Video & Animation

Write social media posts, hooks, captions, scripts, repurposing plans, and editorial calendars using the active project's audience, brand voice, and strategy. Use for everyday social content creation and focused copy variants. Project-level audience research, channel strategy, campaign audits, and strategic performance decisions belong to social-marketer when available; final static visuals and videos belong to the production skills.

Compose and produce an original film score for a video - watch and spot the video, choose a musical identity (genre, key/mode, BPM, instruments, leitmotif), write a score.json, render real instruments (FluidSynth + GeneralUser GS samples, audio-as-code synths, sound design), mix it under the narration (ducking + speech dip, bed X LU under the voice) and deliver stems, MIDI, previews and QC. Use for "score this video", "compose music for", "background music for my short", "scorewright", "make a s

Produce a series of white-background, black-line, big-head Chinese comedy-sketch shorts (白底简笔吐槽短视频): pick a topic, write the script, draw the scenes, voice each line, render the cut, draw a 3:4 cover, and write the WeChat Channels (视频号) title, description, hashtags and pinned comment. Use when the user says "按这个简笔画风格再做几期", "做一集吐槽视频并配封面", "顺便给我视频号文案", or "这个系列再出一集". Single episode or a multi-episode batch both work. Not for cover-only or copy-only requests, 9:16 vertical, real-person footage, 3D

Make finished vertical short videos with Remotion and post them to TikTok, Instagram Reels and YouTube Shorts. Turns a topic, article, URL, dataset, changelog or list into a 1080x1920 kinetic-text short (big animated words, stat count-ups, top-N lists, launch and changelog videos, quotes), timed to reading speed and kept inside every app's safe zone, rendered locally with no paid API. Use when someone asks for a Remotion short, a Remotion video for TikTok/Reels/Shorts, kinetic typography or text

Turn topics, scripts or narration audio into finished minimal hand-drawn stickman videos (B1 Autopilot style): illustrated scenes, voice-led timing, word-timed captions, micro-animation and SFX, rendered locally to MP4.

Gunakan saat pengguna meminta menulis atau merevisi copy bahasa Indonesia atau Inggris untuk landing page, sales copy, artikel, media sosial, email, WhatsApp, GitHub, naskah video, slide presentasi, atau instruksi skill; termasuk teks dalam pembuatan halaman dan presentasi. Gunakan saat diminta membuat tulisan lebih natural, menyusun brief, menilai tulisan, memakai mf-copywriting, atau memanggil mf-copywriting-update untuk memperbarui referensi tren bahasa, gaya komunikasi, dan pola copywriting.

Record a narrated, subtitled demo video of a real web app workflow (sign up, create an order, file a ticket...) with Playwright and Edge TTS, at true 1920x1080 with a visible cursor and red highlight boxes. Use when asked to "create a demo / demo video / walkthrough video for <process>", to redo a demo after its screens changed, or to change a demo's narration, voice or speed.

The "قاموس الموشن" — a dictionary of 68 named motion-graphics effects for vertical talking-head reels (orbit, lean-in, backdrop-word, the-bill, place-in-grid, whip-pan, karaoke-captions, split-screen…), each with what it looks like, what it is good for, and how to make it. Use it whenever the user sends effect names (often as «بغيت هاد الحركات: orbit, lean-in, …», copied from the library page), asks which motion fits a moment («شنو الحركة اللي تصلح ل…», "what effect for the hook / the CTA / a nu

Turn a Loom (or any screen recording) transcript into a written SOP someone else can follow the first time - the outcome, when to use it, tools and access, numbered one-action steps with the video timestamp for each, the quality check, common mistakes, and a list of gaps the video never explained. Use when someone pastes a Loom transcript, a .vtt or .srt caption file, or asks to "write an SOP" or "document this process".

Generate procedural music for scenes, videos, games, and custom pieces. Use when asked for soundtracks, underscore, jingles, loops, music under voice-over, themes, instrument cloning, mixing/mastering, or when music sounds robotic/flat/off-mood. Creates projects with research, direction sheets, custom presets, declarative scores, renders via pipeline.py with quality gates until passing.

Generate super-beginner comprehensible-input story videos (illustrated, narrated, heavily repeated) for a learner's language course, currently Mandarin Chinese. Use when the learner asks for a new story or lesson, a review lesson, a story on a topic or around certain words, says a word is hard or already known, wants to see their course vocabulary or the available voices, or wants to set up ci-story.

