{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_metastory-ai","slug":"metastory-ai","name":"metastory AI","type":"product","url":"https://metastory.ai","page_url":"https://unfragile.ai/metastory-ai","categories":["text-writing"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_metastory-ai__cap_0","uri":"capability://text.generation.language.narrative.structure.guided.story.generation","name":"narrative-structure-guided story generation","description":"Generates story outlines and plot scaffolding by applying predefined narrative frameworks (three-act structure, hero's journey, save-the-cat beats) to user-provided premises. The system maps story elements to structural templates, then generates prose that follows the identified narrative arc. This reduces blank-page paralysis by constraining the creative space to proven story patterns while maintaining flexibility for customization.","intents":["I need a complete story outline with act breaks and plot points from just a single story idea","I want to ensure my narrative follows a proven structure without manually planning beats","I need to generate multiple story variations using the same structural template"],"best_for":["fiction writers overcoming writer's block","content marketers needing rapid narrative scaffolding","screenwriters prototyping story structures before detailed writing"],"limitations":["Outputs generic plot beats that require significant customization to match specific tone or voice","Limited to predefined narrative frameworks—cannot learn or adapt to custom story structures","No multi-threaded narrative support (parallel subplots, unreliable narrators) beyond basic three-act structure","Structural guidance is template-based, not semantically aware of thematic coherence across acts"],"requires":["Story premise or high-concept description (text input)","Selection of narrative framework (dropdown or explicit choice)","Active Metastory AI account with text-generation tier access"],"input_types":["text (story premise, genre, target audience)","structured selection (narrative framework type)"],"output_types":["structured outline (JSON or markdown with act/scene hierarchy)","prose narrative (full story draft following selected structure)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_metastory-ai__cap_1","uri":"capability://text.generation.language.multi.format.content.expansion.from.narrative.premise","name":"multi-format content expansion from narrative premise","description":"Takes a single story or narrative premise and generates derivative content across multiple formats (blog posts, social media captions, email marketing copy, ad copy, product descriptions) by applying format-specific templates and tone adjustments. The system parses the core narrative, extracts key themes and hooks, then applies format-specific constraints (character limits, tone, call-to-action patterns) to produce platform-optimized outputs.","intents":["I have one story idea but need 5 different social media posts, a blog headline, and email subject lines from it","I want to repurpose a single marketing narrative across blog, LinkedIn, Twitter, and Instagram without rewriting each version","I need to generate multiple marketing angles from a single customer success story"],"best_for":["marketing teams managing multi-channel content calendars","content creators maximizing output from limited creative input","SaaS companies generating case-study derivatives across channels"],"limitations":["Outputs often feel generic and lack distinctive brand voice—requires heavy post-editing for tone consistency","No built-in brand voice training or style transfer—applies generic tone templates rather than learning from brand examples","Format constraints are static (Twitter 280 chars, LinkedIn 3000 chars) and don't adapt to platform algorithm changes","No cross-format coherence validation—generated outputs may contradict each other or lose narrative thread"],"requires":["Core narrative or story premise (text input, 50+ characters)","Selection of target formats (checkboxes or multi-select dropdown)","Optional: brand voice guidelines or tone descriptor (text)","Active Metastory AI account with multi-format expansion tier"],"input_types":["text (story premise, narrative, or marketing brief)","structured selection (target formats: blog, social, email, etc.)","optional text (brand voice guidelines, tone preferences)"],"output_types":["text (format-specific content: social captions, blog intros, email copy)","structured data (JSON with format type, character count, platform metadata)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_metastory-ai__cap_10","uri":"capability://text.generation.language.story.based.persona.and.audience.insight.extraction","name":"story-based persona and audience insight extraction","description":"Analyzes story content to extract implicit audience insights, reader personas, and psychographic signals. The system identifies emotional triggers, value propositions, and audience pain points embedded in the narrative, then generates detailed audience personas with demographics, psychographics, and behavioral signals. Output includes audience segment definitions and messaging recommendations tailored to each persona.","intents":["I have a story and want to understand what audience it resonates with based on its content and themes","I need to extract audience personas and psychographic insights from my narrative for targeting","I want to identify emotional triggers and value propositions in my story for audience segmentation"],"best_for":["marketers understanding audience