{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_gpt-stick","slug":"gpt-stick","name":"GPT Stick","type":"extension","url":"https://gptstick.kb2a.vn","page_url":"https://unfragile.ai/gpt-stick","categories":["browser-extensions"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_gpt-stick__cap_0","uri":"capability://text.generation.language.in.browser.web.content.summarization.with.context.preservation","name":"in-browser web content summarization with context preservation","description":"Extracts and summarizes web page content directly within the browser using injected JavaScript that parses DOM elements, identifies main content regions (likely via heuristics or ML-based content detection), and sends extracted text to a backend LLM API for abstractive summarization. The capability preserves page context without requiring manual copy-paste, maintaining the user's browsing flow while generating concise summaries of articles, documentation, or research pages.","intents":["I need a quick summary of this research paper without reading the full text","Extract the key points from this blog post while staying on the page","Get a TL;DR of this documentation page for my team"],"best_for":["researchers and students conducting rapid literature reviews","busy professionals needing quick content digests","non-native English speakers wanting simplified versions of complex articles"],"limitations":["No control over summary length or detail level — fixed output format","DOM parsing may fail on JavaScript-heavy single-page applications or paywalled content","No source attribution or citation generation for academic integrity","Summarization quality depends on underlying LLM model (likely GPT-3.5 or older based on free tier)"],"requires":["Modern browser with JavaScript enabled (Chrome, Firefox, Safari, Edge)","Active internet connection for backend API calls","Web page with extractable text content (not image-only or PDF-embedded)"],"input_types":["HTML web pages","article text","documentation pages"],"output_types":["plain text summary","structured summary (likely unstructured based on product description)"],"categories":["text-generation-language","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gpt-stick__cap_1","uri":"capability://text.generation.language.on.demand.content.explanation.with.terminology.simplification","name":"on-demand content explanation with terminology simplification","description":"Analyzes selected or full-page web content and generates explanations tailored to user comprehension level, likely using prompt engineering to request simplified language, definition of technical terms, and contextual examples. The capability detects content complexity and generates explanations that break down concepts without requiring users to manually request clarification or navigate to external resources.","intents":["Explain this technical concept in simple terms without leaving the page","Break down this academic paper's methodology section for me","What does this jargon mean in the context of this article?"],"best_for":["students learning new technical domains","non-specialists reading domain-specific content","professionals upskilling in unfamiliar areas"],"limitations":["No multi-turn explanation dialogue — single-pass generation only","Cannot adapt explanation depth based on user feedback or prior knowledge","May oversimplify complex topics or introduce inaccuracies in technical explanations","No support for visual explanations (diagrams, flowcharts) for complex concepts"],"requires":["Modern browser with JavaScript enabled","Active internet connection","Text-based content (not primarily visual or video-based)"],"input_types":["HTML web pages","article text","technical documentation"],"output_types":["plain text explanation","simplified language summary"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gpt-stick__cap_2","uri":"capability://text.generation.language.ai.powered.content.generation.from.web.source.material","name":"ai-powered content generation from web source material","description":"Extracts web page content and uses it as source material for generating new content (blog posts, summaries, variations, expansions) through backend LLM APIs. The capability likely uses prompt templates to guide generation style (e.g., 'rewrite as a blog post', 'create a social media thread', 'expand with examples') while maintaining semantic fidelity to the source material.","intents":["Turn this research article into a blog post for my audience","Create a social media thread from this news article","Generate alternative explanations of this concept for my course materials"],"best_for":["content creators repurposing research into multiple formats","educators generating course materials from existing sources","marketers creating variations of content for different channels"],"limitations":["No source attribution or citation in generated content — potential plagiarism risk","Generation quality and originality depend on underlying LLM (likely GPT-3.5 or older)","No control over tone, style, or target audience parameters","Cannot generate content longer than context window of underlying model","No fact-checking or hallucination detection for generated content"],"requires":["Modern browser with JavaScript enabled","Active internet connection","Source material with sufficient text content"],"input_types":["HTML web pages","article text","documentation"],"output_types":["plain text content","blog post format","social media content"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gpt-stick__cap_3","uri":"capability://data.processing.analysis.browser.native.dom.content.extraction.and.parsing","name":"browser-native dom content extraction and parsing","description":"Injects JavaScript into web pages to extract main content regions using heuristics-based DOM traversal (likely identifying article containers, removing navigation/sidebar elements, and parsing text nodes). The extraction layer handles common web page structures and returns cleaned, structured text to backend APIs without requiring users to manually select or copy content.","intents":["Extract just the article text without ads, navigation, or sidebars","Get clean text from a messy webpage for processing","Automatically identify and isolate the main content