{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_shortmake","slug":"shortmake","name":"ShortMake","type":"product","url":"https://app.shortmake.com","page_url":"https://unfragile.ai/shortmake","categories":["video-generation"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_shortmake__cap_0","uri":"capability://image.visual.template.driven.automated.video.editing.and.assembly","name":"template-driven automated video editing and assembly","description":"ShortMake applies pre-built editing templates to raw video footage, automatically performing cuts, transitions, effects, and pacing adjustments without manual timeline manipulation. The system likely uses computer vision to detect scene boundaries, motion, and audio cues, then maps these to template-defined edit points and effect sequences. This removes the need for frame-level keyframing or timeline scrubbing entirely, enabling non-technical creators to produce polished short-form content in minutes rather than hours.","intents":["I want to turn 10 minutes of raw footage into a 30-second TikTok without learning video editing software","I need to batch-process multiple video clips using the same editing style to maintain channel consistency","I want to apply trending editing patterns (jump cuts, zooms, text overlays) automatically without manually keyframing each effect"],"best_for":["TikTok and Instagram Reels creators prioritizing speed and volume","Content creators with minimal video editing experience","Creators who need to ship 5-10 videos per week without technical overhead"],"limitations":["Free tier exports at 720p or lower resolution, limiting monetization on platforms requiring 1080p","Template-based approach produces formulaic content that may not differentiate in saturated algorithmic feeds","No frame-level control or custom keyframing — creators cannot override automated edit decisions for artistic intent","Monthly video export limits on free tier (likely 3-5 videos) force upgrade for daily content schedules"],"requires":["Raw video file in MP4, MOV, or WebM format","Minimum 30 seconds of source footage","Modern web browser with WebGL support for real-time preview","Stable internet connection for cloud-based processing"],"input_types":["video (MP4, MOV, WebM)","audio (MP3, WAV, AAC)"],"output_types":["video (MP4 at 720p or 1080p depending on tier)","video (vertical 9:16 aspect ratio optimized for mobile)"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_shortmake__cap_1","uri":"capability://image.visual.trending.format.and.viral.pattern.template.library","name":"trending format and viral pattern template library","description":"ShortMake maintains a curated library of editing templates that encode proven viral video structures (e.g., hook-story-call-to-action, reaction compilations, before-after transformations, trending audio sync patterns). These templates define edit timing, effect sequences, text overlay placement, and transition types. The system likely updates this library based on trending content analysis across TikTok, Instagram Reels, and YouTube Shorts, ensuring creators use current viral patterns rather than outdated formats.","intents":["I want to apply the current trending TikTok editing style to my footage without researching what's viral this week","I need to match the editing rhythm and effect patterns of successful creators in my niche","I want templates that automatically sync cuts and transitions to trending audio tracks"],"best_for":["Creators who want to ride trending waves without spending time on trend research","Teams managing multiple creator accounts who need consistent, on-trend editing across channels","Creators in competitive niches (beauty, fitness, comedy) where trend velocity is high"],"limitations":["Template library is fixed per release cycle — no real-time trending updates (likely weekly or monthly refreshes)","Heavy reliance on templates can produce visually similar content across creators using the same template, reducing differentiation","Templates may lag behind emerging trends by 1-2 weeks due to curation and testing cycles","No ability to create custom templates — creators are locked into ShortMake's curated set"],"requires":["Active ShortMake account with access to template library","Video footage that fits template structure (e.g., before-after templates require two distinct scenes)"],"input_types":["video (raw footage)","audio (trending tracks or user-provided audio)"],"output_types":["video (edited short-form content following template structure)"],"categories":["image-visual","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_shortmake__cap_2","uri":"capability://image.visual.intelligent.scene.detection.and.auto.cut.generation","name":"intelligent scene detection and auto-cut generation","description":"ShortMake analyzes raw video footage using computer vision and audio analysis to automatically detect scene boundaries, subject changes, and audio beats, then generates cut points that align with these detected moments. The system likely uses motion detection, color histogram changes, and audio frequency analysis to identify natural edit points, then applies cuts and transitions at these locations without user intervention. This enables fast pacing and rhythm-driven editing that matches trending short-form content styles.","intents":["I want the tool to automatically find the best moments to cut in my footage without me manually scrubbing the timeline","I need cuts to sync with audio beats and music drops to create rhythm-driven content","I