{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_chat-prompt-genius","slug":"chat-prompt-genius","name":"Chat Prompt Genius","type":"webapp","url":"https://chatpromptgenius.com","page_url":"https://unfragile.ai/chat-prompt-genius","categories":["prompt-engineering"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_chat-prompt-genius__cap_0","uri":"capability://memory.knowledge.industry.specific.prompt.template.retrieval","name":"industry-specific prompt template retrieval","description":"Provides pre-built, categorized prompt templates organized by industry vertical (e.g., marketing, software development, healthcare, finance) that users can directly copy or use as starting points. The system likely indexes templates by domain tags and metadata, allowing users to browse or search within a curated library rather than starting from a blank canvas. This reduces cognitive load by surfacing domain-appropriate patterns that have been pre-validated for relevance to common use cases within each industry.","intents":["I need a well-structured prompt for customer service interactions but don't know where to start","I want to see examples of how other teams in my industry are prompting AI models","I need a template for content generation that's already optimized for my domain"],"best_for":["content creators and marketing teams experimenting with AI without prompt engineering expertise","small teams standardizing AI workflows across departments","non-technical users seeking quick wins with LLMs"],"limitations":["No indication of template quality assurance or community validation — users inherit patterns without evidence of effectiveness","Templates are static snapshots; no feedback loop to surface which prompts actually perform well in production","Limited to pre-indexed industries; niche verticals or emerging use cases may lack coverage"],"requires":["Web browser with internet access","Account creation (free tier available)","Access to an LLM (ChatGPT, Claude, etc.) to execute retrieved prompts"],"input_types":["text (industry keyword or category selection)"],"output_types":["text (prompt template as plain text or copyable string)"],"categories":["memory-knowledge","prompt-library"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_chat-prompt-genius__cap_1","uri":"capability://text.generation.language.customizable.prompt.parameterization","name":"customizable prompt parameterization","description":"Allows users to modify retrieved templates by substituting placeholders or variables (e.g., [INDUSTRY], [TONE], [OUTPUT_FORMAT]) with custom values specific to their use case. This likely works through a simple string-replacement or template engine that identifies bracketed or delimited placeholders and exposes them as editable fields in a UI. The system preserves the structural integrity of the prompt while enabling lightweight personalization without requiring users to rewrite entire prompts.","intents":["I want to adapt a marketing prompt template for my specific product category","I need to adjust the tone or style of a template without losing its core structure","I want to reuse a template across multiple projects with different parameters"],"best_for":["teams running multiple AI experiments with similar prompt structures","users who understand their use case but lack prompt engineering skills","rapid prototyping scenarios where iteration speed matters more than optimization"],"limitations":["Parameterization is shallow — no support for conditional logic, branching, or dynamic prompt composition based on input context","No validation of substituted values; users can introduce nonsensical or contradictory parameters without feedback","No version control or audit trail for prompt modifications, making it difficult to track which parameter changes improved or degraded performance"],"requires":["Web browser with internet access","Free or paid account on Chat Prompt Genius","Understanding of which template variables are safe to modify"],"input_types":["text (template with placeholders)","text (custom parameter values)"],"output_types":["text (parameterized prompt ready for execution)"],"categories":["text-generation-language","prompt-engineering"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_chat-prompt-genius__cap_2","uri":"capability://search.retrieval.prompt.library.browsing.and.discovery","name":"prompt library browsing and discovery","description":"Provides a searchable, filterable interface to explore the platform's prompt collection by industry, task type, use case, or keyword. The backend likely indexes prompts using metadata tags and full-text search, allowing users to narrow results through faceted filters (e.g., 'Marketing' + 'Social Media' + 'Tone: Casual'). This discovery mechanism reduces the friction of finding relevant templates by surfacing related prompts and enabling serendipitous exploration of use cases users may not have initially considered.","intents":["I want to see what prompts are available for my industry before committing to a specific use case","I need to find prompts similar to one I've already used and liked","I want to explore how other teams are using AI for tasks adjacent to mine"],"best_for":["exploratory users new to AI who benefit from guided discovery","teams benchmarking their AI workflows against industry peers","users seeking inspiration for new AI use cases"],"limitations":["Search and filtering are likely basic keyword/tag-based; no semantic search or similarity-based recommendations","No user ratings, reviews, or usage metrics visible, so popular or high-performing prompts are not surfaced","Library size and freshness unknown — no indication of how often templates are added or updated"],"requires":["Web browser with internet access","Free or paid account (free tier available)"],"input_types":["text (search query or filter selections)"],"output_types":["text (list of matching prompt templates with metadata)"],"categories":["search-retrieval","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_chat-prompt-genius__cap_3","uri":"capability://tool.use.integration.prompt.execution.and.testing.within.platform","name":"prompt execution and testing within platform","description":"Likely allows users to test retrieved or customized prompts directly within the Chat Prompt Genius interface by connecting to LLM APIs (OpenAI, Anthropic, etc.) and executing the prompt without leaving the platform. This integration reduces context-switching by enabling users to iterate on prompts, view outputs, and refine parameters in a single environment. The platform probably handles API key management, request formatting, and response display, abstracting away the complexity of direct API calls.","intents":["I want to test a prompt template before copying it to my own workflow","I need to quickly iterate on a prompt and see how different parameters affect the