{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_gistreader","slug":"gistreader","name":"GistReader","type":"webapp","url":"https://gistreader.com","page_url":"https://unfragile.ai/gistreader","categories":["text-writing"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_gistreader__cap_0","uri":"capability://text.generation.language.automatic.article.summarization.with.quota.management","name":"automatic-article-summarization-with-quota-management","description":"Accepts article URLs and generates AI-powered summaries by fetching content, extracting text, and processing through an undisclosed LLM backend with per-tier quota enforcement (100-unlimited summaries/month depending on subscription). The system manages concurrent summarization requests and enforces rate limits, returning cleaned text summaries alongside the original article content for user comparison.","intents":["I need to quickly understand the key points of an article without reading the full text","I want to triage a large backlog of articles and decide which ones deserve deep reading","I need summaries in multiple languages (English, Dutch, Mandarin Chinese) for international content"],"best_for":["busy professionals consuming 50+ articles/month who need rapid information triage","researchers and knowledge workers managing RSS feeds across multiple topics","non-native English readers who benefit from simplified summaries in their language"],"limitations":["Summarization algorithm and underlying LLM model are undisclosed, preventing assessment of accuracy or bias","No documented maximum article length — very long-form content (>10,000 words) may be truncated or fail silently","Summaries often oversimplify complex technical or literary content, losing nuance critical for specialized domains","Latency characteristics unknown — processing time could range from seconds to minutes, blocking user workflows","Language support limited to English, Dutch, and Mandarin Chinese; other languages not supported","Free tier quota unspecified — users cannot predict when they'll hit limits without trial-and-error"],"requires":["Valid article URL (HTTP/HTTPS)","Active GistReader account (free tier available)","Internet connectivity for content fetching and API calls","Supported language for output (English, Dutch, or Mandarin Chinese)"],"input_types":["article URLs (HTTP/HTTPS)","RSS feed URLs (via feed integration)","YouTube video URLs (mechanism for conversion unknown)"],"output_types":["text summary (AI-generated, length unknown)","cleaned article text (ads/distractions removed)","full original article (optional access)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gistreader__cap_1","uri":"capability://automation.workflow.cross.device.content.synchronization.with.state.persistence","name":"cross-device-content-synchronization-with-state-persistence","description":"Maintains a centralized backend state store that syncs user's saved articles, feeds, reading progress, and preferences across web browsers, mobile devices, and desktop clients. When a user saves an article on one device, the cleaned content and summary become immediately available on all other authenticated devices without manual re-fetching or re-processing.","intents":["I want to save an article on my desktop and continue reading the summary on my phone during my commute","I need my feed subscriptions and reading preferences to be consistent across all my devices","I want to pick up where I left off reading an article without losing my place or context"],"best_for":["multi-device users (phone + laptop + tablet) who switch contexts frequently","remote workers and traveling professionals who read across different locations and devices","users with established read-it-later workflows who need seamless continuity"],"limitations":["Sync latency unknown — changes on one device may not appear instantly on others, creating potential inconsistency","No offline reading capability documented — users cannot access saved articles without internet connectivity","All state stored in GistReader backend with no local-first option — high vendor lock-in and data portability risk","No documented conflict resolution for simultaneous edits across devices (e.g., marking article as read on phone while still open on desktop)","Mobile experience unclear — no native iOS/Android apps mentioned, likely web-only responsive design with potential UX friction"],"requires":["Active GistReader account with login credentials","Internet connectivity on all devices","Modern web browser (Chrome, Firefox, Safari, Edge) with cookies/local storage enabled","Same account credentials across all devices"],"input_types":["article URLs","feed subscriptions (OPML format)","user preferences (dark mode, language, etc.)","reading state (position in article, read/unread status)"],"output_types":["synchronized article list across devices","synced reading progress and preferences","consistent UI state (dark mode, layout preferences)"],"categories":["automation-workflow","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gistreader__cap_10","uri":"capability://text.generation.language.multi.language.summarization.with.language.detection","name":"multi-language-summarization-with-language-detection","description":"Supports summarization in three languages (English, Dutch, Mandarin Chinese) with automatic language detection or user-specified language selection. The summarization pipeline processes content in the detected language and returns summaries in the same language, enabling non-English readers to consume content in their preferred language.","intents":["I want to read articles in Dutch or Mandarin Chinese without translating them to English first","I want summaries generated