{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"sudowrite","slug":"sudowrite","name":"Sudowrite","type":"product","url":"https://sudowrite.com","page_url":"https://unfragile.ai/sudowrite","categories":["text-writing"],"tags":[],"pricing":{"model":"subscription","free":false,"starting_price":"$19/mo"},"status":"active","verified":false},"capabilities":[{"id":"sudowrite__cap_0","uri":"capability://text.generation.language.narrative.continuation.generation.with.character.consistency","name":"narrative-continuation-generation-with-character-consistency","description":"Generates approximately 300 words of story continuation by analyzing prior narrative context, character voice, tone, and plot trajectory. The system ingests partial text input and produces multiple generation options that maintain narrative coherence. Implementation approach uses a custom fine-tuned model (Muse 1.5) trained on fiction-specific patterns to understand narrative structure, pacing, and character consistency across generations.","intents":["I need to generate the next scene in my novel without breaking character voice or plot continuity","I'm stuck mid-scene and need AI to suggest how to continue while maintaining my established tone","I want multiple alternative continuations to choose from before committing to a direction"],"best_for":["fiction writers (intermediate to advanced) actively drafting novels, screenplays, or short stories","writers in the middle of a scene who need momentum without losing narrative voice"],"limitations":["Output is fixed at ~300 words per generation; no control over length","Context window size unknown — unclear how much prior manuscript text is analyzed for consistency","No documented mechanism to enforce character consistency across multiple generations in same session","Hallucination/plot inconsistency risks not addressed in documentation","Cannot guarantee factual accuracy for plot-dependent details (dates, locations, established lore)"],"requires":["Active Sudowrite subscription (free trial available but duration/credit allocation unknown)","Web browser with login credentials","Partial narrative text (minimum length unknown)","Sufficient monthly credits (consumption rate per generation unknown)"],"input_types":["plain text (partial scene, dialogue, action sequence)"],"output_types":["plain text (narrative prose, ~300 words per generation)"],"categories":["text-generation-language","creative-writing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"sudowrite__cap_1","uri":"capability://text.generation.language.sensory.detail.augmentation.for.scene.immersion","name":"sensory-detail-augmentation-for-scene-immersion","description":"Analyzes existing scene descriptions and generates sensory detail additions (visual, auditory, tactile, olfactory, gustatory) to enhance reader immersion without over-describing or slowing narrative pacing. The system identifies sparse or action-heavy passages and injects contextual sensory language that matches the established tone and POV. Implementation uses pattern matching on scene structure to determine where sensory details would enhance without bloating prose.","intents":["My scene feels flat and needs sensory details but I don't want to bog down the narrative","I want to add atmospheric details to a scene without manually writing them myself","I need to make a setting feel more vivid and immersive to the reader"],"best_for":["fiction writers revising drafts to add sensory richness","writers working in literary fiction or immersive genres (fantasy, sci-fi, literary realism)"],"limitations":["No control over which sensory modalities are prioritized (visual vs. tactile vs. olfactory)","Risk of sensory details conflicting with established POV or character perception","No mechanism to preserve original prose structure — may require manual editing to integrate suggestions","Sensory detail quality depends on model's training data; may produce clichéd descriptions"],"requires":["Active Sudowrite subscription","Scene description text (minimum length unknown)","Sufficient monthly credits"],"input_types":["plain text (scene description, action sequence, dialogue-heavy passage)"],"output_types":["plain text (augmented scene with sensory details)"],"categories":["text-generation-language","creative-writing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"sudowrite__cap_10","uri":"capability://tool.use.integration.web.based.saas.interface.with.no.api.or.integrations","name":"web-based-saas-interface-with-no-api-or-integrations","description":"Provides a web-based SaaS interface for all features with no documented API endpoints, plugin integrations, or third-party tool support. Users must work within the Sudowrite web application; there is no programmatic access, no integration with writing tools (Scrivener, Google Docs, Word), and no export/import workflows. Implementation is a monolithic web application with no extensibility layer.","intents":["I