{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_public-prompts","slug":"public-prompts","name":"Public Prompts","type":"prompt","url":"https://publicprompts.art","page_url":"https://unfragile.ai/public-prompts","categories":["prompt-engineering"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_public-prompts__cap_0","uri":"capability://search.retrieval.community.sourced.prompt.discovery.and.browsing","name":"community-sourced prompt discovery and browsing","description":"Implements a web-based repository interface that aggregates user-submitted prompts across multiple AI modalities (image generation, writing, creative tasks) with category-based filtering and simple navigation. The architecture relies on a crowdsourced submission model where any user can contribute prompts, which are then indexed by category tags and made discoverable through a flat browsing interface. No algorithmic ranking or personalization layer exists; discovery is primarily linear category navigation.","intents":["I need to find example prompts for Stable Diffusion image generation without paying for a curated service","I want to browse what other creators are using as writing prompts to spark ideas for my own projects","I'm looking for niche prompts for specialized use cases like technical documentation or creative fiction"],"best_for":["hobbyist creators and artists experimenting with generative AI","students and learners exploring prompt engineering without budget constraints","indie developers prototyping AI features who need low-cost prompt templates"],"limitations":["No full-text search or advanced query syntax — discovery limited to predefined category filters","No personalization or recommendation engine — all users see same category-level organization","Crowdsourced indexing means inconsistent tagging and category assignment across prompts","No version control or prompt evolution tracking — submissions are static snapshots"],"requires":["Web browser with JavaScript enabled","Internet connectivity to access publicprompts.art domain"],"input_types":["text (category selection, optional search terms)"],"output_types":["text (prompt content)","metadata (category tags, author, submission date, vote count)"],"categories":["search-retrieval","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_public-prompts__cap_1","uri":"capability://automation.workflow.user.contributed.prompt.submission.and.curation","name":"user-contributed prompt submission and curation","description":"Provides a submission mechanism allowing any user to contribute new prompts to the repository without authentication barriers or editorial approval gates. The system stores submissions with minimal metadata (title, content, category tag, author attribution) and makes them immediately discoverable. Quality control relies entirely on post-hoc community voting rather than pre-submission validation, enabling rapid growth but accepting high variance in prompt quality and relevance.","intents":["I want to share a prompt I've refined through experimentation with the broader community","I need to contribute my specialized prompts to a public library without dealing with approval workflows","I want to build reputation in the prompt engineering community by publishing my best work"],"best_for":["prompt engineers and creators who want to share work without friction","community contributors motivated by attribution and social recognition rather than monetization","platforms seeking to bootstrap large prompt libraries through open contribution models"],"limitations":["No submission validation or quality gates — duplicates and low-effort prompts are not filtered pre-publication","Minimal moderation means spam, off-topic, or harmful prompts may appear before community voting removes them","No version control — contributors cannot update or improve their submissions after publication","Attribution is basic text field — no identity verification or creator profile system"],"requires":["Web browser with form submission capability","Text input for prompt content and metadata"],"input_types":["text (prompt content, title, category selection, optional author name)"],"output_types":["structured data (submission record with metadata, assigned ID, timestamp)"],"categories":["automation-workflow","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_public-prompts__cap_2","uri":"capability://safety.moderation.organic.community.voting.and.quality.surfacing","name":"organic community voting and quality surfacing","description":"Implements a voting mechanism where users can upvote or downvote prompts, with vote counts displayed alongside each submission to surface community consensus on quality and usefulness. The voting system is simple (likely binary up/down) with no sophisticated ranking algorithm; higher-voted prompts appear more prominently in browsing contexts. This creates an emergent quality signal without explicit editorial curation, allowing the community to collectively identify the most useful prompts through aggregate preference.","intents":["I want to quickly identify the most popular and well-tested prompts in a category without reading every submission","I need to signal that a prompt was useful or unhelpful to help other users make better choices","I want to see which prompts the community has validated as high-quality through voting patterns"],"best_for":["communities with sufficient critical mass to generate meaningful voting signals","users who trust collective intelligence over expert curation","platforms seeking to reduce moderation overhead by delegating quality assessment to users"],"limitations":["Voting signal is noisy and subject to popularity bias — well-written prompts may be downvoted if they target niche use cases","No temporal decay — old, highly-voted prompts may remain prominent even if they become outdated or less relevant","Vote manipulation is possible without authentication or rate-limiting mechanisms","Voting provides no explanatory feedback — users cannot see why a prompt was voted down or what improvements are needed"],"requires":["Web browser with JavaScript for vote submission","No authentication required (anonymous voting likely supported)"],"input_types":["user interaction (upvote/downvote button click)"],"output_types":["numeric (vote count, aggregate score)","ranking (prompts sorted by vote count within category)"],"categories":["safety-moderation","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_public-prompts__cap_3","uri":"capability://search.retrieval.category.based.prompt.filtering.and.organization","name":"category-based prompt filtering and organization","description":"Organizes the prompt repository into predefined categories (e.g., image generation, writing, creative tasks) that serve as the primary navigation and filtering mechanism. Users browse by selecting a category, which returns all prompts tagged with that category. The categorization is flat (no hierarchical taxonomy) and relies on contributor-assigned tags during submission. This simple organizational structure enables quick navigation but limits discoverability for cross-category or multi-modal use cases.","intents":["I want to filter prompts to only show image generation examples for Midjourney","I need to browse writing prompts without seeing unrelated image