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🌈你好呀！我是 是Yu欸 🚀 感謝你的陪伴與支持~ 歡迎添加文末好友 🌌 在所有感興趣的領域擴展知識，不定期掉落福利資訊(*^▽^*)

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寫在最前面

版權聲明：本文為原創，遵循 CC 4.0 BY-SA 協議。轉載請注明出處。

在多智能體（Multi-Agent）系統日益成為AI發展主流的背景下，阿里云推出的 OpenManus，
作為一款針對復雜任務自動化處理的多智能體良好平臺，為實際應用落地提供了頗具吸引力的解決方案。

那么這個產品更適合哪些場景呢，讓我們一起來試試OpenManus的云上表現吧！

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初體驗：快速部署，開箱即用

阿里云提供免費的云資源和大模型 tokens，前往部署頁面即可領取：https://www.aliyun.com/solution/tech-solution/open-manus?utm_content=g_1000403468

部署OpenManus整體體驗很便捷，幾乎是開箱即用的感受。阿里云官方提供的文檔指引非常完善，即使是初次接觸多智能體系統的開發者，也能輕松按照步驟完成操作。實例創建、環境初始化、智能體配置，總共花費了2分鐘左右即可完成基本部署。

更令人驚喜的是，整個過程不僅速度快，而且異常穩定，沒有遇到常見的連接超時、權限異常等問題，讓人第一次接觸就建立起對平臺的信任感。

整體來說，OpenManus的部署過程對無基礎的開發者來說也幾乎無基礎，真正實現了“一鍵起步”，即使是小團隊或者個人開發者，也能快速搭建起一套功能強大的多智能體良好的系統，極大地降低了AI系統基礎設施的基礎。

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真實案例分享：從單體開發到智能良好

我們嘗試將OpenManus應用于一個實際場景。項目背景如下：

在日常跨境電商運營中，不同電商平臺（如Amazon、eBay、Shopee）對商品標題、描述、圖片文案等要求各有差異，傳統手動撰寫、修改效率低下，且容易遺漏平臺規范。
為了提升發布速度并保證質量，我們基于阿里云OpenManus，構建了一個多平臺內容自動生成與審核系統。

• 痛點：傳統自動化腳本只能完成任務，遇到流程簡單的復雜任務（如數據收集、初稿撰寫、內容審校）時容易失效，效率低下。
• 目標：希望通過多智能體協作，自動完成跨步驟的內容生成與審核流程。希望通過多智能體協作，自動完成跨步驟的內容生成與審核流程。

經過試運行，發現人工干預減少至最低限度，真正實現了高效和諧。

提示詞

背景設定：

• 商品：藍牙耳機（無線降噪藍牙耳機）
• 目標平臺：Amazon美國站、eBay全球站、Shopee馬來西亞站
• 需求：針對不同平臺，自動撰寫符合要求的商品描述文案‘

過程展示

這里可以看到，智能體首先分析了我的需求，并且自動化選擇合適的模型去運行實現每一個功能，體現出系統極強的自主整體理解和規劃能力。

> ? Manus's thoughts: 為了完成這個任務，我們需要為不同的平臺撰寫符合要求的商品描述文案。我們可以使用QwQ-32B工具來生成這些描述。我們將為每個平臺分別生成描述。
> ### 第一步：為Amazon美國站生成商品描述
> 讓我們先為Amazon美國站生成藍牙降噪耳機的商品描述。

每個生成過程都細致入微，比如在撰寫Amazon商品描述時，智能體主動分析了目標受眾，思考了應避免的敏感詞（如"best"等），并且用英文完成了推理，再用中文為我解釋。這種"雙語推理+中文回顯"的設計，極大地降低了用戶理解難度，體驗非常貼心。

