{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_prompt-storm","slug":"prompt-storm","name":"Prompt Storm","type":"prompt","url":"https://promptstorm.app","page_url":"https://unfragile.ai/prompt-storm","categories":["prompt-engineering"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_prompt-storm__cap_0","uri":"capability://text.generation.language.pre.built.prompt.template.library.with.domain.specific.categorization","name":"pre-built prompt template library with domain-specific categorization","description":"Maintains a curated library of pre-written, tested prompts organized across multiple domains (education, content creation, marketing, coding, role-play) that users can browse and select without modification. The extension stores these templates client-side or fetches them on-demand, allowing instant access without requiring users to engineer prompts from scratch. Templates are designed as copy-paste-ready inputs that work across ChatGPT, Gemini, and Claude interfaces without model-specific tuning.","intents":["I want to find a battle-tested prompt for writing blog posts without learning prompt engineering","I need a structured template for asking an AI to act as a job coach or fitness trainer","I'm looking for SEO-optimized prompts for marketing content generation","I want to quickly access coding assistance prompts without manually crafting them"],"best_for":["casual AI users and prompt engineering beginners","non-technical professionals seeking quick productivity gains","students and educators looking for free prompt templates","small business owners without marketing or technical expertise"],"limitations":["prompts are static and generic — no personalization or adaptation to user's specific context or industry","library size and update frequency unknown — may become stale or lack coverage for emerging use cases","no community feedback or rating system to identify which prompts actually deliver quality results","users cannot modify or fine-tune templates within the extension — must manually edit in the AI interface"],"requires":["Google Chrome browser (extension only, no Firefox/Safari/Edge support)","active account with at least one of: ChatGPT, Google Gemini, or Anthropic Claude","internet connection to access AI services","Prompt Storm registration/sign-in (authentication system exists)"],"input_types":["user selection via UI (clicking/searching for prompt template)"],"output_types":["plain text prompt (copy-paste ready for AI chat interface)"],"categories":["text-generation-language","prompt-engineering"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prompt-storm__cap_1","uri":"capability://tool.use.integration.browser.extension.ui.injection.for.prompt.delivery","name":"browser extension ui injection for prompt delivery","description":"Implements a Chrome extension that injects UI elements (sidebar, popup, or button) into ChatGPT, Gemini, and Claude web interfaces to surface the prompt library without requiring users to leave their current chat context. The extension likely uses DOM manipulation and content scripts to intercept the chat input field and inject selected prompts directly, eliminating manual copy-paste workflow. No backend API integration is used — the extension operates purely at the UI layer, relying on user's existing authentication with each AI service.","intents":["I want to access prompts without switching tabs or leaving my AI chat interface","I need a one-click way to inject a prompt into ChatGPT/Gemini/Claude without manual copying","I want the prompt library to be contextually available while I'm actively using an AI service"],"best_for":["users who want seamless workflow integration without context switching","power users who frequently switch between multiple AI services","teams using shared Chrome profiles with synchronized extensions"],"limitations":["Chrome-only — no support for Firefox, Safari, Edge, or other browsers","UI injection method unknown — may conflict with future updates to ChatGPT/Gemini/Claude interfaces","no bidirectional integration — extension cannot read AI responses or track prompt performance","requires manual authentication with Prompt Storm separate from AI service authentication","no offline capability — extension is non-functional without internet connection to AI services"],"requires":["Google Chrome browser (version unknown, likely 90+)","Chrome extension installation permissions enabled","active session with ChatGPT, Gemini, or Claude in browser","Prompt Storm account registration"],"input_types":["user click/selection in extension UI"],"output_types":["injected text into AI chat input field"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prompt-storm__cap_10","uri":"capability://safety.moderation.registration.and.authentication.system.with.unknown.data.handling","name":"registration and authentication system with unknown data handling","description":"Requires users to register and sign in to access the prompt library, suggesting a backend system that stores user accounts and potentially tracks usage or preferences. The authentication mechanism is not documented, and data handling practices (whether prompts are logged, whether user interactions with AI are tracked, whether data is sold or shared) are completely unknown. Users must trust that their registration data and usage patterns are handled appropriately, but no privacy policy or data handling documentation is publicly available.","intents":["I want to create an account to access the prompt library","I want my prompt preferences or history to be saved across sessions","I want to sync my prompts across multiple devices"],"best_for":["users comfortable with account registration and data sharing","users who want persistent access to their prompt history (if available)"],"limitations":["data handling practices are completely unknown — no privacy policy or terms of service publicly documented","unclear whether user interactions with AI services are logged or analyzed","unclear whether prompt library data is used for analytics or model training","no transparency about data retention, deletion, or third-party sharing","authentication method unknown — unclear if email/password, OAuth, or other methods are