ai-python 是做什么的？
AI SDK for Python（ai 包）。用于 Python 模型调用（LLM、图像、视频、语音、嵌入、转录、重新排序或评估）、智能体、模型交互测试、工具调用、子代理、审批、持久执行、遥测、AI SDK UI 后端以及自定义提供程序。
AI SDK for Python（`ai` 包）。用于 Python 模型调用（LLM、图像、视频、语音、嵌入、转录、重新排序或评估）、智能体、模型交互测试、工具调用、子代理、审批、持久执行、遥测、AI SDK UI 后端以及自定义提供程序。
vercel-labs/ai-python 是一个专为 Python 开发者设计的 AI SDK，基于 `ai` 包提供全面的 AI 模型集成能力。它支持多种模型调用类型，包括大语言模型（LLM）、图像、视频、语音、嵌入、转录、重新排序和评估，同时为构建智能代理（Agents）提供工具调用、子代理、审批流程和持久执行机制。该 SDK 还集成了遥测功能、模型交互测试以及 AI SDK UI 后端支持，并允许开发者自定义模型提供程序。适用于需要将 AI 能力无缝集成到 Python 应用中的开发者，尤其在代理架构和复杂工作流场景下表现突出。
npx skills add https://github.com/vercel-labs/ai-python/tree/main/skills/aiAI SDK for Python（ai 包）。用于 Python 模型调用（LLM、图像、视频、语音、嵌入、转录、重新排序或评估）、智能体、模型交互测试、工具调用、子代理、审批、持久执行、遥测、AI SDK UI 后端以及自定义提供程序。
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.