in my native language for better comprehension","I want to consume international news and content in multiple languages"],"best_for":["Dutch-speaking users in Netherlands, Belgium, and Flanders","Mandarin Chinese speakers in China, Taiwan, and Singapore","multilingual users who consume content in multiple languages","international teams with non-English speakers"],"limitations":["Language support limited to three languages — no support for Spanish, French, German, Japanese, or other major languages","Language detection mechanism unknown — may fail on mixed-language content or code snippets","Summarization quality in non-English languages unknown — may be lower quality than English due to model training data imbalance","No documented timeline for additional language support — users in other languages have no roadmap","Character encoding and rendering issues possible for Mandarin Chinese on older browsers","No documented support for right-to-left languages (Arabic, Hebrew) — feature is limited to left-to-right languages"],"requires":["Article content in English, Dutch, or Mandarin Chinese","Active GistReader account","Language preference setting (auto-detect or manual selection)"],"input_types":["article URLs or content in supported languages","language preference (auto-detect or manual)"],"output_types":["summaries in detected or selected language","cleaned article content in original language"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gistreader__cap_11","uri":"capability://data.processing.analysis.opml.feed.export.and.import.for.portability","name":"opml-feed-export-and-import-for-portability","description":"Supports importing feed subscriptions from OPML files (standard format for RSS feed lists) and exporting user's feed subscriptions back to OPML format. This enables users to migrate their feed list to/from other RSS readers without manual re-entry, reducing vendor lock-in.","intents":["I want to import my existing RSS feed subscriptions from Feedly, Inoreader, or another RSS reader","I want to export my GistReader feed list to use in another tool if I decide to switch","I want to back up my feed subscriptions in a portable format"],"best_for":["users migrating from other RSS readers (Feedly, Inoreader, The Old Reader, Miniflux)","users who want to maintain portability and avoid vendor lock-in","users who maintain multiple RSS readers for different purposes"],"limitations":["OPML export not mentioned in documentation — only import is confirmed, creating one-way lock-in","OPML import mechanism unknown — unclear if bulk import or incremental sync, and error handling for malformed files","Feed metadata (categories, tags, custom names) may not be preserved during import/export","No documented support for OPML extensions (custom attributes, feed icons) — only standard OPML format","Export timing unknown — unclear if export is real-time or requires manual trigger","No documented API for programmatic OPML access — users cannot automate feed management"],"requires":["Valid OPML file (exported from another RSS reader)","Active GistReader account","Feed URLs must be publicly accessible"],"input_types":["OPML files (XML format)","individual feed URLs"],"output_types":["imported feed subscriptions","OPML export file (if export is supported)"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gistreader__cap_2","uri":"capability://data.processing.analysis.rss.feed.aggregation.with.automatic.content.cleaning","name":"rss-feed-aggregation-with-automatic-content-cleaning","description":"Accepts OPML feed subscriptions and automatically fetches, parses, and cleans articles from RSS feeds by removing ads, tracking pixels, and non-content elements. Each feed item is processed through a content extraction pipeline that isolates article text, preserves formatting, and renders in a distraction-free format. Cleaned content is then available for summarization or full-text reading.","intents":["I want to subscribe to multiple RSS feeds and read all content in a unified, ad-free interface","I need to import my existing feed subscriptions from another RSS reader without manual re-entry","I want articles from my feeds automatically cleaned of ads and tracking before I read them"],"best_for":["RSS enthusiasts and bloggers who maintain 50+ feed subscriptions","researchers tracking multiple technical blogs, news sources, and industry publications","users migrating from legacy RSS readers (Feedly, The Old Reader) who want a modern interface"],"limitations":["Feed parsing mechanism unknown — may fail silently on malformed RSS/Atom feeds or non-standard formats","Content extraction algorithm undisclosed — may incorrectly identify article text vs. metadata, especially for complex layouts","No documented feed refresh frequency — could be real-time, hourly, or daily, affecting freshness expectations","Maximum feed count varies by tier (100 on Bronze, unlimited on Silver/Gold) — free tier limit unknown","OPML import supported but export not mentioned — potential lock-in if users want to migrate away","No feed categorization or tagging system mentioned — all feeds may appear in a flat list"],"requires":["Valid OPML file (exported from another RSS reader) or individual feed URLs","Active GistReader account","Feed URLs must be publicly accessible (no authentication-gated feeds)","Feeds must be in RSS 2.0, Atom, or similar standard format"],"input_types":["OPML files (bulk feed import)","individual RSS/Atom feed URLs","feed subscription metadata (title, category)"],"output_types":["cleaned article text (ads/tracking removed)","article metadata (title, author, publication date)","feed-organized article list","full article content (optional)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gistreader__cap_3","uri":"capability://data.processing.analysis.youtube.video.content.conversion.and.summarization","name":"youtube-video-content-conversion-and-summarization","description":"Accepts YouTube video URLs and converts video content into readable text format (mechanism unknown — likely transcript extraction or video analysis), then applies the same summarization and cleaning pipeline as article content. Users can read a summary or full transcript of a YouTube video without watching the entire video.","intents":["I want to quickly understand the key points of a YouTube video without watching 30+ minutes of content","I need to search and reference specific information from YouTube videos I've saved","I want to read transcripts of educational or technical videos for faster learning"],"best_for":["students and professionals consuming educational YouTube content (tutorials, lectures, conferences)","researchers analyzing video content for citations or references","users with limited bandwidth or time who need rapid video triage"],"limitations":["Video-to-text conversion mechanism completely undocumented — unclear if using YouTube's auto-generated transcripts, manual transcripts, or video analysis","No support for videos without transcripts — may fail silently or produce poor-quality summaries from audio analysis","Accuracy of summaries from video content unknown — visual elements, demonstrations, and non-verbal communication may be lost","Copyright and fair use implications unknown — no documentation on how GistReader handles copyright-protected video content","Latency for video processing likely higher than articles — no SLA or expected processing time documented","No support for live streams or members-only content mentioned"],"requires":["Valid YouTube video URL (public, non-age-restricted)","Video must have transcript available (auto-generated or manual)","Active GistReader account","Video content must be in supported language (English, Dutch, Mandarin Chinese)"],"input_types":["YouTube video URLs (youtube.com/watch?v=...)"],"output_types":["text transcript or extracted content","AI-generated summary","cleaned, readable format"],"categories":["data-processing-analysis","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gistreader__cap_4","uri":"capability://text.generation.language.ai.podcast.generation.from.article.summaries","name":"ai-podcast-generation-from-article-summaries","description":"Converts article summaries into audio podcast format using text-to-speech or AI narration (provider unknown), generating playable audio files that users can listen to while commuting, exercising, or multitasking. Quota-limited per tier (5-30 podcasts/month), suggesting backend resource constraints or licensing costs for audio generation.","intents":["I want to listen to article summaries as podcasts while driving or exercising","I need audio versions of content for accessibility or learning preference reasons","I want to consume more content by converting reading time into listening time"],"best_for":["commuters and travelers who have audio time but limited reading time","users with visual impairments or reading fatigue who prefer audio consumption","multitaskers who want to consume content while doing other activities (exercise, cooking, chores)"],"limitations":["Text-to-speech provider and quality unknown — audio may sound robotic or unnatural, affecting listening experience","Quota severely limited (5-30 podcasts/month) — suggests high backend cost or licensing restrictions, making feature impractical for heavy users","No documented audio quality, bitrate, or format — unclear if MP3, AAC, or streaming format","Podcast length unknown — unclear if full summary or shortened version is narrated","No offline download capability mentioned — users may need to stream audio, requiring constant connectivity","No podcast feed or subscription mechanism mentioned — users cannot subscribe to auto-generated podcasts","Latency for audio generation unknown — could take minutes, blocking user workflows"],"requires":["Active GistReader account with podcast quota remaining","Article summary must exist (generated via summarization capability)","Audio playback device (phone, tablet, computer, or smart speaker)","Internet connectivity for streaming (offline download not mentioned)"],"input_types":["article summaries (text)","article titles and metadata"],"output_types":["audio podcast file (format unknown)","playable audio stream","podcast metadata (title, duration)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gistreader__cap_5","uri":"capability://tool.use.integration.pocket.integration.for.read.it.later.import","name":"pocket-integration-for-read-it-later-import","description":"Integrates with Pocket (Mozilla's read-it-later service) to import saved articles and reading list metadata into GistReader. Users can authenticate with their Pocket account and bulk-import their existing saved articles, which are then processed through GistReader's cleaning and summarization pipeline.","intents":["I want to migrate my Pocket reading list to GistReader without manually re-entering URLs","I want to use GistReader's summarization on articles I've already saved in Pocket","I want to consolidate my read-it-later workflow into a single tool"],"best_for":["existing Pocket users (millions of users) who want AI-powered summarization","users managing reading lists across multiple tools who want to consolidate","users seeking a more modern UI than Pocket's aging interface"],"limitations":["Integration is one-way (import only) — no documented export back to Pocket or sync of reading state","Pocket integration only available on Bronze tier and above — free tier users cannot import