{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_gnomi-app","slug":"gnomi-app","name":"Gnomi App","type":"product","url":"https://www.gnomi.com","page_url":"https://unfragile.ai/gnomi-app","categories":["research-search"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_gnomi-app__cap_0","uri":"capability://research.global.perspective.content.discovery","name":"global-perspective-content-discovery","description":"Surfaces content and viewpoints from diverse geographic regions and cultural contexts to expose users to non-mainstream perspectives. Aggregates or curates information sources that represent underrepresented voices in global discourse.","intents":["I want to see how people in different countries think about current events","I need perspectives beyond Western media narratives","I'm researching a topic and want international viewpoints"],"best_for":["researchers","educators","students","journalists","global affairs professionals"],"limitations":["unclear how 'global' coverage actually is","no transparency on source selection or curation methodology","potential for uneven coverage across regions"],"requires":["internet connection","user account"],"input_types":["topics","keywords","interests"],"output_types":["curated content feeds","articles","perspectives"],"categories":["research","education","content-discovery"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gnomi-app__cap_1","uri":"capability://productivity.personalized.content.customization","name":"personalized-content-customization","description":"Allows users to tailor their content feeds and discovery experience based on specific interests, topics, and preferences. Enables filtering and organization of content streams to match individual research or learning goals.","intents":["I want to follow only content related to my research area","I need to customize what topics appear in my feed","I want to create multiple interest-based content streams"],"best_for":["researchers","students","subject-matter specialists","educators"],"limitations":["no details on customization depth or granularity","unclear if algorithm learns from behavior or requires manual setup"],"requires":["user account","preference configuration"],"input_types":["topic selections","interest tags","preference settings"],"output_types":["customized content feeds","filtered results"],"categories":["productivity","personalization","content-discovery"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gnomi-app__cap_2","uri":"capability://community.real.time.community.engagement","name":"real-time-community-engagement","description":"Enables synchronous interaction and discussion with other users in community spaces around shared topics or interests. Facilitates live conversations, Q&A, and collaborative learning in real-time.","intents":["I want to discuss a topic with people from around the world right now","I need to ask questions and get immediate responses from experts","I want to participate in live group learning sessions"],"best_for":["community learners","researchers seeking peer feedback","educators facilitating discussions","students in study groups"],"limitations":["unclear community size and activity levels","no information on moderation or community guidelines","potential for low engagement in niche topics"],"requires":["user account","internet connection","active community members"],"input_types":["text messages","questions","discussion posts"],"output_types":["live chat","discussion threads","responses"],"categories":["community","engagement","education"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gnomi-app__cap_3","uri":"capability://research.research.content.aggregation","name":"research-content-aggregation","description":"Collects and organizes research-related content, academic perspectives, and scholarly discussions in one platform. Serves as a hub for accessing research materials and connecting with research-focused communities.","intents":["I need to find research papers and academic discussions on my topic","I want to see how researchers globally are approaching a problem","I'm looking for a research community to join"],"best_for":["academic researchers","graduate students","educators","research institutions"],"limitations":["unclear what sources are included or indexed","no information on peer-review status of content","may lack depth compared to dedicated academic databases"],"requires":["user account","research interests defined"],"input_types":["research topics","keywords","academic interests"],"output_types":["research content","academic discussions","community recommendations"],"categories":["research","education","content-discovery"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gnomi-app__cap_4","uri":"capability://writing.writing.collaboration.and.feedback","name":"writing-collaboration-and-feedback","description":"Provides tools or community features for writers to share work, receive feedback, and collaborate with other writers globally. Facilitates peer review and iterative improvement of written content.","intents":["I want feedback on my writing from diverse perspectives","I need to collaborate with writers in other countries","I'm looking for a writing community to improve my craft"],"best_for":["writers","students","academics","content creators","journalists"],"limitations":["no details on feedback mechanisms or quality control","unclear if platform has writing-specific tools","community quality depends on user base maturity"],"requires":["user account","writing samples to share"],"input_types":["written documents","text submissions"],"output_types":["feedback comments","collaborative edits","community responses"],"categories":["writing","productivity","community"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gnomi-app__cap_5","uri":"capability://community.topic.based.community.formation","name":"topic-based-community-formation","description":"Enables creation and discovery of communities organized around specific topics, interests, or research areas. Allows users to find and join groups of like-minded individuals with shared focus areas.","intents":["I want to find a community of people interested in my niche topic","I need to create a group for my research team","I'm looking to join discussions about a specific subject"],"best_for":["researchers","educators","students","hobbyists","professionals in specialized fields"],"limitations":["unclear community discovery mechanisms","potential for inactive or low-quality communities","no information on community moderation"],"requires":["user account","topic interests"],"input_types":["topic names","community preferences"],"output_types":["community listings","group memberships","community feeds"],"categories":["community","education","engagement"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gnomi-app__cap_6","uri":"capability://education.cross.cultural.knowledge.exchange","name":"cross-cultural-knowledge-exchange","description":"Facilitates sharing and exchange of knowledge, insights, and information across cultural and geographic boundaries. Enables users to learn how different cultures approach problems and share their own perspectives.","intents":["I want to understand how different cultures approach this problem","I need to share my local perspective with a global audience","I'm interested in learning about different cultural approaches to education"],"best_for":["educators","anthropologists","international development professionals","cultural researchers","global business professionals"],"limitations":["no translation features mentioned","unclear how cultural context is preserved or explained","potential for misunderstandings without proper moderation"],"requires":["user account","willingness to engage across cultures","language capability"],"input_types":["text posts","perspectives","cultural insights"],"output_types":["cross-cultural discussions","knowledge exchanges","perspective comparisons"],"categories":["education","community","research"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gnomi-app__cap_7","uri":"capability://accessibility.free.access.content.platform","name":"free-access-content-platform","description":"Provides completely free access to content discovery, community engagement, and research tools without paywalls or premium tiers. Eliminates financial barriers to participation in global knowledge communities.","intents":["I need research and learning tools but have no budget","I want to access global perspectives without paying","I'm a student looking for free educational resources"],"best_for":["students","researchers in developing countries","educators with limited budgets","early-career professionals"],"limitations":["sustainability model unclear","potential data privacy concerns with free model","may limit feature depth compared to paid alternatives"],"requires":["internet connection","user account"],"input_types":[],"output_types":["all platform features"],"categories":["accessibility","education","productivity"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":30,"verified":false,"data_access_risk":"low","permissions":["internet connection","user account","preference configuration","active community members","research interests defined","writing samples to share","topic interests","willingness to engage across cultures","language capability"],"failure_modes":["unclear how 'global' coverage actually is","no transparency on source selection or curation methodology","potential for uneven coverage across regions","no details on customization depth or granularity","unclear if algorithm learns from behavior or requires manual setup","unclear community size and activity levels","no information on moderation or community guidelines","potential for low engagement in niche topics","unclear what sources are included or indexed","no information on peer-review status of content","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.15000000000000002,"quality":0.47,"ecosystem":0.25,"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":"2026-05-24T12:16:30.892Z","last_scraped_at":"2026-04-05T13:23:42.563Z","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=gnomi-app","compare_url":"https://unfragile.ai/compare?artifact=gnomi-app"}},"signature":"xru1VRhAdBMP/tMtOIFjDda2OMDJbpA8eBsuaovG9TJqSKwDl87hsPV02WukDedsMf4Y4YP4cZz+I2CAssi4AQ==","signedAt":"2026-06-21T02:50:57.272Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/gnomi-app","artifact":"https://unfragile.ai/gnomi-app","verify":"https://unfragile.ai/api/v1/verify?slug=gnomi-app","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"}}