{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_smartwriteai","slug":"smartwriteai","name":"SmartWriteAI","type":"product","url":"https://smartwriteai.com","page_url":"https://unfragile.ai/smartwriteai","categories":["text-writing"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_smartwriteai__cap_0","uri":"capability://text.generation.language.multi.format.content.generation.with.template.driven.synthesis","name":"multi-format content generation with template-driven synthesis","description":"Generates written content across multiple formats (blog articles, social media posts, ad copy, email newsletters) using a template-based prompt architecture that routes user input through format-specific generation pipelines. The system maintains separate prompt chains and output constraints for each content type, allowing a single user brief to produce optimized outputs for different channels without manual reformatting.","intents":["Generate a blog post outline and full article from a topic keyword in one workflow","Create 5 variations of a social media caption optimized for LinkedIn, Twitter, and Instagram simultaneously","Convert a long-form article into multiple ad copy variants with different CTAs and length constraints","Produce email subject lines and body copy from a product description"],"best_for":["Solo content creators managing multiple social channels who need format-specific output without switching tools","Small marketing teams producing content for diverse channels (blog, email, social) with limited copywriting staff","Agencies needing rapid multi-format content iteration for client campaigns"],"limitations":["Template-based approach produces predictable, formulaic output that may lack originality across similar prompts","No format-specific fine-tuning per brand — all blog outputs follow the same structural template regardless of publication style","Output quality degrades when input briefs are vague; requires detailed context for each format to avoid generic results","No built-in A/B testing framework to measure which format variations perform best"],"requires":["Active SmartWriteAI account (freemium or paid tier)","Input text of minimum 20 characters (topic, product description, or brief)","Internet connection for real-time API calls to generation backend"],"input_types":["plain text (topic keywords, product descriptions, briefs)","structured metadata (target audience, tone preference, length constraints)"],"output_types":["plain text (articles, social posts, ad copy, emails)","markdown (for blog formatting)","structured JSON (metadata with generated content and format-specific metadata)"],"categories":["text-generation-language","content-creation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smartwriteai__cap_1","uri":"capability://text.generation.language.real.time.collaborative.content.editing.with.live.cursor.tracking","name":"real-time collaborative content editing with live cursor tracking","description":"Enables multiple team members to simultaneously edit generated content within a shared document interface, with live cursor position tracking, change attribution, and conflict resolution via operational transformation (OT) or CRDT-based synchronization. Changes propagate to all connected clients within milliseconds, maintaining a single source of truth while preserving individual edit history.","intents":["Have a copywriter and editor work on the same generated article simultaneously without overwriting each other's changes","Track which team member made which edits to generated content for accountability and review workflows","Merge conflicting edits when two users modify the same paragraph at the same time","Revert to previous versions of collaboratively-edited content if needed"],"best_for":["Small marketing teams (2-5 people) collaborating on content production with real-time feedback loops","Agencies managing client content where multiple stakeholders need simultaneous access to drafts","Remote teams requiring synchronous collaboration without email/Slack back-and-forth"],"limitations":["Real-time sync adds 150-300ms latency per edit in high-latency networks; not suitable for sub-100ms responsiveness requirements","Conflict resolution via OT/CRDT can produce unexpected results when 3+ users edit overlapping text regions simultaneously","No built-in permission granularity — all collaborators have equal edit rights; no read-only or comment-only roles","Collaboration session state is ephemeral; closing the browser tab may lose unsaved changes if auto-save fails"],"requires":["SmartWriteAI paid tier (freemium tier may have limited concurrent collaborators)","Modern browser with WebSocket support (Chrome 16+, Firefox 11+, Safari 6+)","Stable internet connection with minimum 1 Mbps bandwidth","All collaborators must have active SmartWriteAI accounts"],"input_types":["generated content from SmartWriteAI (text)","manual text edits from collaborators","formatting changes (bold, italics, links)"],"output_types":["synchronized plain text across all connected clients","edit history log with timestamps and user attribution","version snapshots for rollback"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smartwriteai__cap_10","uri":"capability://safety.moderation.content.compliance.and.brand.guideline.enforcement","name":"content compliance and brand guideline enforcement","description":"Validates