from Pocket","Import mechanism unknown — unclear if bulk import or incremental sync, and how often sync occurs","Pocket metadata (tags, annotations, highlights) may not be preserved during import","No documented conflict resolution if same article exists in both Pocket and GistReader","Pocket API rate limits may throttle large imports — no documentation on handling"],"requires":["Active Pocket account with saved articles","GistReader account on Bronze tier or higher (free tier excluded)","OAuth authentication with Pocket","Internet connectivity for API calls"],"input_types":["Pocket account credentials (OAuth)","Pocket saved articles and metadata"],"output_types":["imported article URLs in GistReader","article metadata (title, tags, save date)","cleaned and summarized content"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gistreader__cap_6","uri":"capability://data.processing.analysis.distraction.free.article.rendering.with.ad.removal","name":"distraction-free-article-rendering-with-ad-removal","description":"Applies content extraction and DOM cleaning to render articles in a distraction-free format by removing ads, tracking pixels, sidebars, and non-essential UI elements. The cleaned content is displayed in a minimal, typography-focused interface with configurable dark mode, font sizes, and reading width to optimize readability.","intents":["I want to read articles without ads, pop-ups, or tracking scripts interfering with my reading","I need a consistent, readable layout across different websites with varying design quality","I want to customize font size and dark mode for comfortable reading on different devices"],"best_for":["users reading on low-bandwidth connections where ads slow down page loads","privacy-conscious users who want to avoid tracking pixels and analytics","users with visual impairments or reading fatigue who benefit from customizable typography","readers of news sites and blogs with aggressive ad placement"],"limitations":["Content extraction algorithm unknown — may incorrectly identify article text vs. sidebars, comments, or related articles","Complex layouts (multi-column, embedded media, interactive elements) may be flattened or lose formatting","Images and embedded media handling unknown — may be stripped, resized, or fail to load","Paywalled content not addressed — unclear if GistReader can extract content behind subscription walls","JavaScript-heavy sites may not render correctly if content extraction happens server-side without full DOM rendering","Customization options limited to dark mode and font size — no granular control over layout, margins, or line spacing"],"requires":["Valid article URL (HTTP/HTTPS)","Article must be publicly accessible (no authentication required)","Modern web browser with CSS support","JavaScript enabled (for dark mode toggle and customization)"],"input_types":["article URLs","article HTML content"],"output_types":["cleaned, rendered article HTML","distraction-free text layout","customizable dark mode CSS","responsive design for mobile/desktop"],"categories":["data-processing-analysis","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gistreader__cap_7","uri":"capability://automation.workflow.tier.based.quota.enforcement.with.freemium.model","name":"tier-based-quota-enforcement-with-freemium-model","description":"Implements a freemium pricing model with four tiers (Free, Bronze, Silver, Gold) that enforce quotas on core features: feed count (100-unlimited), summaries per month (100-unlimited), and AI podcasts per month (5-30). Quota limits are enforced server-side, preventing users from exceeding their tier's allowance and triggering upgrade prompts when limits are approached.","intents":["I want to try GistReader for free before committing to a paid plan","I need to understand my usage limits and when I'll need to upgrade","I want to choose a plan that matches my content consumption habits (light, regular, or power user)"],"best_for":["casual users who read <50 articles/month and don't need paid features","regular users consuming 100-300 articles/month who benefit from Silver tier value","power users with unlimited reading habits who justify Gold tier ($15/mo or $150/year)"],"limitations":["Free tier quotas completely unspecified — users cannot predict limits without trial-and-error, creating poor onboarding experience","Quota enforcement is hard limit — users hitting summary quota cannot generate summaries until next billing cycle, with no overflow or burst capacity","No documented grace period or warning before quota exhaustion — users may hit limits unexpectedly mid-workflow","Downgrade/upgrade timing unclear — unclear if quota resets on calendar month, billing date, or rolling 30-day window","No family or team plans mentioned — each user requires separate subscription, limiting adoption in households or small teams","Podcast quota (5-30/month) is extremely restrictive — even Gold tier users limited to <1 podcast per day, making feature impractical"],"requires":["Valid email address for account creation","Payment method (credit card) for paid tiers","Active subscription (free tier requires no payment)"],"input_types":["user tier selection (Free, Bronze, Silver, Gold)","billing information (for paid tiers)"],"output_types":["quota limits enforced per tier","usage tracking and remaining quota display","upgrade prompts when approaching limits","billing and subscription management interface"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gistreader__cap_8","uri":"capability://automation.workflow.keyboard.shortcut.navigation.for.power.users","name":"keyboard-shortcut-navigation-for-power-users","description":"Provides keyboard shortcuts for common actions (navigation, marking as read, saving, etc.) to