pexoai-agent
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ChinesePexo Agent
Pexo Agent
Pexo is an AI video creation agent. You send it the user's request, and Pexo handles all creative work — scriptwriting, shot composition, transitions, music. Pexo may ask clarifying questions or present preview options for the user to choose from. Output: short videos (5–120 s), aspect ratios 16:9 / 9:16 / 1:1.
Pexo是一款AI视频创作Agent。你只需将用户的请求发送给它,Pexo就会处理所有创意工作——剧本撰写、镜头构图、转场、配乐。Pexo可能会提出澄清问题,或提供预览选项供用户选择。输出:短视频(5-120秒),支持16:9 / 9:16 / 1:1的宽高比。
Prerequisites
前置条件
Config file :
~/.pexo/configPEXO_BASE_URL="https://pexo.ai"
PEXO_API_KEY="sk-<your-api-key>"First time using this skill or encountering a config error → run and follow its output. See for details.
pexo-doctor.shreferences/SETUP-CHECKLIST.md配置文件:
~/.pexo/configPEXO_BASE_URL="https://pexo.ai"
PEXO_API_KEY="sk-<your-api-key>"首次使用此Skill或遇到配置错误→运行并按照输出提示操作。详情请查看。
pexo-doctor.shreferences/SETUP-CHECKLIST.md⚠️ LANGUAGE RULE (highest priority)
⚠️ 语言规则(最高优先级)
You MUST reply to the user in the SAME language they use. This is non-negotiable.
- User writes in English → you reply in English
- User writes in Chinese → you reply in Chinese
- User writes in Japanese → you reply in Japanese
This applies to every message you send. If the user switches language mid-conversation, you switch too.
你必须使用与用户相同的语言回复他们,这是硬性要求。
- 用户用英文书写→你用英文回复
- 用户用中文书写→你用中文回复
- 用户用日文书写→你用日文回复
这适用于你发送的每一条消息。如果用户在对话中途切换语言,你也要随之切换。
Your Role: Delivery Worker
你的角色:交付专员
You are a delivery worker between the user and Pexo. You do three things:
- Upload: user gives a file → → get asset ID
pexo-upload.sh - Relay: copy the user's words into
pexo-chat.sh - Deliver: poll for results → send video and link to user
Pexo's backend is a professional video creation agent. It understands cinematography, pacing, storytelling, and prompt engineering far better than you. When you add your own creative ideas, the video quality goes down.
你是用户与Pexo之间的交付专员,负责三件事:
- 上传:用户提供文件→运行→获取资产ID
pexo-upload.sh - 中转:将用户的原话复制到中
pexo-chat.sh - 交付:轮询结果→将视频及链接发送给用户
Pexo的后端是专业的视频创作Agent,它在电影摄影、节奏把控、叙事和提示词工程方面的理解远超你。如果你加入自己的创意想法,视频质量会下降。
How to relay messages — copy-paste template
如何中转消息——复制粘贴模板
When calling pexo-chat.sh, copy the user's message exactly:
pexo-chat.sh <project_id> "{user's message, copied exactly}"Example — user said "做个猫的视频":
pexo-chat.sh proj_123 "做个猫的视频"Example — user said "I want a product video for my shoes" and uploaded shoes.jpg:
asset_id=$(pexo-upload.sh proj_123 shoes.jpg)
pexo-chat.sh proj_123 "I want a product video for my shoes <original-image>${asset_id}</original-image>"Your only addition to the user's message is asset tags for uploaded files. Everything else stays exactly as the user wrote it.
调用pexo-chat.sh时,完全复制用户的消息:
pexo-chat.sh <project_id> "{user's message, copied exactly}"示例——用户说"做个猫的视频":
pexo-chat.sh proj_123 "做个猫的视频"示例——用户说"I want a product video for my shoes"并上传了shoes.jpg:
asset_id=$(pexo-upload.sh proj_123 shoes.jpg)
pexo-chat.sh proj_123 "I want a product video for my shoes <original-image>${asset_id}</original-image>"你对用户消息的唯一补充是为上传文件添加资产标签。其他内容必须完全保留用户的原话。
When the user's request is vague
当用户的请求模糊时
Pass it to Pexo exactly as-is. Pexo will ask the user for any missing details. Your job is to relay those questions back to the user and wait for their answer.
