{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_playlistname-ai","slug":"playlistname-ai","name":"PlaylistName AI","type":"webapp","url":"https://www.playlistnameai.com","page_url":"https://unfragile.ai/playlistname-ai","categories":["voice-audio"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_playlistname-ai__cap_0","uri":"capability://text.generation.language.mood.conditioned.playlist.name.generation","name":"mood-conditioned playlist name generation","description":"Generates creative playlist titles by conditioning a language model on user-specified mood descriptors and optional genre tags. The system likely uses prompt engineering to inject mood context into the LLM's generation pipeline, producing thematically coherent names that reflect emotional tone rather than generic title templates. The implementation appears to be a single-turn API call to a hosted LLM (likely OpenAI or similar) with mood-specific system prompts that guide output toward creative, contextually appropriate suggestions.","intents":["I need creative playlist names that match the emotional vibe of my curated tracks","I want to quickly brainstorm multiple naming options without manual effort","I need playlist titles that reflect specific moods like 'melancholic', 'energetic', or 'nostalgic' rather than generic categories"],"best_for":["casual music listeners creating personal playlists on Spotify or Apple Music","content creators building mood-based music collections for streaming","DJs or playlist curators who need rapid ideation for thematic collections"],"limitations":["Output quality degrades significantly with vague or non-specific mood inputs; requires precise mood descriptors to produce coherent results","No persistent history or favorites system; users must manually copy/paste generated names to external tools","Single-turn generation only; no iterative refinement or regeneration with modified parameters within the same session","No batch processing; each playlist requires a separate API call and manual input"],"requires":["Web browser with JavaScript enabled","No authentication or API keys required for end users","Internet connectivity to reach hosted LLM inference service"],"input_types":["text (mood descriptor, e.g., 'chill', 'aggressive', 'romantic')","text (optional genre tag, e.g., 'indie', 'hip-hop', 'electronic')"],"output_types":["text (generated playlist name suggestions, typically 3-10 options per request)"],"categories":["text-generation-language","creative-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_playlistname-ai__cap_1","uri":"capability://text.generation.language.genre.aware.mood.to.name.mapping","name":"genre-aware mood-to-name mapping","description":"Optionally incorporates music genre context into the name generation process, allowing the LLM to produce titles that are both mood-appropriate and genre-coherent. The system likely uses genre as a secondary conditioning signal in the prompt, ensuring generated names align with stylistic conventions of the specified genre (e.g., hip-hop playlists receive names with different linguistic patterns than classical playlists). This prevents tone-deaf suggestions where a generated name might be thematically correct but stylistically mismatched.","intents":["I want playlist names that match both the mood AND the musical style of my tracks","I need genre-specific naming conventions (e.g., hip-hop slang vs. classical terminology)","I want to avoid generic names that don't reflect the actual genre of the playlist"],"best_for":["music curators working across multiple genres who need contextually appropriate naming","playlist creators who want names that signal genre identity to potential listeners"],"limitations":["Genre support is likely limited to common categories; niche or hybrid genres may not be well-represented in the training data","No validation that generated names actually align with genre conventions; relies entirely on LLM's learned associations","Genre input is optional, so users may not realize the impact of including it, leading to inconsistent results"],"requires":["Web browser with JavaScript enabled","Knowledge of the primary genre of the playlist being named"],"input_types":["text (mood descriptor)","text (optional genre tag from predefined or free-form list)"],"output_types":["text (genre-aware playlist name suggestions)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_playlistname-ai__cap_2","uri":"capability://text.generation.language.zero.friction.web.based.name.ideation.interface","name":"zero-friction web-based name ideation interface","description":"Provides a lightweight, no-signup web interface for rapid playlist name generation without authentication, account creation, or API key management. The UI likely consists of simple input fields for mood and genre, a submit button, and a results display area. The implementation prioritizes minimal cognitive load and instant gratification, with results returned in under 2 seconds. No persistent state is maintained, making each session stateless and reducing backend infrastructure requirements.","intents":["I want to quickly generate playlist names without creating an account or providing personal information","I need instant results without waiting for authentication or onboarding flows","I want to experiment with different moods and