{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_rewritewise","slug":"rewritewise","name":"RewriteWise","type":"product","url":"https://rewritewise.com","page_url":"https://unfragile.ai/rewritewise","categories":["text-writing"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_rewritewise__cap_0","uri":"capability://text.generation.language.platform.aware.tone.adaptation.for.social.media.posts","name":"platform-aware tone adaptation for social media posts","description":"Analyzes input text and applies platform-specific linguistic transformations to match native speaker conventions for LinkedIn, Twitter, Instagram, and other social platforms. The system likely uses prompt engineering or fine-tuned models trained on platform-specific corpora to adjust formality levels, hashtag usage, emoji conventions, and sentence structure appropriate to each platform's audience expectations and algorithmic preferences.","intents":["I want my LinkedIn post to sound professional and authoritative like native English speakers in my industry","I need to make my Twitter thread more conversational and engaging without sounding stiff or overly formal","I'm posting on Instagram and want my captions to feel authentic and relatable, not translated"],"best_for":["Non-native English speakers posting regularly on multiple social platforms","International professionals building personal brands on LinkedIn","ESL content creators concerned about audience perception and credibility"],"limitations":["No visibility into whether platform-specific adaptations actually improve engagement metrics or follower growth","May not capture emerging platform slang or viral linguistic trends that shift weekly","Risk of over-normalization: unique cultural voice and authentic perspective may be flattened into generic Western English conventions","Limited context awareness about user's industry, audience demographics, or personal brand positioning"],"requires":["Internet connection for cloud-based rewriting API","Social media account on target platform (for context, not API integration)","Text input between 10-500 characters for optimal rewriting"],"input_types":["plain text","draft social media posts"],"output_types":["rewritten text","alternative suggestions","tone/style metadata"],"categories":["text-generation-language","social-media-optimization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_rewritewise__cap_1","uri":"capability://text.generation.language.real.time.interactive.rewrite.suggestion.engine","name":"real-time interactive rewrite suggestion engine","description":"Provides instant alternative phrasings and rewrites as users type or paste content, displaying multiple suggestion variants with confidence scores or tone labels. The system likely uses a streaming inference pipeline with latency optimization (sub-500ms response time) and maintains a suggestion cache to avoid redundant API calls for similar input patterns.","intents":["I want to see multiple rewrite options instantly so I can pick the one that feels most authentic to my voice","I need quick feedback on whether my phrasing sounds natural before I hit publish","I want to compare 3-5 alternative ways to express the same idea and choose the best one"],"best_for":["Users who compose posts directly in the RewriteWise editor or via browser extension","High-frequency posters (daily or multiple times per week) who benefit from speed","Professionals who want iterative refinement rather than one-shot rewrites"],"limitations":["Real-time suggestions require constant API calls, which may hit rate limits on free tier","Latency degrades with longer posts (>500 words); suggestions may take 1-2 seconds for full articles","No persistent history of suggestions across sessions unless explicitly saved","Suggestion quality depends on model freshness; outdated training data may miss recent linguistic trends"],"requires":["Active internet connection with <100ms latency for optimal UX","Browser with JavaScript enabled (if web-based) or native app installation","API rate limit allowance (likely 10-50 rewrites/day on free tier)"],"input_types":["plain text","partial sentences","multi-paragraph posts"],"output_types":["ranked list of alternative phrasings","tone/style labels per suggestion","confidence scores or quality indicators"],"categories":["text-generation-language","interactive-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_rewritewise__cap_2","uri":"capability://text.generation.language.cultural.context.aware.phrasing.normalization","name":"cultural-context-aware phrasing normalization","description":"Detects and replaces idioms, colloquialisms, and culturally-specific references that may not translate across English-speaking regions or may confuse non-native audiences. The system analyzes input for region-specific language patterns and suggests more universally-understood alternatives while preserving intended meaning and tone.","intents":["I used a British idiom but my audience is mostly American—help me rephrase it so everyone understands","I want to avoid cultural references that only people from my home country would get","I need to check if my phrasing might be misunderstood by international colleagues on LinkedIn"],"best_for":["Multinational teams and globally-distributed audiences","Non-native speakers who may inadvertently use region-specific idioms from their English learning context","International professionals building global personal brands"],"limitations":["Normalization may strip authentic cultural voice and unique perspective from posts","No way to distinguish between intentional cultural references (valuable for niche audiences) and accidental ones","Limited training data on emerging global English variants (Indian English, Nigerian English, etc.); may over-normalize to Western