{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_dream-decoder","slug":"dream-decoder","name":"Dream Decoder","type":"webapp","url":"https://dreamdecoder.me","page_url":"https://unfragile.ai/dream-decoder","categories":["chatbots-assistants"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_dream-decoder__cap_0","uri":"capability://text.generation.language.free.tier.dream.interpretation.via.llm.inference","name":"free-tier dream interpretation via llm inference","description":"Processes natural language dream descriptions through a large language model (likely Claude, GPT-3.5, or similar) to generate psychoanalytic interpretations without authentication or API key requirements. The webapp abstracts the LLM backend behind a simple text-input interface, likely using server-side API calls with rate-limiting or quota management to maintain zero-cost operation. Interpretations are generated on-demand with no caching or session persistence, meaning identical dream inputs may produce slightly different outputs due to LLM temperature/sampling variance.","intents":["I want to understand what my dream might mean without paying for a therapist or waiting for an appointment","I need quick, judgment-free feedback on a dream I just had","I want to explore dream symbolism and psychological themes casually"],"best_for":["Curious individuals seeking casual self-reflection without clinical expectations","Budget-conscious users exploring psychology as entertainment","People wanting 24/7 on-demand dream analysis without appointment friction"],"limitations":["No clinical validation — interpretations reflect LLM pattern-matching on training data, not evidence-based psychology","Confirmation bias risk — users may selectively accept interpretations that align with existing beliefs","No personalization across sessions — each interpretation is stateless and generic despite 'personalized' marketing claim","Temperature/sampling variance means identical dreams produce different interpretations, reducing consistency","No accountability or safeguards for users with serious mental health concerns who may delay seeking clinical care"],"requires":["Modern web browser with JavaScript enabled","Internet connection for real-time LLM API calls","No authentication or API key (backend handles all LLM costs)"],"input_types":["plain text (dream narrative, typically 50-500 words)"],"output_types":["plain text (interpretive narrative with psychological themes, typically 200-400 words)"],"categories":["text-generation-language","chatbots-assistants"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dream-decoder__cap_1","uri":"capability://data.processing.analysis.stateless.dream.context.extraction.and.summarization","name":"stateless dream context extraction and summarization","description":"The LLM processes raw dream narratives to identify and extract key symbolic elements, emotional tone, recurring themes, and narrative structure without maintaining user history or cross-session context. The model performs implicit summarization and entity recognition (characters, locations, objects, emotions) within a single inference pass, using prompt engineering to guide the LLM toward psychoanalytic frameworks (Jungian archetypes, Freudian symbolism, etc.). No vector embeddings or semantic indexing is performed; each dream is analyzed in isolation.","intents":["I want the AI to identify the main symbols and themes in my dream","I need help understanding the emotional subtext of what I dreamed","I want to see what patterns or recurring elements the AI notices in my dream"],"best_for":["Users seeking structured analysis of dream components rather than narrative interpretation","People exploring dream symbolism without clinical context","Casual dream journalers wanting quick thematic summaries"],"limitations":["No cross-session pattern detection — cannot identify recurring symbols across multiple dreams because no history is stored","Summarization quality depends entirely on LLM prompt engineering; no fine-tuning on dream-specific datasets","Implicit entity extraction has no validation; the model may hallucinate or misidentify symbolic elements","No user feedback loop to refine extraction accuracy over time","Limited to single-turn analysis; cannot ask follow-up questions or drill into specific symbols"],"requires":["Dream narrative with sufficient detail (minimum ~50 words recommended for meaningful extraction)","LLM with instruction-following capability (GPT-3.5+ or Claude-level models)"],"input_types":["plain text (unstructured dream narrative)"],"output_types":["plain text (structured analysis with identified symbols, themes, emotional tone)"],"categories":["data-processing-analysis","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dream-decoder__cap_2","uri":"capability://text.generation.language.psychoanalytic.framework.application.via.prompt.templates","name":"psychoanalytic framework application via prompt templates","description":"The webapp uses prompt engineering to apply different psychological lenses (Jungian archetypes, Freudian symbolism, cognitive-behavioral, existential) to dream interpretation. The backend likely maintains a set of system prompts or prompt templates that instruct the LLM to interpret dreams through specific theoretical frameworks, possibly allowing users to select which framework to apply. The LLM generates interpretations by pattern-matching dream elements