{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"vscode-spellbox-spellbox","slug":"spellbox-code-problem-solving-assistant","name":"Spellbox: Code & problem solving assistant","type":"extension","url":"https://marketplace.visualstudio.com/items?itemName=Spellbox.spellbox","page_url":"https://unfragile.ai/spellbox-code-problem-solving-assistant","categories":["code-editors"],"tags":["keybindings"],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"vscode-spellbox-spellbox__cap_0","uri":"capability://code.generation.editing.natural.language.to.code.generation.with.editor.context","name":"natural-language-to-code generation with editor context","description":"Converts natural language prompts into executable code by capturing the current file context and selected text within VS Code, then sending the prompt to a cloud-based LLM API. The extension integrates via right-click context menu and command palette, automatically injecting the user's code context into the prompt before submission. Responses are inserted directly into the editor at the cursor position or replace selected text.","intents":["I want to write a function but don't know the exact syntax — I'll describe what I need and let AI generate it","I need to quickly scaffold boilerplate code for a common pattern without typing it manually","I'm stuck on a specific coding problem and want AI to generate a solution from my description"],"best_for":["solo developers building features quickly without context-switching to documentation","junior developers learning syntax and patterns by seeing AI-generated examples","teams prototyping features rapidly where code quality is secondary to speed"],"limitations":["No multi-file context awareness — only current file and selection are sent to the API, limiting understanding of project architecture","Unknown context window size — may truncate large files, losing important context for generation","No configurable model parameters (temperature, max tokens) — one-size-fits-all generation quality","Cloud-dependent with latency — every generation requires network round-trip to spellbox.app API","No offline mode or local model fallback"],"requires":["VS Code installed (minimum version unknown)","Active SpellBox license key (freemium tier availability unknown)","Internet connectivity to reach spellbox.app API endpoints","Supported language: JavaScript, TypeScript, Python, Java, C++, C#, Go, Rust, Ruby, PHP, Swift, HTML, CSS, MATLAB, Excel"],"input_types":["natural language prompt (text)","current file context (code)","selected text (code)"],"output_types":["generated code (inserted into editor)","code snippet (text)"],"categories":["code-generation-editing","editor-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-spellbox-spellbox__cap_1","uri":"capability://code.generation.editing.code.explanation.and.documentation.generation","name":"code explanation and documentation generation","description":"Analyzes selected code or entire files and generates human-readable explanations by sending the code to a cloud LLM API. The extension captures the selected code block (or current file if no selection), submits it with an implicit 'explain this code' prompt, and returns a natural language explanation that can be inserted as comments or displayed in a panel. Supports 15 programming languages with language-specific explanation patterns.","intents":["I inherited legacy code and need to understand what this function does before modifying it","I want to add documentation comments to my code but don't want to write them manually","I'm reviewing a colleague's code and need a quick summary of its logic"],"best_for":["teams onboarding new developers to unfamiliar codebases","solo developers maintaining legacy code with minimal documentation","code reviewers needing quick summaries of complex logic"],"limitations":["Explanation quality depends on LLM capability — may produce inaccurate or overly verbose explanations for complex algorithms","No language-specific explanation templates — generic explanations may miss domain-specific patterns","Cannot explain code across multiple files — only single-file or selection-based analysis","No control over explanation depth or format (e.g., docstring vs inline comments)"],"requires":["VS Code installed","Active SpellBox license","Internet connectivity","Code in a supported language"],"input_types":["selected code (text)","entire file (code)"],"output_types":["natural language explanation (text)","documentation comment (text)"],"categories":["code-generation-editing","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-spellbox-spellbox__cap_10","uri":"capability://safety.moderation.local.credential.storage.with.unknown.encryption","name":"local credential storage with unknown encryption","description":"Stores license keys and email addresses locally in VS Code extension storage after authentication via the 'SpellBox Add License' command. The extension persists credentials to enable automatic re-authentication on subsequent launches without requiring users to re-enter license information. Encryption method and storage location are not documented, creating potential security concerns.","intents":["I want to authenticate once and stay logged in — SpellBox stores my credentials locally","I'm switching between VS Code windows — my license persists across sessions","I need to manage multiple licenses — store different license keys for different projects"],"best_for":["individual developers using SpellBox on a single machine","teams with dedicated development machines where credential sharing is acceptable","users