conventions","Cannot detect context-dependent idioms that are appropriate for specific audience segments"],"requires":["Text input with sufficient context (minimum 20 words) for idiom detection","Optional: user-specified target audience region or English variant preference"],"input_types":["plain text","social media posts"],"output_types":["flagged idioms/cultural references","suggested universal alternatives","explanation of cultural specificity"],"categories":["text-generation-language","cultural-adaptation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_rewritewise__cap_3","uri":"capability://text.generation.language.confidence.building.tone.analysis.and.feedback","name":"confidence-building tone analysis and feedback","description":"Evaluates the emotional tone and confidence level of user's original text, providing diagnostic feedback on whether the post sounds hesitant, overly formal, or lacks authority. The system likely uses sentiment analysis and linguistic markers (hedging language, passive voice, uncertainty qualifiers) to identify confidence gaps and suggest specific rewrites that project more authority or warmth depending on context.","intents":["I want to know if my post sounds confident and authoritative or if it comes across as uncertain","I'm using too many qualifiers like 'maybe' or 'I think'—help me sound more decisive","I want feedback on whether my tone matches my professional goals (e.g., thought leader vs. approachable mentor)"],"best_for":["Professionals building personal brands and concerned about credibility perception","Non-native speakers who lack intuitive confidence in their English tone","Career-focused users (LinkedIn) who want to project authority"],"limitations":["Tone analysis is subjective; 'confident' tone may be inappropriate for some contexts (e.g., asking for help, admitting mistakes)","No feedback on whether increased confidence actually improves engagement or follower perception","Cannot distinguish between intentional hedging (appropriate for nuance) and unintentional uncertainty","Feedback is generic; doesn't account for industry-specific tone expectations (e.g., academic vs. startup culture)"],"requires":["Text input with sufficient length (minimum 30 words) for reliable tone analysis","Optional: user-specified context or professional role for tailored feedback"],"input_types":["plain text","draft social media posts"],"output_types":["confidence score (0-100 or similar scale)","tone analysis report","specific linguistic markers flagged (hedging language, passive voice, etc.)","rewrite suggestions to increase/decrease confidence"],"categories":["text-generation-language","sentiment-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_rewritewise__cap_4","uri":"capability://automation.workflow.freemium.gated.rewrite.quota.management","name":"freemium-gated rewrite quota management","description":"Implements a usage-based access control system that limits free-tier users to a daily or monthly rewrite quota (e.g., 10-20 rewrites/day) while offering unlimited access on paid tiers. The system tracks API calls per user session, enforces quota limits client-side and server-side, and displays remaining quota to encourage conversion to paid plans.","intents":["I want to try RewriteWise for free before committing to a paid subscription","I need to understand how many rewrites I get per day on the free plan","I want to upgrade to unlimited rewrites because I post multiple times per day"],"best_for":["Budget-conscious users testing the tool's effectiveness before paid commitment","Casual social media users with low posting frequency (<5 posts/day)","Teams evaluating the tool for organizational adoption"],"limitations":["Free tier quota may be too restrictive for high-frequency posters, forcing quick upgrade decision","No rollover of unused quota; daily limits reset regardless of usage pattern","Quota enforcement may create friction during peak usage times (e.g., morning posting rush)","No transparent communication about what triggers quota consumption (e.g., does each suggestion variant count separately?)"],"requires":["User account creation (email or social login)","No payment method required for free tier access","Optional: payment method for paid tier upgrade"],"input_types":["user authentication token","API call metadata"],"output_types":["quota remaining (integer)","upgrade prompt or paywall","usage analytics dashboard"],"categories":["automation-workflow","business-model"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_rewritewise__cap_5","uri":"capability://tool.use.integration.browser.extension.and.web.editor.integration","name":"browser extension and web editor integration","description":"Provides a browser extension that injects rewriting capabilities directly into social media platforms (LinkedIn, Twitter, Instagram web) and a standalone web editor for composing and refining posts before publishing. The extension likely uses DOM manipulation and content scripts to detect text input fields and surface rewrite suggestions in-context, while the web editor offers a distraction-free composition environment with side-by-side comparison of original and rewritten versions.","intents":["I want to rewrite my LinkedIn post without leaving the platform or copying text to a separate tool","I prefer composing in a dedicated editor where I can see my original and rewritten versions side-by-side","I want to use RewriteWise across multiple social platforms without installing separate tools"],"best_for":["Users who compose posts directly on social media platforms and want in-context suggestions","Power users who compose multiple posts per day and benefit from a dedicated editor","Teams managing shared social accounts who need a centralized composition tool"],"limitations":["Browser extension requires