{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_ai-prompt-library","slug":"ai-prompt-library","name":"AI Prompt Library","type":"prompt","url":"https://godofprompt.ai","page_url":"https://unfragile.ai/ai-prompt-library","categories":["prompt-engineering"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_ai-prompt-library__cap_0","uri":"capability://memory.knowledge.prompt.template.retrieval.by.category","name":"prompt-template-retrieval-by-category","description":"Indexes and retrieves pre-written prompts from a 30,000+ catalog organized by functional categories (productivity, marketing, SEO, social media, etc.). Uses hierarchical taxonomy navigation to surface relevant templates without requiring keyword search or prompt engineering knowledge. Returns full prompt text ready for copy-paste into any LLM interface.","intents":["Find a pre-written prompt for content creation without building one from scratch","Browse prompts organized by use case (e.g., 'all SEO prompts') to discover templates I didn't know existed","Get a starting template that I can customize for my specific task"],"best_for":["Marketing teams and content creators lacking prompt engineering expertise","Solo developers prototyping LLM applications who need quick baseline prompts","Non-technical founders building AI-powered workflows without hiring prompt engineers"],"limitations":["No semantic search or similarity matching—retrieval is purely category-based, limiting discoverability of adjacent use cases","Quality varies significantly across the 30,000 prompts; many are generic variations with minimal differentiation","No version control or update tracking—users cannot see if a prompt has been improved or deprecated","Freemium tier likely restricts access to full catalog; premium required for comprehensive browsing"],"requires":["Web browser with internet connectivity","Account creation (free or paid tier)","Access to at least one LLM API or web interface (ChatGPT, Claude, etc.) to use retrieved prompts"],"input_types":["category selection (text)","optional keyword filter (text)"],"output_types":["prompt text (plain text)","prompt metadata (title, category, tags)"],"categories":["memory-knowledge","prompt-templates"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-prompt-library__cap_1","uri":"capability://text.generation.language.prompt.customization.and.adaptation","name":"prompt-customization-and-adaptation","description":"Allows users to modify retrieved templates by editing variables, tone, context, and output format before sending to an LLM. Likely uses simple text substitution (e.g., {{variable}} placeholders) rather than structured prompt engineering. Premium tier may offer guided customization workflows or prompt composition tools.","intents":["Take a generic prompt template and adapt it for my specific brand voice or industry","Modify a prompt's output format (e.g., 'return as JSON' vs 'return as bullet points')","Combine elements from multiple templates into a single custom prompt"],"best_for":["Content creators who need templates as starting points but require brand-specific customization","Teams with repeatable workflows that benefit from templated prompts with variable substitution","Users who want to avoid prompt engineering but still need task-specific adaptation"],"limitations":["Customization is likely limited to simple text editing—no structural prompt optimization or A/B testing","No feedback loop to validate whether customizations improve LLM output quality","Premium-only feature (inferred from freemium model) limits accessibility for free-tier users","No integration with LLM APIs to test customized prompts directly within the platform"],"requires":["Premium account tier (likely)","Basic text editing capability","Understanding of the prompt template structure and variable syntax"],"input_types":["prompt template (text)","variable values (text)","customization parameters (text)"],"output_types":["customized prompt text (plain text)","formatted prompt ready for LLM input"],"categories":["text-generation-language","prompt-engineering"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-prompt-library__cap_2","uri":"capability://memory.knowledge.prompt.organization.and.collection.management","name":"prompt-organization-and-collection-management","description":"Enables users to save, organize, and manage favorite prompts into personal collections or folders within the platform. Premium tier likely includes features like tagging, search within saved prompts, and sharing collections with team members. Uses a simple database model to persist user-specific prompt selections.","intents":["Save prompts I frequently use so I don't have to search the catalog every time","Organize my saved prompts by project, client, or use case","Share a curated set of prompts with my team without requiring them to search the full catalog"],"best_for":["Teams managing multiple projects with recurring prompt needs","Content creators building personal prompt libraries for repeated tasks","Agencies sharing prompt templates across client accounts"],"limitations":["No version control—cannot track changes to saved prompts over time","Likely no collaboration features for real-time co-editing of collections","Sharing is probably limited to read-only access; no granular permission controls","No integration with external tools (Notion, Airtable, etc.) to sync collections"],"requires":["User account (free or premium)","Premium tier for advanced organization features (inferred)","Web browser to access the platform"],"input_types":["prompt selection (from catalog)","collection name (text)","tags or labels (text)"],"output_types":["organized collection of prompts (structured data)","shareable collection link (URL)"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-prompt-library__cap_3","uri":"capability://search.retrieval.prompt.discovery.by.use.case.and.industry","name":"prompt-discovery-by-use-case-and-industry","description":"Organizes the 30,000+ prompt catalog by functional use cases (content creation, SEO, social media, productivity) and industry verticals (e.g., marketing, e-commerce, education). Uses a multi-dimensional taxonomy to help users find relevant prompts without keyword search. May include trending or popular prompts to guide discovery.","intents":["Find all prompts relevant to my industry or job function","Discover new use cases I hadn't considered for LLM prompts","See what prompts are trending or most popular in my category"],"best_for":["Users new to LLM prompting who benefit from guided discovery","Teams exploring LLM capabilities for their specific industry","Content creators seeking inspiration from curated prompt collections"],"limitations":["Taxonomy is static and predefined—cannot add custom categories or cross-cutting dimensions","No personalization based on user behavior or preferences","Trending/popular metrics may reflect volume rather than quality or effectiveness","Limited to browsing by category; no full-text search across prompt descriptions or content"],"requires":["Web browser with internet connectivity","Free or premium account","No special technical knowledge required"],"input_types":["category selection (text)","industry filter (text)"],"output_types":["filtered prompt list (structured data)","prompt metadata (title, category, description)"],"categories":["search-retrieval","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-prompt-library__cap_4","uri":"capability://safety.moderation.prompt.quality.rating.and.feedback","name":"prompt-quality-rating-and-feedback","description":"Allows users to rate, review, or provide feedback on prompts they've used, creating a community-driven quality signal. Ratings likely influence prompt visibility or ranking within categories. May include user comments or tips on prompt customization. Aggregated ratings help identify high-performing templates.","intents":["See how other users rated a prompt before using it","Provide feedback on a prompt's effectiveness to help others","Find the highest-rated prompts in a category to prioritize testing"],"best_for":["Users seeking social proof before investing time in a prompt","Community-driven platforms aiming to improve prompt quality through feedback","Teams evaluating multiple similar prompts and needing quality signals"],"limitations":["Rating systems are vulnerable to bias—popular prompts may be rated higher regardless of actual quality","No context on who rated a prompt or their expertise level","Ratings may not reflect performance across different LLM models or use cases","No mechanism to flag or remove low-quality or outdated prompts based on feedback"],"requires":["User account (free or premium)","Experience using a prompt with an LLM to provide informed feedback","Web browser to submit ratings or reviews"],"input_types":["prompt ID (identifier)","rating score (numeric, likely 1-5 stars)","optional review text (text)"],"output_types":["aggregated rating (numeric)","user reviews (text)","rating distribution (structured data)"],"categories":["safety-moderation","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-prompt-library__cap_5","uri":"capability://memory.knowledge.multi.lm.prompt.compatibility.guidance","name":"multi-lm-prompt-compatibility-guidance","description":"Provides guidance on which prompts work best with specific LLM models (ChatGPT, Claude, Gemini, etc.) and flags compatibility issues or model-specific optimizations. May include notes on prompt variations for different model architectures or API versions. Helps users avoid wasting time on prompts that underperform with their chosen LLM.","intents":["Find prompts optimized for the specific LLM I'm using (e.g., Claude vs ChatGPT)","Understand why a prompt might work better with one model than another","Get guidance on adapting a prompt for a different LLM if I switch providers"],"best_for":["Teams using multiple LLM providers and needing model-specific prompt guidance","Developers building LLM applications who need to optimize prompts per model","Users experimenting with different LLMs and seeking compatibility information"],"limitations":["Compatibility guidance is likely manual or crowd-sourced, not systematically tested","No automated testing across models to validate prompt performance","Guidance may become outdated as LLM models are updated or new versions released","No integration with LLM APIs to test prompts directly against multiple models"],"requires":["Knowledge of which LLM models are available and their differences","Access to multiple LLM APIs or interfaces to test compatibility","Premium account (likely) for detailed model-specific guidance"],"input_types":["prompt ID (identifier)","target LLM model (text, e.g., 'gpt-4', 'claude-3')"],"output_types":["compatibility notes (text)","model-specific prompt variations (text)","performance guidance (text)"],"categories":["memory-knowledge","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-prompt-library__cap_6","uri":"capability://tool.use.integration.prompt.template.export.and.integration","name":"prompt-template-export-and-integration","description":"Enables