prioritizing convenience over security"],"limitations":["Encryption method is unknown — credentials may be stored in plaintext or with weak encryption","Storage location is not documented — unclear if credentials are accessible to other extensions or processes","No credential rotation or expiration documented — old credentials may persist indefinitely","No multi-device credential sync — each machine requires separate authentication","No documented credential revocation — cannot remotely invalidate compromised licenses","Shared machines are a security risk — other users with access to the machine can access stored credentials"],"requires":["VS Code installed","Valid SpellBox license key","Email address associated with license"],"input_types":["license key (text)","email address (text)"],"output_types":["stored credentials (internal)"],"categories":["safety-moderation","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-spellbox-spellbox__cap_11","uri":"capability://tool.use.integration.community.feedback.and.feature.request.collection.via.canny","name":"community feedback and feature request collection via canny","description":"Integrates with Canny (https://spellbox.canny.io/) to collect user feedback, feature requests, and bug reports. Users can submit ideas, vote on existing requests, and track feature status through the Canny portal. This allows the SpellBox team to prioritize development based on community input and provides transparency into the product roadmap.","intents":["I have a feature idea for SpellBox — submit it on Canny and see if others vote for it","I want to track the status of a requested feature — check Canny to see if it's planned or in progress","I found a bug in SpellBox — report it on Canny so the team can prioritize fixes"],"best_for":["engaged users who want to influence product direction","teams evaluating SpellBox and wanting to see the roadmap","users wanting to report bugs or request features without contacting support"],"limitations":["Canny integration is external — feature requests may not be prioritized based on community votes","No SLA for feature implementation — no timeline for when requested features will be delivered","Roadmap visibility is limited — only features submitted to Canny are visible; internal priorities are unknown","No integration with VS Code — users must visit external portal to submit feedback"],"requires":["Internet connectivity","Canny account (free to create)","Access to https://spellbox.canny.io/"],"input_types":["feature request (text)","bug report (text)","vote (interaction)"],"output_types":["feedback submission (action)","roadmap visibility (information)"],"categories":["tool-use-integration","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-spellbox-spellbox__cap_12","uri":"capability://memory.knowledge.standalone.desktop.application.with.extended.features","name":"standalone desktop application with extended features","description":"Offers a complementary standalone desktop application (macOS and Windows) alongside the VS Code extension, providing additional features not available in the extension. The desktop app includes code history and bookmarking capabilities, suggesting a richer feature set for users who want to work outside the editor. The relationship between the extension and desktop app is unclear — unclear if they share the same license or if separate subscriptions are required.","intents":["I want to use SpellBox outside of VS Code — download the standalone desktop app","I need to track my code generation history — use the desktop app's code history feature","I want to bookmark frequently-used code snippets — use the desktop app's bookmarking feature"],"best_for":["developers who work across multiple editors or IDEs","teams wanting a centralized code snippet management tool","users who want to review their code generation history"],"limitations":["Desktop app features are not documented in the marketplace listing — unclear what 'code history' and 'bookmarking' entail","Relationship between extension and desktop app is unclear — unclear if they share the same license or data","No documented sync between extension and desktop app — unclear if generated code is automatically synced","Desktop app availability is vague — 'macOS and Windows' mentioned but no download links or version information provided","No mention of Linux support — desktop app may not be available on Linux"],"requires":["macOS or Windows operating system","SpellBox license (unclear if separate from extension license)","Internet connectivity"],"input_types":["code snippets (code)","prompts (text)"],"output_types":["code history (structured data)","bookmarked snippets (code)"],"categories":["memory-knowledge","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-spellbox-spellbox__cap_2","uri":"capability://planning.reasoning.problem.solving.assistance.with.code.context","name":"problem-solving assistance with code context","description":"Provides interactive problem-solving by accepting natural language descriptions of programming challenges and generating solutions or debugging suggestions based on the current file context. The extension captures the user's problem statement (via command palette or context menu), combines it with surrounding code context, and returns targeted solutions. Scope of 'problem-solving' is undefined but likely includes debugging, algorithm selection, and architectural guidance.","intents":["My code is throwing an error and I don't know why — describe the error and let AI suggest fixes","I need to optimize this function but don't know the best approach — ask AI for