want to remove dead air and slow moments automatically to maintain viewer engagement"],"best_for":["Creators with raw, unstructured footage who lack editing skills to identify cut points manually","Music-driven content creators (dance, lip-sync, comedy) where beat-sync is critical","Creators producing high-volume content who need batch processing without per-video manual review"],"limitations":["Scene detection may fail on footage with subtle lighting changes or static camera angles, requiring manual override","Audio beat detection may misalign with non-standard music or speech-heavy content, producing jarring cuts","No ability to weight certain scenes as 'keep' or 'remove' — the algorithm applies uniform cut logic across all footage","Requires clear audio track for beat detection; silent or low-quality audio reduces cut accuracy"],"requires":["Video file with clear audio track (mono or stereo)","Minimum 30 seconds of footage for meaningful scene detection","Stable internet connection for cloud-based computer vision processing"],"input_types":["video (MP4, MOV, WebM with embedded audio)"],"output_types":["cut-point metadata (timestamps and transition types)","edited video (with auto-generated cuts applied)"],"categories":["image-visual","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_shortmake__cap_3","uri":"capability://automation.workflow.batch.video.processing.and.export.with.quality.tiering","name":"batch video processing and export with quality tiering","description":"ShortMake processes multiple video files sequentially or in parallel, applying the same template and editing settings to each, then exports them at resolution and format tiers determined by the user's subscription level. The system likely queues jobs on cloud infrastructure, applies editing transformations server-side, and streams output files to the user's account. Free tier exports are capped at 720p or lower; paid tiers unlock 1080p and higher resolutions, enabling monetization on platforms with quality requirements.","intents":["I want to process 10 video clips with the same editing style in one batch operation instead of editing each individually","I need to export videos at 1080p for YouTube Shorts monetization, but the free tier limits me to 720p","I want to schedule video exports to happen overnight so I can review them in the morning"],"best_for":["Content creators producing 5+ videos per week who need batch efficiency","Teams managing multiple creator accounts with consistent editing requirements","Creators monetizing on platforms requiring 1080p minimum (YouTube Shorts, Instagram Reels Partner Program)"],"limitations":["Free tier exports are limited to 3-5 videos per month, forcing upgrade for daily content schedules","Free tier resolution capped at 720p, making monetization difficult on platforms with quality requirements","No scheduled export — all processing is on-demand, requiring manual job submission","Batch processing may queue for hours during peak usage, delaying content shipping","No granular control over export codec or bitrate — quality is preset per tier"],"requires":["ShortMake account with active subscription (free or paid)","Multiple video files in supported formats (MP4, MOV, WebM)","Stable internet connection for upload and download","Sufficient cloud storage quota in ShortMake account"],"input_types":["video (MP4, MOV, WebM)","batch manifest (list of files and template assignments)"],"output_types":["video (MP4 at 720p for free tier, 1080p+ for paid tiers)","video (vertical 9:16 aspect ratio)"],"categories":["automation-workflow","image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_shortmake__cap_4","uri":"capability://image.visual.text.overlay.and.caption.generation.with.timing.synchronization","name":"text overlay and caption generation with timing synchronization","description":"ShortMake automatically generates text overlays and captions that sync with audio beats, scene cuts, and trending text placement patterns. The system likely uses speech-to-text on the audio track to generate captions, then positions text overlays at key moments (beat drops, scene changes) using template-defined placement rules. Text styling (font, color, animation) is applied from the selected template, ensuring visual consistency with trending formats.","intents":["I want captions automatically generated from my video's audio without manually typing them","I need text overlays to appear at beat drops and key moments to emphasize the rhythm","I want text styling to match trending caption formats (bold sans-serif, bright colors, animated entrance/exit)"],"best_for":["Creators producing music-driven or dialogue-heavy content where captions add engagement","Creators targeting deaf and hard-of-hearing audiences while improving SEO","Creators who want text overlays but lack design skills to style them manually"],"limitations":["Speech-to-text accuracy depends on audio quality — background noise, accents, or unclear speech may produce garbled captions","No manual caption editing — creators cannot correct misrecognized words without re-uploading","Text placement is template-driven — no ability to position captions at custom locations or adjust timing per overlay","Limited font and color options compared to design tools like Adobe Premiere or CapCut","Captions may not translate well to non-English languages or slang-heavy content"],"requires":["Video file with clear audio track (mono or stereo)","Audio language matching ShortMake's supported speech-to-text languages (likely