fit for story-based content","product teams identifying target personas from customer narratives","agencies extracting audience insights from brand stories"],"limitations":["Persona extraction is inference-based and may not reflect actual audience demographics or behavior","Psychographic signals are inferred from narrative themes and may not align with real audience values","No integration with actual audience data (surveys, analytics, CRM) — personas are narrative-derived only","Behavioral signals are speculative and not validated against actual user behavior"],"requires":["Story or narrative text (text input, 300+ characters)","Optional: industry or product category (text or dropdown)","Optional: existing audience data or personas (text or file for comparison)","Active Metastory AI account with audience-insight feature access"],"input_types":["text (story, narrative, or case study)","optional structured (industry, product category)","optional text (existing personas for comparison)"],"output_types":["structured document (audience personas with demographics, psychographics, pain points, values)","JSON (machine-readable persona data for integration with marketing tools)","text (messaging recommendations and audience segment definitions)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_metastory-ai__cap_2","uri":"capability://text.generation.language.character.and.world.building.template.system","name":"character and world-building template system","description":"Provides structured templates for defining story characters (personality traits, backstory, motivations, relationships) and world elements (setting rules, magic systems, historical context, geography) with consistency-checking across references. Users fill in template fields, and the system generates character profiles and world bibles that can be referenced during story generation to maintain internal consistency. Templates include validation rules to flag contradictions (e.g., character age vs. timeline events).","intents":["I need to create detailed character profiles that stay consistent across multiple story scenes and chapters","I want to build a fictional world with rules and history that I can reference while writing","I need to ensure character relationships and backstories don't contradict each other across a long narrative"],"best_for":["novelists and long-form fiction writers managing complex character arcs","worldbuilding-heavy genre writers (fantasy, sci-fi, alternate history)","collaborative writing teams needing shared character/world references"],"limitations":["Templates are static and genre-agnostic—no specialized templates for specific genres (hard sci-fi, cozy mystery, etc.)","Consistency checking is rule-based and shallow—flags numeric contradictions but misses semantic inconsistencies (character motivation vs. action)","No version control or change tracking—overwrites previous character definitions without audit trail","Limited integration with story generation—character profiles are reference documents, not actively used to constrain narrative generation"],"requires":["Character or world element name (text input)","Template selection (character profile, location, faction, magic system, etc.)","Completion of template fields (structured form input)","Active Metastory AI account with character/world-building feature access"],"input_types":["text (character names, world element names, descriptions)","structured form input (template fields: age, occupation, personality traits, relationships, etc.)","optional text (character backstory, world history, rules)"],"output_types":["structured document (character profile or world bible in markdown/PDF)","JSON (machine-readable character/world data for consistency checking)","reference links (embeddings or citations for use in story generation)"],"categories":["text-generation-language","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_metastory-ai__cap_3","uri":"capability://text.generation.language.ai.assisted.narrative.editing.and.tone.refinement","name":"ai-assisted narrative editing and tone refinement","description":"Analyzes generated story text for tone, pacing, and voice consistency, then suggests or applies revisions to match a target tone profile. The system uses sentiment analysis and stylistic markers to identify passages that deviate from the desired voice, then regenerates those sections with adjusted parameters (formality level, emotional intensity, vocabulary complexity). Users can define tone via descriptors (e.g., 'witty and irreverent', 'formal and academic') or by providing example text for style transfer.","intents":["My generated story feels generic—I need to inject more personality and distinctive voice into it","I want to adjust the tone of specific paragraphs to match my brand voice without rewriting them manually","I need to ensure consistent tone across multiple story sections generated at different times"],"best_for":["content creators and marketers needing brand-voice consistency","fiction writers refining prose style and voice","teams with style guides requiring automated enforcement"],"limitations":["Tone detection is surface-level (sentiment + stylistic markers) and misses subtle voice elements like humor timing or narrative perspective","Style transfer requires either explicit tone descriptors or example text—no automatic voice learning from user's past writing","Regeneration is non-deterministic and may produce inconsistent results across multiple refinement passes","No fine-grained control over which stylistic elements to preserve vs. change (e.g., keep vocabulary, change