Edita los reels del usuario (vídeos verticales hablando a cámara para Instagram) con su flujo aprobado: transcripción local con Whisper, quitar silencios/muletillas/tomas repetidas, gancho en mayúsculas, titulares con gráfico animado cada 2-3 s, logos reales de marcas, subtítulos de una línea, efectos de sonido calibrados, voz a -14 LUFS y render con HyperFrames. Úsala siempre que pida editar, montar, cortar, subtitular o "dejar listo" un reel, un clip de CapCut o un vídeo vertical suyo, aunque

Converts images, multi-angle photo sets, technical drawings, or videos of mechanical/physical objects into functional, parametric 3D CAD models and assemblies in Fusion 360 via computer vision metrology, kinematic synthesis, and the Fusion 360 MCP server.

短剧工业化管线·第 5 工序：终期成片与 1080p 超分增强。负责全集分镜无损拼接与院线级 1080p 超分辨率放大。硬核沉淀：FFmpeg concat 零损耗直拼、RealESRGAN x2plus GPU 独占 FP16 批量超分（~4.8fps）、原生高质量避让音轨无损混流、ffprobe 工业级物理参数验收。

短剧工业化管线·第 3 工序：H3 物理视频渲染与防翻车调度。负责与本地 ComfyUI 服务交互，调度 MiniMax H3 进行 Turbo 8-step 视频生成。硬核沉淀：Windows WDDM 驱动锁防御、潜空间 32 整除铁律、单人发音锁定与全员闭嘴抑制指令装配、首帧 I2V 安全注入、分镜间显存防泄漏。

短剧工业化管线·第 4 工序：声音工程与智能避让配乐。负责 H3 视频生成后的声音精修。硬核沉淀：谱减法音频门控（消灭风噪/电流床音）、Whisper ASR 纯普通话语种漂移拦截、FFmpeg 原生侧链动态避让混音（Sidechain Ducking，台词开口 BGM 瞬降 -14dB，闭嘴扬起）。

Research fictional battles and create animated 2D fighting videos with clear techniques, consistent characters, HP and resources, strong motion smears, and sound. Use for a new battle video or changes to an existing one. A simple lore question does not require video production.

Autonomously plan, script, capture, and voice perfectly synchronized product walkthrough videos with zero audio drift.

Control the user's real Chrome profiles (tabs, reading pages, clicking, typing, keyboard shortcuts, screenshots, Google Colab notebook editing) through the Browser Bridge extension and its local relay. Works for any AI agent that can run shell commands or Python on the user's Windows machine. Use it for every task that needs the user's own signed-in Chrome. It holds the fastest working methods and the mistakes already made, so none repeats.

短剧工业化管线·第 1 工序：编剧与导演分镜调度。负责将剧情大纲或小说文本转化为符合短剧视听规律的工业级分镜。内置：6 大动态运镜轮换决策树、台词纯中文汉字归一化（数字大写）、短剧快节奏 20~28 字密度调控、单人发言与旁观者闭嘴标注。

本地 ComfyUI 剧本转视频自动生产管线（MiniMax H3）。用户给剧本要求用 ComfyUI 出分镜视频，或提到"一采二采/超分/班长套件/CSGlide/工作流生成视频"时使用。覆盖：工作流握手（不写死节点号）、导演调度与段规划、H3 提示词、提交与自动监工、一采双检闸门、收片清床音与拼接、断点续产。

短剧工业化管线·第 2 工序：分镜定帧与资产一致性。负责在视频渲染前，建立全局风格母卡 (Style Bible)，并为每个分镜前置生成“场景+人物+道具”三合一的 16:9 高清定帧垫图。彻底根治 T2V 盲跑带来的人脸变形、角色换脸、场景变色与道具软化。

Turn a story idea, script or novel chapter into a finished short drama episode — recurring characters that stay consistent across shots, spoken dialogue or a voice-over narrator, subtitles, one MP4 at the end. Uses apimodels.app (Seedance 2.0 video, Nano Banana image, MiniMax voice) with one API key. Use when the user wants a short drama, mini-series episode, AI comic drama (漫剧 / 短剧 / AI 动态漫), a vertical story video with the same characters in every shot, or wants to adapt a script into video. A

Find the Instagram Reels that are actually working in a niche right now and turn them into a swipe file: ranks reels by outlier multiple (views divided by the account's own median, not raw views), names the hook formula each used, and flags which to transcribe. Use when the user says "find viral reels", "what's working in my niche", "content research", "outlier reels", "reverse engineer this account", "build a swipe file", "what should I make next", or exports reels from IShort. Reads IShort CSV exports and the IShort MCP (list_my_scripts, get_competitor_report, get_reel_details).