used","no documented security practices or encryption standards"],"requires":["email address or other identifier for account registration","willingness to share account information with Prompt Storm"],"input_types":["email, password, or OAuth credentials"],"output_types":["authenticated access to prompt library"],"categories":["safety-moderation","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prompt-storm__cap_2","uri":"capability://text.generation.language.multi.model.prompt.compatibility.without.model.specific.optimization","name":"multi-model prompt compatibility without model-specific optimization","description":"Provides a single prompt library that works across ChatGPT (OpenAI), Google Gemini, and Anthropic Claude without requiring model-specific tuning or parameter adjustments. Prompts are written in generic natural language that functions across all three models, avoiding model-specific syntax, capabilities, or behavioral quirks. This approach prioritizes accessibility and simplicity over maximum performance — users get working prompts but not optimized ones tailored to each model's strengths (e.g., Claude's reasoning, GPT-4's vision, Gemini's multimodal capabilities).","intents":["I want prompts that work across multiple AI services without rewriting them","I need to switch between ChatGPT and Claude without managing different prompt versions","I want a universal prompt library that doesn't require learning model-specific syntax"],"best_for":["users who experiment across multiple AI services","non-technical users who don't understand model differences","teams with mixed AI service subscriptions"],"limitations":["prompts are not optimized for model-specific capabilities — users won't leverage Claude's extended thinking, GPT-4's vision, or Gemini's multimodal features","no temperature, top-p, or other parameter tuning — extension cannot adjust model behavior beyond the prompt text","generic prompts may underperform compared to model-optimized alternatives","no fallback or conditional logic for model-specific features (e.g., if Claude, use extended thinking; if GPT-4, use vision)","users cannot specify which model to optimize for when selecting a prompt"],"requires":["active accounts with at least one of: ChatGPT, Gemini, or Claude","understanding that prompts may not leverage model-specific advanced features"],"input_types":["user selection of prompt template"],"output_types":["plain text prompt compatible with all three models"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prompt-storm__cap_3","uri":"capability://search.retrieval.domain.specific.prompt.categorization.and.discovery","name":"domain-specific prompt categorization and discovery","description":"Organizes the prompt library into thematic categories (education, content creation, marketing, coding, role-play personas) to help users discover relevant templates without searching or browsing the entire library. Categories include specific use cases like 'Learn anything,' 'Write blog posts,' 'SEO planning,' 'Job coach,' 'Fitness trainer,' and 'Travel guide' — each representing a pre-built prompt designed for that domain. This categorical structure enables quick discovery for users with a specific task in mind, though the underlying categorization logic and taxonomy are not exposed.","intents":["I need a prompt for content creation but don't know where to start — show me what's available","I want to find role-play prompts (job coach, therapist, fitness trainer) without browsing everything","I'm looking for coding assistance prompts organized by task type","I need marketing and SEO prompts grouped together for easy access"],"best_for":["users with a general task in mind but no specific prompt","non-technical users who benefit from guided discovery","professionals in specific domains (marketing, education, development) seeking relevant templates"],"limitations":["categorization taxonomy is fixed and not customizable by users","no full-text search capability mentioned — users must browse categories rather than search for keywords","category coverage unknown — may lack prompts for emerging domains or niche use cases","no sub-categorization or filtering beyond top-level domains","no ability to create custom categories or organize prompts by personal preference"],"requires":["familiarity with the domain categories offered by Prompt Storm","ability to browse and navigate the extension UI"],"input_types":["user navigation through category menu"],"output_types":["list of prompts within selected category"],"categories":["search-retrieval","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prompt-storm__cap_4","uri":"capability://automation.workflow.free.no.paywall.access.to.prompt.library","name":"free, no-paywall access to prompt library","description":"Provides complete access to the entire prompt library without subscription fees, paywalls, or premium tiers. All prompts are available to registered users at no cost, making the tool accessible to students, budget-conscious professionals, and casual AI users. The business model appears to be free-to-use with no mentioned monetization strategy (no ads, no premium features, no usage limits), contrasting with premium prompt marketplaces that charge per prompt or require subscriptions.","intents":["I want to access high-quality prompts without paying for a subscription","I'm a student and need free resources for AI-assisted learning","I want to try prompt templates before committing to a paid service"],"best_for":["students and educators with limited budgets","casual AI users exploring prompt engineering without financial commitment","small business owners and freelancers seeking free productivity tools","anyone evaluating whether prompt templates improve their AI outputs"],"limitations":["free model may limit feature development — no advanced features like prompt versioning, A/B testing, or analytics","no premium support or customer service mentioned","sustainability unknown — free tools may be discontinued or monetized in the future","no indication of usage limits or rate limiting","no premium tier for advanced features (if they exist)"],"requires":["Prompt Storm account registration (free)"],"input_types":["user registration