formality)"],"requires":["Generated story text or passage (text input, 100+ characters)","Target tone definition (descriptors, example text, or preset tone profile)","Active Metastory AI account with editing/refinement tier access"],"input_types":["text (story passage or full narrative)","text or structured (tone descriptors, example text, or preset tone selection)"],"output_types":["text (revised story with adjusted tone)","structured diff (highlighted changes with tone adjustment explanations)","metadata (tone analysis scores before/after)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_metastory-ai__cap_4","uri":"capability://text.generation.language.story.to.marketing.brief.conversion","name":"story-to-marketing-brief conversion","description":"Extracts marketing-relevant elements from a narrative (hooks, emotional appeals, unique value propositions, target audience signals) and generates a structured marketing brief with positioning statements, messaging pillars, and audience personas. The system performs semantic analysis on the story to identify compelling hooks and emotional resonance points, then maps these to marketing frameworks (positioning statement, key messages, audience segments). Output includes ready-to-use copy angles and audience descriptions.","intents":["I have a customer success story but need to extract the marketing angles and messaging for a campaign","I want to identify the key hooks and emotional appeals in my narrative for use in ad copy","I need to generate audience personas and positioning statements from a story-based marketing brief"],"best_for":["marketing teams converting customer stories into campaign briefs","SaaS companies generating positioning from product narratives","agencies extracting marketing insights from client narratives"],"limitations":["Hook extraction is heuristic-based and may miss subtle or implicit appeals in the narrative","Generated audience personas are shallow (demographics + basic psychographics) without behavioral or intent data","No integration with actual audience data—personas are inferred from narrative signals only","Marketing brief structure is fixed and doesn't adapt to different campaign types (awareness, conversion, retention)"],"requires":["Story or narrative text (text input, 200+ characters)","Optional: target product/service category (text or dropdown)","Optional: campaign type or objective (dropdown: awareness, conversion, retention, etc.)","Active Metastory AI account with marketing-brief feature access"],"input_types":["text (story, customer narrative, or product description)","optional structured (campaign type, product category)"],"output_types":["structured document (marketing brief with positioning, messaging pillars, audience personas)","JSON (machine-readable brief data for integration with marketing tools)","text (copy angles, ad headlines, audience descriptions)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_metastory-ai__cap_5","uri":"capability://automation.workflow.collaborative.story.editing.with.version.control","name":"collaborative story editing with version control","description":"Enables multiple users to edit a story simultaneously with change tracking, commenting, and version history. The system maintains a central story document with user-level permissions (view, comment, edit), tracks all changes with author attribution and timestamps, and allows reverting to previous versions. Comments can be attached to specific passages, and users can resolve or discuss edits before merging changes.","intents":["I need to collaborate with a co-writer on a story with clear change tracking and version history","I want to get feedback from editors on specific passages without losing the original version","I need to manage permissions so some team members can only comment while others can edit"],"best_for":["collaborative writing teams and agencies","publishing workflows with editorial review stages","content teams managing multiple story projects with stakeholder feedback"],"limitations":["Real-time collaboration may have latency issues with large documents (1000+ pages)","No built-in conflict resolution for simultaneous edits to the same passage—uses last-write-wins or manual merge","Version history is stored in Metastory's cloud only—no export to Git or external version control systems","Comment threads are isolated to Metastory UI—no integration with external communication tools (Slack, email)"],"requires":["Metastory AI account with collaboration tier access","Invited collaborators with Metastory accounts","Story document created in Metastory (text input or imported from file)","Defined user roles and permissions (admin, editor, commenter, viewer)"],"input_types":["text (story document, 100+ characters)","structured (user invitations, role assignments, permission levels)"],"output_types":["text (edited story with change tracking)","structured (version history with metadata: author, timestamp, change type)","document (exported story with or without tracked changes)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_metastory-ai__cap_6","uri":"capability://text.generation.language.genre.specific.story.generation.templates","name":"genre-specific story generation templates","description":"Provides pre-built story generation templates tailored to specific genres (romance, mystery, sci-fi, fantasy, thriller) with genre-specific plot beats, character archetypes, and trope libraries. Users select a genre, provide a premise, and the system applies genre-specific narrative constraints and generates story elements that follow genre