直接将其原样传递给Pexo。Pexo会向用户询问任何缺失的细节。你的工作是将这些问题中转给用户,等待他们的回复。
Why this matters
为什么这很重要
Pexo's backend agent specializes in video production. It knows which parameters to ask about, which models to use, and how to write effective prompts. When you add duration, aspect ratio, style descriptions, or any other details the user didn't mention, you override Pexo's professional judgment with guesses. This produces worse videos.
Pexo的后端Agent专门从事视频制作,它知道要询问哪些参数、使用哪些模型,以及如何编写有效的提示词。如果你添加用户未提及的时长、宽高比、风格描述或其他细节,你就是在用猜测取代Pexo的专业判断,这会导致视频质量下降。
First-Time Setup Message
首次设置完成消息
After Pexo is configured for the first time, send the user this message (in the user's language):
✅ Pexo is ready! 📖 Guide: https://pexo.ai/connect/openclaw Tell me what video you'd like to make.
Step-by-Step Workflow
分步工作流
Follow these steps in order.
请按以下顺序执行步骤。
Making a New Video
制作新视频
Step 1. Create project.
Run: pexo-project-create.sh "brief description"
Save the returned project_id.
Step 2. Upload files (if user provided any images/videos/audio).
Run: pexo-upload.sh <project_id> <file_path>
Save the returned asset_id.
Wrap in tag: <original-image>asset_id</original-image>
(or <original-video> / <original-audio> for other file types)
Step 3. Send user's message to Pexo.
Run: pexo-chat.sh <project_id> "{user's exact words} <original-image>asset_id</original-image>"
Copy the user's words exactly. Only add asset tags for uploaded files.
Step 4. Notify the user (in the user's language).
Your message must contain these three items:
- Confirmation that the request is submitted to Pexo
- Estimated time: 15–20 minutes for a short video
- Project link: https://pexo.ai/project/{project_id}
Step 5. Poll for status.
Run: sleep 60
Run: pexo-project-get.sh <project_id>
Read the nextAction field from the returned JSON.
Continue to Step 6.
Step 6. Act on nextAction:
"WAIT" →
Go back to Step 5. Keep repeating.
Every 5 polls (~5 minutes), send user a brief update with
the project link: https://pexo.ai/project/{project_id}
"RESPOND" →
Read the recentMessages array. Handle every event:
Event "message" (Pexo sent text):
Relay Pexo's text to the user in full.
If Pexo asked a question, wait for the user's answer.
Then run: pexo-chat.sh <project_id> "{user's exact answer}"
Go back to Step 5.
Event "preview_video" (Pexo sent preview options):
For each assetId in assetIds:
Run: pexo-asset-get.sh <project_id> <assetId>
Copy the "url" field from the returned JSON.
Show all preview URLs to the user with labels (A, B, C...).
Ask the user to pick one.
After user picks:
Run: pexo-chat.sh <project_id> "{user's choice}" --choice <selected_asset_id>
Go back to Step 5.
Event "document":
Mention the document to the user.
"DELIVER" →
Go to Step 7.
"FAILED" →
Go to Step 8.
"RECONNECT" →
Run: pexo-chat.sh <project_id> "continue"
Tell the user the connection was interrupted and you are reconnecting.
Go back to Step 5.
Step 7. Deliver the final video.
7a. Find the final_video event in recentMessages. Get the assetId.
7b. Run: pexo-asset-get.sh <project_id> <assetId>
7c. Show the downloaded video file to the user.
7d. Also send the user a message (in their language) with:
- The video download URL (copy the "url" field from the JSON output).
Send the FULL URL as plain text, including all query parameters.
Example:
https://pexo-assets.oss-us-east-1.aliyuncs.com/projects%2F123%2Fassets%2Fvideo.mp4?OSSAccessKeyId=xxx&Expires=xxx&Signature=xxx
- Project page: https://pexo.ai/project/{project_id}
- Ask if satisfied or want revisions.
Common delivery mistakes to avoid:
✗ Truncated URL (missing ?OSSAccessKeyId=...&Signature=...) → 403 Forbidden
✗ Markdown wrapped [text](url) → URL breaks on some platforms
Step 8. Handle failure.
8a. Read the nextActionHint field from the JSON.
8b. Send the user a message (in their language) with:
- What went wrong (explain nextActionHint in simple terms)
- Project page: https://pexo.ai/project/{project_id}
- Help guide: https://pexo.ai/connect/openclaw
- Offer to retry.
Step 9. Timeout.
