{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_lotus","slug":"lotus","name":"Lotus","type":"product","url":"https://lotustherapist.com","page_url":"https://unfragile.ai/lotus","categories":["chatbots-assistants"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_lotus__cap_0","uri":"capability://text.generation.language.conversational.therapeutic.dialogue.generation.with.empathetic.response.synthesis","name":"conversational therapeutic dialogue generation with empathetic response synthesis","description":"Generates contextually-aware therapeutic responses using large language models fine-tuned or prompted with evidence-based therapeutic frameworks (CBT, DBT, motivational interviewing patterns). The system maintains conversation state across turns, tracks emotional valence and user concerns, and synthesizes responses that mirror therapeutic techniques like validation, reframing, and psychoeducation without attempting clinical diagnosis or prescription.","intents":["I need an AI that can have a real conversation about my anxiety without judgment","I want immediate emotional support during a panic attack at 3 AM when therapists aren't available","I need to practice articulating my feelings in a safe space before talking to a real therapist"],"best_for":["Individuals with mild-to-moderate anxiety or stress seeking immediate support","People uncomfortable with human judgment who need a low-barrier entry point to mental health support","Users in geographic regions with severe therapist shortages or prohibitive therapy costs"],"limitations":["Cannot perform clinical assessment or differential diagnosis — relies on user self-reporting without validation","No ability to detect suicidal ideation with clinical precision or escalate to crisis services automatically","Responses are statistically generated from training data, not grounded in individual clinical history or medication interactions","Cannot provide medication recommendations or adjust treatment plans based on psychiatric complexity"],"requires":["Internet connection for API calls to LLM backend","User account with email or phone verification","Acceptance of terms acknowledging AI is not a substitute for licensed therapy"],"input_types":["natural language text (user messages)"],"output_types":["natural language text (therapeutic responses)","conversation history (structured logs)"],"categories":["text-generation-language","mental-health-support"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lotus__cap_1","uri":"capability://automation.workflow.24.7.availability.with.asynchronous.response.delivery","name":"24/7 availability with asynchronous response delivery","description":"Provides round-the-clock access to therapeutic conversations without scheduling constraints, human availability windows, or waitlist delays. Implemented via cloud-hosted LLM inference that scales horizontally to handle concurrent user sessions, with responses generated on-demand within seconds rather than requiring human therapist availability or appointment booking.","intents":["I'm having a panic attack at midnight and need support right now, not a callback in 48 hours","I want to journal my thoughts with an AI listener anytime, not just during office hours","I need immediate grounding techniques when anxiety spikes, regardless of timezone or day of week"],"best_for":["Users in time zones with limited mental health infrastructure","People with irregular schedules (shift workers, parents with unpredictable childcare demands)","Individuals in acute distress who cannot wait for next available therapist appointment"],"limitations":["No human oversight during off-hours means harmful AI outputs cannot be caught and corrected in real-time","Asynchronous responses lack the real-time crisis de-escalation that a live therapist can provide","No ability to coordinate with emergency services if user is in immediate danger"],"requires":["Stable internet connection","Backend infrastructure with 99.9%+ uptime SLA","LLM API with sub-5-second response latency"],"input_types":["natural language text"],"output_types":["natural language text responses","session timestamps and availability metadata"],"categories":["automation-workflow","mental-health-support"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lotus__cap_2","uri":"capability://safety.moderation.privacy.first.conversation.storage.with.user.data.isolation","name":"privacy-first conversation storage with user data isolation","description":"Implements end-to-end encrypted or server-side encrypted conversation logs that are not shared with third parties, marketed as HIPAA-aligned (though not HIPAA-covered as an AI system). Conversations are stored in isolated user accounts with access controls, and the system explicitly avoids selling user data or using conversations for model training without explicit consent, addressing privacy concerns that deter users from seeking help with human therapists.","intents":["I want to talk about sensitive issues without worrying my employer or insurance company will find out","I need mental health support but I'm afraid of judgment from my social circle if they discover I'm in therapy","I want assurance that my conversations won't be used to train AI models or sold to advertisers"],"best_for":["Users in countries with strict data privacy laws (GDPR, CCPA) who distrust centralized health data storage","Individuals with stigma concerns around mental health disclosure","People seeking mental health support who fear employment or insurance discrimination"],"limitations":["Not HIPAA-compliant because Lotus is not a covered entity under HIPAA (no licensed clinician, no healthcare provider status)","Encryption at rest does not prevent law enforcement access via subpoena or warrant","No independent audit or third-party verification of privacy claims — relies on user trust","Conversation data must be retained for some period for abuse detection and safety monitoring, creating residual privacy exposure"],"requires":["User account creation with email or phone","Acceptance of privacy policy","HTTPS/TLS for transport encryption (standard for all web apps)"],"input_types":["natural language text (user conversations)"],"output_types":["encrypted conversation logs","user data export (if requested)"],"categories":["safety-moderation","mental-health-support"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lotus__cap_3","uri":"capability://memory.knowledge.emotional.state.tracking.and.conversation.context.management","name":"emotional state