and login"],"output_types":["full access to prompt library"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prompt-storm__cap_5","uri":"capability://text.generation.language.role.play.persona.prompts.for.ai.assisted.coaching.and.guidance","name":"role-play persona prompts for ai-assisted coaching and guidance","description":"Includes pre-built prompts that instruct AI models to adopt specific personas (job coach, therapist, fitness trainer, travel guide, marketing manager) to provide specialized guidance or advice. These prompts use role-play framing to shape AI behavior without requiring users to understand prompt engineering techniques like system messages or behavioral constraints. Users select a persona prompt, inject it into their AI chat, and the model responds in character, enabling quick access to specialized advice without hiring actual professionals.","intents":["I want AI to act as a job coach to help me prepare for interviews","I need a fitness trainer persona to get personalized workout advice","I want to use AI as a travel guide to plan a trip","I need marketing advice — I want AI to act as a marketing manager"],"best_for":["individuals seeking affordable coaching or guidance without hiring professionals","users who want to experiment with AI in different roles","people exploring AI capabilities for personal development or learning"],"limitations":["role-play prompts are generic and not personalized to user's specific situation, experience level, or goals","AI responses may lack the nuance, accountability, and real-world experience of actual professionals","no follow-up or multi-turn conversation structure — each prompt starts fresh without context","no ability to customize the persona's expertise, background, or approach","personas are limited to pre-defined roles — users cannot create custom personas"],"requires":["understanding that AI role-play is not a substitute for professional advice","active AI service account (ChatGPT, Gemini, or Claude)"],"input_types":["user selection of persona prompt"],"output_types":["AI response in the selected persona's voice and style"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prompt-storm__cap_6","uri":"capability://text.generation.language.content.creation.prompt.templates.for.writing.and.marketing","name":"content creation prompt templates for writing and marketing","description":"Provides pre-written prompts optimized for generating written content across multiple formats: blog posts, articles, emails, reports, business plans, and marketing copy. These templates guide the AI to produce content in specific styles, structures, and tones without requiring users to manually specify formatting requirements. Templates likely include placeholders or instructions for users to customize (e.g., 'topic,' 'audience,' 'tone') before injection, though the level of customization within the extension is unknown.","intents":["I need to write a blog post but don't know how to prompt ChatGPT effectively","I want to generate professional email templates quickly","I need help writing a business plan or report outline","I want to create marketing copy for social media or ads"],"best_for":["content creators and writers seeking productivity gains","marketing professionals who want quick copy generation","business owners drafting plans or reports","non-writers who need to produce written content"],"limitations":["templates are generic and not customized for specific industries, audiences, or brand voices","no built-in editing or refinement workflow — users must manually revise AI output","no integration with writing tools (Grammarly, Hemingway Editor) for quality assurance","prompts cannot be modified within the extension — users must edit in the AI interface","no version control or history of generated content","no SEO optimization guidance beyond what the prompt template provides"],"requires":["active ChatGPT, Gemini, or Claude account","ability to customize template placeholders (topic, audience, tone, etc.)"],"input_types":["user selection of content type prompt template"],"output_types":["AI-generated written content (blog post, email, report, etc.)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prompt-storm__cap_7","uri":"capability://code.generation.editing.coding.assistance.prompts.for.development.tasks","name":"coding assistance prompts for development tasks","description":"Includes pre-built prompts designed to help developers leverage AI for code generation, debugging, refactoring, and problem-solving. Prompts guide the AI to produce code in specific languages, patterns, or styles without requiring developers to manually specify context or constraints. Templates likely cover common tasks (write a function, debug this error, refactor for performance) but are generic and not customized for specific codebases, frameworks, or architectural patterns.","intents":["I want to generate boilerplate code quickly without writing it from scratch","I need help debugging an error — I want a prompt that guides ChatGPT to analyze my code","I want to refactor code for performance — I need a prompt that structures the request effectively","I'm learning a new language — I want prompts that help me understand coding concepts"],"best_for":["junior developers learning to use AI for coding assistance","developers seeking quick boilerplate generation","teams exploring AI-assisted development without custom tooling"],"limitations":["prompts are generic and not customized for specific languages, frameworks, or architectural patterns","no codebase awareness — prompts cannot reference existing code or project structure","no integration with IDEs or version control — users must manually copy-paste code","no syntax highlighting or code formatting in the extension","prompts cannot specify performance requirements, security constraints, or testing frameworks","no ability to iterate on generated code within the extension"],"requires":["active ChatGPT, Gemini, or Claude account","basic understanding of the programming language or framework","ability to paste code snippets into the AI interface"],"input_types":["user selection of coding task prompt template"],"output_types":["AI-generated code or debugging