{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_fictiongpt","slug":"fictiongpt","name":"FictionGPT","type":"product","url":"https://fictiongpt.xyz","page_url":"https://unfragile.ai/fictiongpt","categories":["text-writing"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_fictiongpt__cap_0","uri":"capability://text.generation.language.narrative.aware.story.continuation.with.context.preservation","name":"narrative-aware story continuation with context preservation","description":"Generates contextually coherent story continuations by maintaining character voice, plot threads, and established narrative tone across extended passages. The system likely uses a sliding context window with narrative state tracking to preserve character consistency and plot continuity, enabling writers to extend stories without manual re-prompting of character details or plot context.","intents":["I need to continue a story scene while keeping my protagonist's voice consistent","I want the AI to remember my plot setup and generate the next chapter without me re-explaining the story","I'm stuck mid-narrative and need the AI to extend my work while maintaining established tone and pacing"],"best_for":["indie authors writing multi-chapter novels or novellas","screenwriters developing scene-by-scene dialogue","creative writers experiencing mid-project narrative block"],"limitations":["Context window limits story length before coherence degrades; likely cannot maintain consistency across 50k+ word manuscripts without manual intervention","Character consistency depends on initial character description quality; poorly-defined characters may drift in voice across continuations","No persistent memory between sessions — each new writing session requires re-establishing narrative context"],"requires":["Active FictionGPT account with paid subscription","Prior story text or narrative setup provided as context","Character descriptions or plot outline for optimal consistency"],"input_types":["plain text narrative","partial story passages","character descriptions"],"output_types":["narrative text continuation","dialogue-heavy passages","scene descriptions"],"categories":["text-generation-language","narrative-coherence"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fictiongpt__cap_1","uri":"capability://text.generation.language.character.voice.and.dialogue.generation.with.personality.consistency","name":"character voice and dialogue generation with personality consistency","description":"Generates dialogue and character actions that maintain consistent personality traits, speech patterns, and emotional arcs across multiple interactions. The system likely profiles character attributes (age, background, dialect, emotional state) and applies them as constraints during generation, ensuring dialogue authenticity and preventing character inconsistency within scenes and across chapters.","intents":["I need realistic dialogue for my character that matches their established personality and background","I want multiple characters to have distinct, recognizable voices in conversation","I need to generate character reactions that stay true to their established emotional arc"],"best_for":["screenwriters developing character-driven dialogue","novelists writing ensemble casts with distinct voices","writers working on character-heavy genres like literary fiction or drama"],"limitations":["Requires detailed character profiles upfront; sparse character descriptions result in generic or inconsistent dialogue","Struggles with nuanced dialect representation; may oversimplify or stereotype regional/cultural speech patterns","Cannot track complex emotional arcs across 100+ page manuscripts without manual character state updates"],"requires":["FictionGPT paid subscription","Character profile data (personality traits, background, speech patterns, emotional state)","Context about character relationships and scene dynamics"],"input_types":["character profile descriptions","scene context and character relationships","partial dialogue for continuation"],"output_types":["dialogue text","character action descriptions","emotional response text"],"categories":["text-generation-language","character-development"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fictiongpt__cap_2","uri":"capability://planning.reasoning.plot.structure.and.story.outline.generation.with.narrative.pacing","name":"plot structure and story outline generation with narrative pacing","description":"Generates story outlines, plot beats, and narrative structure recommendations based on genre conventions and pacing principles. The system likely encodes common story structures (three-act, hero's journey, save-the-cat) and applies them as templates or constraints, helping writers scaffold their narratives with appropriate pacing, tension escalation, and story beats aligned to genre expectations.","intents":["I have a story idea but don't know how to structure it into acts and scenes","I need a plot outline that follows genre conventions for my thriller/romance/sci-fi","I want to check if my story pacing is appropriate for my target genre"],"best_for":["first-time novelists unfamiliar with story structure conventions","genre writers (romance, thriller, sci-fi) who want to follow established narrative patterns","screenwriters developing three-act structures for scripts"],"limitations":["Outlines reflect genre templates and may feel formulaic if applied rigidly; requires writer creativity to customize beyond standard beats","Cannot evaluate emotional resonance or thematic depth of plot points; focuses on structural mechanics rather than narrative meaning","Limited to common genres; niche or experimental narrative structures may not be well-represented in training data"],"requires":["FictionGPT paid subscription","Story premise, genre, and target audience information","Optional: character list, key plot points, or thematic goals"],"input_types":["story premise text","genre specification","character summaries","thematic or emotional goals"],"output_types":["structured outline (acts, scenes, beats)","pacing recommendations","plot point descriptions","narrative structure diagrams or