{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_zenmulti","slug":"zenmulti","name":"ZenMulti","type":"product","url":"https://www.zenmulti.cc","page_url":"https://unfragile.ai/zenmulti","categories":["app-builders"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_zenmulti__cap_0","uri":"capability://text.generation.language.openai.powered.json.properties.file.translation.via.vs.code.extension","name":"openai-powered json/properties file translation via vs code extension","description":"Reads JSON and Properties format files from disk, sends raw file contents to OpenAI's API (model version unspecified, likely GPT-3.5 or GPT-4) with implicit translation prompts, and writes translated output back to new or existing files. The extension runs locally in VS Code but delegates all translation computation to OpenAI's remote API, requiring a user-provided API key for authentication. No local translation model, no caching, no translation memory—each file is treated as an independent stateless request.","intents":["I need to quickly translate my app's JSON locale files into 5+ languages without hiring translators or learning a complex localization platform","I want to keep localization workflows inside VS Code instead of switching to a separate web tool like Crowdin or Lokalise","I need to translate Properties files for my Java/Android app without manual file editing or custom scripts"],"best_for":["Solo developers or small teams (2-10 people) shipping web/mobile apps to 2-5 markets with tight timelines","Startups with OpenAI API budget but no dedicated localization budget","Developers comfortable with VS Code, JSON/Properties formats, and API key management"],"limitations":["Completely dependent on OpenAI API availability—if OpenAI is down, product is non-functional with no fallback","No documentation on which OpenAI model is used (GPT-3.5 vs GPT-4), making cost and quality unpredictable","No handling of nested JSON structures, pluralization rules, gender variants, or context-specific translations documented","No translation memory or glossary—each file translation is independent, leading to inconsistent terminology across projects","Context window limited by OpenAI model (4K for GPT-3.5, 8K/128K for GPT-4)—large files may be truncated or fail","No rollback, version control integration, or translation history—overwrites files without audit trail","Per-file OpenAI API costs scale linearly with file size and language count; no cost estimation or rate limiting controls"],"requires":["VS Code 1.50+ (extension host requirement, specific version unknown)","OpenAI API key with active paid account (minimum $5-20/month typical spend)","ZenMulti license key ($39 one-time purchase, enforced at runtime)","Network connectivity to OpenAI API endpoints (no offline mode)","JSON or Properties format source files (no YAML, XML, or other formats supported)"],"input_types":["JSON files (flat or nested structure, specific nesting depth limits unknown)","Java Properties files (.properties format)","File paths selected via VS Code UI"],"output_types":["JSON files (structure preservation unknown—does it maintain nesting, formatting, comments?)","Properties files (format preservation unknown)","New files or overwritten existing files (no merge strategy documented)"],"categories":["text-generation-language","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zenmulti__cap_1","uri":"capability://text.generation.language.batch.file.translation.with.unlimited.language.pair.support","name":"batch file translation with unlimited language pair support","description":"Accepts multiple JSON and Properties files in a single VS Code session and translates each to unlimited target languages by making sequential or parallel API calls to OpenAI. The extension claims to handle 'unlimited resource files' and 'unlimited languages' but provides no documentation on batch processing strategy (sequential vs parallel), parallelization limits, rate limiting, or error recovery. File size limits are described as 'works well with LARGE files' without specific thresholds.","intents":["I have 50+ locale files and need to translate them all to 10 languages at once without manually selecting each file","I want to add support for a new language (e.g., Mandarin) across my entire app's localization set in one operation","I need to translate my app to every language OpenAI supports without worrying about language availability constraints"],"best_for":["Teams localizing apps to 5+ markets simultaneously","Developers managing large multi-language codebases (100+ locale files)","Startups expanding globally and needing rapid language coverage"],"limitations":["No documented batch processing strategy—unclear if files are translated sequentially (slow) or in parallel (risk of rate limiting)","No parallelization limits or concurrency controls—risk of hitting OpenAI API rate limits (429 errors) on large batches","No error recovery