{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-read-ai","slug":"read-ai","name":"Read AI","type":"product","url":"https://www.read.ai/","page_url":"https://unfragile.ai/read-ai","categories":["text-writing","code-editors"],"tags":[],"pricing":{"model":"unknown","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-read-ai__cap_0","uri":"capability://text.generation.language.contextual.meeting.summary.generation","name":"contextual meeting summary generation","description":"This capability utilizes natural language processing to analyze meeting transcripts in real-time, identifying key points, action items, and decisions made during discussions. It employs transformer-based models to ensure accurate context understanding and relevance, allowing users to receive concise summaries tailored to their specific needs. The integration with various video conferencing tools enables seamless operation without manual input.","intents":["How can I quickly summarize my meeting notes for team members?","I need to extract action items from a meeting discussion.","Can I get a brief overview of what was discussed in the last meeting?"],"best_for":["teams that frequently conduct virtual meetings and need quick summaries"],"limitations":["Requires clear audio quality for accurate transcription; may struggle with heavy accents or background noise"],"requires":["API key for integration with conferencing tools","Internet connection"],"input_types":["audio","text"],"output_types":["text"],"categories":["text-generation-language","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-read-ai__cap_1","uri":"capability://text.generation.language.email.content.discovery.and.recommendations","name":"email content discovery and recommendations","description":"This capability analyzes incoming emails using machine learning algorithms to categorize and prioritize content based on user preferences and historical interactions. By leveraging user behavior data, it suggests relevant responses and highlights important messages, streamlining email management. The system continuously learns from user feedback to improve its recommendations over time.","intents":["How can I prioritize my emails based on importance?","Can I get suggestions for responding to specific emails?","I want to discover relevant content from my email threads."],"best_for":["professionals managing high volumes of email communication"],"limitations":["May require user training to optimize recommendations; initial setup can take time"],"requires":["Email client integration","User consent for data access"],"input_types":["email text"],"output_types":["recommended actions","prioritized lists"],"categories":["text-generation-language","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-read-ai__cap_2","uri":"capability://text.generation.language.message.summarization.for.collaboration.tools","name":"message summarization for collaboration tools","description":"This capability processes chat messages from collaboration platforms, extracting essential information and summarizing discussions for quick reference. It uses a combination of sentiment analysis and topic modeling to ensure that the summaries reflect the tone and context of the conversation, making it easier for users to catch up on missed discussions.","intents":["How can I quickly understand the key points from a long chat thread?","I need a summary of the discussions that happened while I was offline.","Can I get a digest of important messages from my team chat?"],"best_for":["remote teams using collaboration tools like Slack or Microsoft Teams"],"limitations":["May miss nuanced discussions if context is not clear; relies on the quality of input data"],"requires":["Integration with chat platforms","User permissions for data access"],"input_types":["chat text"],"output_types":["text"],"categories":["text-generation-language","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-read-ai__cap_3","uri":"capability://text.generation.language.action.item.extraction.from.communications","name":"action item extraction from communications","description":"This capability identifies and extracts actionable tasks from various forms of communication, including emails and meeting notes. It uses natural language understanding to detect verbs and associated subjects, creating a structured list of tasks that can be easily tracked. The system can integrate with project management tools to automate task creation.","intents":["How can I automatically track action items from my meetings?","I want to extract tasks from my email conversations.","Can I get a list of all action items discussed in the last week?"],"best_for":["project managers and team leads overseeing multiple tasks"],"limitations":["Accuracy depends on clear language; may not capture implicit tasks"],"requires":["Integration with project management tools","User permissions for data access"],"input_types":["text"],"output_types":["structured task list"],"categories":["text-generation-language","productivity"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":26,"verified":false,"data_access_risk":"high","permissions":["API key for integration with conferencing tools","Internet connection","Email client integration","User consent for data access","Integration with chat platforms","User permissions for data access","Integration with project management tools"],"failure_modes":["Requires clear audio quality for accurate transcription; may struggle with heavy accents or background noise","May require user training to optimize recommendations; initial setup can take time","May miss nuanced discussions if context is not clear; relies on the quality of input data","Accuracy depends on clear language; may not capture implicit tasks","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.33,"ecosystem":0.35000000000000003,"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":"2026-06-17T09:51:04.048Z","last_scraped_at":"2026-05-03T14:00:20.516Z","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=read-ai","compare_url":"https://unfragile.ai/compare?artifact=read-ai"}},"signature":"+zur8ar8agXLFoDq5e0HOwKtdaQ+LMRg147uSHD+302onS0UJcnjXT8+scT+p85vyie7lJduPZWMrOafJK/dDw==","signedAt":"2026-06-22T01:10:56.746Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/read-ai","artifact":"https://unfragile.ai/read-ai","verify":"https://unfragile.ai/api/v1/verify?slug=read-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"}}