{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_lunally","slug":"lunally","name":"Lunally","type":"product","url":"https://www.lunally.ai","page_url":"https://unfragile.ai/lunally","categories":["browser-extensions"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_lunally__cap_0","uri":"capability://text.generation.language.contextual.web.content.summarization.with.in.browser.rendering","name":"contextual web content summarization with in-browser rendering","description":"Lunally intercepts web page DOM content via browser extension APIs, extracts text and structural elements, sends them to a backend LLM service (likely Claude or GPT-4), and renders summaries directly in a sidebar or overlay without requiring tab switching. The extension maintains a content extraction pipeline that handles dynamic content, JavaScript-rendered pages, and preserves semantic structure for better summarization quality.","intents":["I want to quickly understand the main points of an article without reading the full text","I need to scan multiple web pages rapidly to find relevant information","I want summaries to appear contextually without breaking my browsing flow"],"best_for":["content researchers consuming 10+ articles daily","students reviewing academic papers and news sources","knowledge workers triaging information across multiple domains"],"limitations":["Summarization quality degrades on paywalled/truncated content where full text is unavailable","Struggles with highly technical documentation requiring domain-specific context preservation","Nuanced opinion pieces and narrative journalism often lose critical context in compression","Performance depends on backend LLM latency; typical summaries take 2-5 seconds","Cannot handle PDFs, images, or video content — text extraction only"],"requires":["Chrome, Firefox, Safari, or Edge browser with extension support","Active internet connection for backend LLM API calls","Lunally account with active subscription","JavaScript enabled in browser"],"input_types":["HTML web pages","DOM-extracted text content","Structured article metadata (title, author, date)"],"output_types":["plain text summaries","bullet-point summaries","structured JSON with key points and metadata"],"categories":["text-generation-language","browser-extension"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lunally__cap_1","uri":"capability://text.generation.language.contextual.idea.generation.from.web.content","name":"contextual idea generation from web content","description":"Lunally analyzes the summarized or full content of a web page and generates creative, actionable ideas related to the user's work context. This likely uses prompt engineering to frame the LLM request around idea synthesis, brainstorming, or application of concepts to the user's domain. The capability may include optional user context (e.g., project type, industry) to personalize idea relevance.","intents":["I want to extract actionable ideas from articles I'm reading for my current project","I need creative angles or applications of concepts I'm discovering","I want to brainstorm how this content connects to my work without manual synthesis"],"best_for":["content creators and writers seeking inspiration and new angles","product managers researching competitive features and market trends","researchers synthesizing cross-domain insights for novel applications"],"limitations":["Idea quality depends heavily on content depth; thin or promotional content yields generic ideas","No persistent idea capture or organization — ideas are ephemeral unless manually saved","Cannot learn from user feedback on idea quality, so suggestions don't improve over time","Limited to single-page context; cannot synthesize ideas across multiple sources","Lacks domain-specific reasoning for highly specialized fields (biotech, quantum computing, etc.)"],"requires":["Lunally browser extension installed and active","Active subscription tier that includes idea generation","Sufficient content on the page (minimum ~500 words for meaningful ideas)"],"input_types":["summarized web content","full page text","optional user context or project description"],"output_types":["plain text idea lists","structured idea cards with title and explanation","actionable next-steps or implementation suggestions"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lunally__cap_2","uri":"capability://tool.use.integration.browser.extension.lifecycle.management.and.content.injection","name":"browser extension lifecycle management and content injection","description":"Lunally manages the full browser extension lifecycle including installation, permissions handling, content script injection into web pages, message passing between content scripts and background workers, and state synchronization across browser tabs. The extension uses a service worker or background script to maintain API connections and handle cross-tab communication, while content scripts inject UI elements (sidebar, buttons, overlays) into the DOM without breaking page functionality.","intents":["I want the summarization and idea generation tools to be available on every web page I visit","I need the extension to work reliably across multiple tabs and browser sessions","I