or retry logic documented—if one file fails mid-batch, unclear if entire batch rolls back or continues","No progress tracking or status reporting—user has no visibility into which files succeeded/failed during batch operation","Batch cost is unpredictable—no cost estimation tool to calculate total OpenAI API spend before committing","File size limits are undocumented—'works well with LARGE files' is vague; actual limits unknown, risk of silent truncation or failure"],"requires":["VS Code 1.50+","OpenAI API key with sufficient quota and rate limits (specific limits unknown)","ZenMulti license key","Multiple JSON or Properties files in accessible VS Code workspace"],"input_types":["Multiple JSON files (structure and nesting depth limits unknown)","Multiple Properties files","File selection via VS Code multi-select or folder selection (mechanism unclear)"],"output_types":["Translated JSON files (one per language, naming convention unknown)","Translated Properties files (one per language, naming convention unknown)","Batch operation log or status report (existence unknown)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zenmulti__cap_2","uri":"capability://safety.moderation.one.time.perpetual.license.key.validation.and.enforcement","name":"one-time perpetual license key validation and enforcement","description":"Enforces a proprietary license key at VS Code extension runtime, requiring users to purchase a $39 one-time license to unlock translation functionality. The license key is validated at extension startup or first use (validation mechanism—online vs offline—is undocumented). No trial period, no free tier for limited translations, and no volume discounts are documented. License is perpetual (no renewal required) and claims to include unlimited updates, files, and languages.","intents":["I want to purchase a one-time license that never expires and doesn't require annual renewal","I need to verify that my team's VS Code installation has a valid ZenMulti license before using the extension"],"best_for":["Individual developers or small teams with predictable, stable localization needs","Organizations preferring one-time software purchases over subscription models"],"limitations":["No trial or free tier—users must purchase $39 license before testing product quality or OpenAI model choice","License key validation mechanism is undocumented—unclear if validation is online (requires internet, phone-home risk) or offline (cached locally)","No multi-user licensing model documented—unclear if single license key can be shared across team members or if per-seat licensing is required","No license transfer or refund policy documented—unclear if license is tied to individual user or machine","No license revocation or deactivation mechanism documented—if user loses license key, unclear how to recover or reset","Perpetual license claim is unverified—no guarantee that future VS Code versions will support legacy license keys"],"requires":["Valid ZenMulti license key (obtained via $39 purchase)","VS Code 1.50+","Network connectivity (if license validation is online)"],"input_types":["License key string (format unknown—alphanumeric, UUID, etc.)"],"output_types":["License validation status (valid/invalid, expiration date if applicable)"],"categories":["safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zenmulti__cap_3","uri":"capability://tool.use.integration.vs.code.extension.context.menu.integration.for.file.translation","name":"vs code extension context menu integration for file translation","description":"Integrates a 'Open ZenMulti' action into VS Code's right-click context menu for JSON and Properties files, allowing users to invoke translation without leaving the editor. The extension reads the selected file from disk, sends it to OpenAI API, and writes the result back to the file system. No drag-and-drop, no file picker dialogs, no command palette—just right-click and select. Integration is VS Code Extension API-based, likely using the `vscode.commands.registerCommand()` and `vscode.window.showQuickPick()` patterns.","intents":["I want to translate a single JSON file without opening a web browser or running command-line tools","I need a quick, discoverable way to access translation functionality while editing locale files in VS Code"],"best_for":["Developers who spend most of their time in VS Code and want minimal context-switching","Teams with simple, ad-hoc localization workflows (not high-volume production pipelines)"],"limitations":["Right-click context menu is only available for JSON and Properties files—other formats (YAML, XML) are not supported","No keyboard shortcut documented—users must use mouse to right-click, reducing efficiency for power users","No file picker or multi-select UI documented—unclear if users can select multiple files from context menu or must invoke extension per file","No progress indicator or status bar integration—users have no visibility