algorithmic suggestions","I'm stuck on a design decision — describe the problem and get AI recommendations"],"best_for":["junior developers debugging issues without deep language expertise","solo developers needing a second opinion on architectural decisions","teams working on unfamiliar technology stacks"],"limitations":["Scope of 'problem-solving' is vague — unclear what types of problems are supported (debugging, design, performance, security)","No access to runtime information (stack traces, variable values) — suggestions based only on static code analysis","No multi-file context — cannot trace issues across module boundaries","No integration with VS Code's debugger or error reporting — manual context copying required","Quality depends entirely on problem description clarity — vague descriptions produce vague solutions"],"requires":["VS Code installed","Active SpellBox license","Internet connectivity","Clear problem description from user"],"input_types":["natural language problem description (text)","code context (code)","error messages (text)"],"output_types":["solution suggestions (text)","debugging guidance (text)","code fixes (code)"],"categories":["planning-reasoning","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-spellbox-spellbox__cap_3","uri":"capability://tool.use.integration.license.based.access.control.with.cloud.authentication","name":"license-based access control with cloud authentication","description":"Implements a freemium licensing model where users authenticate via license key and email address through the 'SpellBox Add License' command. License validation occurs against a cloud backend (https://spellbox.app/licenses-manager), with credentials stored locally in VS Code extension storage (encryption method unknown). Free tier availability and feature restrictions are not documented.","intents":["I want to try SpellBox before committing to a paid plan — use the free tier","I've purchased a license — authenticate with my license key to unlock all features","I need to manage my license across multiple machines — access the license manager portal"],"best_for":["individual developers evaluating AI coding tools with low commitment","teams managing per-developer licensing across multiple VS Code installations","organizations with procurement processes requiring license key management"],"limitations":["Free tier features and limitations are undocumented — unclear what functionality is available without payment","License key storage encryption is unknown — potential security risk if credentials are stored in plaintext","No documented license sharing or team management features — each developer may require individual license","License validation requires cloud connectivity — offline development not supported","No local license caching documented — network outage could block access to paid features"],"requires":["VS Code installed","Internet connectivity for license validation","Valid SpellBox license key (for paid features)","Email address associated with license account"],"input_types":["license key (text)","email address (text)"],"output_types":["authentication token (internal)","feature access (boolean)"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-spellbox-spellbox__cap_4","uri":"capability://code.generation.editing.multi.language.code.generation.with.language.specific.patterns","name":"multi-language code generation with language-specific patterns","description":"Supports code generation and explanation across 15 programming languages (JavaScript, TypeScript, Python, Java, C++, C#, Go, Rust, Ruby, PHP, Swift, HTML, CSS, MATLAB, Excel) by detecting the current file's language via VS Code's language mode and adapting prompts and output formatting accordingly. Language detection is automatic; no manual language selection is required. The extension indicates 'More coming soon' for additional language support.","intents":["I'm working in Python but need to generate code — SpellBox should understand Python syntax and idioms","I'm switching between TypeScript and Go in the same project — each generation should respect the target language","I need to generate HTML/CSS for a web component — the AI should produce web-standard code"],"best_for":["polyglot developers working across multiple languages in the same project","teams using diverse tech stacks (backend + frontend + data science)","developers learning new languages who benefit from language-specific code examples"],"limitations":["Language detection relies on VS Code's language mode — may fail for ambiguous file types or custom extensions","No documented language-specific templates or patterns — generation quality may vary by language","Excel support is unusual and likely limited — unclear what Excel-specific code generation means (formulas, VBA, etc.)","MATLAB support may be niche — fewer training examples in LLM for specialized languages","Roadmap for additional languages is vague — no timeline or priority list published"],"requires":["VS Code installed with language support for target language","File saved with appropriate extension or language mode set manually","Active SpellBox license"],"input_types":["natural language prompt (text)","code context in any of 15 supported languages (code)"],"output_types":["generated code in target language (code)","language-specific explanations (text)"],"categories":["code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-spellbox-spellbox__cap_5","uri":"capability://tool.use.integration.right.click.context.menu.integration.for.quick.access","name":"right-click context menu integration for quick access","description":"Integrates