to archetypal or symbolic databases encoded in its training data, without explicit knowledge graphs or rule-based systems.","intents":["I want to understand my dream through a Jungian lens (archetypes, shadow self)","I want a Freudian interpretation focusing on unconscious desires and repression","I want to explore my dream from multiple psychological perspectives"],"best_for":["Psychology enthusiasts exploring different theoretical frameworks","Users interested in comparative dream analysis across schools of thought","People seeking entertainment-level psychological insight without clinical rigor"],"limitations":["No explicit knowledge graph or symbol database — interpretations are purely LLM-generated pattern-matching, not grounded in validated psychological research","Prompt templates may introduce bias toward certain frameworks; no way to verify interpretations against clinical literature","LLM may conflate or misrepresent psychological theories if training data contains inaccurate or pop-psychology sources","No mechanism to flag when a dream requires clinical intervention (e.g., recurring nightmares, trauma-related content)","Framework selection (if available) is likely UI-level only; no deep integration with interpretation logic"],"requires":["LLM with knowledge of major psychological theories (GPT-3.5+, Claude, or similar)","Prompt templates encoding framework-specific instructions"],"input_types":["plain text (dream narrative)","optional: selected psychological framework (Jungian, Freudian, etc.)"],"output_types":["plain text (framework-specific interpretation)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dream-decoder__cap_3","uri":"capability://safety.moderation.confidential.stateless.processing.with.no.user.data.retention","name":"confidential stateless processing with no user data retention","description":"The webapp processes dream inputs without requiring user authentication, account creation, or persistent storage of dream narratives. Each interpretation request is handled as a stateless transaction: the dream text is sent to the LLM backend, an interpretation is generated, and the input/output are not stored in a user database. This design eliminates privacy concerns around data retention and profiling, but also prevents any personalization or cross-session learning. The backend likely implements request-level logging for debugging/monitoring, but these logs are not tied to user identities.","intents":["I want to explore sensitive or embarrassing dreams without worrying about data being stored or tracked","I need dream interpretation without creating an account or providing personal information","I want to use this tool anonymously without any digital footprint"],"best_for":["Users with privacy concerns or those exploring sensitive psychological content","People in regions with strict data protection regulations (GDPR, etc.)","Individuals who distrust cloud-based services with personal data"],"limitations":["No personalization across sessions — each dream is interpreted in isolation without context from previous dreams","No user feedback mechanism to improve interpretations over time","No ability to track dream patterns or recurring themes across multiple sessions","Cannot build user-specific psychological profiles or tailor interpretations to individual history","No way to follow up on previous interpretations or ask clarifying questions","Backend logging may still capture dream content for debugging; true anonymity depends on logging policies (likely not disclosed)"],"requires":["No authentication or account creation","No cookies or persistent client-side storage required","Backend with stateless request handling and no user database"],"input_types":["plain text (dream narrative)"],"output_types":["plain text (interpretation)"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dream-decoder__cap_4","uri":"capability://automation.workflow.24.7.on.demand.interpretation.availability.without.appointment.friction","name":"24/7 on-demand interpretation availability without appointment friction","description":"The webapp provides instant dream interpretation without scheduling, waiting lists, or therapist availability constraints. Interpretations are generated in real-time via LLM inference, typically completing within 5-30 seconds depending on backend load and dream narrative length. The service operates continuously without downtime (assuming standard cloud infrastructure), eliminating the friction of booking therapy appointments weeks in advance. This is purely a UX/availability advantage over human-based services; the interpretation quality is not inherently better, just more accessible.","intents":["I want dream interpretation right now, not weeks from now when a therapist has an opening","I want to explore a dream immediately after waking while it's fresh in my mind","I need dream analysis at 3 AM when traditional services are closed"],"best_for":["Impatient users who value speed over clinical rigor","People in regions with limited access to mental health professionals","Night owls and shift workers needing analysis outside business hours"],"limitations":["Instant availability creates false sense of clinical validity; users may treat AI interpretations as equivalent to therapist guidance","No waiting period means users with serious mental health concerns may not seek professional help","Speed can encourage superficial