tracking and conversation context management","description":"Maintains a stateful representation of user emotional state, expressed concerns, and conversation history across multiple turns, enabling the AI to reference prior disclosures, track emotional progression, and adapt responses based on accumulated context. Implemented via conversation embeddings or explicit state vectors that capture mood, primary stressors, and therapeutic progress, allowing the system to provide continuity across sessions without requiring users to re-explain their situation.","intents":["I want the AI to remember that I mentioned my job stress yesterday so I don't have to re-explain today","I need the AI to notice that my anxiety is improving over time and acknowledge that progress","I want the AI to recognize when I'm in crisis mode vs. routine check-in and adjust its response intensity"],"best_for":["Users seeking ongoing support over weeks or months rather than one-off conversations","Individuals who benefit from seeing emotional trends and progress over time","People who want personalized responses that account for their specific life context and history"],"limitations":["Context windows are limited — very long conversation histories may be truncated or summarized, losing granular details","Emotional state inference is probabilistic and may misclassify user mood, leading to mismatched responses","No ability to integrate external data (sleep logs, medication changes, life events) that would improve context accuracy","Conversation history retention creates privacy exposure if accounts are compromised"],"requires":["Persistent user account with session storage","LLM with sufficient context window (4K+ tokens) to maintain multi-turn history","Vector database or embedding system for semantic context retrieval"],"input_types":["natural language text (current user message)","conversation history (prior messages)"],"output_types":["contextually-aware response text","inferred emotional state metadata","conversation summary or progress indicators"],"categories":["memory-knowledge","mental-health-support"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lotus__cap_4","uri":"capability://safety.moderation.crisis.detection.and.safety.escalation.routing","name":"crisis detection and safety escalation routing","description":"Monitors conversation content for indicators of imminent harm (suicidal ideation, self-harm intent, abuse situations) using keyword matching, semantic analysis, or fine-tuned classifiers, and triggers escalation workflows such as displaying crisis hotline numbers, encouraging emergency contact, or (in some implementations) alerting human moderators. The system does not automatically call emergency services but provides users with resources and encourages self-directed help-seeking.","intents":["If I mention suicidal thoughts, I want the AI to recognize this and provide crisis resources immediately","I want to know that if I'm in danger, someone will be alerted to help me","I need immediate access to crisis hotline numbers and emergency contact information when I'm in acute distress"],"best_for":["Users experiencing acute suicidal or self-harm ideation who need immediate resource access","Individuals in abusive situations who need safety planning and resource information","People in crisis who may not know how to contact emergency services independently"],"limitations":["Crisis detection is probabilistic — may miss subtle expressions of suicidal intent or over-flag benign statements","No automatic emergency service dispatch — relies on user to self-initiate contact with 911/emergency services","No human verification of crisis before escalation, risking false alarms or missed true crises","Cannot assess lethality or imminent risk with clinical precision — only pattern matching","Liability gap: if user in crisis is not detected and harms themselves, Lotus has no clinical accountability mechanism"],"requires":["Crisis keyword database or fine-tuned NLP classifier","Integration with crisis hotline APIs or static resource databases","Moderation queue system (if human escalation is implemented)","Compliance with local emergency reporting laws (varies by jurisdiction)"],"input_types":["natural language text (user messages)"],"output_types":["crisis alert flags","resource recommendations (hotline numbers, emergency contact prompts)","escalation notifications (to moderators, if implemented)"],"categories":["safety-moderation","mental-health-support"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lotus__cap_5","uri":"capability://text.generation.language.therapeutic.framework.application.cbt.dbt.motivational.interviewing.patterns","name":"therapeutic framework application (cbt, dbt, motivational interviewing patterns)","description":"Applies evidence-based therapeutic techniques (Cognitive Behavioral Therapy, Dialectical Behavior Therapy, motivational interviewing) through prompt engineering or fine-tuning, enabling the AI to guide users through structured interventions like thought records, behavioral activation, distress tolerance skills, or change talk elicitation. The system does not diagnose or prescribe but teaches therapeutic skills and encourages self-directed practice.","intents":["I want to learn CBT techniques like thought records to challenge my negative thinking patterns","I need help practicing distress tolerance skills when I'm overwhelmed","I want the AI to help me explore my ambivalence about making a life change without pushing me"],"best_for":["Users with mild-to-moderate anxiety or depression who benefit from structured skill-building","Individuals already familiar with therapy who want to practice techniques between sessions","People seeking psychoeducation about evidence-based mental health strategies"],"limitations":["Framework application is template-based and may not adapt to individual complexity or comorbidities","No ability to diagnose which framework is most appropriate for a user's condition (e.g., CBT vs. DBT vs. psychodynamic)","Cannot modify techniques based on treatment response or clinical judgment","Lacks the iterative refinement that occurs in real therapy when a technique isn't working"],"requires":["LLM fine-tuned or prompted with therapeutic framework knowledge","Structured prompts or templates for each therapeutic technique","User familiarity with basic mental health concepts (or psychoeducation module)"],"input_types":["natural language text (user thoughts, feelings, situations)"],"output_types":["structured