need to use Sudowrite for fiction writing but I'm locked into the web interface","I want to integrate Sudowrite with my existing writing workflow but there's no API","I need to export my work from Sudowrite to other tools but there's no documented export format"],"best_for":["writers comfortable working entirely in web browsers","writers who don't need integration with existing writing tools"],"limitations":["No API endpoints for programmatic access — cannot build custom integrations","No documented integrations with Scrivener, Google Docs, Microsoft Word, or other writing tools","No plugin or extension system — cannot extend functionality","No documented export formats — unclear if users can export manuscripts in standard formats (DOCX, PDF, EPUB)","Vendor lock-in is high — no way to migrate work to competitors programmatically","No offline capability — requires internet connection and active session","No webhook or automation support for workflow integration"],"requires":["Web browser with modern JavaScript support","Active internet connection","Sudowrite account login","Active subscription"],"input_types":["plain text (copy-paste into web interface)"],"output_types":["plain text (displayed in web interface, manual copy-paste export)"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"sudowrite__cap_2","uri":"capability://text.generation.language.scene.expansion.with.pacing.awareness","name":"scene-expansion-with-pacing-awareness","description":"Extends underdeveloped scenes or sections into fuller, more detailed versions while maintaining narrative pacing and avoiding unnecessary filler. The system analyzes the existing scene structure, identifies gaps or rushed moments, and generates expanded prose (1000s of words) that develops character moments, dialogue, or action sequences. Implementation uses narrative structure understanding to determine where expansion adds value versus where it would slow the story.","intents":["My scene feels rushed and needs more development but I don't know where to add it","I want to expand a brief action sequence into a more detailed, immersive moment","I need to build out a character interaction that's currently too compressed"],"best_for":["fiction writers in revision phase addressing pacing issues","writers expanding outlines or rough drafts into full prose"],"limitations":["Output length is vague ('1000s of words') with no user control over expansion ratio","No mechanism to specify which story elements should be expanded (dialogue vs. action vs. internal monologue)","Risk of expansion introducing plot inconsistencies with surrounding scenes","Maximum manuscript length supported is unknown — unclear if system can handle 100k+ word novels","No version control or rollback if expansion doesn't fit narrative flow"],"requires":["Active Sudowrite subscription","Scene or section text to expand","Sufficient monthly credits (consumption rate unknown)"],"input_types":["plain text (scene, section, chapter)"],"output_types":["plain text (expanded scene, 1000s of words)"],"categories":["text-generation-language","creative-writing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"sudowrite__cap_3","uri":"capability://text.generation.language.flexible.text.rewriting.with.iterative.refinement","name":"flexible-text-rewriting-with-iterative-refinement","description":"Rewrites selected text passages based on user-specified direction or constraint (tone shift, style change, length adjustment, clarity improvement). The system accepts iterative instructions and refines output based on feedback, enabling multi-turn refinement without losing context. Implementation uses instruction-following capability to interpret natural language rewrite requests and apply them while preserving core narrative meaning.","intents":["I need to rewrite this dialogue to sound more natural and less exposition-heavy","I want to shift the tone of this paragraph from comedic to serious","I need to make this description more concise without losing key details"],"best_for":["fiction writers in revision phase refining prose quality","writers experimenting with different tones or styles for scenes"],"limitations":["No documented limit on rewrite iterations per session — unclear if context is maintained across multiple refinements","Risk of rewrites drifting from original intent after multiple iterations","No mechanism to preserve specific phrases or narrative elements that should remain unchanged","Instruction interpretation depends on natural language clarity — ambiguous requests may produce unexpected results"],"requires":["Active Sudowrite subscription","Text passage to rewrite","Clear rewrite instruction or direction","Sufficient monthly credits"],"input_types":["plain text (dialogue, description, narrative prose) + natural language instruction"],"output_types":["plain text (rewritten