{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_stylergpt","slug":"stylergpt","name":"StylerGPT","type":"product","url":"https://stylergpt.com","page_url":"https://unfragile.ai/stylergpt","categories":["chatbots-assistants"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_stylergpt__cap_0","uri":"capability://text.generation.language.theme.customization.and.visual.styling","name":"theme-customization-and-visual-styling","description":"Provides a theming engine that overlays custom CSS stylesheets onto ChatGPT's DOM, enabling users to switch between pre-built themes (dark mode, light mode, custom palettes) or create custom color schemes. The implementation likely uses CSS variable injection or stylesheet swapping to modify the ChatGPT interface without altering backend functionality, preserving all native ChatGPT capabilities while changing visual presentation.","intents":["I want to reduce eye strain during long ChatGPT sessions with a dark theme optimized for my monitor","I need to customize the interface colors to match my brand or personal aesthetic preferences","I want to switch between multiple themes depending on time of day or work context"],"best_for":["Design professionals and visual-focused users spending 4+ hours daily in ChatGPT","Teams with brand guidelines who want ChatGPT interface to match their design system","Users with accessibility needs requiring specific contrast ratios or color schemes"],"limitations":["Theme customization is purely visual — does not affect ChatGPT's response quality or model behavior","Custom themes may break or require updates when OpenAI pushes UI changes to ChatGPT","No programmatic theme API — themes are static CSS, not dynamic based on conversation context"],"requires":["Active ChatGPT account with web interface access","Modern browser with CSS custom properties support (Chrome 49+, Firefox 31+, Safari 9.1+)","StylerGPT browser extension or web wrapper installed"],"input_types":["color hex codes or RGB values","CSS variable definitions","theme preset selections"],"output_types":["styled ChatGPT interface","exportable theme configuration files (JSON or CSS)"],"categories":["text-generation-language","ui-customization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stylergpt__cap_1","uri":"capability://memory.knowledge.conversation.tagging.and.metadata.organization","name":"conversation-tagging-and-metadata-organization","description":"Implements a tagging and metadata system that wraps ChatGPT conversations, allowing users to assign custom tags, categories, and labels to chats for organizational purposes. The system likely stores metadata in a local database or cloud backend separate from ChatGPT's native conversation storage, then surfaces this metadata in a custom sidebar or search interface to enable filtering and retrieval without modifying ChatGPT's native folder structure.","intents":["I want to tag conversations by project, client, or topic so I can quickly find related chats across months of history","I need to organize 200+ ChatGPT conversations into a searchable taxonomy without using ChatGPT's limited folder system","I want to mark conversations as 'archived', 'in-progress', or 'reference' to track workflow status"],"best_for":["Content creators and designers managing 50+ active ChatGPT conversations simultaneously","Agencies and teams using ChatGPT for client work and needing conversation attribution and tagging","Researchers and analysts who need to organize and cross-reference ChatGPT outputs by topic"],"limitations":["Metadata storage is separate from ChatGPT's native system — tags do not sync across devices unless StylerGPT provides cloud sync","Tagging system does not affect ChatGPT's search or recommendation algorithms; it's purely a UI-layer organizational tool","No bulk tagging or automated tag suggestions based on conversation content — all tagging is manual"],"requires":["StylerGPT account (free or premium tier)","Active ChatGPT account","Browser with local storage or cloud sync capability"],"input_types":["custom tag strings","category selections","conversation metadata (date, model used, token count)"],"output_types":["tagged conversation list","filtered/searchable conversation view","tag hierarchy or taxonomy visualization"],"categories":["memory-knowledge","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stylergpt__cap_10","uri":"capability://automation.workflow.keyboard.shortcuts.and.productivity.hotkeys","name":"keyboard-shortcuts-and-productivity-hotkeys","description":"Implements customizable keyboard shortcuts for common actions (new conversation, search, export, share) to accelerate workflow for power users. The implementation likely registers global or scoped keyboard event listeners and maps them to UI actions or API calls, with a settings panel for customization.","intents":["I want to create a new ChatGPT conversation with a single