text"],"categories":["planning-reasoning","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fictiongpt__cap_3","uri":"capability://text.generation.language.creative.writing.prompt.expansion.and.brainstorming.with.thematic.exploration","name":"creative writing prompt expansion and brainstorming with thematic exploration","description":"Expands minimal story prompts into detailed narrative scenarios with thematic depth, character possibilities, and plot variations. The system likely uses prompt engineering to explore multiple angles (character motivation, setting implications, thematic resonance) and generates alternative story directions, helping writers move from a single idea to a rich narrative space with multiple development paths.","intents":["I have a one-sentence story idea and need help expanding it into a full narrative concept","I want to explore different thematic angles or character interpretations of my core premise","I need brainstorming help to generate plot variations and 'what-if' scenarios for my story"],"best_for":["writers in early ideation phases seeking creative expansion","authors exploring multiple narrative directions before committing to a draft","creative professionals (game writers, comic writers) needing rapid concept iteration"],"limitations":["Expansions may be generic or clichéd without strong thematic guidance from the writer","Cannot evaluate originality; may generate variations that closely resemble published works","Brainstorming output requires significant filtering and curation by the writer to identify genuinely useful directions"],"requires":["FictionGPT paid subscription","Initial story premise or writing prompt","Optional: genre, tone, or thematic constraints"],"input_types":["story premise or prompt","genre or tone specification","thematic interests or constraints"],"output_types":["expanded narrative scenarios","character concept variations","plot alternative branches","thematic exploration notes"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fictiongpt__cap_4","uri":"capability://text.generation.language.writing.style.analysis.and.tone.matching.for.narrative.consistency","name":"writing style analysis and tone matching for narrative consistency","description":"Analyzes the writer's existing prose to extract stylistic patterns (sentence structure, vocabulary choices, narrative voice, pacing) and applies those patterns to generated content. The system likely uses style embeddings or pattern extraction to ensure AI-generated continuations match the writer's established voice, reducing the jarring transitions that occur when AI text suddenly differs in tone or vocabulary from human-written passages.","intents":["I want AI-generated text to match my personal writing style and voice","I need to ensure my narrative tone stays consistent when I use AI to fill in sections","I want to analyze my own writing patterns to improve consistency across my manuscript"],"best_for":["authors with distinctive narrative voices seeking seamless AI integration","writers revising manuscripts who want AI assistance without obvious AI-generated sections","self-aware writers interested in analyzing their own stylistic patterns"],"limitations":["Style matching requires substantial sample text (likely 5k+ words) to extract reliable patterns; short excerpts produce generic matches","Cannot replicate subtle or highly idiosyncratic stylistic choices that fall outside common patterns","Style analysis may reinforce existing writing habits rather than encouraging stylistic growth or experimentation"],"requires":["FictionGPT paid subscription","Sample of writer's existing prose (5k+ words recommended)","Clear narrative voice or stylistic preferences"],"input_types":["writer's existing prose samples","style preference descriptions","tone or voice specifications"],"output_types":["style analysis report","style-matched generated text","stylistic pattern descriptions"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fictiongpt__cap_5","uri":"capability://text.generation.language.narrative.feedback.and.revision.suggestions.with.structural.analysis","name":"narrative feedback and revision suggestions with structural analysis","description":"Analyzes draft prose to identify structural issues, pacing problems, character inconsistencies, and narrative weaknesses, providing targeted revision suggestions. The system likely uses narrative-specific heuristics (plot hole detection, pacing analysis, character arc tracking) to generate feedback that goes beyond generic grammar checking, helping writers identify story-level problems rather than surface-level errors.","intents":["I want feedback on my draft that identifies plot holes and narrative inconsistencies","I need to know if my pacing is appropriate or if scenes are dragging","I want suggestions for improving character arcs and emotional resonance in my story"],"best_for":["self-editing authors seeking structural feedback beyond grammar checking","writers in revision phases looking for narrative-level improvement suggestions","indie authors without access to professional editors or beta readers"],"limitations":["Feedback quality depends on draft completeness; fragmented or outline-stage manuscripts receive less useful analysis","Cannot evaluate subjective qualities like emotional impact or thematic resonance with high accuracy","Suggestions may be generic or miss context-specific narrative choices that serve the writer's intent","No persistent feedback history; each analysis is independent without tracking revision progress"],"requires":["FictionGPT paid subscription","Draft manuscript or substantial narrative passage (1k+ words minimum)","Optional: genre, target audience, or thematic intent"],"input_types":["draft prose","manuscript sections","genre and audience context"],"output_types":["structural feedback notes","revision suggestions","narrative analysis report","character arc assessment"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fictiongpt__cap_6","uri":"capability://text.generation.language.multi.genre.narrative.generation.with.genre.specific.conventions","name":"multi-genre narrative generation with genre-specific conventions","description":"Generates narrative content tailored to specific genres (romance, thriller, sci-fi, fantasy, literary