into translation progress or ETA","No undo/rollback from context menu—if translation overwrites file incorrectly, user must manually revert via Git or file history"],"requires":["VS Code 1.50+","ZenMulti extension installed and activated","Valid ZenMulti license key","JSON or Properties file open or selected in VS Code explorer"],"input_types":["File path (selected via VS Code UI)"],"output_types":["Translated file (written to disk, overwriting or creating new file)"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zenmulti__cap_4","uri":"capability://text.generation.language.implicit.prompt.based.translation.with.unspecified.model.selection","name":"implicit prompt-based translation with unspecified model selection","description":"Sends file contents to OpenAI API with an implicit translation prompt (prompt text is not documented or user-configurable). The extension does not expose system prompts, temperature settings, or model selection—it appears to use a hardcoded prompt strategy and a fixed OpenAI model (version unspecified, likely GPT-3.5 or GPT-4 based on marketing claims of 'ChatGPT'). No context injection, no glossary support, no domain-specific instructions—translations are generated based solely on file content and OpenAI's general knowledge.","intents":["I need OpenAI to translate my app's strings into multiple languages without me having to write custom prompts","I want consistent translation quality across all my files without manually tuning prompts for each language pair"],"best_for":["Developers who trust OpenAI's default translation quality and don't need domain-specific or context-aware translations","Teams localizing generic UI strings (buttons, labels, error messages) where context is minimal"],"limitations":["Prompt text is not documented—users cannot inspect or customize the translation instructions sent to OpenAI","Model version is not specified—marketing claims 'ChatGPT' but unclear if GPT-3.5 (cheaper, lower quality) or GPT-4 (expensive, higher quality) is used","No temperature or sampling parameter control—users cannot adjust translation creativity/consistency trade-off","No context injection—cannot provide domain-specific terminology, brand guidelines, or cultural context to improve translation quality","No glossary or terminology management—cannot enforce consistent terminology across translations (e.g., 'user' vs 'customer')","No translation quality scoring or confidence levels—users have no way to assess if a translation is good or needs review","Generic translations may be inappropriate for domain-specific content (medical, legal, financial)—no way to customize for specialized use cases"],"requires":["OpenAI API key with access to the model used by ZenMulti (model version unknown)","Network connectivity to OpenAI API"],"input_types":["JSON or Properties file contents (raw text)"],"output_types":["Translated text (format and structure preservation unknown)"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zenmulti__cap_5","uri":"capability://data.processing.analysis.file.format.preservation.and.structure.handling.for.json.and.properties","name":"file format preservation and structure handling for json and properties","description":"Reads JSON and Properties files from disk, sends contents to OpenAI for translation, and writes results back to files. The extension claims to handle both formats but provides no documentation on how it preserves file structure, nesting, formatting, comments, or metadata. For JSON: unclear if nested keys are translated recursively, if array values are handled, if formatting/indentation is preserved. For Properties: unclear if comments, key ordering, or escape sequences are preserved. No schema validation or structure-aware parsing is documented.","intents":["I need to translate my JSON locale files while preserving the nested structure and formatting","I want to translate my Java Properties files without breaking key-value pairs or comments"],"best_for":["Developers with simple, flat JSON/Properties files (minimal nesting, no complex structures)","Teams willing to manually fix formatting/structure issues after translation if needed"],"limitations":["No documentation on nested JSON handling—unclear if deeply nested structures (3+ levels) are translated correctly or if structure is flattened","No documentation on JSON array handling—unclear if array values are translated or skipped","No documentation on comment preservation—Properties files with comments may lose comments after translation","No documentation on formatting preservation—JSON indentation, line breaks, and whitespace may be altered","No documentation on escape sequence handling—special characters, Unicode, or escape sequences may be corrupted","No schema validation—no way to ensure translated output matches the original file structure","No diff or merge strategy—if translation fails mid-file, unclear if partial results are written or entire file