Video & Animation

TikTok/UGC 创意生产流水线总入口。双模式：任务前路由（你的问题该用哪个

Generate platform-native search phrases for sourcing TikTok/UGC visual

Split a TikTok/UGC voiceover script (English or Spanish plain text)

Edit a user-supplied video into a vertical Reel, Short, TikTok, video diary short, or an approved eight-step AI short-video workflow. Use when the user provides or points to media and asks to transcribe, cut, subtitle, preview, or export a vertical short. Do not use for environment-only setup or generic Premiere Pro or CapCut help.

Fission a locked person/scene/product reference into a media-fission

把一条或多条本地参考视频反推成可验证、可生成、可在 Agent 对话中直接审阅的原片、镜头帧板、资产库和分段生成方案。用户说‘反推这条视频’‘反推这几个视频’‘这个视频怎么复刻’‘把视频拆成提示词’‘reverse this video’或需要视频复刻前拉片、证据提取、反推包审计时使用；不用于直接生成视频、发布素材、通用剪辑或字幕烧录。

Fill a UGC ad-generation template with product/persona/scene variables

Regroup CapCut template-backed caption word timing metadata and remove filler tokens in CapCut desktop draft JSON. Use when Chinese subtitles, auto-scrolling captions, karaoke/highlight templates, or word-by-word effects split real words apart, show character-level chunks, or need filler words like 呃 removed while preserving compact text-template tracks.

Verify final video edits before delivery. Use when an agent needs to inspect a rendered MP4/MOV/WebM, confirm duration/resolution/frame rate/audio, generate or review contact sheets, analyze timeline CSVs, check cut density/source mix, check FX integration and cohesion, verify text-to-beat sync, catch weak frames or accidental placeholders, and decide whether a beat-synced social edit is ready to show.

Generate or plan media assets for beat-synced edits when real footage is missing or the user asks for generated visuals - AI video (Gemini/Veo/Flow), AI images, or procedural audio-reactive GPU renders (tunnels, portals, kaleidoscopes, starbursts, mandalas, title pieces via Python+moderngl GLSL). Use with beat-synced-montage-builder when a montage needs generated clips, stills, or procedural audio-reactive elements instead of, or alongside, sourced footage.

Build beat-synced social video montages from song-analysis outputs and source footage. Use when an agent needs to assemble, plan, or revise a music-timed edit; map footage to beats/onsets/cut markers; create vertical or landscape montage timelines; integrate audio-reactive FX into shots; mix gameplay, crowd, concert, nature, menu, or other accent footage; generate timeline CSVs, contact sheets, and edit briefs; or adapt the Conteto Machino / Smash Mash workflow for another song or footage library.

Analyze songs and audio files for beat-synced video editing, clip timing, energy mapping, viral window selection, onset-locked cut grids, footage selection, and agent-readable edit briefs. Use when an agent needs to inspect an MP3/WAV/M4A/audio track, estimate tempo and beat grids, identify sections, produce cut markers, pick the best 15-30s window of a song for short-form video, or guide a human or another agent in choosing footage that matches musical energy.

Security architecture patterns for personal AI agents that touch real accounts. Use when designing an agent with access to inbox, calendar, finances, or shopping. Covers per-user isolated VMs, pre-action sentinel checks, least-privilege connectors, human approval gates, and single-use payment credentials.

Earn and deploy third-party validator quotes for a launch. Use when you need credibility beyond your own claims. Covers who to approach, how to get honest reactions, and how to amplify them via quote-posts, based on the founder/CEO validators behind the Muse launch.

Turn user testimonials into launch distribution. Use when launching a product or feature and you want real user proof to carry the announcement instead of marketing copy. Covers soliciting specific testimonials, curating them, and amplifying via quote-posts.

Create Apple-keynote-quality product demo videos with Remotion. Covers glass phone mockups, floating 3D spheres, typing animations, card UIs, ripple effects, and smooth scene transitions. Use when asked to create product demos, app showcase videos, UI walkthrough animations, or

Author a vos animation program (VosConfigJson) from scratch or debug one — declarative configs compiling into deterministic Three.js + GSAP-dialect animations on the MIT vos engine (@vosjs/core), validated locally with compileVosConfig. Covers the schema, dialect rules, 2D overlay elements, shaders, and params/presets knobs. Use when asked to write a vos animation program, create a VosConfigJson, make a programmatic motion graphic or logo animation, or fix a config that fails to compile or lint.

Create vos programs in the user

Remix a vos.so gallery program into your own — fetch its config, edit the declared knobs or code locally, validate with vos check, and push a private copy back with lineage that iterates as versions. Carries the params/Looks doctrine and the GLB 3D-showcase recipe. Use when asked to remix, customize or personalize a gallery animation, swap a 3D model into a showcase, or iterate a fetched program as versions.

Delegate computer-use and browser tasks to OpenAI

Find design inspiration from curated gallery sites. Use when a user needs UI/UX references, design examples, or inspiration for specific components (navbars, CTAs, hero sections, landing pages, etc.), full websites, SaaS products, mobile apps, animations, icons, branding, or design systems. Helps select the right inspiration source and browse examples.

Build a GraphRAG pipeline over documents. Use when plain vector search returns chunks without connections, when questions need multi-hop reasoning (

Demo strategy that leads with mundane real-life utility instead of benchmarks. Use when presenting an AI agent or product to non-technical audiences. Covers picking tasks the viewer did this morning, showing end-to-end completion, and letting speed be the wow factor.

Generate polished release notes from git history. Use when cutting a release, before publishing a GitHub release, or when you need a changelog from commits between two tags. Groups changes by type, surfaces breaking changes, and drafts highlights.