{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_kome-summarizer","slug":"kome-summarizer","name":"Kome Summarizer","type":"product","url":"https://kome.ai","page_url":"https://unfragile.ai/kome-summarizer","categories":["text-writing"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_kome-summarizer__cap_0","uri":"capability://text.generation.language.multi.format.article.summarization.with.unified.interface","name":"multi-format article summarization with unified interface","description":"Accepts raw article text or URLs and generates abstractive summaries by processing content through a language model pipeline that extracts key semantic information and reconstructs it in condensed form. The unified interface abstracts away format-specific parsing, routing article inputs through a common preprocessing layer before summarization, enabling users to summarize blog posts, news articles, and long-form content without format-specific configuration.","intents":["I need to quickly understand the main points of a 5000-word article without reading it all","I want to batch-process multiple article URLs and get summaries in one place","I need summaries of articles from different news sources with consistent output format"],"best_for":["news aggregators building content curation workflows","researchers conducting literature reviews across multiple sources","students needing quick comprehension of assigned readings"],"limitations":["No control over summary length — fixed output size may be too brief for complex topics or too verbose for quick scanning","Abstractive summarization can hallucinate or misrepresent nuance in source material, especially for opinion pieces","Requires article to be publicly accessible or directly pasted; no support for paywalled or authentication-required content","No extractive highlighting of original source sentences, limiting traceability to original claims"],"requires":["Internet connectivity for URL-based article fetching","Article content in text or HTML format","Active Kome account (freemium tier available)"],"input_types":["plain text","article URL","HTML content"],"output_types":["text summary","structured metadata (title, source, summary)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_kome-summarizer__cap_1","uri":"capability://text.generation.language.video.transcript.extraction.and.summarization","name":"video transcript extraction and summarization","description":"Processes video content by extracting or retrieving transcripts (likely via YouTube API or embedded captions) and applying summarization to the transcript text, condensing video content into text summaries without requiring manual viewing. The capability depends on transcript availability and routes transcript text through the same abstractive summarization pipeline as article content.","intents":["I watched a 45-minute conference talk and need a 2-minute summary of key takeaways","I want to quickly scan what a YouTube video covers before deciding to watch it","I need to extract and summarize key points from multiple tutorial videos for documentation"],"best_for":["content creators managing large video libraries","students reviewing lecture recordings","researchers analyzing video-based interviews or presentations"],"limitations":["Transcript-dependent — videos without captions, transcripts, or in non-English languages cannot be summarized","Visual-only information (diagrams, animations, on-screen graphics) is lost in transcript-based summarization","YouTube API rate limits and authentication requirements may constrain batch processing of multiple videos","No speaker identification or multi-speaker dialogue attribution in summaries"],"requires":["Video URL (likely YouTube or platform with public transcripts)","Transcript availability (auto-generated or manually provided captions)","Internet connectivity for transcript retrieval"],"input_types":["video URL","video transcript (text)"],"output_types":["text summary","structured metadata (video title, duration, summary)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_kome-summarizer__cap_2","uri":"capability://text.generation.language.social.media.post.summarization.with.platform.specific.parsing","name":"social media post summarization with platform-specific parsing","description":"Accepts tweet URLs, tweet text, or social media post content and generates concise summaries by parsing platform-specific formatting (hashtags, mentions, threading) and condensing the content through the summarization model. The capability handles the unique constraints of social media (character limits, fragmented threading) by reconstructing context before summarization.","intents":["I want to understand the main point of a Twitter thread without reading all 15 tweets","I need to quickly scan trending topics and summarize what people are saying","I'm monitoring a hashtag and need summaries of the most relevant posts"],"best_for":["social media researchers analyzing discourse and trends","community managers monitoring brand mentions and sentiment","news aggregators tracking breaking news on Twitter/X"],"limitations":["Thread reconstruction may lose context or misinterpret