is rolled back"],"requires":["Valid JSON or Properties file format (no validation errors before sending to OpenAI)","File size within OpenAI API context window limits (unknown threshold)"],"input_types":["JSON files (flat or nested, structure limits unknown)","Properties files (.properties format)"],"output_types":["JSON files (structure preservation unknown)","Properties files (structure preservation unknown)"],"categories":["data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zenmulti__cap_6","uri":"capability://tool.use.integration.user.provided.openai.api.key.authentication.and.cost.pass.through","name":"user-provided openai api key authentication and cost pass-through","description":"Requires users to provide their own OpenAI API key for authentication, delegating all API calls to the user's OpenAI account. The extension does not proxy requests through ZenMulti's servers—users pay OpenAI directly for API usage based on token consumption (typically $0.002-$0.06 per 1K tokens depending on model). No cost estimation, no rate limiting, no usage tracking within the extension. API key is stored locally in VS Code settings (encryption method unknown) and transmitted to OpenAI over HTTPS (claimed but not verified).","intents":["I want to use my existing OpenAI API account for translations instead of paying ZenMulti for a separate translation service","I need to control my translation costs by managing my own OpenAI API quota and spending limits"],"best_for":["Developers already using OpenAI API for other projects and wanting to reuse their account","Teams with existing OpenAI API budgets and cost controls in place","Organizations preferring to pay OpenAI directly rather than a third-party vendor"],"limitations":["Requires active OpenAI account with paid API access—minimum $5-20/month typical spend, no free tier for translations","No cost estimation tool—users cannot predict total translation cost before committing (e.g., 100 files × 10 languages = unknown cost)","No rate limiting or quota controls within extension—risk of accidentally incurring large bills if batch translation hits API rate limits and retries","API key stored locally in VS Code settings—security depends on VS Code's credential storage (likely plaintext or weakly encrypted)","No usage tracking or analytics—users cannot see how many tokens were consumed per file or per language","No fallback or alternative model selection—if OpenAI API is expensive or unavailable, no way to switch to cheaper/alternative providers (Anthropic, local models, etc.)","Cost is unpredictable—OpenAI pricing changes, model versions change, and users have no visibility into which model is being used"],"requires":["OpenAI API key (obtained from OpenAI account dashboard)","Active OpenAI account with payment method on file","Network connectivity to OpenAI API endpoints"],"input_types":["OpenAI API key string (format: 'sk-...')"],"output_types":["API authentication status (valid/invalid)"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zenmulti__cap_7","uri":"capability://automation.workflow.automatic.file.output.writing.with.overwrite.or.new.file.creation","name":"automatic file output writing with overwrite or new-file creation","description":"Writes translated content back to the file system after OpenAI returns translations. The extension either overwrites the original file or creates new files with translated content (strategy is undocumented). No merge strategy, no diff preview, no user confirmation before overwriting. Files are written synchronously or asynchronously (unclear), and error handling for write failures is not documented. No rollback mechanism or version control integration.","intents":["I want translated content written directly to my locale files without manual copy-paste","I need new language files created automatically after translation without manually creating empty files"],"best_for":["Developers with simple, non-critical localization workflows where overwriting files is acceptable","Teams using Git or other version control to track changes and revert if needed"],"limitations":["No preview or diff before writing—users cannot review translated content before it overwrites original files","No user confirmation dialog—translations are written automatically without asking for approval","Overwrite strategy is undocumented—unclear if original files are overwritten or new files are created (e.g., 'en.json' vs 'en.translated.json')","No rollback mechanism—if translation is incorrect, users must manually revert via Git or file history","No version control integration—changes are not committed to Git automatically, leaving manual commit burden on users","No atomic writes—if write fails mid-file, file may be left in corrupted state","No file locking—if multiple users invoke translation simultaneously, race conditions may occur","No backup creation—original files are not backed up before overwriting"],"requires":["Write