English, Spanish, French, etc.)"],"input_types":["video (with embedded audio)","optional: manual caption text (for override)"],"output_types":["video (with auto-generated captions and text overlays)","caption file (SRT or VTT format, if exported separately)"],"categories":["image-visual","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_shortmake__cap_5","uri":"capability://image.visual.effect.and.transition.library.with.one.click.application","name":"effect and transition library with one-click application","description":"ShortMake provides a curated library of effects (zoom, blur, color grading, glitch, etc.) and transitions (fade, slide, wipe, etc.) that creators can apply to clips with a single click. Effects are likely pre-rendered or GPU-accelerated for real-time preview, and their parameters (duration, intensity) are preset to match trending styles. Transitions are applied at cut points automatically via templates, but creators can also manually insert additional effects from the library.","intents":["I want to add zoom-in effects at key moments without manually keyframing the scale parameter","I need transitions between clips that match trending editing styles (e.g., fast whip transitions for comedy content)","I want to apply color grading or filters that make my footage look more polished without learning color correction"],"best_for":["Creators who want visual polish without learning effects software like After Effects","Content creators in trend-sensitive niches (beauty, comedy, dance) where effect choices signal production quality","Creators producing high-volume content who need fast effect application without customization"],"limitations":["Effect parameters are preset — no granular control over duration, intensity, or easing curves","Limited effect variety compared to After Effects or DaVinci Resolve (likely 20-50 effects vs. hundreds)","Effects are applied uniformly across all clips using the same template — no per-clip customization","Some effects may not render in real-time on lower-end devices, requiring export to see final result","No ability to create custom effects or import third-party effect plugins"],"requires":["ShortMake account with access to effect library","Video clips loaded in the editor","Modern web browser with GPU acceleration for real-time preview"],"input_types":["video (clips in the editor)"],"output_types":["video (with effects and transitions applied)"],"categories":["image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_shortmake__cap_6","uri":"capability://image.visual.mobile.optimized.vertical.video.output.with.aspect.ratio.handling","name":"mobile-optimized vertical video output with aspect ratio handling","description":"ShortMake automatically outputs videos in vertical 9:16 aspect ratio optimized for mobile platforms (TikTok, Instagram Reels, YouTube Shorts). The system likely detects the input aspect ratio and applies letterboxing, cropping, or reframing to fit the vertical format without distortion. Text overlays and effects are repositioned to account for the vertical layout, ensuring they remain visible and properly framed on mobile screens.","intents":["I want my horizontal footage automatically reframed for vertical TikTok without black bars or distortion","I need to ensure text overlays and effects remain visible in the vertical format without manual repositioning","I want to export directly to mobile-optimized formats without additional conversion steps"],"best_for":["Mobile-first creators producing for TikTok, Instagram Reels, or YouTube Shorts","Creators shooting on horizontal cameras (DSLRs, phones in landscape) who need to adapt for vertical platforms","Creators who want to avoid manual aspect ratio conversion in post-production"],"limitations":["Automatic reframing may crop important content if the input footage is not composed for vertical format","No manual control over crop region — the algorithm applies uniform reframing logic","Letterboxing (black bars) may be applied if the input aspect ratio cannot be reframed without distortion","Text overlays positioned for horizontal footage may require manual repositioning for vertical format (if manual override is available)"],"requires":["Video input in any aspect ratio (horizontal, vertical, or square)","ShortMake account with export access"],"input_types":["video (any aspect ratio: 16:9, 4:3, 1:1, 9:16, etc.)"],"output_types":["video (9:16 vertical aspect ratio optimized for mobile)","video (MP4 format compatible with TikTok, Instagram Reels, YouTube Shorts)"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_shortmake__cap_7","uri":"capability://automation.workflow.real.time.preview.with.cloud.based.rendering","name":"real-time preview with cloud-based rendering","description":"ShortMake provides a real-time preview of edited videos in the web interface, with rendering handled server-side on cloud infrastructure. The system likely streams preview frames to the browser as the user makes edits, enabling instant feedback without local GPU requirements. Full-resolution exports are rendered asynchronously on the backend and made available for download after processing completes.","intents":["I want to see how my edits look before exporting, without waiting for a full render","I need to preview effects and transitions in real-time as I apply them","I want to edit on a low-end device (tablet, Chromebook) without local rendering overhead"],"best_for":["Creators on low-end devices (tablets, Chromebooks, older laptops) who lack local GPU resources","Creators