{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_bonkers","slug":"bonkers","name":"Bonkers","type":"product","url":"https://www.getmerlin.in","page_url":"https://unfragile.ai/bonkers","categories":["text-writing"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_bonkers__cap_0","uri":"capability://text.generation.language.gpt.4.powered.long.form.content.generation","name":"gpt-4 powered long-form content generation","description":"Generates original written content (articles, blog posts, emails, social media copy) by routing user prompts through OpenAI's GPT-4 API with context-aware instruction templates. The system maintains conversation history within browser sessions to enable iterative refinement, allowing users to request rewrites, tone adjustments, or expansions without re-specifying the full context. Integration with browser extension allows in-context generation directly within web applications (Gmail, Google Docs, etc.) by capturing surrounding text as implicit context.","intents":["Generate a blog post outline and full article from a topic description","Rewrite an email draft in a different tone (formal, casual, persuasive)","Create social media captions for multiple platforms from a single brief","Expand bullet points into full paragraphs for documentation"],"best_for":["Content creators and marketers needing rapid content iteration without specialized copywriting tools","Non-native English speakers seeking grammar and style improvement","Solo entrepreneurs managing multiple communication channels with limited time"],"limitations":["No fine-tuning on domain-specific writing styles—outputs reflect GPT-4's general training","Browser extension context capture is limited to visible text; cannot access protected/paywalled content","No built-in fact-checking or citation generation; outputs may contain hallucinations requiring manual verification","Token limits per request unknown; very long documents may require chunking"],"requires":["Active internet connection for API calls to OpenAI","Browser with extension support (Chrome, Edge, Firefox)","OpenAI API key or Merlin account with GPT-4 access tier"],"input_types":["plain text prompts","partial drafts for refinement","contextual text from web pages"],"output_types":["plain text","formatted markdown","HTML-ready copy"],"categories":["text-generation-language","content-creation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bonkers__cap_1","uri":"capability://text.generation.language.document.and.article.summarization.with.adjustable.brevity","name":"document and article summarization with adjustable brevity","description":"Accepts long-form text (articles, PDFs, emails, research papers) and generates concise summaries using GPT-4 with configurable output length (bullet points, paragraph, or key takeaways). The system uses prompt engineering to enforce summary constraints rather than token-limiting, allowing users to specify desired granularity (executive summary vs. detailed outline). Browser extension can auto-summarize web articles on demand by extracting main content via DOM parsing.","intents":["Extract key points from a lengthy research paper in 2-3 bullet points","Convert a 10-page document into a 1-paragraph executive summary","Summarize email threads to understand action items and decisions","Generate TL;DR summaries for web articles while reading"],"best_for":["Knowledge workers processing high volumes of written information (researchers, analysts, managers)","Students summarizing academic papers for study","Busy professionals needing quick context without reading full documents"],"limitations":["Summarization quality degrades on highly technical or domain-specific content without explicit context","No source attribution or citation preservation—summaries are extractive/abstractive without linking back to original passages","Cannot handle multi-document summarization (e.g., comparing themes across 5 papers)","PDF extraction via browser extension is limited to text-based PDFs; scanned images are not OCR'd"],"requires":["Text input under GPT-4 token limits (likely ~4k-8k tokens based on standard API constraints)","Browser extension for web article auto-extraction, or manual copy-paste for other formats"],"input_types":["plain text","pasted article content","email body text","web page content (via extension)"],"output_types":["bullet-point summary","paragraph summary","key takeaways list","structured outline"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bonkers__cap_2","uri":"capability://code.generation.editing.code.generation.and.completion.with.multi.language.support","name":"code generation and completion with multi-language support","description":"Generates code snippets, functions, and full scripts across multiple programming languages (Python, JavaScript, Java, C++, etc.) by accepting natural language descriptions or partial code and returning complete, executable implementations. Uses GPT-4's code understanding to infer intent from context (e.g., 'sort this array' generates language-appropriate sorting logic). Browser extension allows in-context code generation within code editors (VS Code, GitHub, etc.) by capturing surrounding code as implicit context for coherent suggestions.","intents":["Generate a Python function to parse CSV files and return a pandas DataFrame","Complete a JavaScript async function with error handling","Write a SQL query to join three tables and filter by date range","Generate boilerplate code for a REST API endpoint in Node.js"],"best_for":["Junior developers accelerating routine coding tasks and learning language idioms","Full-stack developers switching between languages and needing quick syntax reference","Non-programmers prototyping simple scripts without deep language knowledge"],"limitations":["Generated code may not follow project-specific conventions or architectural patterns; requires manual review and integration","No real-time linting or error detection—outputs may contain syntax errors or logical bugs","Limited context awareness; cannot analyze full codebase to suggest refactors or identify duplicate logic","No support for proprietary or domain-specific languages (e.g., Terraform, Solidity) beyond major mainstream languages","Browser extension context capture is limited to visible code; cannot access private repositories or protected files"],"requires":["Active internet connection for API calls","Browser extension for in-context generation, or manual copy-paste for other IDEs","Basic understanding of the target language to validate and integrate