{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_bottell","slug":"bottell","name":"Bottell","type":"agent","url":"https://bottell.ai","page_url":"https://unfragile.ai/bottell","categories":["chatbots-assistants"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_bottell__cap_0","uri":"capability://text.generation.language.conversational.parenting.guidance.generation","name":"conversational parenting guidance generation","description":"Generates contextual parenting advice through multi-turn conversational interactions using a fine-tuned or prompt-engineered LLM backbone. The system maintains conversation history to provide personalized responses based on accumulated context about the child's age, developmental stage, and specific behavioral or health concerns. Responses are formatted in accessible, non-technical language designed to reassure rather than alarm parents.","intents":["Get immediate advice on a child's sleep schedule without waiting for pediatrician availability","Ask sensitive parenting questions in a non-judgmental environment without fear of social stigma","Receive reassurance and validation when unsure if a child's behavior is developmentally normal","Explore multiple perspectives on common parenting dilemmas before consulting professionals"],"best_for":["New or first-time parents seeking quick reassurance on common developmental milestones","Overwhelmed parents needing 24/7 access to guidance outside pediatrician office hours","Parents without immediate access to pediatricians, parenting coaches, or support networks","Budget-conscious families unable to afford professional parenting consultation"],"limitations":["No medical verification or professional oversight — advice may be factually incorrect or contraindicated for specific medical conditions","Cannot diagnose medical or behavioral conditions; relies on parent self-reporting without clinical assessment","Lacks ability to escalate to emergency care or recognize when professional intervention is critical","No persistent memory across sessions in freemium tier — context resets, limiting continuity of personalized guidance","Conversational format may encourage over-reliance on AI rather than professional consultation for serious issues"],"requires":["Internet connection for cloud-based LLM inference","User account (freemium or paid tier)","Ability to articulate parenting concern in natural language text"],"input_types":["natural language text describing parenting situation, child age, behavior, or health concern"],"output_types":["natural language text response with advice, reassurance, or guidance"],"categories":["text-generation-language","chatbots-assistants"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bottell__cap_1","uri":"capability://memory.knowledge.age.aware.developmental.milestone.contextualization","name":"age-aware developmental milestone contextualization","description":"Contextualizes parenting advice based on child age and developmental stage by either storing age metadata in user profiles or extracting age from conversation context. The system maps reported behaviors or concerns against known developmental norms for that age range, allowing it to distinguish between typical developmental variation and potential concerns requiring professional evaluation. This requires either a knowledge base of developmental milestones or integration with pediatric developmental frameworks.","intents":["Determine if a child's behavior is developmentally normal for their age or potentially concerning","Receive age-appropriate guidance tailored to specific developmental stage rather than generic advice","Understand what developmental milestones to expect at the child's current age","Get context-specific reassurance that a behavior is typical for the age group"],"best_for":["Parents of infants and toddlers navigating rapid developmental changes","Parents uncertain whether behaviors are age-appropriate or require intervention","Multi-child households where parents need stage-specific guidance for different children"],"limitations":["Developmental milestone data may be based on population averages and not account for individual variation or cultural differences","Cannot assess actual developmental status without clinical evaluation — relies entirely on parent observation","Freemium tier may not persist child age/profile data across sessions, requiring re-entry each conversation","No integration with pediatric assessment tools or standardized developmental screening instruments"],"requires":["Child age information (provided by user in conversation or stored in profile)","Access to developmental milestone reference data (internal knowledge base or external API)"],"input_types":["child age (numeric or descriptive: 'toddler', '3 years old')","behavioral or developmental concern description"],"output_types":["age-contextualized text response indicating whether behavior is typical for age","developmental milestone information relevant to that age range"],"categories":["memory-knowledge","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bottell__cap_2","uri":"capability://safety.moderation.symptom.to.concern.mapping.with.escalation.flagging","name":"symptom-to-concern mapping with escalation flagging","description":"Maps reported child symptoms or behavioral concerns to potential severity levels and flags situations requiring immediate professional evaluation. The system likely uses pattern matching or rule-based logic to identify red flags (e.g., high fever, difficulty breathing, severe behavioral changes) that warrant urgent medical attention, while distinguishing routine concerns from emergencies. This prevents false reassurance in critical situations and provides liability protection through explicit escalation guidance.","intents":["Determine whether a child's symptom requires immediate medical attention or can be managed at home","Receive clear guidance on when to contact a pediatrician vs. seek emergency care","Avoid dangerous delays in seeking professional help by recognizing serious symptoms early","Get reassurance that minor symptoms don't require emergency intervention"],"best_for":["Parents of young children who may not recognize serious symptoms","First-time parents uncertain about severity thresholds for common illnesses","Parents in areas with limited pediatric access who need guidance on urgency levels"],"limitations":["Rule-based flagging may miss atypical presentations of serious conditions or over-flag benign symptoms","Cannot perform clinical assessment — relies entirely on parent-reported symptoms without vital