analysis; users may not reflect deeply on their dreams","24/7 availability is only as reliable as backend infrastructure; outages are possible","No triage or risk assessment; the system cannot identify dreams indicating serious psychological distress"],"requires":["Stable backend infrastructure with <30s response time","LLM API with sufficient throughput to handle concurrent requests","No rate-limiting that would create artificial delays"],"input_types":["plain text (dream narrative)"],"output_types":["plain text (interpretation, typically within 5-30 seconds)"],"categories":["automation-workflow","chatbots-assistants"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dream-decoder__cap_5","uri":"capability://text.generation.language.pop.psychology.interpretation.generation.without.clinical.validation","name":"pop-psychology interpretation generation without clinical validation","description":"The LLM generates dream interpretations using common psychological tropes, archetypal symbolism, and pop-psychology frameworks (e.g., 'falling dreams represent loss of control', 'water symbolizes emotions') without grounding in clinical research or evidence-based psychology. The interpretations are plausible-sounding and psychologically coherent due to the LLM's training on psychology literature, but lack validation against clinical studies or expert review. This approach is cheap and fast but prone to confirmation bias and overgeneralization; users may accept interpretations that align with their existing beliefs without critical evaluation.","intents":["I want a plausible-sounding explanation for my dream, even if it's not clinically validated","I want to explore psychological themes in my dream for entertainment or self-reflection","I want quick feedback on dream symbolism without needing to read psychology textbooks"],"best_for":["Entertainment-focused users who understand AI limitations","Casual dream explorers not seeking clinical guidance","People using dream interpretation as a journaling or self-reflection tool"],"limitations":["Interpretations are not evidence-based; they reflect LLM pattern-matching on training data, not clinical research","High risk of confirmation bias; users may selectively accept interpretations that align with existing beliefs","Pop-psychology explanations may oversimplify complex psychological phenomena","No mechanism to flag when a dream suggests serious mental health concerns (e.g., recurring nightmares, trauma)","Interpretations may reinforce harmful stereotypes or pseudoscientific beliefs (e.g., 'all snakes represent betrayal')","No expert review or fact-checking; inaccuracies propagate unchallenged"],"requires":["LLM trained on psychology literature (including pop-psychology sources)","Prompt engineering to guide toward accessible, non-technical interpretations"],"input_types":["plain text (dream narrative)"],"output_types":["plain text (pop-psychology interpretation, typically 200-400 words)"],"categories":["text-generation-language","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["Modern web browser with JavaScript enabled","Internet connection for real-time LLM API calls","No authentication or API key (backend handles all LLM costs)","Dream narrative with sufficient detail (minimum ~50 words recommended for meaningful extraction)","LLM with instruction-following capability (GPT-3.5+ or Claude-level models)","LLM with knowledge of major psychological theories (GPT-3.5+, Claude, or similar)","Prompt templates encoding framework-specific instructions","No authentication or account creation","No cookies or persistent client-side storage required","Backend with stateless request handling and no user database"],"failure_modes":["No clinical validation — interpretations reflect LLM pattern-matching on training data, not evidence-based psychology","Confirmation bias risk — users may selectively accept interpretations that align with existing beliefs","No personalization across sessions — each interpretation is stateless and generic despite 'personalized' marketing claim","Temperature/sampling variance means identical dreams produce different interpretations, reducing consistency","No accountability or safeguards for users with serious mental health concerns who may delay seeking clinical care","No cross-session pattern detection — cannot identify recurring symbols across multiple dreams because no history is stored","Summarization quality depends entirely on LLM prompt engineering; no fine-tuning on dream-specific datasets","Implicit entity extraction has no validation; the model may hallucinate or misidentify symbolic elements","No user feedback loop to refine extraction accuracy over time","Limited to single-turn analysis; cannot ask follow-up questions or drill into specific symbols","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"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":"2026-05-24T12:16:30.283Z","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=dream-decoder","compare_url":"https://unfragile.ai/compare?artifact=dream-decoder"}},"signature":"avuaJa91pnSsTRowq8Lnz7Da2gx81uM+uwnbjFDiJfoB5TulmjnvkZ/ozLcRae1VWzJD5tH66IC5KkNXmVAlBQ==","signedAt":"2026-06-23T02:06:44.456Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/dream-decoder","artifact":"https://unfragile.ai/dream-decoder","verify":"https://unfragile.ai/api/v1/verify?slug=dream-decoder","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"}}