SpellBox actions into VS Code's native right-click context menu, allowing developers to invoke code generation, explanation, and problem-solving without opening the command palette. The context menu appears on right-click in the editor and provides quick access to 'Write code' and 'Explain code' actions. This integration follows VS Code's standard extension context menu API and respects the current selection (selected text is passed as context).","intents":["I want to generate code without typing a command — right-click and select 'Write code'","I need to explain a function I just selected — right-click and choose 'Explain code'","I prefer mouse-based workflows over keyboard shortcuts — use the context menu instead of command palette"],"best_for":["developers preferring mouse-based UI interactions over keyboard shortcuts","teams with mixed technical backgrounds where discoverability is important","users new to VS Code who may not know command palette shortcuts"],"limitations":["Context menu adds UI clutter — may slow down right-click workflows with many extensions","No customization of context menu items — cannot hide or reorder actions","Right-click only works in editor — not available in file explorer or other VS Code panels","No keyboard shortcut alternative documented for context menu actions — must use command palette or toolbar"],"requires":["VS Code installed","SpellBox extension installed and activated","Active license for paid features"],"input_types":["selected text (code)","cursor position (implicit)"],"output_types":["context menu UI (UI element)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-spellbox-spellbox__cap_6","uri":"capability://tool.use.integration.command.palette.integration.with.searchable.actions","name":"command palette integration with searchable actions","description":"Integrates SpellBox actions into VS Code's command palette (Ctrl/Cmd+Shift+P), allowing developers to search for and invoke SpellBox commands by name. Commands are registered with the VS Code extension API and appear in the command palette with 'SpellBox' prefix. This enables keyboard-driven workflows without requiring right-click or toolbar interaction.","intents":["I prefer keyboard shortcuts — search for 'SpellBox' in the command palette to find actions","I want to automate SpellBox invocation in my workflow — bind command palette commands to custom keybindings","I'm using VS Code's command palette for other tasks — keep SpellBox commands in the same interface"],"best_for":["power users and developers comfortable with keyboard-driven workflows","teams with custom keybinding configurations","developers using VS Code's built-in automation and task systems"],"limitations":["Command names are not documented — unclear what exact command strings are registered","No custom keybinding defaults documented — users must manually configure keybindings if desired","Command palette search requires typing 'SpellBox' prefix — less discoverable than toolbar buttons","No command parameters documented — unclear if commands accept arguments or are simple toggles"],"requires":["VS Code installed","SpellBox extension installed","Knowledge of command palette shortcut (Ctrl/Cmd+Shift+P)"],"input_types":["command name (text)","selected text (code, optional)"],"output_types":["command execution (action)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-spellbox-spellbox__cap_7","uri":"capability://tool.use.integration.toolbar.icon.actions.for.visual.discoverability","name":"toolbar icon actions for visual discoverability","description":"Provides dedicated toolbar icons in the VS Code editor for quick access to SpellBox actions: a caret icon for 'Write code' and a light bulb icon for 'Explain code'. These icons appear in the editor's action bar (typically top-right) and serve as visual shortcuts to the most common actions. Clicking an icon invokes the action with the current selection or cursor position as context.","intents":["I want a visual reminder that SpellBox is available — see the toolbar icons while editing","I prefer clicking icons over typing commands — use the caret or light bulb icon","I'm new to SpellBox — discover actions through visible UI elements rather than menus"],"best_for":["visual learners who prefer UI buttons over keyboard shortcuts","teams onboarding new developers who benefit from visible action buttons","users with accessibility needs who prefer mouse-based interaction"],"limitations":["Toolbar icons add visual clutter — may reduce screen real estate for code","Only two actions are exposed (Write code, Explain code) — problem-solving and other actions require command palette","Icon placement is fixed — no customization of toolbar layout","Icons may not be visible if editor is narrow — responsive behavior unknown"],"requires":["VS Code installed","SpellBox extension installed and activated","Editor window with sufficient width to display toolbar"],"input_types":["icon click (UI interaction)","selected text (code, optional)"],"output_types":["action invocation (action)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-spellbox-spellbox__cap_8","uri":"capability://tool.use.integration.freemium.licensing.model.with.trial.access","name":"freemium licensing model with trial access","description":"Implements a freemium business model where users can access SpellBox features without payment (free tier) and upgrade to a paid plan for additional capabilities or higher usage limits. Free tier features and limitations are not publicly documented, but the model allows trial usage before commitment. Paid plans require license