worksheets or thought records","skill-building guidance and practice prompts","psychoeducational content"],"categories":["text-generation-language","mental-health-support"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lotus__cap_6","uri":"capability://text.generation.language.psychoeducational.content.delivery.on.mental.health.topics","name":"psychoeducational content delivery on mental health topics","description":"Provides evidence-based educational information about anxiety, depression, stress management, sleep hygiene, and other mental health topics through conversational explanations, structured modules, or linked resources. Content is generated or curated to be accurate, non-alarmist, and accessible to non-clinical audiences, helping users understand their symptoms and normalize mental health challenges.","intents":["I want to understand what anxiety is and why my body reacts the way it does during panic attacks","I need information about sleep hygiene and how it affects my mood","I want to learn about the difference between normal stress and clinical depression"],"best_for":["Users seeking mental health literacy and symptom understanding","Individuals considering therapy who want foundational knowledge before starting","People wanting to normalize their experiences and reduce shame around mental health"],"limitations":["Psychoeducation is not personalized to individual diagnosis or severity — generic information may not apply to specific cases","Content accuracy depends on training data quality and may contain outdated or oversimplified information","Cannot replace clinical assessment or diagnosis — users may misapply information to their situation","May inadvertently reinforce health anxiety if users over-identify with symptom descriptions"],"requires":["Curated knowledge base of evidence-based mental health information","LLM capable of explaining complex concepts in accessible language","Content review process to ensure accuracy (if implemented)"],"input_types":["natural language queries about mental health topics"],"output_types":["explanatory text","educational modules or structured content","resource links or references"],"categories":["text-generation-language","mental-health-support"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lotus__cap_7","uri":"capability://data.processing.analysis.mood.and.symptom.self.tracking.with.trend.visualization","name":"mood and symptom self-tracking with trend visualization","description":"Allows users to log mood, anxiety levels, sleep quality, or other symptoms over time and displays trends or patterns to help users identify triggers and track progress. Implemented via simple rating scales (1-10 mood ratings), structured check-ins, or integration with wearable data, with backend analytics to compute trends and generate summary reports.","intents":["I want to see if my anxiety is improving over the past month to know if my coping strategies are working","I need to identify patterns — does my mood drop on certain days or after specific events?","I want a visual record of my mental health progress to share with a future therapist"],"best_for":["Users with chronic anxiety or depression who benefit from objective progress tracking","Individuals seeking to identify mood triggers and patterns","People preparing for therapy who want baseline data to share with a clinician"],"limitations":["Self-reported mood ratings are subjective and may not correlate with clinical severity","Trend analysis is descriptive only — cannot identify causal relationships or predict future mood","No integration with clinical assessment tools (PHQ-9, GAD-7) that would provide validated severity measures","Data visualization may create false sense of progress or reinforce rumination if user over-focuses on trends"],"requires":["User account with persistent data storage","Simple rating scale UI (e.g., 1-10 slider)","Time-series analytics backend to compute trends","Data visualization library (e.g., Chart.js, D3.js)"],"input_types":["mood/symptom ratings (numeric scales)","optional contextual notes (text)"],"output_types":["trend charts and graphs","summary statistics (average mood, variability)","pattern identification (e.g., 'mood lower on Mondays')"],"categories":["data-processing-analysis","mental-health-support"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"high","permissions":["Internet connection for API calls to LLM backend","User account with email or phone verification","Acceptance of terms acknowledging AI is not a substitute for licensed therapy","Stable internet connection","Backend infrastructure with 99.9%+ uptime SLA","LLM API with sub-5-second response latency","User account creation with email or phone","Acceptance of privacy policy","HTTPS/TLS for transport encryption (standard for all web apps)","Persistent user account with session storage"],"failure_modes":["Cannot perform clinical assessment or differential diagnosis — relies on user self-reporting without validation","No ability to detect suicidal ideation with clinical precision or escalate to crisis services automatically","Responses are statistically generated from training data, not grounded in individual clinical history or medication interactions","Cannot provide medication recommendations or adjust treatment plans based on psychiatric complexity","No human oversight during off-hours means harmful AI outputs cannot be caught and corrected in real-time","Asynchronous responses lack the real-time crisis de-escalation that a live therapist can provide","No ability to coordinate with emergency services if user is in immediate danger","Not HIPAA-compliant because Lotus is not a covered entity under HIPAA (no licensed clinician, no healthcare provider status)","Encryption at rest does not prevent law enforcement access via subpoena or warrant","No independent audit or third-party verification of privacy claims — relies on user trust","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"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":"2026-05-24T12:16:31.447Z","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=lotus","compare_url":"https://unfragile.ai/compare?artifact=lotus"}},"signature":"xq9zmPfTn98MAx+4I//balsLAJ2iZ02UL+41VNMmAbNzYMq9IeduwkJqmiB1lgtXUGsh1tRztSjK8Wj3she5AQ==","signedAt":"2026-06-22T16:53:38.397Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/lotus","artifact":"https://unfragile.ai/lotus","verify":"https://unfragile.ai/api/v1/verify?slug=lotus","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"}}