{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_prowritingaid","slug":"prowritingaid","name":"ProWritingAid","type":"product","url":"https://prowritingaid.com","page_url":"https://unfragile.ai/prowritingaid","categories":["text-writing"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_prowritingaid__cap_0","uri":"capability://writing.real.time.grammar.and.spell.check","name":"real-time grammar and spell-check","description":"Detects and highlights grammatical errors, spelling mistakes, and punctuation issues as users write. Provides inline corrections and suggestions directly in the editor.","intents":["I want to catch typos and grammar mistakes before publishing","I need to fix basic writing errors quickly","I want real-time feedback while I'm writing"],"best_for":["casual writers","students","professionals"],"limitations":["limited to surface-level error detection","may miss context-dependent errors"],"requires":["text input","active writing session"],"input_types":["text"],"output_types":["annotated text","correction suggestions"],"categories":["writing","editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prowritingaid__cap_1","uri":"capability://writing.readability.analysis.and.scoring","name":"readability analysis and scoring","description":"Analyzes text for readability metrics including sentence length, paragraph structure, and complexity. Provides a readability score and suggestions to improve clarity.","intents":["I want to know if my writing is easy to understand","I need to simplify my writing for a general audience","I want to improve the flow and clarity of my content"],"best_for":["content creators","academic writers","business communicators"],"limitations":["readability scores are general estimates","may not account for specialized terminology"],"requires":["substantial text sample","premium features for detailed analysis"],"input_types":["text"],"output_types":["readability score","clarity suggestions","metrics report"],"categories":["writing","analytics"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prowritingaid__cap_10","uri":"capability://writing.detailed.writing.reports.and.analytics.dashboard","name":"detailed writing reports and analytics dashboard","description":"Generates comprehensive reports on multiple writing dimensions including readability, pacing, dialogue, overused words, and more. Provides visual dashboards and detailed metrics.","intents":["I want a comprehensive analysis of my writing quality","I need detailed metrics to track my writing improvement","I want to understand all aspects of my writing performance"],"best_for":["serious writers","authors","content creators"],"limitations":["overwhelming for beginners","requires premium subscription for full reports"],"requires":["substantial text","premium account"],"input_types":["text"],"output_types":["analytics dashboard","detailed reports","metrics visualization"],"categories":["writing","analytics"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prowritingaid__cap_11","uri":"capability://writing.dialogue.and.conversation.quality.assessment","name":"dialogue and conversation quality assessment","description":"Analyzes dialogue tags, speech patterns, and conversation authenticity in fiction writing. Provides feedback on dialogue formatting and character voice consistency.","intents":["I want to improve the dialogue in my fiction","I need to ensure my characters have distinct voices","I want to check if my dialogue sounds natural"],"best_for":["fiction writers","screenwriters","novelists"],"limitations":["subjective assessment of authenticity","may not understand all character types"],"requires":["fiction text with dialogue","premium features"],"input_types":["text"],"output_types":["dialogue analysis","character voice assessment","improvement suggestions"],"categories":["writing","editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prowritingaid__cap_2","uri":"capability://writing.style.and.tone.detection","name":"style and tone detection","description":"Identifies stylistic patterns, tone consistency, and writing voice characteristics. Highlights overused words, clichés, and suggests alternatives to improve originality.","intents":["I want to make my writing more original and less clichéd","I need to maintain consistent tone throughout my document","I want to identify and reduce repetitive word usage"],"best_for":["fiction writers","content creators","serious authors"],"limitations":["subjective interpretation of tone","may flag legitimate repetition for emphasis"],"requires":["full document or substantial excerpt","premium subscription for advanced analysis"],"input_types":["text"],"output_types":["style report","word frequency analysis","tone suggestions"],"categories":["writing","editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prowritingaid__cap_3","uri":"capability://writing.genre.specific.writing.analysis","name":"genre-specific writing analysis","description":"Provides tailored writing reports based on document genre (fiction, academic, business, etc.). Applies genre-appropriate standards for pacing, dialogue, structure, and conventions.","intents":["I want feedback specific to my genre's conventions","I need to ensure my academic paper meets scholarly standards","I want to improve my fiction writing with genre-specific insights"],"best_for":["academic researchers","fiction authors","business writers"],"limitations":["requires accurate genre selection","may not handle hybrid or niche genres well"],"requires":["genre specification","premium subscription","substantial text"],"input_types":["text","genre category"],"output_types":["genre-specific report","convention analysis","improvement suggestions"],"categories":["writing","analytics"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prowritingaid__cap_4","uri":"capability://writing.plagiarism.detection.and.originality.checking","name":"plagiarism detection and originality checking","description":"Scans text against a vast database to identify potential plagiarism, duplicate content, and unoriginal passages. Provides detailed plagiarism reports with source citations.","intents":["I need to verify my work is original before submission","I want to check if my content matches existing published material","I need to generate a plagiarism report for academic integrity verification"],"best_for":["academic researchers","students","content