{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_dreamt","slug":"dreamt","name":"Dreamt","type":"product","url":"https://dreamtapp.uk","page_url":"https://unfragile.ai/dreamt","categories":["app-builders"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_dreamt__cap_0","uri":"capability://text.generation.language.voice.to.text.dream.capture.with.immediate.transcription","name":"voice-to-text dream capture with immediate transcription","description":"Converts spoken dream narratives into text immediately upon waking through native voice recording and speech-to-text processing, minimizing memory decay during the critical window when dreams fade rapidly. The system likely uses device-native speech recognition (iOS/Android APIs) or cloud-based ASR to capture raw dream descriptions without requiring manual typing, which is cognitively demanding when users are still in hypnagogic states. This addresses the core user friction of dream journaling — the need to record before memory loss occurs.","intents":["I want to capture my dream immediately upon waking without typing while still groggy","I need to preserve dream details before they fade from memory within minutes","I want a faster way to log dreams than traditional text entry"],"best_for":["Users who wake with vivid dreams and need rapid capture","People with accessibility needs (motor impairment, visual impairment)","Individuals tracking dreams for therapy or personal development"],"limitations":["Speech recognition accuracy degrades with unclear speech, accents, or background noise common in bedrooms","Requires microphone permissions and may have privacy concerns with always-on recording","No multi-language support mentioned — likely English-only ASR, limiting non-native speakers"],"requires":["iOS 14+ or Android 8+ with microphone access","Internet connection for cloud ASR (if not device-local)","Active Dreamt subscription"],"input_types":["audio (WAV, MP3, or native codec)","spoken natural language"],"output_types":["text (transcribed dream narrative)","structured metadata (timestamp, duration, confidence score)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dreamt__cap_1","uri":"capability://data.processing.analysis.dream.pattern.recognition.and.recurring.theme.extraction","name":"dream pattern recognition and recurring theme extraction","description":"Analyzes the persistent dream history database using NLP and semantic similarity to identify recurring symbols, emotional themes, character archetypes, and narrative patterns across multiple dreams over time. The system likely tokenizes dream text, extracts entities (people, places, objects, emotions), computes embeddings for semantic clustering, and flags statistically significant repetitions that would be invisible in single dreams. This transforms raw dream logs into actionable psychological insights by surfacing latent patterns.","intents":["I want to see which symbols or themes appear repeatedly across my dreams","I need to identify emotional patterns in my dreams to understand my subconscious","I want to discover recurring characters or settings in my dream narratives"],"best_for":["Psychology enthusiasts and self-reflection practitioners","Individuals in therapy exploring unconscious patterns","Creative professionals mining dreams for inspiration and recurring motifs"],"limitations":["Pattern detection requires minimum critical mass of dreams (likely 10-20+) before meaningful patterns emerge","Semantic analysis may misinterpret metaphorical or symbolic language unique to individual dreamers","No mention of customizable thresholds — users cannot adjust sensitivity of pattern detection","Language-dependent: non-English dreams may have degraded pattern recognition due to NLP model training"],"requires":["Active Dreamt subscription","Minimum 10-15 recorded dreams in history","English language dreams (implied by UK-focus)"],"input_types":["text (dream narratives from transcription or manual entry)","structured metadata (timestamps, emotional tags if provided)"],"output_types":["structured data (pattern report with frequency counts)","visualization (timeline of recurring themes, symbol frequency charts)","text (natural language summary of identified patterns)"],"categories":["data-processing-analysis","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dreamt__cap_2","uri":"capability://text.generation.language.contextual.ai.reflection.prompts.based.on.dream.content","name":"contextual ai reflection prompts based on dream content","description":"Generates personalized follow-up questions and reflection prompts by analyzing the semantic content of each recorded dream, using NLP to identify key themes, emotions, and narrative elements, then selecting or generating prompts that encourage deeper psychological exploration. Rather than static generic prompts, the system dynamically adapts questions based on detected dream content (e.g., if a dream contains conflict, it prompts about resolution; if it contains flying, it prompts about freedom or control). This creates a guided reflection experience that feels personally relevant.","intents":["I want AI-generated questions that help me understand what my dream means","I need prompts that go deeper into the specific emotions and symbols in my dream","I want structured reflection guidance without having to think of questions myself"],"best_for":["Users new to dream journaling who need guidance on reflection","Psychology-curious individuals exploring Jungian or Freudian dream interpretation","People in therapeutic contexts seeking structured self-inquiry"],"limitations":["AI-generated prompts may miss personal or cultural context unique to the dreamer","No mention of user feedback loop — system likely doesn't learn from which prompts users find valuable","Risk of over-interpretation or suggesting psychological meanings that don't resonate with individual","Prompts are likely template-based with variable substitution rather than truly generative, limiting novelty"],"requires":["Active Dreamt subscription","Recorded dream with sufficient text length (likely 50+ words)","English language dreams"],"input_types":["text (dream narrative)","optional: user-provided emotional tags or themes"],"output_types":["text (3-5 reflection prompts)","structured data (prompt category, relevance score)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dreamt__cap_3","uri":"capability://memory.knowledge.temporal.dream.history.database.with.full.text.search","name":"temporal dream history database with full-text search","description":"Maintains a persistent, searchable database of all recorded dreams indexed by timestamp, allowing users to browse their dream history chronologically, search by keywords or themes, and retrieve specific dreams for comparison or re-analysis. The database likely uses full-text search indexing (inverted indices) to enable fast keyword queries across potentially hundreds of dreams, with metadata tagging (date, emotional tone, characters, locations) to support faceted filtering. This creates a personal dream archive that grows more valuable over time as the corpus expands.","intents":["I want to find a specific dream I recorded weeks ago by searching for a keyword","I need to browse my dreams chronologically to see how my dreams have evolved","I want to compare two dreams from different dates to spot connections"],"best_for":["Long-term dream journal users building a multi-year archive","Researchers or therapists analyzing dream patterns over extended periods","Users who want to revisit and re-interpret old dreams with new perspective"],"limitations":["Search quality depends on transcription accuracy — poor ASR transcriptions reduce findability","No mention of export functionality — dreams may be locked in proprietary database","Subscription-dependent access means losing archive if user cancels (no offline backup mentioned)","Search likely limited to keyword matching; no semantic search across dream meanings"],"requires":["Active Dreamt subscription","Minimum 1 recorded dream","Internet connection for cloud database access"],"input_types":["search query (text string)","filter parameters (date range, emotional tags)"],"output_types":["structured data (dream records with metadata)","text (dream narratives)","visualization (timeline view, calendar heatmap of dream frequency)"],"categories":["memory-knowledge","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dreamt__cap_4","uri":"capability://text.generation.language.ai.generated.dream.interpretation.and.symbolic.analysis","name":"ai-generated dream interpretation and symbolic analysis","description":"Provides AI-generated interpretations of dream content using language models fine-tuned or prompted with psychological frameworks (Jungian archetypes, Freudian symbolism, cognitive-behavioral dream theory). The system analyzes dream narratives to identify symbolic elements, emotional undertones, and potential psychological meanings, then generates natural language interpretations that contextualize the dream within known psychological frameworks. This likely uses prompt engineering or fine-tuning to ensure interpretations are thoughtful rather than superficial.","intents":["I want an AI interpretation of what my dream might mean psychologically","I need help understanding the symbolism in my dream","I want to explore different psychological perspectives on my dream"],"best_for":["Psychology enthusiasts exploring dream symbolism","Individuals in therapy seeking additional perspective on dreams","Creative professionals interested in Jungian shadow work or archetypal analysis"],"limitations":["AI interpretations are speculative and should not replace professional psychological analysis","Risk of confirmation bias — users may over-weight AI interpretations that resonate emotionally","Interpretations may reflect training data biases (Western psychological frameworks may not apply to all cultures)","No mention of disclaimers or safeguards against users treating AI interpretation as clinical diagnosis","Likely uses generic LLM (GPT-3.5/4 or similar) rather than specialized dream analysis model"],"requires":["Active Dreamt subscription","Recorded dream with sufficient detail (likely 100+ words)","English language dreams"],"input_types":["text (dream narrative)","optional: user-provided emotional context or questions"],"output_types":["text (natural language interpretation)","structured data (identified symbols, psychological frameworks applied)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dreamt__cap_5","uri":"capability://data.processing.analysis.emotional.tone.tagging.and.mood.tracking.across.dreams","name":"emotional tone tagging and mood tracking across dreams","description":"Automatically detects and tags the emotional tone of each dream (fear, joy, anxiety, confusion, etc.) using sentiment analysis and emotion classification NLP models, enabling users to track emotional patterns in their dreams over time. The system likely uses pre-trained emotion classifiers or fine-tuned models to extract emotional valence and specific emotion categories from dream text, then visualizes emotional trends (e.g., 'anxiety dreams increasing over past month'). This creates a quantifiable emotional dimension to dream analysis.","intents":["I want to see if my dreams are becoming more anxious or positive over time","I need to identify which emotions dominate my dream life","I want to correlate my dream emotions with real-world events or stress levels"],"best_for":["Users tracking mental health and emotional patterns","Individuals in therapy exploring emotional regulation","People interested in correlating dream emotions with waking life stress"],"limitations":["Emotion detection accuracy varies with dream complexity — mixed-emotion dreams may be misclassified","No mention of user correction or feedback loop — system cannot learn from misclassifications","Emotion categories are likely Western/English-centric and may not capture non-Western emotional concepts","No integration with external mood tracking or stress data — correlation analysis is manual"],"requires":["Active Dreamt subscription","Minimum 5-10 