keyboard shortcut instead of clicking buttons","I need to quickly search conversations or access templates without using the mouse","I want to customize keyboard shortcuts to match my existing muscle memory from other tools"],"best_for":["Power users and developers who prefer keyboard navigation over mouse interaction","Users with accessibility needs who benefit from keyboard-only navigation","Teams standardizing on keyboard shortcuts for consistent workflows"],"limitations":["Keyboard shortcuts may conflict with browser or OS shortcuts, requiring careful design to avoid collisions","Custom shortcuts are stored locally and do not sync across devices unless cloud sync is enabled","No macro or multi-step automation — shortcuts trigger single actions only"],"requires":["StylerGPT extension or web wrapper with keyboard event handling","Browser with support for keyboard event interception (most modern browsers)"],"input_types":["keyboard key combinations (e.g., Ctrl+Shift+N)","action mappings (e.g., 'new conversation', 'search', 'export')"],"output_types":["executed UI action or API call","keyboard shortcut configuration panel"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stylergpt__cap_2","uri":"capability://text.generation.language.enhanced.readability.formatting.and.text.rendering","name":"enhanced-readability-formatting-and-text-rendering","description":"Applies typography and layout improvements to ChatGPT's response rendering, including adjustable font sizes, line heights, code block styling, and markdown rendering enhancements. The implementation likely intercepts ChatGPT's markdown-to-HTML conversion or applies post-processing CSS to improve visual hierarchy, contrast, and readability without modifying the underlying response content or model behavior.","intents":["I want to increase font size and line spacing in ChatGPT responses to reduce eye fatigue during long reading sessions","I need better code block formatting with syntax highlighting and copy-to-clipboard buttons for developer workflows","I want improved markdown rendering with better visual distinction between headers, lists, and body text"],"best_for":["Users with vision accessibility needs requiring larger fonts or higher contrast","Developers who frequently copy code from ChatGPT and need better code block UX","Content creators reviewing and editing ChatGPT outputs for publication"],"limitations":["Formatting improvements are visual only — do not affect the actual text content or ChatGPT's response quality","Custom font choices may not persist if ChatGPT updates its rendering engine or CSS class names","No support for custom markdown extensions or non-standard formatting beyond ChatGPT's native markdown support"],"requires":["StylerGPT extension or web wrapper active","Modern browser with CSS support for custom properties and flexbox","ChatGPT web interface (not API-based usage)"],"input_types":["font size adjustments (px or em values)","line height multipliers","code block theme selections"],"output_types":["rendered ChatGPT responses with improved typography","syntax-highlighted code blocks","formatted markdown with visual hierarchy"],"categories":["text-generation-language","ui-customization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stylergpt__cap_3","uri":"capability://data.processing.analysis.conversation.export.and.multi.format.output","name":"conversation-export-and-multi-format-output","description":"Enables users to export ChatGPT conversations in multiple formats (Markdown, PDF, HTML, JSON) with optional formatting, styling, and metadata preservation. The implementation likely renders the conversation to an intermediate format (HTML or AST), then uses format-specific exporters (markdown serializer, PDF renderer, JSON serializer) to generate downloadable files while preserving conversation structure, timestamps, and styling.","intents":["I want to export a ChatGPT conversation as a formatted PDF with my custom theme applied for client delivery","I need to save conversations as Markdown files for version control and documentation purposes","I want to export conversation metadata and responses as JSON for analysis or integration with other tools"],"best_for":["Consultants and agencies delivering ChatGPT-assisted work to clients and needing professional export formats","Researchers archiving conversations for reproducibility and citation","Developers integrating ChatGPT conversations into documentation or knowledge bases"],"limitations":["Export feature is gated behind premium paywall, limiting accessibility for free-tier users","Exported files are static snapshots — no two-way sync or live updates if conversation is modified","PDF export may lose interactive elements or require specific browser rendering engine, causing inconsistent output across platforms"],"requires":["StylerGPT premium account (paywall feature)","Browser with download