generated content against user-defined brand guidelines, compliance rules, and content policies (e.g., no medical claims, no competitor mentions, required disclaimers). The system flags violations and suggests corrections, ensuring generated content meets regulatory and brand requirements before publication. Rules can be defined as text patterns, keyword blacklists, or more complex logic.","intents":["Ensure generated marketing copy doesn't make unsubstantiated health or medical claims","Prevent generated content from mentioning competitors or using restricted terminology","Automatically add required disclaimers, disclosures, or legal language to generated content","Validate that generated content complies with industry regulations (GDPR, FTC guidelines, etc.)"],"best_for":["Regulated industries (healthcare, finance, legal) where content compliance is critical","Brands with strict brand guidelines and content policies that must be enforced","Teams managing content for multiple brands with different compliance requirements"],"limitations":["Compliance checking is rule-based (keyword matching, pattern detection) and may miss subtle violations or context-dependent issues","No integration with legal or compliance expertise; rules must be manually defined by users","False positives are common (e.g., flagging legitimate use of competitor names in comparative contexts)","Complex compliance rules (e.g., FTC endorsement guidelines) may be difficult to encode as simple text patterns"],"requires":["SmartWriteAI account with compliance feature","Defined brand guidelines and compliance rules (as text patterns, keyword lists, or custom logic)","Ability to maintain and update compliance rules as policies change"],"input_types":["generated content (plain text)","brand guidelines and compliance rules (text patterns, keyword blacklists, custom logic)"],"output_types":["compliance report with flagged violations","suggested corrections or alternative phrasing","required disclaimers or legal language to add","compliance score (% of content meeting guidelines)"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smartwriteai__cap_11","uri":"capability://search.retrieval.content.inspiration.and.research.aggregation.from.web.sources","name":"content inspiration and research aggregation from web sources","description":"Aggregates relevant web content, articles, and research on a given topic to provide users with source material and inspiration for content generation. The system performs web searches, summarizes findings, and presents key points and statistics that can inform content creation. Users can cite sources directly in generated content or use research findings to validate claims.","intents":["Find recent statistics, case studies, and research to include in a blog post","Discover trending topics and angles related to a content topic","Gather competitor content and messaging to inform content strategy","Validate claims and find sources to cite in generated content"],"best_for":["Content creators needing research and source material for data-driven content","Journalists and researchers using AI to accelerate fact-finding and source discovery","Marketing teams creating thought leadership content that requires citations and research"],"limitations":["Web search results are limited to publicly indexed content; may miss paywalled research, academic papers, or proprietary data","Summarization of web sources may introduce inaccuracies or misrepresent original content","No verification of source credibility or accuracy; users must manually validate findings","Research aggregation adds latency (5-15 seconds per search) to content generation workflow"],"requires":["SmartWriteAI account with research feature","Internet connection for web searches","Topic or research query"],"input_types":["topic or research query","optional: source types to prioritize (academic, news, blogs, etc.)"],"output_types":["list of relevant web sources with summaries","key statistics and findings extracted from sources","suggested citations and source attribution","optional: structured data (JSON) with source metadata for integration with content"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smartwriteai__cap_2","uri":"capability://text.generation.language.brand.voice.and.tone.customization.via.preference.profiles","name":"brand voice and tone customization via preference profiles","description":"Allows users to define and save brand voice parameters (formality level, vocabulary preferences, emotional tone, industry jargon usage) as reusable profiles that influence all subsequent content generation. The system encodes these preferences into prompt engineering instructions that are prepended to generation requests, shaping the LLM's output style without requiring fine-tuning or model retraining.","intents":["Create a 'professional B2B' voice profile that generates formal, jargon-heavy content for enterprise audiences","Define a 'casual startup' profile that produces conversational, emoji-friendly social posts","Switch between multiple brand voices (e.g., corporate vs. playful) for different product lines without manual prompt editing","Ensure all generated content maintains consistent tone across blog, email, and social channels"],"best_for":["Brands with established voice guidelines that need AI output to conform to brand standards","Agencies managing multiple client brands