who want instant feedback on edits without waiting for local rendering","Creators working in environments with unreliable local hardware (shared computers, internet cafes)"],"limitations":["Real-time preview quality is reduced compared to full-resolution export (likely 480p or 720p preview vs. 1080p export)","Preview latency depends on internet connection speed — slow connections may cause lag or buffering","Full-resolution export requires waiting for backend processing, which may take minutes to hours depending on queue","No offline editing — all work requires active internet connection and ShortMake server availability","Preview may not accurately represent final export quality due to compression or codec differences"],"requires":["Stable internet connection (minimum 5 Mbps recommended for smooth preview)","Modern web browser with WebGL support","ShortMake account with active session"],"input_types":["video (uploaded to ShortMake)"],"output_types":["preview stream (low-resolution, real-time)","full-resolution export (after backend processing)"],"categories":["automation-workflow","image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_shortmake__cap_8","uri":"capability://image.visual.trending.audio.and.music.library.integration","name":"trending audio and music library integration","description":"ShortMake integrates a library of trending audio tracks, sound effects, and music clips that are aligned with current viral content. The system likely syncs audio to video automatically, detecting beat points and aligning cuts and effects to the music rhythm. Audio tracks are likely licensed for short-form content use, eliminating copyright concerns for creators.","intents":["I want to add trending audio to my video without searching for music or worrying about copyright strikes","I need audio that syncs with my video's cuts and effects automatically","I want to use the same trending sounds as successful creators in my niche"],"best_for":["Creators producing music-driven content (dance, lip-sync, comedy) where audio choice is critical","Creators who want to avoid copyright issues by using pre-licensed audio","Creators who want to ride trending audio waves without manually searching for music"],"limitations":["Audio library is curated and limited compared to services like Spotify or YouTube Audio Library (likely 1,000-10,000 tracks vs. millions)","Audio sync is automatic and template-driven — no manual control over beat alignment or timing","Trending audio may change weekly, making older videos feel dated if they use last week's trending sounds","No ability to upload custom audio or use user-provided music (likely restricted to library tracks)","Audio licensing may be limited to short-form platforms (TikTok, Instagram Reels) and not extend to YouTube or other uses"],"requires":["ShortMake account with access to audio library","Video loaded in the editor"],"input_types":["video (with or without audio)"],"output_types":["video (with trending audio synced and mixed)"],"categories":["image-visual","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":42,"verified":false,"data_access_risk":"low","permissions":["Raw video file in MP4, MOV, or WebM format","Minimum 30 seconds of source footage","Modern web browser with WebGL support for real-time preview","Stable internet connection for cloud-based processing","Active ShortMake account with access to template library","Video footage that fits template structure (e.g., before-after templates require two distinct scenes)","Video file with clear audio track (mono or stereo)","Minimum 30 seconds of footage for meaningful scene detection","Stable internet connection for cloud-based computer vision processing","ShortMake account with active subscription (free or paid)"],"failure_modes":["Free tier exports at 720p or lower resolution, limiting monetization on platforms requiring 1080p","Template-based approach produces formulaic content that may not differentiate in saturated algorithmic feeds","No frame-level control or custom keyframing — creators cannot override automated edit decisions for artistic intent","Monthly video export limits on free tier (likely 3-5 videos) force upgrade for daily content schedules","Template library is fixed per release cycle — no real-time trending updates (likely weekly or monthly refreshes)","Heavy reliance on templates can produce visually similar content across creators using the same template, reducing differentiation","Templates may lag behind emerging trends by 1-2 weeks due to curation and testing cycles","No ability to create custom templates — creators are locked into ShortMake's curated set","Scene detection may fail on footage with subtle lighting changes or static camera angles, requiring manual override","Audio beat detection may misalign with non-standard music or speech-heavy content, producing jarring cuts","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"ecosystem":0.2,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:33.096Z","last_scraped_at":"2026-04-05T13:23:42.551Z","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=shortmake","compare_url":"https://unfragile.ai/compare?artifact=shortmake"}},"signature":"JPPESgKbI6l4KDJ+yjAXXOtG+RVz8oYnuOQLr72CKGLs+x/6L3TC4tqgRZ48Ep+gGlsNEFXDg4sm2T97x9MbDQ==","signedAt":"2026-06-20T23:42:32.835Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/shortmake","artifact":"https://unfragile.ai/shortmake","verify":"https://unfragile.ai/api/v1/verify?slug=shortmake","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"}}