Video & Animation

Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel repo-aware review passes. Use when ECC should be trimmed to what a project actually needs instead of loading the full bundle.

Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates. Use when defining or revising an agent

Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports. Use when an agent run fails and you need a reproducible diagnosis instead of a retry.

Add x402 payment execution to AI agents with per-task budgets, spending controls, and non-custodial wallets. Supports Base through agentwallet-sdk and X Layer through OKX Payments / OKX Agent Payments Protocol. Use when an agent must pay for something itself and needs per-task budgets, spending controls, and a non-custodial wallet.

Use after completing any non-trivial task. The agent self-rates its output on 5 axes — accuracy, completeness, clarity, actionability, conciseness — with concrete evidence per criterion. Produces a structured 1-5 scorecard with specific improvement suggestions.

Generates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best practices on reactivity (signals, linkedSignal, resource), forms, dependency injection, routing, SSR, accessibility (ARIA), animations, styling (component styles, Tailwind CSS), testing, or CLI tooling.

Clean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns. Use when structuring modules, layers, or data flow in an Android or KMP project.

Regression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spots where the same model writes and reviews code. Use when adding regression coverage to AI-assisted code, or when the same model both wrote and reviewed a change.

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Turn a speech-led video into two complete story edits based on a retained viral reference. Transcribe with local Whisper, present two full text flows for user approval, then edit and export both in CapCut. Use for 爆紅格式、兩個 flow、先審文字再剪片, especially Cantonese personal-brand videos.

AI Video Studio — Generate and assemble AI video assets with Seedance 2.0, Fish Audio, FFmpeg, CapCut/Jianying drafts, multilingual storyboards, and the scenario-based `drama` pipeline. Use when the user explicitly requests Seedance generation, AI B-roll, short drama, Fish Audio TTS, CapCut/Jianying drafts, multilingual AI variants, or names AI Video Studio. Route general multi-stage video work through video-production-orchestrator, real-footage editing through video-use, and cinematic product/UI films through video-shotcraft.

YouTube Shorts / TikTok AI video skill

Faceless frozen-diorama AI videos

AI short video production pipeline

Audience simulation for short-form clips

Generate short vertical UGC-style ad clips from a structured creative brief with OpenClip, picking from a roster of AI creators. Use when asked to

Transcribe video or audio to JSON, SRT, and VTT with speaker diarization and time codes, using OpenClip. FREE with just an OpenClip account, no subscription. Use when asked to

Pull still frames out of a video as thumbnail images with OpenClip, then compress, resize, crop, or reformat them to jpg, png, or webp. FREE with just an OpenClip account, no subscription. Use when asked for

Turn one long video into a full batch of platform-ready short clips for TikTok, Reels, and YouTube Shorts with OpenClip - find the moments, reframe to vertical, burn in captions, and write the post copy for each. Use when asked to

Remove the background from an image with OpenClip and get back a transparent PNG. FREE with just an OpenClip account, no subscription. Use when asked to

Convert and compress media from your agent with OpenClip - video to mp4, webm, mov, mkv, or gif, and audio to mp3, aac, wav, or flac. FREE with just an OpenClip account, no subscription. Use when asked to

Liquid-glass motion intro for faceless VSL

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。