with distinct voices and needing to switch contexts quickly","Marketing teams wanting to experiment with different brand personas without hiring new copywriters"],"limitations":["Prompt-based customization is shallow; cannot capture complex brand voice nuances that require deep contextual understanding or multi-paragraph examples","No machine learning feedback loop — profiles don't improve over time based on user feedback or performance metrics","Limited to predefined tone dimensions (formality, emotion, jargon); cannot encode brand-specific metaphors, storytelling patterns, or cultural references","Customization quality degrades significantly for non-English languages or niche industry vocabularies not well-represented in training data"],"requires":["SmartWriteAI account with profile creation feature (likely paid tier)","Ability to articulate brand voice preferences in English (no voice analysis from existing content samples)","Minimum 3-5 example sentences or brand guidelines to inform profile creation"],"input_types":["structured form inputs (formality slider, tone keywords, vocabulary preferences)","free-text brand guidelines or voice descriptions","example sentences demonstrating desired tone"],"output_types":["saved voice profile (stored as configuration object)","generated content styled according to profile parameters","profile preview showing sample output in the defined voice"],"categories":["text-generation-language","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smartwriteai__cap_3","uri":"capability://text.generation.language.content.generation.with.seo.optimization.hints","name":"content generation with seo optimization hints","description":"Generates written content with built-in SEO considerations, including keyword density analysis, meta description generation, heading structure optimization, and readability scoring (Flesch-Kincaid, Gunning Fog). The system analyzes generated content against SEO best practices and provides inline suggestions for keyword placement, internal linking opportunities, and structural improvements without requiring external SEO tools.","intents":["Generate a blog post that ranks for target keywords while maintaining natural readability","Create SEO-optimized meta descriptions and title tags for generated articles","Identify keyword gaps in generated content and suggest placement opportunities","Check readability scores and adjust content complexity for target audience literacy levels"],"best_for":["Solo bloggers and content creators optimizing for organic search without dedicated SEO expertise","Small marketing teams producing content-driven lead generation without access to enterprise SEO tools","Content agencies needing to deliver SEO-ready content to clients without manual optimization workflows"],"limitations":["SEO analysis is surface-level (keyword density, readability) and doesn't account for semantic relevance, entity relationships, or topical authority that modern search algorithms prioritize","No integration with Google Search Console, Ahrefs, or SEMrush to validate keyword difficulty, search volume, or competitive landscape before generation","Keyword suggestions are generic; doesn't identify long-tail opportunities or user intent variations specific to the target niche","Readability scoring is based on simple syllable/word length metrics and doesn't account for domain-specific jargon or technical complexity that may be appropriate for expert audiences"],"requires":["SmartWriteAI account with SEO features enabled (likely paid tier)","Target keywords or topics provided by user","Minimum 300 words of generated content for meaningful SEO analysis"],"input_types":["topic or keyword for content generation","target audience or industry context","optional: existing content to analyze for SEO gaps"],"output_types":["generated article with SEO metadata (title, meta description, heading structure)","SEO score (0-100) with breakdown by category (keyword density, readability, structure)","inline suggestions for keyword placement and structural improvements","readability metrics (Flesch-Kincaid grade level, Gunning Fog index)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smartwriteai__cap_4","uri":"capability://text.generation.language.content.variation.generation.with.a.b.testing.scaffolding","name":"content variation generation with a/b testing scaffolding","description":"Generates multiple variations of the same content (headlines, ad copy, email subject lines) with controlled parameter changes (tone, length, CTA style) to support A/B testing workflows. The system produces variations with metadata tags indicating which parameters were modified, enabling users to track which variations perform best and feed performance data back into future generation requests.","intents":["Generate 5 headline variations for a blog post and A/B test them to identify the highest-CTR version","Create 3 email subject line variations with different emotional appeals and measure open rates","Produce multiple ad copy variants with different CTAs (Sign Up, Learn More, Buy Now) for split testing","Analyze which variation parameters (tone, length, specificity) correlate with better performance"],"best_for":["Performance marketers and growth teams optimizing conversion funnels through data-driven content iteration","Email marketers testing subject lines and body copy variations to improve open