key authentication through the license manager portal.","intents":["I want to try SpellBox before paying — use the free tier to test features","I'm satisfied with SpellBox and want to unlock all features — purchase a license","I need to manage my team's licenses — use the license manager portal"],"best_for":["individual developers evaluating AI coding tools with low risk","teams with flexible budgets who can trial tools before purchasing","organizations preferring freemium models over subscription-only tools"],"limitations":["Free tier features are undocumented — unclear what functionality is available without payment","Pricing tiers are not published in the marketplace listing — must visit spellbox.app for pricing","No documented usage limits for free tier — unclear if there are rate limits or feature restrictions","Upgrade path is unclear — no in-app prompts or upgrade flow documented","No team licensing or bulk discount information — each user may require individual license"],"requires":["VS Code installed","SpellBox extension installed","Internet connectivity (for license validation)"],"input_types":["none (freemium access is automatic)"],"output_types":["feature access (boolean)"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-spellbox-spellbox__cap_9","uri":"capability://tool.use.integration.cloud.based.llm.api.integration.with.unknown.model.provider","name":"cloud-based llm api integration with unknown model provider","description":"Sends code generation and explanation requests to a cloud-based LLM API hosted at spellbox.app (provider and model name unknown). The extension serializes the user's prompt and code context, transmits them via HTTPS to the API, and receives generated code or explanations in response. All processing occurs server-side; no local model inference is performed. Model selection and configuration are not exposed to users.","intents":["I want to use a powerful LLM for code generation without running it locally — SpellBox handles the API calls","I need consistent results across my team — all requests use the same cloud-based model","I don't want to manage API keys or model configuration — SpellBox abstracts away the complexity"],"best_for":["developers without GPU resources or local model expertise","teams prioritizing consistency over customization","users who prefer managed services over self-hosted solutions"],"limitations":["LLM provider and model name are unknown — cannot assess model capability or quality","No model selection or configuration options — one-size-fits-all approach","Cloud dependency introduces latency — every request requires network round-trip","No offline mode or local fallback — network outage blocks all functionality","Data privacy unknown — unclear if code is logged, retained, or used for model training","No documented rate limits or quota management — unclear if free tier has usage restrictions","API endpoint is proprietary — cannot use alternative providers or self-host"],"requires":["Internet connectivity to spellbox.app","Active SpellBox license (for paid features)","VS Code extension installed"],"input_types":["natural language prompt (text)","code context (code)","file language (metadata)"],"output_types":["generated code (code)","explanations (text)","suggestions (text)"],"categories":["tool-use-integration","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":38,"verified":false,"data_access_risk":"high","permissions":["VS Code installed (minimum version unknown)","Active SpellBox license key (freemium tier availability unknown)","Internet connectivity to reach spellbox.app API endpoints","Supported language: JavaScript, TypeScript, Python, Java, C++, C#, Go, Rust, Ruby, PHP, Swift, HTML, CSS, MATLAB, Excel","VS Code installed","Active SpellBox license","Internet connectivity","Code in a supported language","Valid SpellBox license key","Email address associated with license"],"failure_modes":["No multi-file context awareness — only current file and selection are sent to the API, limiting understanding of project architecture","Unknown context window size — may truncate large files, losing important context for generation","No configurable model parameters (temperature, max tokens) — one-size-fits-all generation quality","Cloud-dependent with latency — every generation requires network round-trip to spellbox.app API","No offline mode or local model fallback","Explanation quality depends on LLM capability — may produce inaccurate or overly verbose explanations for complex algorithms","No language-specific explanation templates — generic explanations may miss domain-specific patterns","Cannot explain code across multiple files — only single-file or selection-based analysis","No control over explanation depth or format (e.g., docstring vs inline comments)","Encryption method is unknown — credentials may be stored in plaintext or with weak encryption","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.33,"quality":0.5,"ecosystem":0.18,"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=spellbox-code-problem-solving-assistant","compare_url":"https://unfragile.ai/compare?artifact=spellbox-code-problem-solving-assistant"}},"signature":"k1rkIo0gZzQ1ZIub6bXslYGUsl3rVC9AGc60EUCEYdQ8HqA3fx6kckWla/3ur1s7t+dZgTvM94tb9nMjxn7/BQ==","signedAt":"2026-06-21T03:06:09.054Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/spellbox-code-problem-solving-assistant","artifact":"https://unfragile.ai/spellbox-code-problem-solving-assistant","verify":"https://unfragile.ai/api/v1/verify?slug=spellbox-code-problem-solving-assistant","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"}}