generation content","I'm looking for all prompts in a specific creative domain like character design or worldbuilding"],"best_for":["users with clear intent about which modality or domain they need prompts for","simple use cases where category-level filtering is sufficient","platforms seeking minimal taxonomy complexity"],"limitations":["Flat category structure provides no hierarchical organization — no subcategories or nested filtering","No multi-category filtering — users cannot search for prompts matching multiple categories simultaneously","Inconsistent categorization due to contributor discretion — same prompt type may be tagged differently by different users","No cross-category discovery — users browsing one category cannot easily find related prompts in adjacent categories"],"requires":["Web browser with category selection UI","JavaScript for dynamic filtering (likely)"],"input_types":["user interaction (category selection from dropdown or button list)"],"output_types":["filtered prompt list (all prompts matching selected category)"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_public-prompts__cap_4","uri":"capability://memory.knowledge.multi.modality.prompt.template.support","name":"multi-modality prompt template support","description":"Supports prompts across multiple AI modalities including image generation (Stable Diffusion, DALL-E, Midjourney), text generation (writing, storytelling, technical content), and other creative tasks. The repository stores prompts as plain text with optional metadata indicating target modality, allowing users to find prompts tailored to their specific AI tool. No format normalization or modality-specific validation occurs; prompts are stored as-is with minimal structure.","intents":["I need image generation prompts optimized for Stable Diffusion's syntax and style","I want writing prompts for creative fiction that work with GPT-4 or Claude","I'm looking for prompts across multiple modalities to understand different prompt engineering approaches"],"best_for":["users experimenting with multiple generative AI tools and modalities","creators seeking inspiration across different AI domains","platforms building comprehensive prompt libraries without modality-specific silos"],"limitations":["No modality-specific validation — image prompts may not follow Stable Diffusion syntax, text prompts may not be optimized for specific LLMs","No format normalization — prompts lack standardized structure, making programmatic parsing difficult","No tool-specific optimization — prompts are generic and not tailored to specific model capabilities or syntax requirements","Cross-modality discoverability is poor — users cannot easily find prompts for their specific tool without category filtering"],"requires":["Web browser","Knowledge of target AI tool's prompt syntax (not provided by platform)"],"input_types":["text (prompts in various formats and syntaxes)"],"output_types":["text (unstructured prompt content)","metadata (modality category tag)"],"categories":["memory-knowledge","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_public-prompts__cap_5","uri":"capability://automation.workflow.prompt.remixing.and.adaptation.workflow","name":"prompt remixing and adaptation workflow","description":"Enables users to view, copy, and adapt existing community prompts for their own use cases without explicit version control or attribution tracking. Users can browse a prompt, copy its content, modify it locally, and resubmit as a new prompt. The system does not track prompt lineage, derivatives, or attribution chains; each submission is treated as independent. This supports rapid iteration and experimentation but creates potential for unattributed copying and redundant submissions.","intents":["I want to take a popular prompt and modify it slightly for my specific use case","I need to combine ideas from multiple community prompts into a new, hybrid prompt","I want to improve a poorly-written prompt by rewriting and resubmitting it with better quality"],"best_for":["iterative prompt engineers who refine existing templates rather than writing from scratch","users seeking to build on community work without formal licensing or attribution requirements","platforms prioritizing rapid experimentation over intellectual property tracking"],"limitations":["No version control or lineage tracking — derivative prompts are not linked to originals, making attribution invisible","No licensing or IP protection — copied prompts can be modified and resubmitted without original author consent or credit","Encourages redundancy — similar prompts with minor variations can proliferate without deduplication","No improvement tracking — original authors cannot see how their prompts are being adapted or improved by others"],"requires":["Web browser with copy-paste capability","Text editor for local modification"],"input_types":["text (existing prompt content from repository)"],"output_types":["text (modified prompt ready for resubmission)"],"categories":["automation-workflow","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"high","permissions":["Web browser with JavaScript enabled","Internet connectivity to access publicprompts.art domain","Web browser with form submission capability","Text input for prompt content and metadata","Web browser with JavaScript for vote submission","No authentication required (anonymous voting likely supported)","Web browser with category selection UI","JavaScript for dynamic filtering (likely)","Web browser","Knowledge of target AI tool's prompt syntax (not provided by platform)"],"failure_modes":["No full-text search or advanced query syntax — discovery limited to predefined category filters","No personalization or recommendation engine — all users see same category-level organization","Crowdsourced indexing means inconsistent tagging and category assignment across prompts","No version control or prompt evolution tracking — submissions are static snapshots","No submission validation or quality gates — duplicates and low-effort prompts are not filtered pre-publication","Minimal moderation means spam, off-topic, or harmful prompts may appear before community voting removes them","No version control — contributors cannot update or improve their submissions after publication","Attribution is basic text field — no identity verification or creator profile system","Voting signal is noisy and subject to popularity bias — well-written prompts may be downvoted if they target niche use cases","No temporal decay — old, highly-voted prompts may remain prominent even if they become outdated or less relevant","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"ecosystem":0.2,"match_graph":0.25,"freshness":0.75,"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":"2026-04-05T13:23:42.551Z","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=public-prompts","compare_url":"https://unfragile.ai/compare?artifact=public-prompts"}},"signature":"eU8tHgVdSFoOgEo15dg/giGWof5C4LuSum0eqTWzdprCql9HAGN80gWItHbPgweJNzKx90i+pJ82enpu/nQrCg==","signedAt":"2026-06-23T03:10:21.395Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/public-prompts","artifact":"https://unfragile.ai/public-prompts","verify":"https://unfragile.ai/api/v1/verify?slug=public-prompts","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"}}