permissions to file system where locale files are stored","Sufficient disk space for new translated files"],"input_types":["Translated content from OpenAI API (text)"],"output_types":["JSON or Properties files written to disk (overwritten or new files)"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zenmulti__cap_8","uri":"capability://tool.use.integration.no.code.setup.and.installation.via.vs.code.extension.marketplace","name":"no-code setup and installation via vs code extension marketplace","description":"Distributes ZenMulti as a VS Code extension available in the official VS Code Marketplace, allowing users to install with a single click without command-line tools, build steps, or configuration files. Installation is one-click, activation is automatic, and setup requires only providing an OpenAI API key and purchasing a license key. No Docker, no npm install, no environment variables—just 'Install' and 'Reload VS Code'. Marketing claims '1 minute no-code setup' but actual setup time includes obtaining OpenAI API key and purchasing license.","intents":["I want to install a localization tool without learning command-line tools or build systems","I need to set up translations for my team without requiring DevOps or infrastructure knowledge"],"best_for":["Non-technical team members (product managers, designers) who need to manage translations","Solo developers who want minimal setup overhead","Teams new to localization and unfamiliar with i18n tooling"],"limitations":["Requires VS Code as a prerequisite—teams using other editors (Sublime, Vim, JetBrains IDEs) cannot use the extension","Setup time claim ('1 minute') is misleading—actual setup includes obtaining OpenAI API key (5-10 minutes) and purchasing license (2-3 minutes)","No trial or free tier—users must commit to $39 purchase before testing product","No configuration file or environment variable support—all settings are stored in VS Code settings (GUI-only, no Infrastructure-as-Code)","No team collaboration setup—no documentation on how to share license key or API key across team members","No onboarding or tutorial—users must figure out how to use the extension without guided setup"],"requires":["VS Code 1.50+ installed and running","VS Code Marketplace access (internet connectivity)","OpenAI API key","ZenMulti license key ($39 purchase)"],"input_types":["VS Code extension installation (one-click from marketplace)"],"output_types":["Installed VS Code extension, ready to use"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["VS Code 1.50+ (extension host requirement, specific version unknown)","OpenAI API key with active paid account (minimum $5-20/month typical spend)","ZenMulti license key ($39 one-time purchase, enforced at runtime)","Network connectivity to OpenAI API endpoints (no offline mode)","JSON or Properties format source files (no YAML, XML, or other formats supported)","VS Code 1.50+","OpenAI API key with sufficient quota and rate limits (specific limits unknown)","ZenMulti license key","Multiple JSON or Properties files in accessible VS Code workspace","Valid ZenMulti license key (obtained via $39 purchase)"],"failure_modes":["Completely dependent on OpenAI API availability—if OpenAI is down, product is non-functional with no fallback","No documentation on which OpenAI model is used (GPT-3.5 vs GPT-4), making cost and quality unpredictable","No handling of nested JSON structures, pluralization rules, gender variants, or context-specific translations documented","No translation memory or glossary—each file translation is independent, leading to inconsistent terminology across projects","Context window limited by OpenAI model (4K for GPT-3.5, 8K/128K for GPT-4)—large files may be truncated or fail","No rollback, version control integration, or translation history—overwrites files without audit trail","Per-file OpenAI API costs scale linearly with file size and language count; no cost estimation or rate limiting controls","No documented batch processing strategy—unclear if files are translated sequentially (slow) or in parallel (risk of rate limiting)","No parallelization limits or concurrency controls—risk of hitting OpenAI API rate limits (429 errors) on large batches","No error recovery or retry logic documented—if one file fails mid-batch, unclear if entire batch rolls back or continues","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:34.118Z","last_scraped_at":"2026-04-05T13:23:42.552Z","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=zenmulti","compare_url":"https://unfragile.ai/compare?artifact=zenmulti"}},"signature":"Oo9fJku9aUXL++Ko2Z+JZ5El+drBHiqb4b+N7s9bE21e0w0kkyZDEo+fxekdwK85ox9L52G/XTOo/cP7CpfzCg==","signedAt":"2026-06-19T14:02:13.886Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/zenmulti","artifact":"https://unfragile.ai/zenmulti","verify":"https://unfragile.ai/api/v1/verify?slug=zenmulti","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"}}