genres without friction or commitment"],"best_for":["casual users who value speed and simplicity over feature richness","users who are privacy-conscious and prefer not to create accounts","mobile users who need quick access without app installation"],"limitations":["No user accounts means no saved history, favorites, or personalization across sessions","No ability to track usage patterns or provide personalized recommendations","Stateless architecture prevents features like 'regenerate with same inputs' or 'refine previous results'","No rate limiting or usage tracking, potentially exposing the service to abuse or excessive API costs"],"requires":["Web browser (modern, with ES6+ JavaScript support)","Internet connectivity","No authentication credentials or API keys"],"input_types":["text (mood descriptor via text input field)","text (genre via dropdown or text input)"],"output_types":["text (rendered HTML with generated playlist names)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_playlistname-ai__cap_3","uri":"capability://text.generation.language.single.turn.llm.based.creative.suggestion.generation","name":"single-turn llm-based creative suggestion generation","description":"Executes a single API call to a hosted language model (likely OpenAI GPT-3.5 or GPT-4) with a carefully engineered prompt that includes mood and genre context, returning a batch of generated playlist names in a single response. The implementation uses prompt engineering to guide the LLM toward creative, diverse suggestions rather than repetitive or generic outputs. No multi-turn conversation or iterative refinement is supported; each request is independent and stateless.","intents":["I need multiple creative name options generated in a single request","I want diverse suggestions that explore different creative angles for the same mood","I need fast results without waiting for iterative back-and-forth refinement"],"best_for":["users who prefer quantity over quality and can filter suggestions themselves","rapid brainstorming scenarios where multiple options are needed quickly","users who don't want to engage in multi-turn conversation with an AI"],"limitations":["No ability to refine or regenerate based on feedback; if results are unsatisfactory, user must start over with different inputs","LLM hallucination or off-topic generation is possible; no validation that outputs are actually playlist names","Batch size is fixed; users cannot request more or fewer suggestions","No context carryover between requests; each generation is isolated"],"requires":["API access to an LLM service (OpenAI, Anthropic, or similar)","Properly engineered prompt template with mood/genre injection points","Backend service to handle API calls and response formatting"],"input_types":["text (mood descriptor)","text (optional genre)"],"output_types":["text (list of generated playlist names, typically 5-10 suggestions)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":36,"verified":false,"data_access_risk":"low","permissions":["Web browser with JavaScript enabled","No authentication or API keys required for end users","Internet connectivity to reach hosted LLM inference service","Knowledge of the primary genre of the playlist being named","Web browser (modern, with ES6+ JavaScript support)","Internet connectivity","No authentication credentials or API keys","API access to an LLM service (OpenAI, Anthropic, or similar)","Properly engineered prompt template with mood/genre injection points","Backend service to handle API calls and response formatting"],"failure_modes":["Output quality degrades significantly with vague or non-specific mood inputs; requires precise mood descriptors to produce coherent results","No persistent history or favorites system; users must manually copy/paste generated names to external tools","Single-turn generation only; no iterative refinement or regeneration with modified parameters within the same session","No batch processing; each playlist requires a separate API call and manual input","Genre support is likely limited to common categories; niche or hybrid genres may not be well-represented in the training data","No validation that generated names actually align with genre conventions; relies entirely on LLM's learned associations","Genre input is optional, so users may not realize the impact of including it, leading to inconsistent results","No user accounts means no saved history, favorites, or personalization across sessions","No ability to track usage patterns or provide personalized recommendations","Stateless architecture prevents features like 'regenerate with same inputs' or 'refine previous results'","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.2833333333333333,"quality":0.58,"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":"2026-05-24T12:16:32.437Z","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=playlistname-ai","compare_url":"https://unfragile.ai/compare?artifact=playlistname-ai"}},"signature":"EMHDT0V19RFZ03McmMnU3v04MnOxuI/JGhUyfawkS4KLcxs3ieWoLIX0R/+jJpbUTLpwYamjA+xSV2HhnW+sAg==","signedAt":"2026-06-22T05:38:35.315Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/playlistname-ai","artifact":"https://unfragile.ai/playlistname-ai","verify":"https://unfragile.ai/api/v1/verify?slug=playlistname-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"}}