guidance"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prompt-storm__cap_8","uri":"capability://text.generation.language.educational.and.learning.prompts.for.knowledge.acquisition","name":"educational and learning prompts for knowledge acquisition","description":"Includes prompts designed to help users learn new topics by guiding AI to explain concepts, create study materials, and provide structured learning paths. The 'Learn anything' category suggests prompts that frame AI as a tutor or educator, enabling users to ask questions and receive explanations tailored to their learning level. Prompts likely include instructions for the AI to break down complex topics, provide examples, and assess understanding, though customization for specific learning styles or prior knowledge is unknown.","intents":["I want to learn a new topic — I need a prompt that guides ChatGPT to explain it clearly","I want AI to create a study guide or learning outline for a subject","I need help understanding a difficult concept — I want a prompt that breaks it down step-by-step","I want to test my knowledge — I need a prompt that generates quiz questions"],"best_for":["students seeking AI-assisted learning without tutoring costs","self-taught learners exploring new topics","educators experimenting with AI as a supplementary learning tool","professionals upskilling in new areas"],"limitations":["prompts are generic and not customized for specific learning styles, prior knowledge, or educational levels","no assessment or progress tracking — users cannot measure learning outcomes","no structured curriculum or learning path — each prompt is standalone","no integration with educational platforms (Coursera, Khan Academy, Duolingo)","no ability to adapt difficulty or pacing based on user performance","AI responses may contain inaccuracies or outdated information"],"requires":["active ChatGPT, Gemini, or Claude account","willingness to verify AI-generated information against authoritative sources"],"input_types":["user selection of learning prompt template"],"output_types":["AI-generated explanations, study guides, or quiz questions"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prompt-storm__cap_9","uri":"capability://automation.workflow.prompt.injection.without.customization.or.versioning","name":"prompt injection without customization or versioning","description":"Enables one-click injection of selected prompts into AI chat interfaces, but does not provide in-extension editing, versioning, or customization capabilities. Users select a prompt from the library, and the extension injects it verbatim (or with minimal placeholder substitution) into the chat input field. There is no version control, no ability to save modified versions, and no history of previously used prompts — each injection is a fresh, independent action.","intents":["I want to quickly inject a prompt without manually typing or copying it","I need a one-click way to use a prompt template without leaving my AI chat","I want to avoid typos or errors when entering a prompt"],"best_for":["users who want quick, frictionless prompt access","non-technical users who prefer clicking over typing","users who frequently reuse the same prompts"],"limitations":["no in-extension editing — users must modify prompts in the AI interface after injection","no version control or history — users cannot track changes or revert to previous versions","no ability to save custom variations of prompts","no prompt comparison or A/B testing","no ability to combine or chain multiple prompts","no undo functionality if a prompt is injected by mistake"],"requires":["active AI service account (ChatGPT, Gemini, or Claude)"],"input_types":["user click to inject prompt"],"output_types":["injected text in AI chat input field"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["Google Chrome browser (extension only, no Firefox/Safari/Edge support)","active account with at least one of: ChatGPT, Google Gemini, or Anthropic Claude","internet connection to access AI services","Prompt Storm registration/sign-in (authentication system exists)","Google Chrome browser (version unknown, likely 90+)","Chrome extension installation permissions enabled","active session with ChatGPT, Gemini, or Claude in browser","Prompt Storm account registration","email address or other identifier for account registration","willingness to share account information with Prompt Storm"],"failure_modes":["prompts are static and generic — no personalization or adaptation to user's specific context or industry","library size and update frequency unknown — may become stale or lack coverage for emerging use cases","no community feedback or rating system to identify which prompts actually deliver quality results","users cannot modify or fine-tune templates within the extension — must manually edit in the AI interface","Chrome-only — no support for Firefox, Safari, Edge, or other browsers","UI injection method unknown — may conflict with future updates to ChatGPT/Gemini/Claude interfaces","no bidirectional integration — extension cannot read AI responses or track prompt performance","requires manual authentication with Prompt Storm separate from AI service authentication","no offline capability — extension is non-functional without internet connection to AI services","data handling practices are completely unknown — no privacy policy or terms of service publicly documented","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.72,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.9,"weights":{"adoption":0.15,"quality":0.25,"ecosystem":0.1,"match_graph":0.45,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:32.438Z","last_scraped_at":"2026-04-05T13:23:42.560Z","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=prompt-storm","compare_url":"https://unfragile.ai/compare?artifact=prompt-storm"}},"signature":"uNMXi/bdbmfTttMwbbvbFaHQ/o9Jz8QHLqvRvtjdyFPXNu6zIXlw4X5yfSaZdD/hEMzi5u57KouzapVnCdJqDQ==","signedAt":"2026-06-15T06:53:37.148Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/prompt-storm","artifact":"https://unfragile.ai/prompt-storm","verify":"https://unfragile.ai/api/v1/verify?slug=prompt-storm","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"}}