conventions. Templates include common tropes, expected plot beats, and character role templates specific to each genre.","intents":["I want to write a mystery novel but need help with the genre-specific plot structure and red herrings","I need to generate a romance story that follows genre conventions and includes expected tropes","I want to ensure my sci-fi story includes world-building elements and tech concepts appropriate to the genre"],"best_for":["genre fiction writers unfamiliar with genre conventions","content creators generating genre-specific marketing narratives","writers wanting to subvert genre expectations with awareness of conventions"],"limitations":["Templates are static and don't evolve with genre trends—may generate outdated tropes or conventions","No support for genre blending or hybrid genres (e.g., romantic sci-fi, cozy mystery)—requires selecting a single primary genre","Trope library is curated but not customizable—users cannot add or remove tropes from templates","Genre-specific character archetypes are stereotypical and may reinforce clichés rather than subvert them"],"requires":["Genre selection (dropdown: romance, mystery, sci-fi, fantasy, thriller, etc.)","Story premise or high-concept description (text input)","Optional: subgenre or tone modifiers (e.g., 'dark fantasy', 'cozy mystery')","Active Metastory AI account with genre-template feature access"],"input_types":["structured (genre selection)","text (story premise, character names, setting)"],"output_types":["structured outline (genre-specific plot beats, character archetypes, trope suggestions)","prose narrative (story draft following genre conventions)","reference document (genre conventions guide, trope library)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_metastory-ai__cap_7","uri":"capability://text.generation.language.story.to.visual.storyboard.generation","name":"story-to-visual-storyboard generation","description":"Converts narrative text into a visual storyboard by generating scene descriptions, visual composition suggestions, and mood/tone references for each key scene. The system identifies narrative turning points and key scenes, generates detailed visual descriptions (framing, composition, lighting, color palette), and optionally integrates with image generation APIs to produce reference images. Output includes scene-by-scene visual guidance for illustrators, filmmakers, or visual content creators.","intents":["I have a story and need visual storyboard guidance for a film or animation adaptation","I want to generate mood boards and visual composition suggestions for each scene in my narrative","I need to create visual reference images for a story to share with illustrators or production teams"],"best_for":["filmmakers and screenwriters planning visual adaptations","animation studios developing visual storyboards from scripts","content creators generating visual content from narrative premises"],"limitations":["Visual descriptions are text-based and require interpretation by human illustrators—no guarantee of visual consistency across scenes","Image generation (if integrated) is limited by underlying image model capabilities and may not match narrative intent","No support for complex visual effects, camera movements, or technical filmmaking requirements—focuses on static composition","Color palette and mood suggestions are generic and may not match specific visual style or brand guidelines"],"requires":["Story text or narrative (text input, 500+ characters for meaningful scene extraction)","Optional: visual style descriptor or mood board reference (text or image)","Optional: API key for image generation service (if image generation is enabled)","Active Metastory AI account with visual storyboard feature access"],"input_types":["text (story, script, or narrative)","optional text (visual style, mood, color palette preferences)","optional image (reference mood board or visual style guide)"],"output_types":["structured document (scene-by-scene visual descriptions, composition suggestions, mood references)","image (generated reference images for each key scene, if image generation is enabled)","JSON (machine-readable scene data with visual metadata)"],"categories":["text-generation-language","image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_metastory-ai__cap_8","uri":"capability://text.generation.language.story.based.seo.and.keyword.optimization","name":"story-based seo and keyword optimization","description":"Analyzes story content for SEO opportunities and generates keyword-optimized variations of story text that maintain narrative quality while improving search visibility. The system identifies natural keyword insertion points, suggests semantic variations, and generates multiple versions of key passages optimized for different search intents. Includes metadata generation (meta descriptions, title tags, heading suggestions) tailored to the story content.","intents":["I want to optimize my story-based blog content for search without sacrificing narrative quality","I need to generate multiple keyword variations of the same story for different search intents","I want to create SEO-friendly metadata (titles, descriptions, headings) for my story content"],"best_for":["content marketers optimizing story-based blog content for search","SEO specialists integrating narrative content into search strategies","publishers maximizing organic reach for story-based content"],"limitations":["Keyword insertion may feel forced or unnatural in narrative context—requires careful balancing of SEO and readability","No integration with