want the extension to integrate seamlessly without interfering with page functionality"],"best_for":["power users who browse extensively and want always-on AI assistance","teams deploying extensions across managed browser environments","users requiring cross-tab state persistence and synchronization"],"limitations":["Extension permissions required for content script injection may trigger user trust concerns","Performance overhead from DOM manipulation and content extraction on every page load","Cannot operate on browser-restricted pages (chrome://, about:*, extension pages)","Cross-origin content (iframes, shadow DOM) may not be fully extractable depending on CSP policies","Storage limited to browser extension quota (typically 10MB per extension)","Background script may be suspended after inactivity, causing latency on first use after idle period"],"requires":["Chrome 88+, Firefox 109+, Safari 16+, or Edge 88+","Extension manifest v3 compatible browser","User permission grant for content script injection","Active service worker or background script support"],"input_types":["browser navigation events","DOM content","user interaction events (clicks, keyboard shortcuts)"],"output_types":["injected UI elements (sidebar, buttons, modals)","messages to background worker","stored extension state and preferences"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lunally__cap_3","uri":"capability://data.processing.analysis.multi.format.content.extraction.and.text.normalization","name":"multi-format content extraction and text normalization","description":"Lunally extracts readable text from diverse web page formats (articles, blog posts, news, documentation, social media) by parsing DOM structure, removing boilerplate (navigation, ads, sidebars), and normalizing whitespace and encoding. The extraction likely uses heuristics or a readability algorithm (similar to Mozilla's Readability.js) to identify main content blocks, preserve semantic structure (headings, lists, emphasis), and handle encoding edge cases across international content.","intents":["I want summaries of articles regardless of their HTML structure or layout","I need the tool to ignore ads, navigation, and other noise when extracting content","I want the extraction to work on international sites with non-ASCII characters"],"best_for":["users consuming content across diverse publishing platforms and layouts","researchers working with international sources and multiple languages","knowledge workers who need consistent extraction quality across news, blogs, and documentation"],"limitations":["Extraction quality varies significantly; some layouts (multi-column, heavily styled) may extract incorrectly","Paywalled content often truncates before full article is loaded, limiting extraction completeness","JavaScript-rendered content may not be fully loaded before extraction occurs, missing dynamic sections","Tables, code blocks, and structured data may lose formatting during text extraction","Images, videos, and embedded media are completely ignored — no multimodal extraction","Very long articles (10,000+ words) may hit token limits or timeout during processing"],"requires":["Valid HTML DOM available in browser","JavaScript enabled for dynamic content rendering","Sufficient page load time for content to render before extraction"],"input_types":["HTML DOM from web pages","text content with mixed encodings","structured markup (semantic HTML, microdata)"],"output_types":["normalized plain text","structured text with preserved hierarchy (headings, lists)","metadata (title, author, publish date, word count)"],"categories":["data-processing-analysis","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lunally__cap_4","uri":"capability://automation.workflow.subscription.and.usage.quota.management","name":"subscription and usage quota management","description":"Lunally enforces per-user subscription tiers with quota limits on summarization and idea generation requests, tracking usage across browser sessions and syncing quota state to a backend database. The extension likely implements client-side quota checking (to prevent unnecessary API calls) and server-side enforcement (to prevent quota bypass), with graceful degradation when limits are reached (e.g., showing upgrade prompts or rate-limiting responses).","intents":["I want to understand my usage and remaining quota for the month","I need the tool to prevent accidental overage by warning me when approaching limits","I want to upgrade my plan when I exceed my quota"],"best_for":["individual users on freemium or tiered subscription models","teams managing per-seat licensing and usage tracking","product managers implementing usage-based pricing models"],"limitations":["Quota enforcement depends on backend API validation; client-side checks can be bypassed","No real-time quota updates if backend sync fails; users may see stale quota information","Quota resets may be delayed if backend is unavailable, causing user frustration","No granular quota tracking per feature (e.g., separate limits for summaries vs. ideas)","Cross-device usage not synchronized, so quota may be exceeded if using multiple browsers"],"requires":["Lunally account with authentication","Active