enable power users to manage their reading list without mouse interaction. Shortcuts are documented and customizable (mechanism unknown), allowing users to optimize their workflow for speed.","intents":["I want to quickly navigate through my article list and summaries using keyboard shortcuts","I want to mark articles as read, save, or archive without reaching for the mouse","I want to customize keyboard shortcuts to match my muscle memory from other tools"],"best_for":["power users and keyboard enthusiasts who value efficiency","users with RSI or accessibility needs who prefer keyboard navigation","users migrating from other tools (Vim, Emacs, RSS readers) with established shortcut muscle memory"],"limitations":["Keyboard shortcuts not documented in provided materials — unclear which actions are supported","Customization mechanism unknown — unclear if shortcuts are user-configurable or fixed","No documented conflict with browser shortcuts — may interfere with browser navigation (Ctrl+L, Ctrl+T, etc.)","Mobile/touch devices cannot use keyboard shortcuts — feature only benefits desktop users","Accessibility implications unknown — unclear if shortcuts are discoverable or documented for users unfamiliar with them"],"requires":["Desktop or laptop with keyboard","Web browser with focus on GistReader interface","Knowledge of available shortcuts (documentation required)"],"input_types":["keyboard input (key combinations)"],"output_types":["navigation actions (next article, previous article, etc.)","state changes (mark as read, archive, save)"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gistreader__cap_9","uri":"capability://automation.workflow.dark.mode.rendering.with.device.sync","name":"dark-mode-rendering-with-device-sync","description":"Provides a dark mode UI theme that reduces eye strain during low-light reading and syncs the user's dark mode preference across all devices. When enabled on one device, dark mode is automatically applied on all other authenticated devices without manual re-configuration.","intents":["I want to read articles in dark mode to reduce eye strain during evening reading","I want my dark mode preference to be consistent across my phone, tablet, and laptop","I want to toggle dark mode based on time of day or ambient light without manual configuration"],"best_for":["users reading in low-light environments (evening, night, dark rooms)","users with light sensitivity or eye strain who benefit from reduced blue light","multi-device users who want consistent UI across all devices"],"limitations":["Dark mode implementation details unknown — unclear if using CSS media queries, manual theme toggle, or system preference detection","No documented auto-switching based on time of day or ambient light — users must manually toggle","Contrast ratios and color choices unknown — may not meet WCAG accessibility standards for users with color blindness","Dark mode may not apply to all UI elements — some buttons, links, or text may remain light-colored","No documented performance impact — dark mode rendering may be slower on older devices"],"requires":["Modern web browser with CSS support","JavaScript enabled for theme toggle","Active GistReader account for preference sync"],"input_types":["user theme preference (light/dark toggle)"],"output_types":["dark mode CSS styling","synced theme preference across devices"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["Valid article URL (HTTP/HTTPS)","Active GistReader account (free tier available)","Internet connectivity for content fetching and API calls","Supported language for output (English, Dutch, or Mandarin Chinese)","Active GistReader account with login credentials","Internet connectivity on all devices","Modern web browser (Chrome, Firefox, Safari, Edge) with cookies/local storage enabled","Same account credentials across all devices","Article content in English, Dutch, or Mandarin Chinese","Active GistReader account"],"failure_modes":["Summarization algorithm and underlying LLM model are undisclosed, preventing assessment of accuracy or bias","No documented maximum article length — very long-form content (>10,000 words) may be truncated or fail silently","Summaries often oversimplify complex technical or literary content, losing nuance critical for specialized domains","Latency characteristics unknown — processing time could range from seconds to minutes, blocking user workflows","Language support limited to English, Dutch, and Mandarin Chinese; other languages not supported","Free tier quota unspecified — users cannot predict when they'll hit limits without trial-and-error","Sync latency unknown — changes on one device may not appear instantly on others, creating potential inconsistency","No offline reading capability documented — users cannot access saved articles without internet connectivity","All state stored in GistReader backend with no local-first option — high vendor lock-in and data portability risk","No documented conflict resolution for simultaneous edits across devices (e.g., marking article as read on phone while still open on desktop)","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.72,"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":"2026-05-24T12:16:30.892Z","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=gistreader","compare_url":"https://unfragile.ai/compare?artifact=gistreader"}},"signature":"eZPSIe7Zm+A/v/FO2J4fc6P2mpn6NJMT4lcNaubw0tm5ri0DobjyDK7jvrN2qcx2CdZARN9fSC61B5SB4qU4AA==","signedAt":"2026-06-20T23:39:30.865Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/gistreader","artifact":"https://unfragile.ai/gistreader","verify":"https://unfragile.ai/api/v1/verify?slug=gistreader","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"}}