passage)"],"categories":["text-generation-language","creative-writing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"sudowrite__cap_4","uri":"capability://planning.reasoning.plot.and.outline.brainstorming.from.ideas","name":"plot-and-outline-brainstorming-from-ideas","description":"Generates plot suggestions, story outlines, and narrative structure recommendations from high-level ideas or prompts. The system takes a concept, character idea, or thematic premise and produces structured outline options (beat-by-beat story progression) that can serve as scaffolding for drafting. Implementation uses narrative structure templates and story pattern recognition to generate coherent plot arcs.","intents":["I have a character idea but no plot — I need help generating a story structure around them","I want to brainstorm multiple plot directions for my novel concept","I need to convert a vague story idea into a chapter-by-chapter outline"],"best_for":["fiction writers in ideation or pre-drafting phase","writers exploring multiple plot directions before committing to a draft"],"limitations":["Output structure and granularity unknown — unclear if outlines are chapter-level, scene-level, or act-level","No mechanism to enforce genre conventions or subgenre-specific plot patterns","Risk of generic or clichéd plot suggestions if training data is skewed toward popular fiction","No iterative refinement documented — unclear if users can request plot variations or modifications","Cannot guarantee originality — may produce plots similar to existing published works"],"requires":["Active Sudowrite subscription","Story idea, character concept, or thematic premise (text input)","Sufficient monthly credits"],"input_types":["plain text (story concept, character description, thematic premise, genre)"],"output_types":["plain text (outline, plot suggestions, beat-by-beat structure)"],"categories":["planning-reasoning","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"sudowrite__cap_5","uri":"capability://planning.reasoning.story.bible.guided.manuscript.generation","name":"story-bible-guided-manuscript-generation","description":"Provides step-by-step guidance for converting story concepts into complete manuscripts through a structured workflow: outline → chapter beats → draft generation. The system acts as an interactive guide that helps users establish story metadata (characters, settings, themes), generate chapter-level structure, and then produce draft prose for each chapter. Implementation uses a multi-stage pipeline that maintains project context across stages and generates content aligned with established story parameters.","intents":["I want a structured process to go from story idea to complete first draft","I need help organizing my story concept into chapters and beats before drafting","I want the AI to generate draft prose for each chapter while maintaining consistency with my story bible"],"best_for":["fiction writers starting from scratch who need structured guidance","writers who prefer outlining-first approach before drafting","writers working on longer projects (novels) where consistency across chapters is critical"],"limitations":["Multi-stage workflow requires completing each stage before proceeding — no flexibility to jump between stages","Story bible metadata structure and required fields unknown","No documented mechanism to update story bible mid-project if plot direction changes","Character and setting consistency across generated chapters depends on how well story bible is maintained","Context window limitations may prevent maintaining consistency across 50+ chapter manuscripts","No version control or ability to regenerate individual chapters while preserving others"],"requires":["Active Sudowrite subscription","Story concept or idea to develop","Willingness to follow structured workflow (outline → beats → draft)","Sufficient monthly credits for multi-stage generation"],"input_types":["plain text (story concept, character descriptions, setting details, thematic elements)"],"output_types":["plain text (story bible metadata, chapter outline, beat structure, draft prose)"],"categories":["planning-reasoning","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"sudowrite__cap_6","uri":"capability://text.generation.language.manuscript.feedback.with.actionable.improvement.areas","name":"manuscript-feedback-with-actionable-improvement-areas","description":"Analyzes complete manuscripts or sections and provides structured feedback identifying 3 actionable improvement areas. The system reads full or partial manuscripts and generates critique focused on narrative craft (pacing, character development, plot structure, dialogue quality) rather than grammar/mechanics. Implementation uses manuscript-level analysis to identify patterns and weak points, then prioritizes feedback by impact on reader experience.","intents":["I need beta reader-level feedback on my manuscript but don't have access to readers","I want to identify the top 3 areas where my story needs improvement before querying