reply chains, especially in complex multi-author discussions","Sarcasm, irony, and cultural references common in social media may be misinterpreted by summarization model","No sentiment analysis or stance detection — summaries are neutral but may miss the emotional intent of posts","Private or deleted tweets cannot be summarized; rate limits on social media API access may constrain batch processing"],"requires":["Tweet URL or direct text input","Public tweet visibility (private accounts not supported)","Internet connectivity for URL-based tweet fetching"],"input_types":["tweet URL","tweet text","social media post content"],"output_types":["text summary","structured metadata (author, timestamp, summary)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_kome-summarizer__cap_3","uri":"capability://text.generation.language.news.feed.aggregation.and.batch.summarization","name":"news feed aggregation and batch summarization","description":"Ingests multiple news articles from RSS feeds, news APIs, or manual URL lists and generates summaries for each article in a single batch operation, returning a consolidated view of summarized news content. The capability likely implements feed polling or webhook integration to fetch new articles and applies summarization asynchronously to avoid blocking on long-running operations.","intents":["I want a daily digest of summarized news from 10 different sources without reading each article","I need to monitor a specific topic across multiple news outlets and see summaries of all relevant articles","I'm building a news curation app and need an API to batch-summarize articles"],"best_for":["news aggregator applications and services","corporate intelligence teams tracking industry news","content curators building personalized news digests"],"limitations":["Batch processing latency — summarizing 50+ articles may take minutes, unsuitable for real-time news alerts","No deduplication of similar articles across sources, leading to redundant summaries","Feed parsing fragility — changes to RSS feed structure or news site HTML can break article extraction","No filtering by topic, source credibility, or relevance — all articles in feed are summarized equally"],"requires":["RSS feed URLs or news API credentials","Batch processing quota (freemium tier may have limits)","Scheduled execution mechanism (cron job, webhook, or manual trigger)"],"input_types":["RSS feed URL","news API endpoint","list of article URLs"],"output_types":["batch summary results (JSON or CSV)","structured article metadata with summaries"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_kome-summarizer__cap_4","uri":"capability://text.generation.language.customizable.summary.length.and.tone.control","name":"customizable summary length and tone control","description":"Provides user-facing controls to adjust summary output characteristics such as length (brief, medium, detailed) and tone (neutral, executive summary, casual) by parameterizing the summarization prompt or post-processing the generated summary. The implementation likely uses prompt engineering or token-length constraints to enforce output characteristics without retraining the underlying model.","intents":["I need a one-sentence summary for a quick scan, not a paragraph","I want an executive summary with key metrics and decisions, not a narrative overview","I need the summary in a casual tone for a blog post, not formal business language"],"best_for":["power users who need fine-grained control over summary output","teams with diverse use cases (executives need different summaries than analysts)","content creators adapting summaries for different audiences"],"limitations":["Limited customization options compared to enterprise tools — likely only 2-3 length presets and 2-3 tone options","Tone control is approximate and may not reliably produce desired voice, especially for specialized tones (legal, technical, humorous)","No ability to specify focus areas or key topics to prioritize in summary","Customization options only available on paid tiers (freemium tier may have fixed summary style)"],"requires":["Paid Kome account (likely premium tier)","Content already submitted for summarization"],"input_types":["summary length preference (enum: brief, medium, detailed)","tone preference (enum: neutral, executive, casual)"],"output_types":["customized text summary"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_kome-summarizer__cap_5","uri":"capability://automation.workflow.freemium.tier.with.usage.based.quota.management","name":"freemium tier with usage-based quota management","description":"Implements a freemium business model with a free tier offering limited monthly summarization quota (likely 10-50 summaries per month) and paid tiers with higher limits or unlimited access. The quota system is enforced server-side by tracking API calls per user account and returning rate-limit errors when quota is exceeded, with clear visibility into remaining quota in the UI.","intents":["I want to try the tool without paying to see if it fits my workflow","I need occasional summarization for personal use and don't want to pay for a subscription","I'm