permissions to access page content, raising privacy concerns for some users","Extension may conflict with platform updates or break when social media platforms change DOM structure","Web editor requires context switching away from native platform interfaces, adding friction to workflow","No integration with platform-native scheduling or analytics tools; users must manually copy-paste published posts","Cross-platform consistency: extension behavior may vary across Chrome, Firefox, Safari due to API differences"],"requires":["Browser: Chrome 90+, Firefox 88+, Safari 14+, or Edge 90+","For browser extension: user permission to access social media platform content","For web editor: modern browser with JavaScript enabled, cookies enabled for session persistence"],"input_types":["text from DOM elements (browser extension)","plain text pasted into web editor"],"output_types":["rewrite suggestions injected into platform UI (extension)","side-by-side comparison view (web editor)","copy-to-clipboard functionality"],"categories":["tool-use-integration","browser-extension"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_rewritewise__cap_6","uri":"capability://text.generation.language.multi.language.input.detection.and.english.first.rewriting","name":"multi-language input detection and english-first rewriting","description":"Detects when input text contains non-English words, phrases, or code-switched language patterns (e.g., Spanish-English mixing common among bilingual users) and either flags them for attention or automatically translates/normalizes them to English before applying rewriting rules. The system likely uses language detection models (e.g., fastText or similar) to identify language boundaries and route text appropriately.","intents":["I wrote part of my post in Spanish and part in English—help me make the English parts sound natural","I want to check if my code-switching (mixing languages) is appropriate for my audience or if I should stick to English","I accidentally included a non-English phrase—help me find an English equivalent that preserves the meaning"],"best_for":["Bilingual and multilingual users who code-switch in social media posts","Communities with strong code-switching norms (e.g., Latinx professionals on LinkedIn)","Users posting to multilingual audiences and wanting to optimize English portions"],"limitations":["Language detection may fail on short phrases or proper nouns, leading to false positives","Automatic translation of non-English phrases may lose cultural nuance or intentional code-switching effects","No support for detecting when code-switching is intentional and valuable (e.g., using Spanish for authenticity or community connection)","May inadvertently discourage multilingual expression by flagging non-English content as 'errors' to fix"],"requires":["Text input with sufficient context (minimum 20 words) for reliable language detection","Optional: user-specified language preferences or code-switching norms"],"input_types":["plain text with mixed languages","code-switched social media posts"],"output_types":["language detection report","flagged non-English phrases","suggested English equivalents or translations","code-switching analysis"],"categories":["text-generation-language","language-detection"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_rewritewise__cap_7","uri":"capability://text.generation.language.engagement.optimized.hashtag.and.emoji.suggestions","name":"engagement-optimized hashtag and emoji suggestions","description":"Analyzes post content and suggests platform-appropriate hashtags and emoji placements that align with trending topics, audience interests, and platform algorithms. The system likely uses hashtag frequency analysis, trending topic feeds, and platform-specific emoji conventions to recommend additions that increase discoverability without appearing spammy.","intents":["I want to add hashtags to my LinkedIn post that will help it reach the right audience without looking unprofessional","I'm not sure if emoji are appropriate for my industry—help me decide where to use them","I want to know which hashtags are trending in my niche so my post gets more visibility"],"best_for":["Users focused on maximizing post reach and engagement metrics","Content creators and personal brand builders on Instagram and Twitter","Professionals new to social media who lack intuition about hashtag and emoji norms"],"limitations":["Hashtag suggestions may be generic or outdated; trending topics shift hourly and model training data may lag","No feedback on whether suggested hashtags actually improve engagement or reach","Emoji suggestions may be culturally inappropriate or misinterpreted across regions","Over-reliance on hashtags and emoji may make posts appear less professional or authentic","No integration with platform analytics to measure actual impact of suggestions"],"requires":["Text input with sufficient context (minimum 20 words) for content analysis","Optional: user-specified industry, audience demographics, or platform (LinkedIn vs. Instagram vs. Twitter)"],"input_types":["plain text","social media posts"],"output_types":["ranked list of suggested hashtags","emoji placement recommendations","trending topic alerts","hashtag frequency analysis"],"categories":["text-generation-language","engagement-optimization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_rewritewise__cap_8","uri":"capability://memory.knowledge.saved.drafts.and.rewrite.history.management","name":"saved drafts and rewrite history management","description":"Maintains a persistent store of user's draft posts and rewrite history, allowing users to revisit previous versions, compare alternatives, and track changes over time. The system likely uses a cloud-based document store (e.g., Firebase, PostgreSQL) with versioning