capability","For PDF export: modern browser with PDF rendering support or server-side PDF generation service"],"input_types":["ChatGPT conversation ID or URL","export format selection (Markdown, PDF, HTML, JSON)","optional styling/theme preferences"],"output_types":["Markdown (.md) files with conversation structure","PDF files with formatted styling and optional branding","HTML files with interactive elements preserved","JSON files with full metadata and conversation tree"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stylergpt__cap_4","uri":"capability://search.retrieval.conversation.search.and.full.text.indexing","name":"conversation-search-and-full-text-indexing","description":"Implements a client-side or server-side full-text search index across all user conversations, enabling fast keyword search, semantic search, or filter-based retrieval without relying on ChatGPT's native search. The implementation likely builds an inverted index of conversation content (titles, responses, metadata) and surfaces results through a custom search UI with filtering by date, tags, or model used.","intents":["I want to search across 500+ conversations for a specific topic or keyword without scrolling through ChatGPT's limited search","I need to find all conversations tagged 'client-X' that mention 'design system' and were created in the last month","I want to search by conversation metadata (model, date range, token count) in addition to content keywords"],"best_for":["Power users with 100+ active conversations who need fast, advanced search capabilities","Teams using ChatGPT for client work and needing to retrieve conversations by client, project, or topic","Researchers and analysts who need to search and cross-reference large conversation archives"],"limitations":["Search index is built from locally cached conversation data — may not include very old conversations if caching is limited","Full-text search performance degrades with very large conversation archives (1000+ conversations) unless indexed server-side","Semantic search (if implemented) requires embedding generation, adding latency and potential API costs"],"requires":["StylerGPT account with search feature enabled","Browser with sufficient local storage for conversation index (typically 50-100MB for 500+ conversations)","For server-side search: StylerGPT backend service and cloud storage"],"input_types":["keyword search queries","filter criteria (date range, tags, model, status)","search operators (AND, OR, phrase matching)"],"output_types":["ranked search results with snippets","filtered conversation list","search result count and relevance scores"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stylergpt__cap_5","uri":"capability://tool.use.integration.conversation.sharing.and.collaboration.links","name":"conversation-sharing-and-collaboration-links","description":"Enables users to generate shareable links to conversations with optional access controls (read-only, password-protected, expiring links) and optional redaction of sensitive information. The implementation likely stores conversation snapshots in a database, generates unique URLs, and applies access control middleware to enforce permissions without exposing the user's ChatGPT account.","intents":["I want to share a ChatGPT conversation with a client or colleague without giving them access to my entire ChatGPT account","I need to create a read-only link to a conversation that expires after 7 days for security purposes","I want to share a conversation but redact sensitive information (API keys, personal data) before sharing"],"best_for":["Consultants and agencies sharing ChatGPT-assisted work with clients securely","Teams collaborating on ChatGPT outputs and needing to share specific conversations","Educators sharing example conversations with students without exposing account credentials"],"limitations":["Shared links create a copy or snapshot of the conversation — changes to the original conversation do not update shared links","Password protection and expiring links require backend infrastructure, which may not be available in free tier","Redaction is manual or rule-based — no automatic detection of sensitive information like API keys or PII"],"requires":["StylerGPT account (may require premium for advanced sharing features)","Backend service for link generation and access control (StylerGPT servers)","Optional: password or authentication mechanism for protected links"],"input_types":["conversation ID or URL","access control settings (read-only, password, expiration date)","optional redaction rules or sensitive data patterns"],"output_types":["shareable URL","access control metadata","shared conversation view (read-only or with redactions)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stylergpt__cap_6","uri":"capability://text.generation.language.conversation.summarization.and.key.insights.extraction","name":"conversation-summarization-and-key-insights-extraction","description":"Automatically