recorded dreams for meaningful trend analysis","English language dreams"],"input_types":["text (dream narrative)"],"output_types":["structured data (emotion tags with confidence scores)","visualization (emotion timeline, emotion frequency distribution)","text (emotional trend summary)"],"categories":["data-processing-analysis","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dreamt__cap_6","uri":"capability://automation.workflow.guided.dream.journaling.workflow.with.structured.prompts","name":"guided dream journaling workflow with structured prompts","description":"Provides a step-by-step workflow that guides users through dream documentation with sequential prompts (e.g., 'What was the setting?', 'Who was present?', 'How did you feel?', 'What happened?'), ensuring comprehensive capture of dream details. The workflow likely uses conditional branching based on user responses to adapt follow-up questions, and may include optional fields for sketching, emotional rating, or symbolic elements. This structured approach reduces cognitive load and ensures consistent data capture across all dreams.","intents":["I want a guided process to ensure I capture all important details about my dream","I need help organizing my dream narrative into a coherent structure","I want to remember to note specific elements like emotions, characters, and settings"],"best_for":["Users new to dream journaling who need structure","People who want consistent, comparable dream records","Individuals who struggle with free-form writing or organization"],"limitations":["Rigid workflow may feel constraining to experienced dream journalists who prefer free-form capture","Conditional branching logic not described — unclear how adaptive the workflow truly is","No mention of ability to skip steps or customize the workflow","May introduce bias by emphasizing certain dream elements over others"],"requires":["Active Dreamt subscription","iOS or Android app access","5-10 minutes per dream entry"],"input_types":["text (voice transcription or manual typing)","optional: emotional ratings, sketches, symbolic tags"],"output_types":["structured data (dream record with standardized fields)","text (organized dream narrative)"],"categories":["automation-workflow","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dreamt__cap_7","uri":"capability://automation.workflow.subscription.gated.access.with.user.authentication","name":"subscription-gated access with user authentication","description":"Implements a paid subscription model with user account management, authentication, and access control to all core features (voice capture, AI analysis, dream history). The system likely uses standard OAuth or email/password authentication, stores user credentials securely, and enforces subscription validation on each API call. This creates a revenue model but also introduces friction for new users and potential churn risk.","intents":["I want to create a secure personal account for my dream journal","I need to manage my subscription and billing","I want my dreams to be private and only accessible to me"],"best_for":["Users willing to pay for specialized dream journaling","Privacy-conscious individuals who want encrypted personal data","Individuals committed to long-term dream tracking"],"limitations":["Paid-only model with no freemium tier limits user acquisition and trial conversion","No mention of free trial period — users must commit to subscription before experiencing value","Subscription dependency means loss of access to dream history if user cancels","No mention of data export or portability — users may be locked into platform"],"requires":["Valid email address","Payment method (credit card, Apple Pay, Google Pay)","Internet connection for authentication"],"input_types":["credentials (email, password)","payment information"],"output_types":["authentication token","subscription status","access control permissions"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["iOS 14+ or Android 8+ with microphone access","Internet connection for cloud ASR (if not device-local)","Active Dreamt subscription","Minimum 10-15 recorded dreams in history","English language dreams (implied by UK-focus)","Recorded dream with sufficient text length (likely 50+ words)","English language dreams","Minimum 1 recorded dream","Internet connection for cloud database access","Recorded dream with sufficient detail (likely 100+ words)"],"failure_modes":["Speech recognition accuracy degrades with unclear speech, accents, or background noise common in bedrooms","Requires microphone permissions and may have privacy concerns with always-on recording","No multi-language support mentioned — likely English-only ASR, limiting non-native speakers","Pattern detection requires minimum critical mass of dreams (likely 10-20+) before meaningful patterns emerge","Semantic analysis may misinterpret metaphorical or symbolic language unique to individual dreamers","No mention of customizable thresholds — users cannot adjust sensitivity of pattern detection","Language-dependent: non-English dreams may have degraded pattern recognition due to NLP model training","AI-generated prompts may miss personal or cultural context unique to the dreamer","No mention of user feedback loop — system likely doesn't learn from which prompts users find valuable","Risk of over-interpretation or suggesting psychological meanings that don't resonate with individual","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"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":"2026-05-24T12:16:30.283Z","last_scraped_at":"2026-04-05T13:23:42.561Z","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=dreamt","compare_url":"https://unfragile.ai/compare?artifact=dreamt"}},"signature":"VRzqozBvIVZaHi5ErM03rfudj/+D9xOlNhuJZYeI95gJcadtiaJ8MX60nlq2SyfviUB5KOjTG1hLGu1+Q5iqAw==","signedAt":"2026-06-21T02:24:24.203Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/dreamt","artifact":"https://unfragile.ai/dreamt","verify":"https://unfragile.ai/api/v1/verify?slug=dreamt","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"}}