signs or physical examination","No real-time integration with emergency services; escalation is advisory only","Liability risk if system fails to flag a serious condition or if parent ignores escalation guidance","May create false confidence in parents who receive 'non-emergency' classification for symptoms that later prove serious"],"requires":["Detailed symptom description from parent (fever temperature, duration, associated symptoms)","Internal rule set or knowledge base defining red flags and urgency thresholds","Clear disclaimer language about limitations of AI assessment"],"input_types":["natural language description of child symptoms, duration, severity","vital signs if parent has measured them (temperature, respiratory rate)"],"output_types":["urgency classification (e.g., 'seek immediate emergency care', 'contact pediatrician today', 'monitor at home')","text explanation of reasoning and when to escalate","explicit disclaimer that AI assessment is not medical diagnosis"],"categories":["safety-moderation","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bottell__cap_3","uri":"capability://planning.reasoning.behavioral.concern.pattern.recognition.and.normalization","name":"behavioral concern pattern recognition and normalization","description":"Recognizes common behavioral patterns (tantrums, sleep resistance, aggression, defiance) reported by parents and contextualizes them against typical developmental behavior ranges, helping parents distinguish between normal developmental phases and potential behavioral concerns. The system likely uses pattern matching against a knowledge base of common behavioral scenarios to provide reassurance or suggest when professional evaluation (e.g., pediatric behavioral assessment) may be warranted. Responses emphasize that many behaviors are temporary developmental phases rather than permanent problems.","intents":["Get reassurance that a child's difficult behavior is developmentally normal and temporary","Understand the underlying developmental or emotional drivers of challenging behaviors","Receive practical strategies for managing common behavioral issues without professional intervention","Determine when a behavior pattern suggests need for professional behavioral assessment"],"best_for":["Parents of toddlers and preschoolers experiencing typical developmental behavioral challenges","Parents seeking reassurance and validation rather than clinical diagnosis","Parents wanting to try behavioral management strategies before professional consultation"],"limitations":["Cannot diagnose behavioral or neurodevelopmental conditions (ADHD, autism, anxiety, etc.) — only recognizes surface patterns","Normalization may delay professional evaluation for children with genuine behavioral disorders","Behavioral strategies provided may not be effective for children with underlying medical or neurological conditions","No assessment of parental stress, family dynamics, or environmental factors that may be driving behavior","Freemium tier may limit depth of personalized behavioral guidance or strategy customization"],"requires":["Detailed description of behavioral pattern, frequency, triggers, and context","Child age and developmental stage for context-appropriate normalization","Knowledge base of common behavioral patterns and developmental norms"],"input_types":["natural language description of child behavior, frequency, triggers, parent response","child age and context (e.g., 'started after new sibling', 'during transitions')"],"output_types":["text response indicating whether behavior is developmentally typical","explanation of potential developmental drivers","practical behavioral management strategies","guidance on when professional evaluation may be warranted"],"categories":["planning-reasoning","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bottell__cap_4","uri":"capability://memory.knowledge.multi.turn.conversation.context.persistence.and.personalization","name":"multi-turn conversation context persistence and personalization","description":"Maintains conversation history within a session to provide personalized, context-aware responses that reference previous messages and build on accumulated information about the child and family situation. The system stores conversation state (child age, previous concerns, family structure, parenting approach) to avoid requiring parents to re-explain context in each turn. This enables more natural, efficient conversations and allows the system to track patterns across multiple concerns.","intents":["Have a natural multi-turn conversation without re-explaining the child's age, situation, or previous concerns","Receive increasingly personalized advice as the system learns more about the family situation","Track patterns across multiple parenting concerns (e.g., sleep issues + behavioral issues + feeding concerns)","Build on previous advice and ask follow-up questions without losing context"],"best_for":["Parents with multiple interconnected parenting concerns requiring multi-turn exploration","Parents who want to build an ongoing relationship with the AI assistant over time","Parents seeking deep personalization based on their specific family situation"],"limitations":["Freemium tier likely does NOT persist conversation history across sessions — context resets on new conversation","Paid tier may offer session persistence, but unclear if multi-session persistence is available","No explicit memory of previous conversations across different days/weeks — each session starts fresh","Context window limitations may prevent very long conversations from maintaining early context","No ability to export or review conversation history for later reference"],"requires":["User account to store conversation state","Session-based storage mechanism (in-memory or database)","LLM context window large enough to maintain conversation history (typically 4K-8K tokens minimum)"],"input_types":["sequential natural language messages within a single conversation session"],"output_types":["context-aware natural language responses that reference previous messages","personalized advice based on accumulated family information"],"categories":["memory-knowledge","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bottell__cap_5","uri":"capability://planning.reasoning.parenting.strategy.recommendation.generation","name":"parenting strategy recommendation generation","description":"Generates practical, actionable parenting strategies and techniques for addressing specific challenges (sleep training, potty training, managing tantrums, sibling conflicts, etc.). The