quickaishort 是做什么的？
Audience simulation for short-form clips
Pre-Flight：多智能体AI系统，在发布前模拟观众对短视频片段的反应——基于Google ADK、Gemini 2.5 Flash、BigQuery MCP和FFmpeg.wasm构建。
Pre-Flight 是一个多智能体AI系统，专为短视频创作者设计，在正式发布前模拟目标观众对视频片段的反应。该系统基于 Google ADK 框架、Gemini 2.5 Flash 模型、BigQuery MCP 数据连接以及 FFmpeg.wasm 视频处理技术构建。它通过模拟不同观众群体的情感、兴趣和互动可能性，帮助创作者预判内容表现并优化策略。目前主要在 GitHub 上作为开源项目发布，适用于 AI Agent 平台（如 Claude Code、Cursor、Codex）的集成与扩展。其核心价值在于降低发布风险、提升内容吸引力，尤其适合对数据驱动的创意决策有高需求的团队。
npx skills add HassaanFisky/quickaishortAudience simulation for short-form clips
Extract frames or short clips from videos using ffmpeg.
Summarize or transcribe URLs, YouTube/videos, podcasts, articles, transcripts, PDFs, and local files.
Use when testing, fixing, or extending the OpenClaw Control UI GUI with Vitest + Playwright end-to-end checks, mocked Gateway WebSocket flows, mocked dashboard runs, screenshots/videos, or agent-verifiable browser proof.
Obra superpowers agent skills.
See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand- extract frames, build visual/semantic/temporal indexes, and search moments with timestamps and auto-clips. Act- transcode and normalize (codec, fps, resolution, aspect ratio), perform timeline edits (subtitles, text/image overlays, branding, audio overlays, dubbing, translation), generate media assets (image, audio...
End-to-end marketing campaign planning and execution. Covers audience research, positioning, campaign angle definition, landing page copy, email sequences, social posts, ad copy, short-form video scripts, and content calendars. Use as the orchestration layer for multi-channel product launches. Use when planning or executing a multi-channel product launch, or producing landing page, email, social, or ad copy.