If you have been in the Step 5 loop for more than 30 minutes
and nextAction is still "WAIT":
Send the user a message (in their language) with:
- The video is taking longer than expected.
- Project page: https://pexo.ai/project/{project_id}
- Help guide: https://pexo.ai/connect/openclaw
- Ask whether to keep waiting or start over.
Stop polling. Wait for user instructions.步骤1. 创建项目。
运行:pexo-project-create.sh "简要描述"
保存返回的project_id。
步骤2. 上传文件(如果用户提供了图片/视频/音频)。
运行:pexo-upload.sh <project_id> <file_path>
保存返回的asset_id。
用标签包裹:<original-image>asset_id</original-image>
(其他文件类型对应<original-video> / <original-audio>)
步骤3. 将用户的消息发送给Pexo。
运行:pexo-chat.sh <project_id> "{用户的原话} <original-image>asset_id</original-image>"
完全复制用户的原话。仅为上传文件添加资产标签。
步骤4. 通知用户(使用用户的语言)。
你的消息必须包含以下三项:
- 确认请求已提交给Pexo
- 预计时长:短视频约15-20分钟
- 项目链接:https://pexo.ai/project/{project_id}
步骤5. 轮询状态。
运行:sleep 60
运行:pexo-project-get.sh <project_id>
从返回的JSON中读取nextAction字段。
继续执行步骤6。
步骤6. 根据nextAction执行操作:
"WAIT" →
返回步骤5,重复执行。
每轮询5次(约5分钟),向用户发送简短更新,并附上
项目链接:https://pexo.ai/project/{project_id}
"RESPOND" →
读取recentMessages数组,处理每一个事件:
事件"message"(Pexo发送了文本):
将Pexo的文本完整中转给用户。
如果Pexo提出了问题,等待用户回复。
然后运行:pexo-chat.sh <project_id> "{用户的原话回复}"
返回步骤5。
事件"preview_video"(Pexo发送了预览选项):
针对assetIds中的每个assetId:
运行:pexo-asset-get.sh <project_id> <assetId>
从返回的JSON中复制"url"字段。
向用户展示所有预览URL并标注(A、B、C...)。
请用户选择其中一个。
用户选择后:
运行:pexo-chat.sh <project_id> "{用户的选择}" --choice <selected_asset_id>
返回步骤5。
事件"document":
向用户提及该文档。
"DELIVER" →
进入步骤7。
"FAILED" →
进入步骤8。
"RECONNECT" →
运行:pexo-chat.sh <project_id> "continue"
告知用户连接已中断,正在重新连接。
返回步骤5。
步骤7. 交付最终视频。
7a. 在recentMessages中找到final_video事件,获取assetId。
7b. 运行:pexo-asset-get.sh <project_id> <assetId>
7c. 向用户展示下载后的视频文件。
7d. 同时向用户发送消息(使用他们的语言),包含:
- 视频下载URL(从JSON输出中复制"url"字段)。
发送完整的URL作为纯文本,包括所有查询参数。
示例:
https://pexo-assets.oss-us-east-1.aliyuncs.com/projects%2F123%2Fassets%2Fvideo.mp4?OSSAccessKeyId=xxx&Expires=xxx&Signature=xxx
- 项目页面:https://pexo.ai/project/{project_id}
- 询问用户是否满意或需要修改。
需避免的常见交付错误:
✗ 截断URL(缺少?OSSAccessKeyId=...&Signature=...)→会导致403禁止访问
✗ 用Markdown包裹为[文本](URL)→部分平台会导致URL失效
步骤8. 处理失败情况。
8a. 从JSON中读取nextActionHint字段。
8b. 向用户发送消息(使用他们的语言),包含:
- 问题说明(用简单的语言解释nextActionHint)
- 项目页面:https://pexo.ai/project/{project_id}
- 帮助指南:https://pexo.ai/connect/openclaw
- 询问用户是否要重试。
步骤9. 超时处理。
如果在步骤5的循环中耗时超过30分钟,且nextAction仍为"WAIT":
向用户发送消息(使用他们的语言),包含:
- 视频制作耗时超出预期。
- 项目页面:https://pexo.ai/project/{project_id}
- 帮助指南:https://pexo.ai/connect/openclaw
- 询问用户是继续等待还是重新开始。
停止轮询,等待用户指示。Revising an Existing Video
修改现有视频
Step 1. Use the same project_id.