agents","I need objective critique on pacing, character development, and plot structure"],"best_for":["fiction writers in revision phase seeking objective feedback","self-publishing authors who can't access traditional beta readers","writers preparing manuscripts for agent queries or submissions"],"limitations":["Feedback limited to 3 improvement areas — may miss secondary issues or strengths","No mechanism to request feedback on specific aspects (dialogue, pacing, character arcs) — feedback is system-determined","Feedback quality depends on model's understanding of narrative craft — may miss subtle structural issues","No iterative refinement — users cannot ask follow-up questions about feedback","Risk of feedback being generic or not tailored to specific genre conventions","Cannot provide line-by-line editing or specific examples from manuscript"],"requires":["Active Sudowrite subscription","Complete manuscript or substantial section (minimum length unknown)","Sufficient monthly credits (consumption rate for full manuscript unknown)"],"input_types":["plain text (full manuscript or section)"],"output_types":["plain text (structured feedback with 3 improvement areas and recommendations)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"sudowrite__cap_7","uri":"capability://text.generation.language.character.profile.generation.from.concepts","name":"character-profile-generation-from-concepts","description":"Generates detailed character profiles (background, personality, motivations, arc potential) from character concepts or brief descriptions. The system takes a character idea or archetype and produces comprehensive profile information that can inform characterization throughout a manuscript. Implementation approach unknown but likely uses character archetype templates and personality pattern matching to generate coherent, multi-dimensional profiles.","intents":["I have a character concept but need help fleshing out their background and motivations","I want to generate a detailed character profile to ensure consistency throughout my novel","I need help developing secondary characters quickly without extensive manual work"],"best_for":["fiction writers developing character-driven stories","writers working on ensemble casts who need quick character development"],"limitations":["Profile structure and required fields unknown — unclear what information is generated","No mechanism to specify character role (protagonist, antagonist, supporting) to tailor profile generation","Risk of generated profiles being generic or clichéd if training data skews toward common archetypes","No iterative refinement documented — unclear if users can request profile modifications","Generated profiles may not align with story context or other characters' relationships","No mechanism to ensure character consistency across multiple profile generations in same project"],"requires":["Active Sudowrite subscription","Character concept or brief description","Sufficient monthly credits"],"input_types":["plain text (character concept, archetype, role description)"],"output_types":["plain text (character profile with background, personality, motivations, arc potential)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"sudowrite__cap_8","uri":"capability://automation.workflow.credit.based.consumption.with.opaque.pricing","name":"credit-based-consumption-with-opaque-pricing","description":"Implements a proprietary credit-based consumption model where users purchase monthly credit allowances (225k-2M credits/month depending on tier) and consume credits per feature usage. The system tracks credit consumption per request but does not publicly document consumption rates per feature, making true cost-per-output opaque. Implementation uses a credit ledger system with monthly reset and optional rollover (Max tier only).","intents":["I need to understand how much my writing usage will cost on Sudowrite","I want to estimate which subscription tier matches my monthly writing output","I need to track my credit consumption to avoid overage charges"],"best_for":["subscription-based SaaS users comfortable with opaque pricing models","writers with predictable monthly output who can estimate tier needs"],"limitations":["Credit consumption rates per feature are NOT publicly documented — users cannot calculate true cost-per-output","No pricing calculator or cost estimator provided on website","Credit-to-token mapping unknown — unclear if 225k credits = 225k tokens or different ratio","No overage pricing documented — unclear what happens when monthly credits are exhausted","Max tier rollover is 12 months; other tiers' rollover policy unknown","No granular credit tracking per feature — users cannot see which features consume most credits","Yearly discount ('up to 50% off') is vague — specific discount percentage not disclosed"],"requires":["Active subscription (free trial available but duration/allocation unknown)","Monthly credit allowance