internet connection for quota sync","Backend API for quota validation and enforcement"],"input_types":["user subscription tier","API request metadata (feature type, content length)","timestamp of requests"],"output_types":["quota status (remaining requests, reset date)","usage analytics (requests this period, trend)","upgrade prompts and billing information"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lunally__cap_5","uri":"capability://memory.knowledge.user.preference.and.context.personalization","name":"user preference and context personalization","description":"Lunally stores user preferences (summary length, idea generation style, content types to ignore) and optional context (industry, project type, role) to personalize summarization and idea generation. The extension syncs preferences to a backend database, allowing settings to persist across devices and browser sessions. Personalization likely influences prompt engineering (e.g., adjusting summary length or idea focus based on user preferences) and content filtering (e.g., skipping certain content types).","intents":["I want summaries tailored to my preferred length and detail level","I want ideas generated in the context of my industry or current project","I want to exclude certain content types (e.g., ads, opinion pieces) from processing"],"best_for":["power users who want highly personalized AI assistance","teams with domain-specific needs (e.g., legal research, medical content)","users across multiple devices who want consistent preferences"],"limitations":["Personalization requires user effort to configure; most users likely use defaults","No machine learning-based preference learning; personalization is purely explicit","Context information (industry, role) may be stale or inaccurate if not regularly updated","Preference changes don't retroactively affect previously generated summaries or ideas","Limited to simple preference types; no complex conditional logic or A/B testing"],"requires":["Lunally account with authentication","Backend database for preference storage and sync","User willingness to configure preferences"],"input_types":["user preference selections (dropdown, toggle, text input)","context information (industry, role, project type)","content metadata (article type, length, topic)"],"output_types":["personalized prompts for LLM","filtered content lists","preference sync state"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lunally__cap_6","uri":"capability://tool.use.integration.backend.llm.api.orchestration.and.error.handling","name":"backend llm api orchestration and error handling","description":"Lunally manages API calls to backend LLM services (likely OpenAI, Anthropic, or proprietary), handling authentication, request formatting, timeout management, and error recovery. The backend likely implements request queuing, rate limiting, and fallback strategies (e.g., retrying failed requests, degrading to shorter summaries if token limits are exceeded). Error handling includes graceful degradation (showing partial results or cached summaries) and user-facing error messages.","intents":["I want summaries and ideas to be generated reliably even if the API is slow","I want the tool to handle errors gracefully without breaking my browsing experience","I want to understand why a request failed and what I can do about it"],"best_for":["users requiring high reliability and uptime for their browsing workflow","teams deploying Lunally in production environments with SLA requirements","users in regions with unreliable internet connectivity"],"limitations":["API latency directly impacts user experience; typical requests take 2-5 seconds","Rate limiting may cause queuing delays during peak usage periods","No offline mode; all requests require active internet connection and backend availability","Error messages may be opaque if backend doesn't provide detailed error information","Timeout handling may result in partial or incomplete summaries if request is interrupted","No caching of summaries across users; each request hits the LLM API (privacy-preserving but less efficient)"],"requires":["Active internet connection","Backend API service running and accessible","Valid API credentials for LLM provider","Sufficient quota with LLM provider"],"input_types":["extracted web content (text)","user preferences and context","request metadata (content length, feature type)"],"output_types":["LLM-generated summaries","LLM-generated ideas","error messages and status codes"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lunally__cap_7","uri":"capability://automation.workflow.keyboard.shortcut.and.context.menu.activation","name":"keyboard shortcut and context menu activation","description":"Lunally provides multiple activation methods for summaries and idea generation: keyboard shortcuts (e.g., Ctrl+Shift+L), context menu items (right-click on page or selection), and UI buttons in the sidebar. The extension listens for keyboard events and context menu clicks, triggering the appropriate action (summarize page, summarize selection, generate ideas) and displaying results in the sidebar or modal.","intents":["I want quick keyboard access to summaries without using the mouse","I want to summarize just