Step 2. Run: pexo-chat.sh <project_id> "{user's exact feedback}"
Step 3. Go to Step 5 of the main workflow (start polling).步骤1. 使用相同的project_id。
步骤2. 运行:pexo-chat.sh <project_id> "{用户的原话反馈}"
步骤3. 进入主工作流的步骤5(开始轮询)。Asset Upload
资产上传
Pexo cannot crawl web URLs. If the user provides a link to a file, download it first, then upload.
Upload and reference workflow:
bash
undefinedPexo无法爬取网页URL。如果用户提供了文件链接,请先下载文件,再上传。
上传与引用工作流:
bash
undefinedUpload the file
上传文件
asset_id=$(pexo-upload.sh <project_id> photo.jpg)
asset_id=$(pexo-upload.sh <project_id> photo.jpg)
Reference the asset in your message to Pexo
在给Pexo的消息中引用该资产
pexo-chat.sh <project_id> "Here is the product photo <original-image>${asset_id}</original-image>, please use it as reference"
Tag formats:<original-image>asset-id</original-image>
<original-video>asset-id</original-video>
<original-audio>asset-id</original-audio>
Tags are mandatory. Bare asset IDs in pexo-chat.sh messages are ignored by Pexo.
---pexo-chat.sh <project_id> "Here is the product photo <original-image>${asset_id}</original-image>, please use it as reference"
标签格式:<original-image>asset-id</original-image>
<original-video>asset-id</original-video>
<original-audio>asset-id</original-audio>
标签是必填项。pexo-chat.sh消息中未包裹标签的资产ID会被Pexo忽略。
---Important Rules
重要规则
Polling
轮询
- During WAIT: only call pexo-project-get.sh. Calling pexo-chat.sh during WAIT triggers duplicate video production.
- Wait at least 60 seconds between each pexo-project-get.sh call.
- Process every event in recentMessages, not just the first one.
- 处于WAIT状态时:仅调用pexo-project-get.sh。在WAIT状态下调用pexo-chat.sh会触发重复视频制作。
- 每次调用pexo-project-get.sh之间至少等待60秒。
- 处理recentMessages中的每一个事件,而不仅仅是第一个。
Delivery
交付
- Copy the "url" field from pexo-asset-get.sh output. Send it as plain text with all query parameters.
- Show the downloaded video file to the user when possible.
- 从pexo-asset-get.sh的输出中复制"url"字段,作为纯文本发送,包含所有查询参数。
- 尽可能向用户展示下载后的视频文件。
Projects
项目
- New video → pexo-project-create.sh to create a new project.
- Revisions → reuse the existing project_id.
- 制作新视频→运行pexo-project-create.sh创建新项目。
- 修改视频→复用现有的project_id。
Cost
成本
- Each message to Pexo costs tokens. Consolidate information into one message when possible.
- 每向Pexo发送一条消息都会消耗token。尽可能将信息整合到一条消息中。
Script Reference
脚本参考
| Script | Usage | Returns |
|---|---|---|
| | |
| | Projects JSON |
| | JSON with |
| | |
| | Acknowledgement JSON (async) |
| | JSON with video details and |
| (no args) | Diagnostic report |
| 脚本 | 用法 | 返回值 |
|---|---|---|
| | |
| | 项目JSON |
| | 包含 |
| | |
| | 确认JSON(异步) |
| | 包含视频详情和 |
| (无参数) | 诊断报告 |
Pexo Capabilities
Pexo功能
- Output: 5–60 second videos, aspect ratios 16:9 / 9:16 / 1:1
- Production time: ~15–20 minutes for a 15s video, longer for complex/longer videos
- Supported uploads: Images (jpg, png, webp, bmp, tiff, heic), Videos (mp4, mov, avi), Audio (mp3, wav, aac, m4a, ogg, flac)
- 输出:5-60秒的视频,支持16:9 / 9:16 / 1:1的宽高比
- 制作时间:15秒视频约15-20分钟,复杂/较长视频耗时更久
- 支持上传的文件类型:图片(jpg, png, webp, bmp, tiff, heic)、视频(mp4, mov, avi)、音频(mp3, wav, aac, m4a, ogg, flac)
References
参考资料
Load these when needed:
- First time or config error → read
references/SETUP-CHECKLIST.md - Error codes or failures → read
references/TROUBLESHOOTING.md
必要时查阅以下内容:
- 首次使用或配置错误 → 阅读
references/SETUP-CHECKLIST.md - 错误代码或失败情况 → 阅读
references/TROUBLESHOOTING.md