{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_lookie","slug":"lookie","name":"Lookie","type":"product","url":"https://www.lookie.so","page_url":"https://unfragile.ai/lookie","categories":["text-writing"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_lookie__cap_0","uri":"capability://productivity.youtube.video.to.text.transcription","name":"youtube video to text transcription","description":"Automatically extracts and transcribes audio content from YouTube videos into readable text format. Converts spoken content into a searchable, editable transcript that serves as the foundation for further processing.","intents":["I want to read what was said in a video instead of watching it","I need a text version of a video for accessibility purposes","I want to search through video content by keywords"],"best_for":["educators","students","content creators","accessibility-focused users"],"limitations":["Accuracy depends on audio quality and speaker clarity","May struggle with heavy accents, background noise, or poor audio","Cannot extract visual information or on-screen text"],"requires":["YouTube video URL","video with audible speech"],"input_types":["YouTube URL"],"output_types":["plain text transcript"],"categories":["productivity","writing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lookie__cap_1","uri":"capability://productivity.intelligent.key.insight.extraction","name":"intelligent key insight extraction","description":"Analyzes video transcripts to identify and extract the most important concepts, takeaways, and learning points. Uses AI to distinguish between core content and filler material.","intents":["I want to know the main points without watching the entire video","I need to extract actionable takeaways from educational content","I want to identify the most important concepts to study"],"best_for":["students","educators","knowledge workers","busy professionals"],"limitations":["Extraction quality varies based on video structure and clarity","Educational content performs better than unstructured or entertainment videos","May miss nuanced or implicit insights"],"requires":["video transcript","educational or instructional content"],"input_types":["YouTube URL","video transcript"],"output_types":["structured list of key insights"],"categories":["productivity","writing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lookie__cap_2","uri":"capability://productivity.learning.card.generation","name":"learning card generation","description":"Converts extracted insights into visually formatted, bite-sized learning cards optimized for quick consumption and retention. Each card presents a single concept with supporting details in a scannable format.","intents":["I want to create flashcard-style study materials from videos","I need to format learning content for quick review","I want to break down complex topics into digestible chunks"],"best_for":["students","educators","online course creators","micro-learning advocates"],"limitations":["Limited customization options for card styling or branding","Card format may not suit all types of content","Visual design is standardized without personalization options"],"requires":["extracted key insights","educational content"],"input_types":["key insights","video concepts"],"output_types":["formatted learning cards (visual)"],"categories":["productivity","writing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lookie__cap_3","uri":"capability://productivity.social.media.card.optimization","name":"social media card optimization","description":"Formats learning cards specifically for sharing across social platforms like TikTok, Instagram, and Twitter. Optimizes dimensions, text length, and visual hierarchy for maximum engagement on each platform.","intents":["I want to share learning content on social media","I need to repurpose educational videos for TikTok or Instagram","I want to increase discoverability of my educational content"],"best_for":["content creators","educators","social media managers","influencers"],"limitations":["Platform-specific optimization may be limited to major social networks","Branding customization options are restricted","May not preserve complex formatting or specialized content"],"requires":["learning cards","social media sharing intent"],"input_types":["formatted learning cards"],"output_types":["platform-optimized social media graphics"],"categories":["productivity","writing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lookie__cap_4","uri":"capability://productivity.batch.video.processing","name":"batch video processing","description":"Processes multiple YouTube videos in sequence to generate learning cards for an entire course, playlist, or content series. Enables bulk transformation of long-form content into micro-learning resources.","intents":["I want to convert an entire course into study cards","I need to process multiple videos without doing each one manually","I want to create a library of learning resources from a playlist"],"best_for":["educators","course creators","content aggregators"],"limitations":["Processing time scales with number of videos","Consistency across multiple cards may vary","Requires managing multiple outputs"],"requires":["multiple YouTube URLs","batch processing capability"],"input_types":["YouTube playlist URL or multiple video URLs"],"output_types":["multiple learning card sets"],"categories":["productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lookie__cap_5","uri":"capability://productivity.video.content.summarization","name":"video content summarization","description":"Creates concise, natural-language summaries of entire videos that capture the core message and main points. Produces readable overviews suitable for quick reference or sharing.","intents":["I want a one-paragraph summary of what a video covers","I need to decide if a video is worth watching","I want to share the gist of a video without the full content"],"best_for":["busy professionals","students","content curators"],"limitations":["Summary length and detail level may not be customizable","Complex or multi-topic videos may produce less coherent summaries","May oversimplify nuanced content"],"requires":["video transcript or audio"],"input_types":["YouTube URL"],"output_types":["text summary"],"categories":["productivity","writing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lookie__cap_6","uri":"capability://productivity.shareable.content.link.generation","name":"shareable content link generation","description":"Creates direct links to generated learning cards that can be shared with others. Enables easy distribution of study materials without requiring recipients to process the original video.","intents":["I want to send learning cards to classmates or colleagues","I need to share study materials via link","I want to make my learning resources discoverable to others"],"best_for":["educators","students","content creators"],"limitations":["Link persistence depends on platform stability","May have sharing restrictions or access controls","Limited customization of shared link appearance"],"requires":["generated learning cards"],"input_types":["learning card content"],"output_types":["shareable URLs"],"categories":["productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lookie__cap_7","uri":"capability://productivity.educational.content.classification","name":"educational content classification","description":"Automatically categorizes and tags extracted learning content by subject, difficulty level, or topic. Helps organize and discover related learning materials.","intents":["I want to organize learning cards by subject or topic","I need to find related educational content","I want to tag content for better searchability"],"best_for":["educators","students","course creators"],"limitations":["Classification accuracy depends on content clarity","May not recognize specialized or niche topics","Custom tagging options may be limited"],"requires":["extracted content","educational material"],"input_types":["learning cards","video content"],"output_types":["categorized tags","topic labels"],"categories":["productivity"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":43,"verified":false,"data_access_risk":"low","permissions":["YouTube video URL","video with audible speech","video transcript","educational or instructional content","extracted key insights","educational content","learning cards","social media sharing intent","multiple YouTube URLs","batch processing capability"],"failure_modes":["Accuracy depends on audio quality and speaker clarity","May struggle with heavy accents, background noise, or poor audio","Cannot extract visual information or on-screen text","Extraction quality varies based on video structure and clarity","Educational content performs better than unstructured or entertainment videos","May miss nuanced or implicit insights","Limited customization options for card styling or branding","Card format may not suit all types of content","Visual design is standardized without personalization options","Platform-specific optimization may be limited to major social networks","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.77,"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":"2026-04-05T13:23:42.546Z","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=lookie","compare_url":"https://unfragile.ai/compare?artifact=lookie"}},"signature":"3FJfwSFFqJ35Bbt29ZLpmPXEg2WL1rxPcx87RqXeeLBMMeg/qlay6kTdGEr4M5hmuHmz4X7gR8aDnGg7wHQ4Cg==","signedAt":"2026-06-20T00:32:00.789Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/lookie","artifact":"https://unfragile.ai/lookie","verify":"https://unfragile.ai/api/v1/verify?slug=lookie","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"}}