zdj0p0bHF2FzLzcELmBw==","signedAt":"2026-06-21T22:14:40.610Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/allai-code-ai-coding-assistant-for-salesforce-professionals","artifact":"https://unfragile.ai/allai-code-ai-coding-assistant-for-salesforce-professionals","verify":"https://unfragile.ai/api/v1/verify?slug=allai-code-ai-coding-assistant-for-salesforce-professionals","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"}}