and click rates","Content creators experimenting with different headlines and formats to maximize engagement"],"limitations":["Variation generation is parameter-based (tone, length) and doesn't explore fundamentally different messaging angles or value propositions","No built-in statistical significance testing; users must manually track performance and determine if differences are meaningful","Performance data integration is manual — no automatic feedback loop to inform future variation generation based on historical A/B test results","Variations are generated independently; no constraint to ensure variations are meaningfully different (may produce near-duplicates)"],"requires":["SmartWriteAI account with variation generation feature","Ability to define variation parameters (tone, length, CTA style, etc.)","External A/B testing infrastructure (email platform, ad platform, or website analytics) to measure performance"],"input_types":["base content brief or topic","variation parameters (number of variations, parameter types to vary)","optional: performance data from previous A/B tests"],"output_types":["multiple content variations (typically 3-10 per request)","metadata per variation indicating which parameters were changed","variation IDs for tracking in external A/B testing tools","optional: performance comparison report if historical data is provided"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smartwriteai__cap_5","uri":"capability://memory.knowledge.content.library.and.template.management.with.version.control","name":"content library and template management with version control","description":"Maintains a persistent library of generated content, saved templates, and brand voice profiles with version history and rollback capabilities. Users can organize content by project, content type, or campaign, search across the library, and restore previous versions of content if needed. The system tracks metadata (creation date, author, performance metrics) for each content piece.","intents":["Save a high-performing blog post template and reuse it for future articles with different topics","Organize generated content by campaign or product line for easy retrieval and repurposing","Restore a previous version of an article if edits made it worse","Search across all generated content to find examples of a specific tone or format"],"best_for":["Content teams managing large volumes of generated content and needing organization/searchability","Agencies reusing templates across multiple client projects","Solo creators building a content asset library over time"],"limitations":["Library search is likely keyword-based and doesn't support semantic search or content similarity matching","No built-in export to CMS platforms; content must be manually copied or exported as plain text/markdown","Version history is stored server-side; no local backup or offline access to library","Storage limits may apply on freemium tier, forcing users to delete old content to stay within quota"],"requires":["SmartWriteAI account with library storage (freemium tier may have limited storage)","Internet connection to access library","Ability to organize content into projects or folders"],"input_types":["generated content from SmartWriteAI","manual content uploads (optional)","metadata tags and project assignments"],"output_types":["searchable content library with metadata","version history with timestamps and change attribution","exportable content (plain text, markdown, or HTML)","template snapshots for reuse"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smartwriteai__cap_6","uri":"capability://safety.moderation.plagiarism.detection.and.originality.scoring","name":"plagiarism detection and originality scoring","description":"Analyzes generated content against a database of web content and academic sources to detect potential plagiarism or excessive similarity to existing published material. Returns an originality score (0-100%) and highlights specific passages that match existing content, allowing users to identify and revise problematic sections before publishing.","intents":["Verify that generated content is original before publishing to avoid plagiarism penalties","Identify which sections of generated content are too similar to existing sources and need rewriting","Check content originality across multiple formats (blog, social, email) in a single workflow","Generate reports showing originality scores for client deliverables"],"best_for":["Content creators and agencies needing to verify originality before publishing","Academic and professional writers ensuring compliance with plagiarism policies","Publishers and content platforms enforcing originality standards"],"limitations":["Plagiarism detection is based on string matching and similarity algorithms; may produce false positives for common phrases or industry-standard language","Database coverage is limited to indexed web content and may miss plagiarism against paywalled sources, internal documents, or very recent publications","Originality scoring doesn't account for proper attribution or paraphrasing; may flag content that is legitimately cited or transformed","Detection latency may be 10-30 seconds per content piece, making real-time feedback impractical for large batch operations"],"requires":["SmartWriteAI account with plagiarism detection feature (likely paid tier)","Generated content of