system likely retrieves or generates recommendations based on common parenting approaches (e.g., gentle parenting, behavioral approaches, developmental psychology principles) and adapts them to the specific situation described by the parent. Recommendations are formatted as step-by-step guidance with expected timelines and success indicators.","intents":["Get specific, actionable strategies for addressing a parenting challenge without hiring a coach","Understand different approaches to a problem and choose one that fits family values","Learn expected timelines and success indicators for a parenting strategy","Get troubleshooting guidance if an initial strategy isn't working"],"best_for":["Parents wanting to try evidence-based strategies before professional consultation","Budget-conscious parents unable to afford parenting coaches or therapists","Parents seeking multiple strategy options to choose from based on family values"],"limitations":["Strategies are generic and not customized to child's temperament, neurodevelopmental profile, or family circumstances","No follow-up or troubleshooting if strategy fails — parent must re-engage for new suggestions","Strategies may conflict with child's underlying conditions (e.g., sleep training for child with sleep apnea)","No accountability or progress tracking — parent implements strategy in isolation without professional guidance","Freemium tier may provide only basic strategies; advanced customization likely restricted to paid tier"],"requires":["Detailed description of parenting challenge and context","Child age and developmental stage","Knowledge base of parenting strategies and techniques (internal or external)"],"input_types":["natural language description of parenting challenge","child age, temperament, and relevant context"],"output_types":["step-by-step strategy description","expected timeline and success indicators","troubleshooting guidance","explanation of why strategy works"],"categories":["planning-reasoning","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bottell__cap_6","uri":"capability://automation.workflow.freemium.tier.feature.gating.and.upsell.prompting","name":"freemium tier feature gating and upsell prompting","description":"Implements a freemium business model with feature restrictions on the free tier and strategic prompting to encourage upgrade to paid tier. The system likely gates advanced features (deeper personalization, multi-session persistence, priority support, advanced strategies) behind a paywall while providing basic conversational guidance for free. Upsell prompts are triggered contextually (e.g., when user asks for advanced customization or hits usage limits) to encourage conversion.","intents":["Provide free access to basic parenting guidance to maximize user acquisition","Identify high-value users and encourage them to upgrade for advanced features","Monetize the product while maintaining accessibility for budget-conscious parents"],"best_for":["Freemium SaaS business models targeting price-sensitive consumer markets","Products seeking to balance accessibility with revenue generation"],"limitations":["Free tier restrictions may frustrate users and drive churn if limitations are too aggressive","Unclear what specific features are gated vs. available on free tier","Upsell prompting may feel manipulative if poorly timed or excessive","Free tier may provide insufficient value to establish habit formation before paywall","Conversion rate and pricing strategy unknown — unclear if freemium model is sustainable"],"requires":["User authentication system to track tier status","Feature flag or conditional logic to gate paid features","Payment processing infrastructure for subscription management"],"input_types":["user tier status (free vs. paid)","usage metrics and feature requests"],"output_types":["feature availability (enabled/disabled based on tier)","contextual upsell prompts and pricing information"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["Internet connection for cloud-based LLM inference","User account (freemium or paid tier)","Ability to articulate parenting concern in natural language text","Child age information (provided by user in conversation or stored in profile)","Access to developmental milestone reference data (internal knowledge base or external API)","Detailed symptom description from parent (fever temperature, duration, associated symptoms)","Internal rule set or knowledge base defining red flags and urgency thresholds","Clear disclaimer language about limitations of AI assessment","Detailed description of behavioral pattern, frequency, triggers, and context","Child age and developmental stage for context-appropriate normalization"],"failure_modes":["No medical verification or professional oversight — advice may be factually incorrect or contraindicated for specific medical conditions","Cannot diagnose medical or behavioral conditions; relies on parent self-reporting without clinical assessment","Lacks ability to escalate to emergency care or recognize when professional intervention is critical","No persistent memory across sessions in freemium tier — context resets, limiting continuity of personalized guidance","Conversational format may encourage over-reliance on AI rather than professional consultation for serious issues","Developmental milestone data may be based on population averages and not account for individual variation or cultural differences","Cannot assess actual developmental status without clinical evaluation — relies entirely on parent observation","Freemium tier may not persist child age/profile data across sessions, requiring re-entry each conversation","No integration with pediatric assessment tools or standardized developmental screening instruments","Rule-based flagging may miss atypical presentations of serious conditions or over-flag benign symptoms","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.2833333333333333,"quality":0.63,"ecosystem":0.15000000000000002,"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":"2026-05-24T12:16:29.715Z","last_scraped_at":"2026-04-05T13:23:42.562Z","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=bottell","compare_url":"https://unfragile.ai/compare?artifact=bottell"}},"signature":"JazjUbIypYSDN23q7A4HRTC9aZFn4tTfRMvKyq7NRPZUxkpiEcwZaPIDZv5JeNKUquef1qWySdACKyIQ3U1PBA==","signedAt":"2026-06-21T17:20:41.543Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/bottell","artifact":"https://unfragile.ai/bottell","verify":"https://unfragile.ai/api/v1/verify?slug=bottell","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"}}