output","I want to compare outputs from the same prompt across different LLM providers"],"best_for":["users experimenting with prompts who want fast feedback loops","teams evaluating multiple LLM providers for a specific use case","non-technical users who prefer UI-based testing over command-line tools"],"limitations":["Execution likely limited to single-turn prompts; no support for multi-turn conversations or stateful interactions","No built-in evaluation metrics or structured output parsing — users must manually assess response quality","API costs for testing are likely passed through to users; no cost estimation or budgeting tools visible","No logging or audit trail of test runs, making it difficult to track which prompts were tested and with what results"],"requires":["Web browser with internet access","Free or paid account","API key for at least one LLM provider (OpenAI, Anthropic, etc.)","Sufficient API credits or subscription to cover test executions"],"input_types":["text (prompt template)","text (custom parameters)","text (LLM provider selection)"],"output_types":["text (LLM response)","metadata (execution time, token usage, model used)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_chat-prompt-genius__cap_4","uri":"capability://memory.knowledge.prompt.sharing.and.collaboration","name":"prompt sharing and collaboration","description":"Enables users to save, organize, and potentially share custom prompts with team members or the broader community. This likely involves a personal prompt library or workspace where users can store modified templates, tag them for easy retrieval, and optionally make them public or shareable via links. The backend probably manages access control, versioning, and metadata to support collaborative workflows where multiple team members can reference or build upon shared prompts.","intents":["I want to save my customized prompts so I can reuse them across projects","I need to share a prompt template with my team so everyone uses the same approach","I want to contribute a high-performing prompt back to the community"],"best_for":["teams standardizing AI workflows and prompt governance","organizations building internal prompt libraries","community-driven prompt development and knowledge sharing"],"limitations":["No indication of version control or change tracking for shared prompts — difficult to manage iterations or rollbacks","Access control model unclear; no details on granular permissions (read-only, edit, admin)","No built-in quality gates or review process for community contributions, risking low-quality or biased prompts in shared libraries","Sharing mechanism likely limited to link-based or team-based access; no integration with version control systems like Git"],"requires":["Web browser with internet access","Free or paid account","Team members also on Chat Prompt Genius (for team sharing)"],"input_types":["text (prompt content)","text (metadata: tags, description, access level)"],"output_types":["text (shareable link or team access grant)","metadata (version history, contributor info)"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_chat-prompt-genius__cap_5","uri":"capability://data.processing.analysis.prompt.performance.analytics.and.insights","name":"prompt performance analytics and insights","description":"unknown — insufficient data. The artifact description and editorial summary do not provide details on whether Chat Prompt Genius tracks prompt performance metrics (e.g., output quality, user satisfaction, execution cost), aggregates usage patterns, or provides insights into which prompts are most effective. If this capability exists, it would likely involve logging prompt executions, collecting user feedback, and surfacing analytics dashboards showing performance trends by industry, use case, or prompt template.","intents":["I want to know which prompts in my team's library are actually being used and performing well","I need to understand the cost and performance trade-offs of different prompt approaches","I want to identify underperforming prompts and optimize or retire them"],"best_for":["teams managing large prompt libraries and seeking data-driven optimization","organizations with strict ROI requirements for AI tooling","users building production AI workflows where performance monitoring is critical"],"limitations":["unknown — insufficient architectural data to assess implementation depth or limitations"],"requires":["unknown"],"input_types":["unknown"],"output_types":["unknown"],"categories":["data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Web browser with internet access","Account creation (free tier available)","Access to an LLM (ChatGPT, Claude, etc.) to execute retrieved prompts","Free or paid account on Chat Prompt Genius","Understanding of which template variables are safe to modify","Free or paid account (free tier available)","Free or paid account","API key for at least one LLM provider (OpenAI, Anthropic, etc.)","Sufficient API credits or subscription to cover test executions","Team members also on Chat Prompt Genius (for team sharing)"],"failure_modes":["No indication of template quality assurance or community validation — users inherit patterns without evidence of effectiveness","Templates are static snapshots; no feedback loop to surface which prompts actually perform well in production","Limited to pre-indexed industries; niche verticals or emerging use cases may lack coverage","Parameterization is shallow — no support for conditional logic, branching, or dynamic prompt composition based on input context","No validation of substituted values; users can introduce nonsensical or contradictory parameters without feedback","No version control or audit trail for prompt modifications, making it difficult to track which parameter changes improved or degraded performance","Search and filtering are likely basic keyword/tag-based; no semantic search or similarity-based recommendations","No user ratings, reviews, or usage metrics visible, so popular or high-performing prompts are not surfaced","Library size and freshness unknown — no indication of how often templates are added or updated","Execution likely limited to single-turn prompts; no support for multi-turn conversations or stateful interactions","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":"2026-05-24T12:16:29.716Z","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=chat-prompt-genius","compare_url":"https://unfragile.ai/compare?artifact=chat-prompt-genius"}},"signature":"EiR/oPik8C84/nHSWe7XwzOtDcLJhW82Dztj8drgPOJMv0cFMtCtkFG1C3ceWT64OifqA1OmxQYt9WLfWTQkCQ==","signedAt":"2026-06-20T09:28:25.449Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/chat-prompt-genius","artifact":"https://unfragile.ai/chat-prompt-genius","verify":"https://unfragile.ai/api/v1/verify?slug=chat-prompt-genius","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"}}