creators"],"limitations":["may have false positives on common phrases","requires internet connection for database access"],"requires":["text input","premium subscription for full reports"],"input_types":["text"],"output_types":["plagiarism report","similarity percentage","source citations"],"categories":["writing","academic"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prowritingaid__cap_5","uri":"capability://writing.citation.and.reference.formatting","name":"citation and reference formatting","description":"Generates and formats citations in multiple styles (APA, MLA, Chicago, etc.). Helps organize bibliographies and ensures consistent citation formatting throughout documents.","intents":["I need to format my citations correctly for my assignment","I want to convert citations between different styles","I need to create a properly formatted bibliography"],"best_for":["academic writers","researchers","students"],"limitations":["may require manual verification of complex sources","limited to standard citation styles"],"requires":["source information","citation style selection"],"input_types":["source metadata","citation style"],"output_types":["formatted citations","bibliography","reference list"],"categories":["writing","academic"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prowritingaid__cap_6","uri":"capability://productivity.browser.and.application.integration","name":"browser and application integration","description":"Provides real-time writing assistance across multiple platforms including Google Docs, Microsoft Word, email clients, and web browsers. Enables seamless workflow without switching applications.","intents":["I want writing help while working in Google Docs","I need grammar checking in my email before sending","I want to use ProWritingAid without leaving my current application"],"best_for":["professionals","students","frequent writers"],"limitations":["integration quality varies by platform","may require browser extensions"],"requires":["compatible application or browser","ProWritingAid account"],"input_types":["text from integrated applications"],"output_types":["inline suggestions","editing interface"],"categories":["productivity","integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prowritingaid__cap_7","uri":"capability://writing.pacing.and.sentence.structure.analysis","name":"pacing and sentence structure analysis","description":"Evaluates sentence length variation, paragraph pacing, and rhythm to ensure engaging and well-structured prose. Identifies monotonous sections and suggests structural improvements.","intents":["I want my writing to have better rhythm and flow","I need to break up long, dense paragraphs","I want to vary my sentence structure for better engagement"],"best_for":["fiction writers","content creators","professional communicators"],"limitations":["subjective assessment of pacing","may not account for intentional stylistic choices"],"requires":["substantial text sample","premium features"],"input_types":["text"],"output_types":["pacing report","sentence structure analysis","improvement suggestions"],"categories":["writing","editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prowritingaid__cap_8","uri":"capability://writing.vocabulary.and.word.choice.optimization","name":"vocabulary and word choice optimization","description":"Identifies weak word choices, vague language, and suggests stronger alternatives. Highlights overused words and provides synonym recommendations to enhance vocabulary impact.","intents":["I want to use more powerful and precise words","I need to eliminate vague language from my writing","I want to reduce repetitive word usage"],"best_for":["content creators","academic writers","professional communicators"],"limitations":["suggestions may not fit all contexts","may miss domain-specific terminology"],"requires":["text input"],"input_types":["text"],"output_types":["word suggestions","vocabulary report","synonym recommendations"],"categories":["writing","editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_prowritingaid__cap_9","uri":"capability://writing.writing.goal.and.target.audience.configuration","name":"writing goal and target audience configuration","description":"Allows users to set writing goals, target audience, and document type to customize feedback and suggestions. Tailors all analysis to match specified parameters.","intents":["I want feedback tailored to my specific audience","I need to set goals for my writing project","I want suggestions appropriate for my document type"],"best_for":["all writers"],"limitations":["accuracy depends on correct configuration","may require adjustment during writing"],"requires":["user input on goals and audience"],"input_types":["configuration parameters"],"output_types":["customized feedback","tailored suggestions"],"categories":["writing","personalization"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":48,"verified":false,"data_access_risk":"high","permissions":["text input","active writing session","substantial text sample","premium features for detailed analysis","substantial text","premium account","fiction text with dialogue","premium features","full document or substantial excerpt","premium subscription for advanced analysis"],"failure_modes":["limited to surface-level error detection","may miss context-dependent errors","readability scores are general estimates","may not account for specialized terminology","overwhelming for beginners","requires premium subscription for full reports","subjective assessment of authenticity","may not understand all character types","subjective interpretation of tone","may flag legitimate repetition for emphasis","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.45,"quality":0.88,"ecosystem":0.2,"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":"2026-05-24T12:16:32.438Z","last_scraped_at":"2026-04-05T13:23:42.533Z","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=prowritingaid","compare_url":"https://unfragile.ai/compare?artifact=prowritingaid"}},"signature":"ZCGDQMvlQQoAd1HLtEr/QS4u5HAWjUzKI96SCFzVozyD7hqifg8y8weEmJuG8GMwAHxjUYn32JyeHb33r6VzAQ==","signedAt":"2026-06-20T19:13:53.973Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/prowritingaid","artifact":"https://unfragile.ai/prowritingaid","verify":"https://unfragile.ai/api/v1/verify?slug=prowritingaid","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"}}