generated code"],"input_types":["natural language description","partial code snippet","function signature","code comments describing intent"],"output_types":["complete function","code snippet","full script","boilerplate template"],"categories":["code-generation-editing","developer-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bonkers__cap_3","uri":"capability://text.generation.language.grammar.and.style.correction.with.tone.adjustment","name":"grammar and style correction with tone adjustment","description":"Analyzes written text for grammatical errors, punctuation issues, and stylistic improvements, then provides corrected versions with optional tone adjustments (formal, casual, persuasive, etc.). Uses GPT-4's language understanding to preserve original meaning while enhancing clarity and readability. Browser extension integrates with web-based text editors (Gmail, Google Docs, LinkedIn, etc.) to offer in-place corrections without copying text out of context.","intents":["Fix grammar and punctuation in an email draft before sending","Rewrite a paragraph in a more formal tone for a business proposal","Simplify technical jargon in a user-facing help article","Enhance clarity of a social media post while maintaining voice"],"best_for":["Non-native English speakers seeking real-time grammar assistance","Content creators and marketers refining tone across multiple channels","Professionals writing formal documents (proposals, reports, emails)"],"limitations":["Tone adjustments are generic (formal/casual/persuasive) without learning user's personal voice or brand guidelines","No context awareness of document type or audience; suggestions may not align with specific use case","Cannot detect logical errors or factual inaccuracies—only surface-level grammar and style","Browser extension integration is limited to web-based editors; no support for desktop word processors (Microsoft Word, Apple Pages)"],"requires":["Text input under GPT-4 token limits","Browser extension for in-context correction, or manual copy-paste for other applications"],"input_types":["plain text","email body","document excerpt","social media post"],"output_types":["corrected text","tone-adjusted version","explanation of changes"],"categories":["text-generation-language","writing-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bonkers__cap_4","uri":"capability://image.visual.image.generation.from.text.descriptions","name":"image generation from text descriptions","description":"Generates images from natural language prompts by routing descriptions through an image generation API (likely DALL-E or similar) integrated with Merlin's backend. Users provide text descriptions of desired images, and the system returns generated images in standard formats (PNG, JPEG). Quality and style control depend on prompt engineering and underlying model capabilities.","intents":["Generate a product mockup image for a landing page from a text description","Create social media graphics without design skills","Generate placeholder images for prototypes and wireframes","Produce concept art for creative projects"],"best_for":["Non-designers needing quick visual assets for prototypes and marketing","Content creators generating social media graphics at scale","Product teams visualizing design concepts before commissioning professional work"],"limitations":["Image quality and coherence depend on prompt clarity; vague descriptions produce poor results","No fine-grained control over composition, layout, or specific visual elements—outputs are non-deterministic","Cannot edit or iterate on generated images within Merlin (no inpainting or outpainting)","Generated images may violate copyright or contain artifacts; requires manual review before commercial use","No batch generation or API for programmatic image creation","Unknown token/credit costs per image; pricing transparency is limited"],"requires":["Active internet connection for API calls","Clear, descriptive text prompts for best results","Merlin account with image generation tier access"],"input_types":["natural language text description","style references (e.g., 'photorealistic', 'watercolor', 'cyberpunk')"],"output_types":["PNG image","JPEG image","multiple variations (if supported)"],"categories":["image-visual","creative-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bonkers__cap_5","uri":"capability://tool.use.integration.browser.extension.context.aware.assistance.across.web.applications","name":"browser extension context-aware assistance across web applications","description":"Deploys a browser extension that injects AI assistance into web-based applications (Gmail, Google Docs, LinkedIn, GitHub, etc.) by capturing surrounding text/code as implicit context and offering relevant suggestions without tab-switching. The extension maintains a persistent UI panel for accessing Merlin's capabilities (writing, summarization, code generation) while staying within the current application. Context capture uses DOM parsing to extract relevant content and pass it to GPT-4 for contextually-aware responses.","intents":["Generate email responses directly within Gmail inbox","Summarize web articles while reading without copying text","Complete code snippets within GitHub's web editor","Refine LinkedIn posts in-place before publishing","Generate document outlines within Google Docs"],"best_for":["Power users working across multiple web applications who want unified AI assistance","Teams using cloud-based collaboration tools (Google Workspace, Microsoft 365) and needing AI integration","Developers using GitHub's web interface and needing code suggestions without IDE switching"],"limitations":["Context capture is limited to visible DOM content; cannot access protected/paywalled content or JavaScript-rendered data","Extension permissions vary by browser; some applications may block extension injection for security reasons","No offline functionality—requires active internet connection for all API calls","Extension updates are browser-dependent; feature parity across Chrome, Firefox, and Edge is not guaranteed","No persistent state across browser sessions; conversation history is lost on browser restart"],"requires":["Browser with extension support (Chrome, Edge, Firefox, Safari)","Active internet connection","Merlin account with extension access","Permissions granted for target web applications"],"input_types":["visible web page content","form fields","code snippets","email/document text"],"output_types":["text suggestions","code completions","summaries","generated