actual search data (search volume, competition, intent) — uses generic keyword suggestions","Metadata generation is template-based and doesn't account for specific search engine algorithm changes","No tracking of actual search performance or ranking impact—optimization is heuristic-based"],"requires":["Story text or narrative (text input, 500+ characters)","Target keywords or topics (text input or dropdown from predefined list)","Optional: target search intent (informational, commercial, transactional, navigational)","Active Metastory AI account with SEO optimization feature access"],"input_types":["text (story or narrative content)","text or structured (target keywords, topics, search intents)"],"output_types":["text (SEO-optimized story variations with keyword integration)","structured document (metadata suggestions: title tags, meta descriptions, heading suggestions)","JSON (keyword analysis with insertion points and optimization scores)"],"categories":["text-generation-language","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_metastory-ai__cap_9","uri":"capability://text.generation.language.story.to.email.sequence.generation","name":"story-to-email-sequence generation","description":"Converts a single story or narrative premise into a multi-email marketing sequence with progressive disclosure and engagement hooks. The system breaks the narrative into email-sized chunks, adds subject lines and call-to-action buttons, and structures the sequence to build anticipation and drive conversions. Each email maintains narrative continuity while including marketing elements (CTAs, value propositions, urgency signals).","intents":["I have a customer success story and need to turn it into a 5-email nurture sequence","I want to create an email campaign that tells a story across multiple messages with progressive engagement","I need to generate subject lines and CTAs for each email in a story-based sequence"],"best_for":["email marketers creating story-based nurture campaigns","SaaS companies converting case studies into email sequences","agencies generating email content from narrative briefs"],"limitations":["Email segmentation is linear and doesn't support branching based on user behavior or engagement","CTA placement and messaging are template-based and may not align with specific conversion goals","No A/B testing framework or performance tracking—optimization is manual","Subject line generation is generic and doesn't account for audience segmentation or personalization"],"requires":["Story or narrative text (text input, 500+ characters)","Target email sequence length (dropdown: 3, 5, 7, 10 emails)","Optional: primary CTA or conversion goal (text or dropdown)","Optional: email template or branding guidelines (text or file)","Active Metastory AI account with email-sequence feature access"],"input_types":["text (story, narrative, or case study)","structured (sequence length, CTA goal, email count)"],"output_types":["text (email copy for each message in sequence)","structured (email metadata: subject lines, preview text, CTA buttons, send timing)","HTML (email template with story content and marketing elements)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"high","permissions":["Story premise or high-concept description (text input)","Selection of narrative framework (dropdown or explicit choice)","Active Metastory AI account with text-generation tier access","Core narrative or story premise (text input, 50+ characters)","Selection of target formats (checkboxes or multi-select dropdown)","Optional: brand voice guidelines or tone descriptor (text)","Active Metastory AI account with multi-format expansion tier","Story or narrative text (text input, 300+ characters)","Optional: industry or product category (text or dropdown)","Optional: existing audience data or personas (text or file for comparison)"],"failure_modes":["Outputs generic plot beats that require significant customization to match specific tone or voice","Limited to predefined narrative frameworks—cannot learn or adapt to custom story structures","No multi-threaded narrative support (parallel subplots, unreliable narrators) beyond basic three-act structure","Structural guidance is template-based, not semantically aware of thematic coherence across acts","Outputs often feel generic and lack distinctive brand voice—requires heavy post-editing for tone consistency","No built-in brand voice training or style transfer—applies generic tone templates rather than learning from brand examples","Format constraints are static (Twitter 280 chars, LinkedIn 3000 chars) and don't adapt to platform algorithm changes","No cross-format coherence validation—generated outputs may contradict each other or lose narrative thread","Persona extraction is inference-based and may not reflect actual audience demographics or behavior","Psychographic signals are inferred from narrative themes and may not align with real audience values","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.72,"ecosystem":0.25,"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":"2026-05-24T12:16:31.857Z","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=metastory-ai","compare_url":"https://unfragile.ai/compare?artifact=metastory-ai"}},"signature":"9tBzL28i+LPXEFL/UumVbp9W9r3Aj+ZDpAeRggqYdIjtnG/vGvC3PD3LKec2UZwQOOpJET2hnNRb2fWx6qvsBw==","signedAt":"2026-06-21T01:43:44.081Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/metastory-ai","artifact":"https://unfragile.ai/metastory-ai","verify":"https://unfragile.ai/api/v1/verify?slug=metastory-ai","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"}}