generates summaries and extracts key insights from conversations using either ChatGPT's API or a separate summarization model, displaying summaries in the sidebar or conversation header for quick reference. The implementation likely calls ChatGPT's API with a summarization prompt or uses a dedicated summarization model to generate concise summaries without user intervention.","intents":["I want to see a one-paragraph summary of a long conversation without re-reading the entire exchange","I need to extract key decisions, action items, or insights from a conversation for documentation","I want to quickly scan summaries of 50+ conversations to find the one relevant to my current task"],"best_for":["Users with long, multi-turn conversations who need quick reference summaries","Project managers and team leads tracking action items and decisions across multiple conversations","Researchers and analysts synthesizing insights from many conversations"],"limitations":["Automatic summarization may miss nuanced context or important details in complex conversations","Summarization requires API calls (either to ChatGPT or a separate service), adding latency and potential costs","No user control over summarization style, length, or focus — summaries are generated with fixed prompts"],"requires":["StylerGPT account with summarization feature enabled","API access to ChatGPT or alternative summarization service (may require additional API key)","Sufficient API quota or credits for summarization requests"],"input_types":["conversation content (full or partial)","optional summarization parameters (length, focus area)"],"output_types":["text summary (1-3 paragraphs)","key insights or action items (bullet points)","metadata (summary generation timestamp, model used)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stylergpt__cap_7","uri":"capability://data.processing.analysis.multi.conversation.comparison.and.diff.view","name":"multi-conversation-comparison-and-diff-view","description":"Enables side-by-side comparison of two or more conversations, highlighting differences in responses, approaches, or outcomes for the same or similar prompts. The implementation likely renders conversations in a split-view layout with optional diff highlighting (showing added/removed text) and metadata comparison (model, tokens, response time).","intents":["I want to compare ChatGPT's responses to the same prompt across different models or conversation contexts","I need to see how my prompting technique evolved across multiple conversations on the same topic","I want to analyze differences in ChatGPT's responses when given slightly different instructions or context"],"best_for":["Researchers and prompt engineers optimizing ChatGPT prompts and comparing model outputs","Content creators testing different approaches or tones in ChatGPT conversations","Teams analyzing ChatGPT's consistency and quality across similar tasks"],"limitations":["Diff view is limited to text comparison — does not analyze semantic similarity or meaning differences","Comparing more than 2-3 conversations becomes visually cluttered and difficult to parse","No automated insight generation about why responses differ — comparison is visual only"],"requires":["StylerGPT account with comparison feature enabled","Two or more conversations to compare","Browser with sufficient screen real estate for side-by-side view"],"input_types":["conversation IDs or URLs to compare","optional filter criteria (compare only specific message ranges)"],"output_types":["side-by-side conversation view","diff highlighting (added/removed text)","metadata comparison (model, tokens, response time)"],"categories":["data-processing-analysis","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stylergpt__cap_8","uri":"capability://text.generation.language.custom.prompt.templates.and.quick.access","name":"custom-prompt-templates-and-quick-access","description":"Allows users to create and save reusable prompt templates with variable placeholders, enabling quick insertion of common prompts or prompt patterns into new conversations. The implementation likely stores templates in a database or local storage, provides a template picker UI, and performs variable substitution when a template is selected.","intents":["I want to save my best ChatGPT prompts as templates so I can reuse them without retyping","I need to create a library of prompts for common tasks (code review, content writing, brainstorming) with variable placeholders","I want to share prompt templates with my team so everyone uses consistent, optimized prompts"],"best_for":["Power users who repeatedly use similar prompts and want to save time","Teams standardizing on prompt libraries for consistent ChatGPT usage","Educators creating prompt templates for students to use in assignments"],"limitations":["Templates