content"],"categories":["tool-use-integration","browser-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bonkers__cap_6","uri":"capability://tool.use.integration.freemium.gpt.4.api.access.with.usage.based.tier.progression","name":"freemium gpt-4 api access with usage-based tier progression","description":"Provides free-tier access to GPT-4 capabilities with limited monthly usage (exact limits unknown), and paid tiers for higher usage. The freemium model routes user requests through Merlin's backend API, which abstracts OpenAI's GPT-4 API and applies rate limiting and quota management. Users can upgrade to paid tiers for increased token limits and priority processing. Pricing structure and tier details are not transparently documented.","intents":["Test AI-powered writing and coding workflows without upfront cost","Access GPT-4 capabilities without managing OpenAI API keys directly","Scale usage from casual experimentation to production workloads via tier upgrades"],"best_for":["Individual developers and creators testing AI workflows with minimal financial commitment","Teams evaluating AI tools before committing to dedicated solutions","Casual users seeking occasional AI assistance without subscription overhead"],"limitations":["Free tier usage limits are not publicly documented; users cannot predict when they'll hit quotas","Pricing tiers and feature restrictions are unclear; true cost of ownership is opaque","No transparent SLA or uptime guarantees; service reliability is unknown","Freemium model may incentivize aggressive rate limiting on free tier, degrading experience","No API documentation for programmatic access; integration is limited to browser extension and web UI"],"requires":["Merlin account (free or paid)","Active internet connection","No need to manage OpenAI API keys directly"],"input_types":["any text, code, or image input supported by underlying capabilities"],"output_types":["any output supported by underlying capabilities"],"categories":["tool-use-integration","business-model"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bonkers__cap_7","uri":"capability://memory.knowledge.multi.turn.conversation.history.with.context.preservation","name":"multi-turn conversation history with context preservation","description":"Maintains conversation history within browser extension sessions, allowing users to reference previous messages and build on prior responses without re-specifying full context. Each conversation thread preserves the full exchange with GPT-4, enabling iterative refinement (e.g., 'make it shorter', 'add more examples', 'change the tone'). Context is stored locally in browser storage or session memory; persistence across browser restarts is unknown.","intents":["Iteratively refine a blog post by requesting rewrites without re-pasting the original","Ask follow-up questions about generated code without re-explaining the original request","Build on previous summaries by asking for additional details or different perspectives","Maintain context across multiple writing tasks within a single session"],"best_for":["Users performing iterative creative or technical work requiring multiple refinement passes","Developers debugging code suggestions through multi-turn dialogue","Content creators refining tone and style across multiple versions"],"limitations":["Conversation history is not persisted across browser sessions; closing the extension or restarting the browser loses context","No export or sharing of conversation threads; history is isolated to individual users","Context window is limited by GPT-4's token limits; very long conversations may lose early context","No search or filtering within conversation history; users must scroll to find previous messages","Multi-turn conversations may accumulate latency as context grows; response times may degrade"],"requires":["Browser extension with local storage or session memory support","Active conversation session within the extension"],"input_types":["follow-up prompts","refinement requests","clarification questions"],"output_types":["refined responses","iterative suggestions","context-aware completions"],"categories":["memory-knowledge","conversation-management"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Active internet connection for API calls to OpenAI","Browser with extension support (Chrome, Edge, Firefox)","OpenAI API key or Merlin account with GPT-4 access tier","Text input under GPT-4 token limits (likely ~4k-8k tokens based on standard API constraints)","Browser extension for web article auto-extraction, or manual copy-paste for other formats","Active internet connection for API calls","Browser extension for in-context generation, or manual copy-paste for other IDEs","Basic understanding of the target language to validate and integrate generated code","Text input under GPT-4 token limits","Browser extension for in-context correction, or manual copy-paste for other applications"],"failure_modes":["No fine-tuning on domain-specific writing styles—outputs reflect GPT-4's general training","Browser extension context capture is limited to visible text; cannot access protected/paywalled content","No built-in fact-checking or citation generation; outputs may contain hallucinations requiring manual verification","Token limits per request unknown; very long documents may require chunking","Summarization quality degrades on highly technical or domain-specific content without explicit context","No source attribution or citation preservation—summaries are extractive/abstractive without linking back to original passages","Cannot handle multi-document summarization (e.g., comparing themes across 5 papers)","PDF extraction via browser extension is limited to text-based PDFs; scanned images are not OCR'd","Generated code may not follow project-specific conventions or architectural patterns; requires manual review and integration","No real-time linting or error detection—outputs may contain syntax errors or logical bugs","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":"2026-05-24T12:16:29.715Z","last_scraped_at":"2026-04-05T13:23:42.561Z","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=bonkers","compare_url":"https://unfragile.ai/compare?artifact=bonkers"}},"signature":"Zfk2C0Xgy0dvPTUHmgDaqyKCTo72A0t9lXUalIg9bV/47KnoUefweMGxbRsU3xKKghaKLPMrJXb48gmSoLR5BA==","signedAt":"2026-06-22T23:21:43.296Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/bonkers","artifact":"https://unfragile.ai/bonkers","verify":"https://unfragile.ai/api/v1/verify?slug=bonkers","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"}}