capabilities to enable rollback and comparison features.","intents":["I want to save my draft post and come back to it later to refine it further","I want to see all the rewrite suggestions I've generated for a post and compare them side-by-side","I want to track how my writing has improved over time by looking at my rewrite history"],"best_for":["Users who compose posts over multiple sessions and need to preserve work-in-progress","Perfectionists who want to compare many rewrite options before publishing","Teams managing shared content calendars and needing version control"],"limitations":["Storage limits on free tier may restrict number of saved drafts (e.g., 10-20 drafts max)","No collaborative editing or commenting on drafts; single-user only","History may be deleted after a certain period (e.g., 30 days) on free tier","No integration with social media scheduling tools; users must manually publish saved drafts","Privacy concern: user's draft posts are stored on RewriteWise servers, raising data security questions"],"requires":["User account with cloud storage enabled","Internet connection for syncing drafts across devices","Optional: paid tier for extended storage and history retention"],"input_types":["draft text","rewrite suggestions"],"output_types":["saved draft list","version history with timestamps","side-by-side comparison view","export options (copy, download)"],"categories":["memory-knowledge","document-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_rewritewise__cap_9","uri":"capability://safety.moderation.platform.specific.posting.guidelines.and.compliance.checking","name":"platform-specific posting guidelines and compliance checking","description":"Analyzes posts against platform-specific content policies, character limits, and best practices (e.g., LinkedIn's 3000-character limit, Twitter's 280-character limit, Instagram's caption length norms) and flags violations or suboptimal formatting. The system likely uses rule-based validation and platform-specific heuristics to detect policy violations and suggest compliant alternatives.","intents":["I want to make sure my post doesn't violate LinkedIn's content policy before I publish","I need to know if my Twitter thread exceeds the character limit for individual tweets","I want to check if my Instagram caption is too long or formatted in a way that won't display well"],"best_for":["Users unfamiliar with platform-specific posting rules and best practices","Teams managing multiple social accounts with different policies","Professionals concerned about compliance and avoiding account suspension"],"limitations":["Compliance checking is rule-based and may miss nuanced policy violations (e.g., subtle harassment or misinformation)","Platform policies change frequently; tool may not reflect latest updates","No real-time feedback from platform moderation systems; suggestions are based on static rules","Cannot detect context-dependent violations (e.g., a post may be compliant in isolation but violate policy in conversation context)"],"requires":["Text input with sufficient context (minimum 10 words) for validation","Optional: user-specified target platform (LinkedIn, Twitter, Instagram, etc.)"],"input_types":["plain text","social media posts"],"output_types":["compliance report","flagged policy violations","character count and formatting analysis","suggested corrections"],"categories":["safety-moderation","compliance-checking"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["Internet connection for cloud-based rewriting API","Social media account on target platform (for context, not API integration)","Text input between 10-500 characters for optimal rewriting","Active internet connection with <100ms latency for optimal UX","Browser with JavaScript enabled (if web-based) or native app installation","API rate limit allowance (likely 10-50 rewrites/day on free tier)","Text input with sufficient context (minimum 20 words) for idiom detection","Optional: user-specified target audience region or English variant preference","Text input with sufficient length (minimum 30 words) for reliable tone analysis","Optional: user-specified context or professional role for tailored feedback"],"failure_modes":["No visibility into whether platform-specific adaptations actually improve engagement metrics or follower growth","May not capture emerging platform slang or viral linguistic trends that shift weekly","Risk of over-normalization: unique cultural voice and authentic perspective may be flattened into generic Western English conventions","Limited context awareness about user's industry, audience demographics, or personal brand positioning","Real-time suggestions require constant API calls, which may hit rate limits on free tier","Latency degrades with longer posts (>500 words); suggestions may take 1-2 seconds for full articles","No persistent history of suggestions across sessions unless explicitly saved","Suggestion quality depends on model freshness; outdated training data may miss recent linguistic trends","Normalization may strip authentic cultural voice and unique perspective from posts","No way to distinguish between intentional cultural references (valuable for niche audiences) and accidental ones","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":"2026-05-24T12:16:33.095Z","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=rewritewise","compare_url":"https://unfragile.ai/compare?artifact=rewritewise"}},"signature":"XuYUdTw9msq7CXPkuHVRBnmblQy4VYNaKBeiCI5urF1x37aUvIF4J4LrmnA8lj9QixkgTyD2Rvt7XKIwjcC5AQ==","signedAt":"2026-06-22T22:26:25.263Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/rewritewise","artifact":"https://unfragile.ai/rewritewise","verify":"https://unfragile.ai/api/v1/verify?slug=rewritewise","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"}}