exporting prompts in multiple formats (plain text, JSON, markdown) and integrating with external tools via API or direct copy-paste. May support integration with popular platforms like Zapier, Make, or LLM frameworks. Allows seamless workflow integration without manual prompt copying.","intents":["Export a prompt in JSON format to use in my LLM application code","Copy a prompt to my note-taking app or documentation tool","Integrate prompts directly into my automation workflow (Zapier, Make, etc.)"],"best_for":["Developers building LLM applications who need programmatic access to prompts","Teams integrating prompts into CI/CD pipelines or automation workflows","Users managing prompts across multiple tools and platforms"],"limitations":["Export formats are likely limited to basic text/JSON—no support for structured prompt frameworks (e.g., Langchain, LlamaIndex)","No API for programmatic prompt retrieval; integration is probably manual or via Zapier","No versioning or change tracking when exporting—users cannot track prompt updates","Premium-only feature (likely) limits accessibility for free-tier users"],"requires":["Premium account (likely)","API key or integration credentials for external tools (Zapier, Make, etc.)","Developer knowledge for API integration"],"input_types":["prompt ID (identifier)","export format (text, e.g., 'json', 'markdown')","target integration (text, e.g., 'zapier')"],"output_types":["exported prompt (text, JSON, markdown)","integration webhook or API response (structured data)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-prompt-library__cap_7","uri":"capability://data.processing.analysis.prompt.analytics.and.usage.tracking","name":"prompt-analytics-and-usage-tracking","description":"Tracks which prompts users access, save, and rate, providing analytics on prompt popularity, usage trends, and effectiveness. May include metrics like 'times used', 'average rating', or 'trending this week'. Helps users identify high-performing templates and informs platform curation decisions.","intents":["See which prompts are most popular or trending in my category","Understand which of my saved prompts I actually use most","Get insights into prompt performance to optimize my workflow"],"best_for":["Teams analyzing prompt usage patterns to optimize their LLM workflows","Platform operators improving curation based on user behavior","Users seeking data-driven guidance on which prompts to prioritize"],"limitations":["Analytics are likely limited to platform usage (saves, views, ratings)—no data on actual LLM output quality","No integration with LLM APIs to measure prompt effectiveness (e.g., token usage, latency, output quality)","Privacy concerns may limit granularity of usage tracking","Premium-only feature (likely) restricts access for free-tier users"],"requires":["Premium account (likely)","Web browser to view analytics dashboard","Sufficient usage history to generate meaningful analytics"],"input_types":["time range filter (date range)","category or collection filter (text)"],"output_types":["usage metrics (numeric)","trending prompts list (structured data)","analytics dashboard (visual)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":42,"verified":false,"data_access_risk":"high","permissions":["Web browser with internet connectivity","Account creation (free or paid tier)","Access to at least one LLM API or web interface (ChatGPT, Claude, etc.) to use retrieved prompts","Premium account tier (likely)","Basic text editing capability","Understanding of the prompt template structure and variable syntax","User account (free or premium)","Premium tier for advanced organization features (inferred)","Web browser to access the platform","Free or premium account"],"failure_modes":["No semantic search or similarity matching—retrieval is purely category-based, limiting discoverability of adjacent use cases","Quality varies significantly across the 30,000 prompts; many are generic variations with minimal differentiation","No version control or update tracking—users cannot see if a prompt has been improved or deprecated","Freemium tier likely restricts access to full catalog; premium required for comprehensive browsing","Customization is likely limited to simple text editing—no structural prompt optimization or A/B testing","No feedback loop to validate whether customizations improve LLM output quality","Premium-only feature (inferred from freemium model) limits accessibility for free-tier users","No integration with LLM APIs to test customized prompts directly within the platform","No version control—cannot track changes to saved prompts over time","Likely no collaboration features for real-time co-editing of collections","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"ecosystem":0.25,"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":"2026-05-24T12:16:29.132Z","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=ai-prompt-library","compare_url":"https://unfragile.ai/compare?artifact=ai-prompt-library"}},"signature":"o0w5PItY2vuD4Nv6hBX5hmDfFdIWXvXowdVOvYCf0gZQUTlD//3LfSWT4zEYiWjpBLEDKBkng7PGKHxiMtLiAA==","signedAt":"2026-06-15T06:55:24.726Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/ai-prompt-library","artifact":"https://unfragile.ai/ai-prompt-library","verify":"https://unfragile.ai/api/v1/verify?slug=ai-prompt-library","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"}}