evaluating multiple summarization tools and need a low-friction trial"],"best_for":["casual users and students with light summarization needs","teams evaluating the tool before committing to paid plans","individuals building side projects who want free tooling"],"limitations":["Freemium quota is restrictive for power users — 10-50 summaries/month is insufficient for daily news aggregation or research workflows","Quota resets on monthly cycle, creating artificial scarcity and potential workflow disruption mid-project","No granular quota allocation — all content types (articles, videos, tweets) consume the same quota","Freemium tier likely lacks premium features (customization, batch processing, integrations), creating feature cliff that forces upgrade"],"requires":["Kome account (free signup)","No payment method required for freemium tier"],"input_types":["any supported content type"],"output_types":["summarization results (limited by quota)"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_kome-summarizer__cap_6","uri":"capability://automation.workflow.fast.processing.with.asynchronous.summarization.pipeline","name":"fast processing with asynchronous summarization pipeline","description":"Processes summarization requests asynchronously by queuing content for processing and returning results via polling or webhook callbacks, avoiding blocking on long-running model inference. The architecture likely uses a task queue (Redis, RabbitMQ) to decouple request ingestion from summarization execution, enabling horizontal scaling of summarization workers and fast response times for request acknowledgment.","intents":["I want to submit 20 articles for summarization and get results without waiting for each one to complete","I need summarization results within seconds for a real-time news dashboard","I'm building an integration and need non-blocking API calls"],"best_for":["applications requiring real-time or near-real-time summarization","batch processing workflows with multiple content items","integrations where blocking on summarization would degrade user experience"],"limitations":["Asynchronous processing adds complexity for users — requires polling for results or implementing webhook handlers","No guaranteed latency SLA — processing time depends on queue depth and available worker capacity","Webhook callbacks may fail or be delayed, requiring retry logic and idempotency handling on client side","Results may not be immediately available, unsuitable for synchronous workflows expecting instant responses"],"requires":["Polling mechanism or webhook endpoint for result retrieval","Handling of asynchronous state (job IDs, status tracking)"],"input_types":["content for summarization (article, video, tweet)"],"output_types":["job ID (immediate response)","summary results (via polling or webhook)"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"low","permissions":["Internet connectivity for URL-based article fetching","Article content in text or HTML format","Active Kome account (freemium tier available)","Video URL (likely YouTube or platform with public transcripts)","Transcript availability (auto-generated or manually provided captions)","Internet connectivity for transcript retrieval","Tweet URL or direct text input","Public tweet visibility (private accounts not supported)","Internet connectivity for URL-based tweet fetching","RSS feed URLs or news API credentials"],"failure_modes":["No control over summary length — fixed output size may be too brief for complex topics or too verbose for quick scanning","Abstractive summarization can hallucinate or misrepresent nuance in source material, especially for opinion pieces","Requires article to be publicly accessible or directly pasted; no support for paywalled or authentication-required content","No extractive highlighting of original source sentences, limiting traceability to original claims","Transcript-dependent — videos without captions, transcripts, or in non-English languages cannot be summarized","Visual-only information (diagrams, animations, on-screen graphics) is lost in transcript-based summarization","YouTube API rate limits and authentication requirements may constrain batch processing of multiple videos","No speaker identification or multi-speaker dialogue attribution in summaries","Thread reconstruction may lose context or misinterpret reply chains, especially in complex multi-author discussions","Sarcasm, irony, and cultural references common in social media may be misinterpreted by summarization model","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":"2026-05-24T12:16:31.446Z","last_scraped_at":"2026-04-05T13:23:42.560Z","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=kome-summarizer","compare_url":"https://unfragile.ai/compare?artifact=kome-summarizer"}},"signature":"lrFnrvmL5QGKgXQ0LaoKwoINqLQ5fwHQn6yrRf5R1GerB4xNxgIbBnPujWWaVHrYDu3noddflIuqaxFAk+8lCA==","signedAt":"2026-06-21T00:02:51.037Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/kome-summarizer","artifact":"https://unfragile.ai/kome-summarizer","verify":"https://unfragile.ai/api/v1/verify?slug=kome-summarizer","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"}}