are static text with simple variable substitution — no dynamic logic or conditional prompting","No versioning or template evolution tracking — templates are overwritten when updated","Template sharing requires manual export/import or cloud sync, not built-in team collaboration"],"requires":["StylerGPT account with template feature enabled","Browser local storage or cloud backend for template persistence"],"input_types":["prompt text with variable placeholders (e.g., {{topic}}, {{tone}})","template metadata (name, category, description)"],"output_types":["template picker UI","prompt text with variables substituted","template library or catalog view"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_stylergpt__cap_9","uri":"capability://data.processing.analysis.conversation.statistics.and.usage.analytics","name":"conversation-statistics-and-usage-analytics","description":"Tracks and displays statistics about ChatGPT usage patterns, including conversation frequency, token usage, model distribution, response times, and cost estimates. The implementation likely aggregates metadata from conversations (timestamps, token counts, model used) and renders dashboards or charts showing usage trends over time.","intents":["I want to see how much I'm spending on ChatGPT API usage and identify cost optimization opportunities","I need to track my team's ChatGPT usage patterns to understand productivity and identify bottlenecks","I want to analyze which models or conversation types are most effective for my workflows"],"best_for":["Teams and organizations managing ChatGPT costs and usage budgets","Researchers analyzing ChatGPT usage patterns and effectiveness","Individuals tracking personal ChatGPT usage for productivity insights"],"limitations":["Analytics are based on metadata only (tokens, timestamps) — no analysis of response quality or user satisfaction","Cost estimates require knowledge of ChatGPT's pricing model, which may change; StylerGPT must update pricing data","No real-time analytics — data is aggregated from cached conversations, not live API calls"],"requires":["StylerGPT account with analytics feature enabled","Sufficient conversation history to generate meaningful statistics","Optional: ChatGPT API key for cost tracking (if StylerGPT integrates with API usage data)"],"input_types":["conversation metadata (date, model, tokens, response time)","optional date range or filter criteria for analytics"],"output_types":["usage statistics (conversations per day, tokens per conversation, etc.)","charts and visualizations (usage trends, model distribution, cost breakdown)","cost estimates or actual usage reports"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["Active ChatGPT account with web interface access","Modern browser with CSS custom properties support (Chrome 49+, Firefox 31+, Safari 9.1+)","StylerGPT browser extension or web wrapper installed","StylerGPT account (free or premium tier)","Active ChatGPT account","Browser with local storage or cloud sync capability","StylerGPT extension or web wrapper with keyboard event handling","Browser with support for keyboard event interception (most modern browsers)","StylerGPT extension or web wrapper active","Modern browser with CSS support for custom properties and flexbox"],"failure_modes":["Theme customization is purely visual — does not affect ChatGPT's response quality or model behavior","Custom themes may break or require updates when OpenAI pushes UI changes to ChatGPT","No programmatic theme API — themes are static CSS, not dynamic based on conversation context","Metadata storage is separate from ChatGPT's native system — tags do not sync across devices unless StylerGPT provides cloud sync","Tagging system does not affect ChatGPT's search or recommendation algorithms; it's purely a UI-layer organizational tool","No bulk tagging or automated tag suggestions based on conversation content — all tagging is manual","Keyboard shortcuts may conflict with browser or OS shortcuts, requiring careful design to avoid collisions","Custom shortcuts are stored locally and do not sync across devices unless cloud sync is enabled","No macro or multi-step automation — shortcuts trigger single actions only","Formatting improvements are visual only — do not affect the actual text content or ChatGPT's response quality","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":"2026-05-24T12:16:33.648Z","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=stylergpt","compare_url":"https://unfragile.ai/compare?artifact=stylergpt"}},"signature":"xdlevf9wK7GhwUpDtzBkXQ1QXupD/X1STXnVOlWawQi4L5KRj8/FBITrlEWeLgJ/eEdCUZoTpB8FI8CuQGAFDg==","signedAt":"2026-06-22T07:53:37.339Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/stylergpt","artifact":"https://unfragile.ai/stylergpt","verify":"https://unfragile.ai/api/v1/verify?slug=stylergpt","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"}}