minimum 100 words for meaningful plagiarism analysis","Internet connection for real-time database queries"],"input_types":["generated content from SmartWriteAI (plain text)","optional: external content to check for plagiarism"],"output_types":["originality score (0-100%)","plagiarism report with highlighted matching passages","source attribution for detected matches","suggestions for rewriting flagged sections"],"categories":["safety-moderation","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smartwriteai__cap_7","uri":"capability://data.processing.analysis.content.performance.analytics.and.feedback.loop.integration","name":"content performance analytics and feedback loop integration","description":"Tracks performance metrics (views, clicks, engagement, conversions) for published content and correlates performance with generation parameters (tone, length, keywords, format). Provides dashboards showing which content types, tones, and topics perform best, enabling data-driven decisions about future content generation. Users can manually log performance data or integrate with analytics platforms via API.","intents":["Identify which blog post topics and tones generate the most traffic and engagement","Correlate email subject line variations with open rates to inform future subject line generation","Discover which social media post formats (video, carousel, text-only) drive the most engagement","Use historical performance data to optimize future content generation parameters"],"best_for":["Data-driven content teams optimizing content strategy based on performance metrics","Performance marketers and growth teams measuring ROI of AI-generated content","Content creators experimenting with different formats and tones to maximize engagement"],"limitations":["Performance data integration is manual or requires custom API integration; no out-of-the-box connectors to Google Analytics, email platforms, or social media analytics","Correlation analysis is descriptive (what performed well) rather than predictive (what will perform well); no ML model to forecast performance of new content","Attribution is difficult for multi-channel content; unclear which channel drove conversions when content is published across blog, email, and social","Performance data is siloed within SmartWriteAI; no integration with broader marketing analytics platforms for holistic ROI measurement"],"requires":["SmartWriteAI account with analytics feature (likely paid tier)","Published content with trackable performance metrics","Manual data entry or API integration to feed performance data into SmartWriteAI","Minimum 10-20 content pieces with performance data for meaningful trend analysis"],"input_types":["generated content metadata (topic, tone, format, keywords)","performance metrics (views, clicks, engagement, conversions)","optional: external analytics data via API integration"],"output_types":["performance dashboard with metrics by content type, tone, topic","correlation analysis showing which parameters correlate with high performance","trend reports identifying seasonal patterns or emerging topics","recommendations for future content generation based on historical performance"],"categories":["data-processing-analysis","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smartwriteai__cap_8","uri":"capability://text.generation.language.content.repurposing.and.format.conversion.with.structural.adaptation","name":"content repurposing and format conversion with structural adaptation","description":"Converts existing content from one format to another (blog post to social media thread, long-form article to email series, video transcript to blog post) while adapting structure, length, and tone for the target format. The system analyzes the source content's key points and messaging, then reconstructs it according to target format conventions (e.g., breaking a blog post into tweet-sized chunks with hashtags, or expanding a social post into a detailed article with citations).","intents":["Convert a long-form blog post into a 10-tweet thread with proper threading and hashtags","Break a detailed article into a 5-email nurture sequence with subject lines and CTAs","Expand a social media post into a full blog article with research, examples, and citations","Transform a video transcript into a blog post with timestamps, key takeaways, and visual descriptions"],"best_for":["Content creators maximizing ROI by repurposing content across multiple channels","Marketing teams producing multi-format content campaigns from a single source piece","Agencies managing content distribution across diverse platforms without duplicating effort"],"limitations":["Structural adaptation is rule-based (e.g., break into N-word chunks for tweets) and may not preserve nuance or context when converting between formats","Expansion (e.g., social post to blog) requires adding new information; system may hallucinate or add inaccurate details if source content is too sparse","Format conversion quality degrades for specialized formats (technical documentation, legal copy, academic writing) that require domain-specific conventions","No preservation of multimedia elements (images, videos, embeds); conversion is text-only"],"requires":["SmartWriteAI account with repurposing feature","Source content in plain text or markdown format","Specification of target format and any format-specific parameters (e.g., number of tweets, email sequence length)"],"input_types":["existing content (blog post, article, social post, transcript)","target format specification (tweets, email series, blog post, etc.)","optional: tone or style adjustments for target format"],"output_types":["converted content in target format","structural metadata (e.g., tweet sequence numbers, email subject lines)","optional: suggested images, links, or multimedia for each section"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smartwriteai__cap_9","uri":"capability://planning.reasoning.content.outline.and.structure.generation.with.hierarchical.planning","name":"content outline and structure generation with hierarchical planning","description":"Generates detailed content outlines with hierarchical structure (H1, H2, H3 headings, bullet points, key talking points) before full content generation. Users can review, edit, and approve the outline structure before the system generates full prose for each section. This enables planning-first workflows where structure is validated before time-consuming full content generation.","intents":["Create a blog post outline with main sections and subsections before writing the full article","Plan the structure of a long-form guide with chapters, sections, and key points","Review and edit content structure before committing to full generation to avoid wasted effort","Ensure content covers all necessary topics and maintains logical flow before writing"],"best_for":["Content creators planning complex, long-form content (guides, whitepapers, ebooks) where structure validation is critical","Teams collaborating on content where outline approval is required before writing","Creators wanting to avoid generating full content that doesn't meet structural requirements"],"limitations":["Outline generation is based on topic analysis and common content patterns; may miss unique angles or specialized structures needed for niche topics","No constraint to ensure outline sections are balanced in depth or length; may produce uneven structures with some sections too detailed and others too sparse","Outline editing is manual; no smart suggestions for improving structure or identifying gaps","Generated outlines follow predictable patterns (intro, main points, conclusion) and may not suit unconventional content structures"],"requires":["SmartWriteAI account with outline generation feature","Topic or content brief","Optional: target audience or content goals to inform outline structure"],"input_types":["topic or content brief","optional: target audience, content goals, or desired outline depth"],"output_types":["hierarchical outline with H1, H2, H3 headings","bullet points or key talking points per section","estimated word count per section","optional: suggested sources or research areas per section"],"categories":["planning-reasoning","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["Active SmartWriteAI account (freemium or paid tier)","Input text of minimum 20 characters (topic, product description, or brief)","Internet connection for real-time API calls to generation backend","SmartWriteAI paid tier (freemium tier may have limited concurrent collaborators)","Modern browser with WebSocket support (Chrome 16+, Firefox 11+, Safari 6+)","Stable internet connection with minimum 1 Mbps bandwidth","All collaborators must have active SmartWriteAI accounts","SmartWriteAI account with compliance feature","Defined brand guidelines and compliance rules (as text patterns, keyword lists, or custom logic)","Ability to maintain and update compliance rules as policies change"],"failure_modes":["Template-based approach produces predictable, formulaic output that may lack originality across similar prompts","No format-specific fine-tuning per brand — all blog outputs follow the same structural template regardless of publication style","Output quality degrades when input briefs are vague; requires detailed context for each format to avoid generic results","No built-in A/B testing framework to measure which format variations perform best","Real-time sync adds 150-300ms latency per edit in high-latency networks; not suitable for sub-100ms responsiveness requirements","Conflict resolution via OT/CRDT can produce unexpected results when 3+ users edit overlapping text regions simultaneously","No built-in permission granularity — all collaborators have equal edit rights; no read-only or comment-only roles","Collaboration session state is ephemeral; closing the browser tab may lose unsaved changes if auto-save fails","Compliance checking is rule-based (keyword matching, pattern detection) and may miss subtle violations or context-dependent issues","No integration with legal or compliance expertise; rules must be manually defined by users","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":"2026-05-24T12:16:33.096Z","last_scraped_at":"2026-04-05T13:23:42.559Z","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=smartwriteai","compare_url":"https://unfragile.ai/compare?artifact=smartwriteai"}},"signature":"izEdIQAkNeqlS+GJ/3r1xmLCFaUfhmV+izJmmYYnRfDAtO2TPRXJTgDFU9/d8f8OIg3a30UuACmEX4B/J3XHDw==","signedAt":"2026-06-21T11:31:07.528Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/smartwriteai","artifact":"https://unfragile.ai/smartwriteai","verify":"https://unfragile.ai/api/v1/verify?slug=smartwriteai","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"}}