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Free tier users can initiate conversations with rate-limiting or message caps, while premium tiers unlock extended session persistence, higher message quotas, or additional features. 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This is likely implemented as a structured prompt template that concatenates biographical details into the system message, allowing the base model to condition its outputs on this context without explicit fine-tuning.","intents":["I want responses that reference specific memories or events from the person's life","I want the AI to use language patterns or phrases the person was known for","I want responses that reflect the person's personality and values"],"best_for":["users seeking emotionally resonant outputs that feel personalized","product designers testing whether biographical grounding improves user engagement"],"limitations":["Biographical accuracy entirely depends on user input — no verification or fact-checking against external sources","LLM may hallucinate details or conflate biographical information with training data patterns","Context window limits mean longer biographies may be truncated or deprioritized","No mechanism to correct or update biographical information mid-conversation"],"requires":["User-provided biographical details (minimum: name and relationship)","LLM with sufficient context window (likely 2K-4K tokens minimum)"],"input_types":["structured biographical data (name, age, occupation, relationship, key memories)","unstructured text (free-form description of the person)"],"output_types":["prompt-augmented LLM inference","contextually-conditioned text responses"],"categories":["text-generation-language","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_seance-ai__cap_3","uri":"capability://text.generation.language.grief.framed.conversational.interface","name":"grief-framed conversational interface","description":"Presents a chatbot interface with grief-specific UX affordances (e.g., 'Connect with [Name]', memorial framing, emotional tone in prompts) that contextualizes generic LLM conversation as a spiritually-adjacent experience. The interface likely uses warm typography, memorial imagery, and language that evokes mediumship without explicitly claiming paranormal capability, creating an emotional frame that influences user interpretation of algorithmic outputs.","intents":["I want an interface that feels respectful and appropriate for grief processing","I want the experience to feel like a meaningful ritual or practice","I want clear affordances for initiating and managing conversations with a deceased person"],"best_for":["users seeking emotional resonance and ritual-like experience","product designers studying how UX framing influences perception of AI outputs"],"limitations":["UX framing may amplify false sense of genuine contact, increasing psychological risk for vulnerable users","No built-in safeguards or grief counseling resources despite targeting emotionally vulnerable audience","Interface does not distinguish between plausible outputs and fabrications, potentially reinforcing false memories","No accessibility features disclosed for users with grief-related trauma or dissociation"],"requires":["Web browser or mobile app","User account","No technical knowledge required"],"input_types":["user text input (conversation messages)","biographical metadata (name, relationship)"],"output_types":["rendered conversational UI","text responses in memorial context"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_seance-ai__cap_4","uri":"capability://automation.workflow.no.setup.conversational.access","name":"no-setup conversational access","description":"Provides immediate access to conversation functionality without requiring technical configuration, API key management, or model selection. Users can begin conversations within seconds of account creation through a web or mobile interface, with all infrastructure abstracted away. This is enabled by server-side LLM hosting and inference, eliminating client-side setup burden.","intents":["I want to try this without learning how to set up an API or configure a model","I want to start a conversation immediately without technical barriers","I want a mobile-friendly experience that works on any device"],"best_for":["non-technical users exploring AI for the first time","users seeking low-friction emotional experiences","mobile-first audiences"],"limitations":["No customization of underlying model, temperature, or inference parameters","Dependent on server availability — outages block all user access","No local/offline capability","Limited transparency into which LLM provider or model version is being used"],"requires":["Internet connection","Web browser or mobile app","User account (email or social login)"],"input_types":["text (conversation messages)","biographical metadata"],"output_types":["text (conversational responses)","rendered UI"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":25,"verified":false,"data_access_risk":"high","permissions":["Internet connection for cloud-based inference","User-provided biographical information (name, relationship, basic life details)","No API key or technical setup required","User account creation (email or social login)","Internet connection","No payment method required for free tier","User-provided biographical details (minimum: name and relationship)","LLM with sufficient context window (likely 2K-4K tokens minimum)","Web browser or mobile app","User account"],"failure_modes":["Responses are purely algorithmic pattern-matching with no access to actual memories, experiences, or knowledge unique to the deceased individual","Cannot distinguish between plausible-sounding fabrications and accurate biographical details","May reinforce false sense of genuine contact, creating psychological dependency rather than supporting healthy grief processing","No personalization beyond initial user input — subsequent conversations do not learn or adapt to user corrections","Free tier likely has message limits or conversation length caps that interrupt emotional continuity","No clear documentation on what premium features unlock beyond basic assumptions","Session persistence may be limited or deleted after inactivity period","No offline capability — all conversations require active internet connection","Biographical accuracy entirely depends on user input — no verification or fact-checking against external sources","LLM may hallucinate details or conflate biographical information with training data patterns","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.33,"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":"2026-05-24T12:16:33.095Z","last_scraped_at":"2026-04-05T13:23:42.564Z","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=seance-ai","compare_url":"https://unfragile.ai/compare?artifact=seance-ai"}},"signature":"l1P/Fo91TgRQpCnmx3VDIpOo+k0IAF4qNg7IafYpDDqq65yoYxJM3Db5fekNxqg1yMFcZ9A3Yt/Gc7r4RSwIBQ==","signedAt":"2026-06-20T18:55:50.461Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/seance-ai","artifact":"https://unfragile.ai/seance-ai","verify":"https://unfragile.ai/api/v1/verify?slug=seance-ai","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"}}