a selected portion of text, not the entire page","I want multiple ways to activate the tool depending on my current workflow"],"best_for":["power users who prefer keyboard shortcuts for efficiency","users who want to summarize specific passages rather than full pages","users with accessibility needs who prefer keyboard navigation"],"limitations":["Keyboard shortcuts may conflict with browser or page-level shortcuts","Context menu items add visual clutter and may confuse non-technical users","Selection-based summarization requires manual text selection, adding friction","Keyboard shortcuts are not customizable in most browser extensions (limited by browser APIs)","Mobile browsers don't support keyboard shortcuts or context menus, limiting activation options"],"requires":["Lunally browser extension installed","Keyboard or mouse input device","Browser support for content menu APIs and keyboard event listeners"],"input_types":["keyboard events (key combinations)","context menu clicks","UI button clicks","selected text (for selection-based summarization)"],"output_types":["triggered summarization or idea generation","displayed results in sidebar or modal"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_lunally__cap_8","uri":"capability://memory.knowledge.summary.and.idea.result.caching.and.export","name":"summary and idea result caching and export","description":"Lunally caches generated summaries and ideas in browser local storage or IndexedDB, allowing users to view previous results without regenerating them. The extension provides export options (copy to clipboard, save as text file, export to note-taking apps) for results, enabling integration with external workflows. Caching is likely scoped to individual pages (keyed by URL) to avoid storage bloat while maintaining useful history.","intents":["I want to revisit summaries I generated earlier without regenerating them","I want to export summaries and ideas to my note-taking app or document","I want to build a personal knowledge base from the content I've summarized"],"best_for":["researchers building personal knowledge bases from web content","students collecting summaries for study and review","content workers who need to reference previous summaries across projects"],"limitations":["Local storage is limited (typically 5-10MB per extension), so cache fills up quickly with many summaries","Cache is not synced across devices; summaries are only available on the browser where they were generated","No search or organization of cached summaries; users must remember URLs to find previous results","Export to external apps requires manual integration or copy-paste; no native API integrations","Cache is lost if browser data is cleared or extension is uninstalled","No version history or edit tracking for summaries"],"requires":["Browser support for localStorage or IndexedDB","Sufficient local storage quota available","Optional: external app API keys for direct export (e.g., Notion, Obsidian)"],"input_types":["generated summaries and ideas","page URL and metadata","user export preferences"],"output_types":["cached summary data (JSON or text)","exported files (text, markdown, JSON)","clipboard text"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Chrome, Firefox, Safari, or Edge browser with extension support","Active internet connection for backend LLM API calls","Lunally account with active subscription","JavaScript enabled in browser","Lunally browser extension installed and active","Active subscription tier that includes idea generation","Sufficient content on the page (minimum ~500 words for meaningful ideas)","Chrome 88+, Firefox 109+, Safari 16+, or Edge 88+","Extension manifest v3 compatible browser","User permission grant for content script injection"],"failure_modes":["Summarization quality degrades on paywalled/truncated content where full text is unavailable","Struggles with highly technical documentation requiring domain-specific context preservation","Nuanced opinion pieces and narrative journalism often lose critical context in compression","Performance depends on backend LLM latency; typical summaries take 2-5 seconds","Cannot handle PDFs, images, or video content — text extraction only","Idea quality depends heavily on content depth; thin or promotional content yields generic ideas","No persistent idea capture or organization — ideas are ephemeral unless manually saved","Cannot learn from user feedback on idea quality, so suggestions don't improve over time","Limited to single-page context; cannot synthesize ideas across multiple sources","Lacks domain-specific reasoning for highly specialized fields (biotech, quantum computing, etc.)","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":"2026-05-24T12:16:31.857Z","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=lunally","compare_url":"https://unfragile.ai/compare?artifact=lunally"}},"signature":"LPD0rKTrVpwBR1/vhRS6EvkNW4iYVUovmkEzvIftrkgegmqVSAp7EgDQU1KWTyXLZZPSnhTEUOw1MgMK3oitAw==","signedAt":"2026-06-23T03:31:10.174Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/lunally","artifact":"https://unfragile.ai/lunally","verify":"https://unfragile.ai/api/v1/verify?slug=lunally","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"}}