region"],"best_for":["users processing content-heavy websites with cluttered layouts","automation workflows requiring clean text extraction","researchers working with diverse web sources"],"limitations":["Heuristic-based extraction fails on non-standard page layouts or custom DOM structures","Cannot extract content from JavaScript-rendered single-page applications without additional rendering layer","Paywalled or protected content remains inaccessible","PDF-embedded or image-only content cannot be extracted","No support for extracting structured data (tables, lists) in semantic format"],"requires":["Modern browser with JavaScript enabled and content script permissions","Standard HTML/DOM structure (not heavily obfuscated)"],"input_types":["HTML web pages","standard article layouts"],"output_types":["plain text","cleaned HTML"],"categories":["data-processing-analysis","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gpt-stick__cap_4","uri":"capability://tool.use.integration.zero.friction.browser.integration.without.authentication","name":"zero-friction browser integration without authentication","description":"Operates as a browser extension or bookmarklet that activates on any webpage without requiring user login, API key management, or account creation. The capability uses anonymous backend API calls (likely with rate limiting or free tier restrictions) to process content, eliminating friction for casual users while maintaining minimal infrastructure overhead.","intents":["Use AI tools on any website without signing up or logging in","Quickly summarize a page without context switching to another app","Access AI capabilities without managing API keys or credentials"],"best_for":["casual users and students avoiding signup friction","researchers needing quick, one-off content processing","users in environments with strict credential management policies"],"limitations":["No user accounts means no history, saved summaries, or personalization","Anonymous API calls likely subject to aggressive rate limiting (unknown limits)","No ability to customize model selection or parameters","Backend infrastructure costs likely subsidized by limited free tier or ads","No data persistence or export functionality"],"requires":["Modern browser with extension support or JavaScript bookmarklet capability","No API keys or account credentials required"],"input_types":["any web page"],"output_types":["text results displayed in browser"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gpt-stick__cap_5","uri":"capability://planning.reasoning.multi.capability.content.processing.pipeline","name":"multi-capability content processing pipeline","description":"Chains multiple AI operations (extraction → summarization → explanation → generation) in a single user interaction, allowing users to apply different transformations to the same content without re-extraction. The pipeline likely uses shared context from the initial DOM extraction to feed downstream LLM operations, reducing redundant API calls and maintaining content coherence across transformations.","intents":["Summarize this article AND explain the key concepts in one action","Extract content, then generate a blog post from it without re-processing","Get a summary and explanation of the same content without separate requests"],"best_for":["power users performing complex content analysis workflows","researchers needing multiple perspectives on the same source","content creators requiring both analysis and generation"],"limitations":["Pipeline execution order is fixed — no user control over operation sequence","Context loss between pipeline stages may degrade quality of downstream operations","No ability to branch or conditionally execute operations based on intermediate results","Latency compounds across multiple API calls (unknown per-stage timing)","No intermediate result inspection or editing between pipeline stages"],"requires":["Modern browser with JavaScript enabled","Active internet connection with sufficient bandwidth for multiple API calls"],"input_types":["HTML web pages"],"output_types":["multiple text outputs (summary, explanation, generated content)"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"moderate","permissions":["Modern browser with JavaScript enabled (Chrome, Firefox, Safari, Edge)","Active internet connection for backend API calls","Web page with extractable text content (not image-only or PDF-embedded)","Modern browser with JavaScript enabled","Active internet connection","Text-based content (not primarily visual or video-based)","Source material with sufficient text content","Modern browser with JavaScript enabled and content script permissions","Standard HTML/DOM structure (not heavily obfuscated)","Modern browser with extension support or JavaScript bookmarklet capability"],"failure_modes":["No control over summary length or detail level — fixed output format","DOM parsing may fail on JavaScript-heavy single-page applications or paywalled content","No source attribution or citation generation for academic integrity","Summarization quality depends on underlying LLM model (likely GPT-3.5 or older based on free tier)","No multi-turn explanation dialogue — single-pass generation only","Cannot adapt explanation depth based on user feedback or prior knowledge","May oversimplify complex topics or introduce inaccuracies in technical explanations","No support for visual explanations (diagrams, flowcharts) for complex concepts","No source attribution or citation in generated content — potential plagiarism risk","Generation quality and originality depend on underlying LLM (likely GPT-3.5 or older)","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.2833333333333333,"quality":0.63,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:30.893Z","last_scraped_at":"2026-04-05T13:23:42.562Z","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=gpt-stick","compare_url":"https://unfragile.ai/compare?artifact=gpt-stick"}},"signature":"7Gc/BTr8dFv2m2OQxLCquRkQF2oteR8fqk45mAeAh9xlSjNvzexxdMjmEO/ad+3z57XrjbrusTl4+dZ561R4CQ==","signedAt":"2026-06-22T05:37:00.102Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/gpt-stick","artifact":"https://unfragile.ai/gpt-stick","verify":"https://unfragile.ai/api/v1/verify?slug=gpt-stick","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"}}