based on tier selection","Web-based account dashboard to track credit consumption"],"input_types":["subscription tier selection, feature usage"],"output_types":["credit consumption tracking, monthly billing"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"sudowrite__cap_9","uri":"capability://text.generation.language.multi.language.input.output.support","name":"multi-language-input-output-support","description":"Supports input and output in 30+ languages, enabling fiction writers to work in non-English languages. The system accepts text in various languages and generates continuations, rewrites, and feedback in the same language. Implementation approach unknown but likely uses multilingual fine-tuning of base model or language-agnostic architecture.","intents":["I'm writing fiction in Spanish and need AI assistance in my native language","I want to generate story content in multiple languages for international editions","I need feedback and editing assistance for my non-English manuscript"],"best_for":["international fiction writers working in non-English languages","writers publishing in multiple language markets"],"limitations":["Language support list not provided — unclear which 30+ languages are supported","Quality variance across languages unknown — likely better for high-resource languages (Spanish, French, German) than low-resource languages","No documentation on whether all features (Write, Describe, Expand, Feedback) work equally well in all languages","Character consistency across languages unknown — unclear if model maintains voice when switching languages","No mechanism to specify language preference or request language-specific writing conventions"],"requires":["Active Sudowrite subscription","Text input in supported language","Sufficient monthly credits"],"input_types":["plain text in 30+ supported languages"],"output_types":["plain text in same language as input"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"sudowrite__headline","uri":"capability://text.generation.language.ai.writing.tool.for.fiction.writers","name":"ai writing tool for fiction writers","description":"Sudowrite is an AI writing tool specifically designed for fiction writers, offering features like plot generation, sensory detail enhancement, and character voice understanding to help overcome writer's block and improve narrative quality.","intents":["best AI writing tool for fiction","AI tool for enhancing storytelling","fiction writing assistant","creative writing software for authors","AI narrative generator for novelists"],"best_for":["fiction writers","novelists","students"],"limitations":["may struggle with complex narratives"],"requires":["internet access"],"input_types":["text prompts","story outlines"],"output_types":["generated text","story suggestions"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":54,"verified":false,"data_access_risk":"high","permissions":["Active Sudowrite subscription (free trial available but duration/credit allocation unknown)","Web browser with login credentials","Partial narrative text (minimum length unknown)","Sufficient monthly credits (consumption rate per generation unknown)","Active Sudowrite subscription","Scene description text (minimum length unknown)","Sufficient monthly credits","Web browser with modern JavaScript support","Active internet connection","Sudowrite account login"],"failure_modes":["Output is fixed at ~300 words per generation; no control over length","Context window size unknown — unclear how much prior manuscript text is analyzed for consistency","No documented mechanism to enforce character consistency across multiple generations in same session","Hallucination/plot inconsistency risks not addressed in documentation","Cannot guarantee factual accuracy for plot-dependent details (dates, locations, established lore)","No control over which sensory modalities are prioritized (visual vs. tactile vs. olfactory)","Risk of sensory details conflicting with established POV or character perception","No mechanism to preserve original prose structure — may require manual editing to integrate suggestions","Sensory detail quality depends on model's training data; may produce clichéd descriptions","No API endpoints for programmatic access — cannot build custom integrations","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.7,"quality":0.9,"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":"2026-05-24T12:16:28.695Z","last_scraped_at":null,"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=sudowrite","compare_url":"https://unfragile.ai/compare?artifact=sudowrite"}},"signature":"zU86jrN5z1oyZax2bvRZ6q4gGw8XX5lMzfkLBNT2NRPjG4RH8Obuypq1gWfCToSw1OAcrTeEsp/6tDMjJJAqCg==","signedAt":"2026-06-22T04:11:08.354Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/sudowrite","artifact":"https://unfragile.ai/sudowrite","verify":"https://unfragile.ai/api/v1/verify?slug=sudowrite","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"}}