fiction) with appropriate conventions, tropes, pacing, and reader expectations embedded in the generation process. The system likely maintains genre-specific templates, vocabulary patterns, and narrative structures that ensure generated content aligns with genre reader expectations rather than producing generic prose.","intents":["I'm writing a romance novel and want AI-generated scenes that follow romance genre conventions","I need thriller-specific pacing and tension escalation in my plot","I want fantasy worldbuilding details that feel authentic to the genre"],"best_for":["genre fiction writers (romance, thriller, sci-fi, fantasy) seeking convention-aware generation","authors writing in multiple genres who want genre-specific assistance","writers new to a genre seeking to learn and apply genre conventions"],"limitations":["Genre-specific generation may reinforce genre tropes and clichés if not carefully guided by the writer","Subgenre distinctions (paranormal romance vs contemporary romance, cozy mystery vs hard-boiled noir) may not be well-differentiated","Literary or experimental fiction that deliberately subverts genre conventions may receive poorly-matched suggestions"],"requires":["FictionGPT paid subscription","Genre specification (primary and optional subgenre)","Story premise and target audience context"],"input_types":["genre specification","story premise","character and plot details","tone and audience preferences"],"output_types":["genre-appropriate narrative text","convention-aligned plot suggestions","genre-specific dialogue and descriptions"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fictiongpt__cap_7","uri":"capability://text.generation.language.worldbuilding.detail.generation.with.consistency.tracking","name":"worldbuilding detail generation with consistency tracking","description":"Generates fictional world details (geography, history, culture, magic systems, technology levels) with internal consistency and logical coherence. The system likely maintains a worldbuilding state or knowledge base that tracks established details and ensures new generations don't contradict prior worldbuilding decisions, helping writers develop rich, internally consistent fictional worlds.","intents":["I need detailed worldbuilding for my fantasy/sci-fi setting that feels internally consistent","I want to generate cultural details, history, and geography that logically connect","I need to ensure new worldbuilding elements don't contradict what I've already established"],"best_for":["fantasy and sci-fi authors developing complex fictional worlds","worldbuilders creating settings for games, comics, or transmedia projects","authors writing series who need consistent worldbuilding across multiple books"],"limitations":["Consistency tracking requires detailed prior worldbuilding input; sparse world details result in generic or contradictory generations","Cannot evaluate logical plausibility of complex systems (magic systems, technology levels, political structures) with high accuracy","Worldbuilding details may feel disconnected from character and plot unless explicitly connected by the writer"],"requires":["FictionGPT paid subscription","Existing worldbuilding notes or descriptions","Genre and world type specification (fantasy, sci-fi, historical, etc.)"],"input_types":["existing worldbuilding details","world type and genre","specific worldbuilding elements to expand (geography, culture, history, magic/tech)"],"output_types":["detailed worldbuilding descriptions","cultural and historical details","geography and location descriptions","magic system or technology specifications"],"categories":["text-generation-language","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"low","permissions":["Active FictionGPT account with paid subscription","Prior story text or narrative setup provided as context","Character descriptions or plot outline for optimal consistency","FictionGPT paid subscription","Character profile data (personality traits, background, speech patterns, emotional state)","Context about character relationships and scene dynamics","Story premise, genre, and target audience information","Optional: character list, key plot points, or thematic goals","Initial story premise or writing prompt","Optional: genre, tone, or thematic constraints"],"failure_modes":["Context window limits story length before coherence degrades; likely cannot maintain consistency across 50k+ word manuscripts without manual intervention","Character consistency depends on initial character description quality; poorly-defined characters may drift in voice across continuations","No persistent memory between sessions — each new writing session requires re-establishing narrative context","Requires detailed character profiles upfront; sparse character descriptions result in generic or inconsistent dialogue","Struggles with nuanced dialect representation; may oversimplify or stereotype regional/cultural speech patterns","Cannot track complex emotional arcs across 100+ page manuscripts without manual character state updates","Outlines reflect genre templates and may feel formulaic if applied rigidly; requires writer creativity to customize beyond standard beats","Cannot evaluate emotional resonance or thematic depth of plot points; focuses on structural mechanics rather than narrative meaning","Limited to common genres; niche or experimental narrative structures may not be well-represented in training data","Expansions may be generic or clichéd without strong thematic guidance from the writer","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"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":"2026-05-24T12:16:30.892Z","last_scraped_at":"2026-04-05T13:23:42.561Z","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=fictiongpt","compare_url":"https://unfragile.ai/compare?artifact=fictiongpt"}},"signature":"0dP/iOVxU4GAkCT81+zxHM6DxoA96R45dBTHcL5EwCUFSYFV1WNQV4wdZuFJH9NBZN32eZbm7xbg1ga+6kUVDA==","signedAt":"2026-06-20T17:32:06.469Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/fictiongpt","artifact":"https://unfragile.ai/fictiongpt","verify":"https://unfragile.ai/api/v1/verify?slug=fictiongpt","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"}}