{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-chathelp","slug":"chathelp","name":"ChatHelp","type":"agent","url":"https://chathelp.ai/","page_url":"https://unfragile.ai/chathelp","categories":["chatbots-assistants"],"tags":[],"pricing":{"model":"unknown","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-chathelp__cap_0","uri":"capability://planning.reasoning.contextual.task.management","name":"contextual task management","description":"ChatHelp utilizes natural language processing to understand user queries and manage tasks contextually. By leveraging a dynamic context window, it maintains relevant information across sessions, allowing users to seamlessly transition between tasks without losing context. This approach enables a more intuitive interaction compared to static task managers that require manual input for context.","intents":["How can I keep track of my tasks without losing context?","Can I manage multiple projects simultaneously with an AI assistant?","How do I ensure my tasks are prioritized based on deadlines?"],"best_for":["busy professionals juggling multiple projects"],"limitations":["Context retention is limited to the last 10 interactions, which may not cover long-term projects."],"requires":["Internet connection for real-time processing"],"input_types":["text"],"output_types":["text","task lists"],"categories":["planning-reasoning","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chathelp__cap_1","uri":"capability://search.retrieval.intelligent.information.retrieval","name":"intelligent information retrieval","description":"ChatHelp integrates a semantic search engine that allows users to query information naturally rather than relying on keyword-based searches. It uses embeddings to understand user intent and retrieve relevant information from a knowledge base, providing more accurate and contextually relevant results compared to traditional search methods.","intents":["How can I quickly find information on specific topics?","Can I ask questions in natural language and get precise answers?","How do I access previous notes or documents efficiently?"],"best_for":["students and professionals needing quick access to information"],"limitations":["Search results may vary in accuracy based on the quality of the underlying knowledge base."],"requires":["Access to a curated knowledge base"],"input_types":["text"],"output_types":["text","structured data"],"categories":["search-retrieval","knowledge management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chathelp__cap_2","uri":"capability://text.generation.language.automated.meeting.summarization","name":"automated meeting summarization","description":"ChatHelp employs advanced summarization algorithms that analyze meeting transcripts and extract key points, action items, and decisions made during discussions. This capability uses natural language understanding to identify important information and present it in a concise format, making it easier for users to review meeting outcomes without sifting through entire transcripts.","intents":["How can I quickly summarize meeting notes?","Can I extract action items from my meetings automatically?","How do I ensure I don't miss important points from discussions?"],"best_for":["teams that frequently hold meetings and need concise summaries"],"limitations":["Summarization quality may vary based on the clarity of the transcript."],"requires":["Access to meeting transcripts in text format"],"input_types":["text"],"output_types":["text","summaries"],"categories":["text-generation-language","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chathelp__cap_3","uri":"capability://planning.reasoning.personalized.study.assistance","name":"personalized study assistance","description":"ChatHelp offers personalized study plans and resources based on user input and learning goals. By analyzing user preferences and performance, it tailors recommendations for study materials and schedules, utilizing machine learning algorithms to adapt to individual learning styles over time, which is a step beyond generic study aids.","intents":["How can I create a study plan tailored to my learning style?","Can I receive recommendations for study materials based on my progress?","How do I track my study performance effectively?"],"best_for":["students looking for customized study solutions"],"limitations":["Recommendations may not always align perfectly with user expectations."],"requires":["User profile setup with learning preferences"],"input_types":["text"],"output_types":["text","study plans"],"categories":["planning-reasoning","education"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-chathelp__cap_4","uri":"capability://automation.workflow.collaborative.project.tracking","name":"collaborative project tracking","description":"ChatHelp facilitates collaborative project tracking by allowing multiple users to contribute to and update project statuses in real-time. It uses a shared workspace model that syncs changes instantly, enabling teams to stay aligned and informed about project progress, which is a significant improvement over traditional project management tools that require manual updates.","intents":["How can I keep my team updated on project statuses?","Can we collaborate on project tasks in real-time?","How do I ensure everyone is aligned on project goals?"],"best_for":["teams working on collaborative projects"],"limitations":["Real-time collaboration may be affected by internet connectivity."],"requires":["User accounts for all team members"],"input_types":["text","task updates"],"output_types":["text","project statuses"],"categories":["automation-workflow","collaboration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":25,"verified":false,"data_access_risk":"low","permissions":["Internet connection for real-time processing","Access to a curated knowledge base","Access to meeting transcripts in text format","User profile setup with learning preferences","User accounts for all team members"],"failure_modes":["Context retention is limited to the last 10 interactions, which may not cover long-term projects.","Search results may vary in accuracy based on the quality of the underlying knowledge base.","Summarization quality may vary based on the clarity of the transcript.","Recommendations may not always align perfectly with user expectations.","Real-time collaboration may be affected by internet connectivity.","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.2,"ecosystem":0.25,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.28,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:02.371Z","last_scraped_at":"2026-05-03T14:00:10.321Z","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=chathelp","compare_url":"https://unfragile.ai/compare?artifact=chathelp"}},"signature":"YwddBHhmtNKBzbylYxAyRe1RgtWPheXECQ5y0Oenl407Ms11lrN0+AQNPeiEaJHccIOjAawgxhjvUoIGxHSyBA==","signedAt":"2026-06-20T03:03:34.981Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/chathelp","artifact":"https://unfragile.ai/chathelp","verify":"https://unfragile.ai/api/v1/verify?slug=chathelp","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"}}