第一步：為亞馬遜美國站生成商品描述

生成的文案內容不僅豐富、結構清晰，而且準確匹配不同平臺的規范與用戶期待，大大節省了人工潤色時間。

🔧 Activating tool: 'QwQ-32B'...
🚀
[
12:35:38 AM
] Taking Action
🎯 Tool 'QwQ-32B' completed it...
🎯 Tool 'QwQ-32B' completed its mission! Result: Observed output of cmd `QwQ-32B` executed:
{"reasoning": "Okay, I need to create a product description for wireless noise-canceling Bluetooth headphones for the Amazon US site. Let me start by thinking about the key features that customers usually look for in such products. \n\nFirst, the main selling points are probably the noise cancellation, battery life, sound quality, comfort, and design. I should highlight each of these. Maybe start with a catchy product name. Something like \"Premium Wireless Noise-Canceling Headphones\" sounds good. \n\nThe first paragraph should grab attention. Maybe mention the immersive sound experience and the key features. I should include the advanced noise cancellation technology, like adaptive or hybrid, since that's a big deal. Also, the battery life is important—maybe up to 30 hours? That's a common number, but I should check if that's realistic. \n\nNext, I need to break down each feature into bullet points. Let's see: \n\n- Noise cancellation: Explain how it works, maybe mention ambient sound control. \n- Sound quality: High-resolution audio, drivers size? Maybe 40mm drivers? \n- Comfort: Memory foam ear cushions, lightweight design. \n- Battery life: 30 hours with ANC on, quick charge. \n- Connectivity: Bluetooth 5.0 for stability, easy pairing. \n- Design: Foldable, durable materials, sleek look. \n- Additional features: Touch controls, voice assistant compatibility, microphone quality. \n\nWait, maybe also include a quick charge feature, like 10 minutes for 2 hours of playtime. That's a nice touch. \n\nUnder the product highlights section, I can elaborate on each point with a bit more detail. For example, the noise cancellation section can explain how it blocks external noise while still allowing ambient sound when needed. The sound quality can mention clarity in highs and mids, deep bass. \n\nComfort is important for long listening sessions, so memory foam and adjustable headband are good points. Battery life with and without ANC, maybe a case for portability. \n\nConnectivity features like hands-free calls and multipoint pairing could be useful. Design-wise, foldable and compact for travel. \n\nIn the usage scenarios, maybe list commuting, workouts, travel, office, etc. \n\nThe product specifications should list technical details like Bluetooth version, frequency response, impedance, driver size, battery specs, etc. \n\nI should also add a call to action at the end, encouraging the customer to buy. Maybe mention a satisfaction guarantee. \n\nWait, do I need to include any certifications or standards? Maybe IPX rating for sweat resistance if it's for workouts. That's a good point. \n\nAlso, make sure the language is engaging and persuasive, using active verbs and positive adjectives. Avoid jargon but still sound professional. \n\nLet me structure it step by step. Start with a product name, then a brief intro, followed by bullet points, then detailed sections, usage scenarios, specs, and a conclusion. \n\nHmm, maybe start with the product name and a tagline. Then the first paragraph summarizing the main features. Then bullet points for quick highlights. Then expand each feature in paragraphs. \n\nCheck for any missing features. Maybe talk about the microphone quality for calls, and touch controls. Also, maybe the case has a charging port? \n\nWait, the user didn't mention any specific brand or model, so I can use generic terms. \n\nI should also make sure to comply with Amazon's guidelines, so no markdown, just plain text with clear sections. \n\nLet me start drafting the description now, following these points.", "answer": "**Premium Wireless Noise-Canceling Headphones**  \n**Experience Unmatched Audio Clarity and Comfort**  \n\nDiscover the ultimate listening experience with our **Premium Wireless Noise-Cancelling Headphones**, designed to immerse you in crystal-clear sound while blocking out the world. Perfect for commutes, workouts, travel, or relaxation, these headphones combine advanced noise cancellation, premium sound quality, and all-day comfort for seamless connectivity on the go.  \n\n---\n\n**Key Features:**  \n? **Powerful Noise Cancellation**: Active Noise Cancellation (ANC) technology eliminates background noise, while the Ambient Sound Mode lets you stay aware of your surroundings with a touch.  \n? **Rich, High-Resolution Audio**: 40mm dynamic drivers deliver deep bass, clear mids, and vibrant highs, supporting aptX and AAC codecs for lossless streaming.  \n? **30-Hour Playtime**: Enjoy marathon listening with ANC on, or recharge quickly—just 10 minutes of charge provides 2 hours of playback.  \n? **Comfort Meets Style**: Ergonomic design with plush memory foam ear cushions and a lightweight, adjustable headband for all-day comfort.  \n? **Bluetooth 5.0 Connectivity**: Stable, long-range connections with effortless pairing and multipoint pairing for seamless switching between devices.  \n? **Durable & Portable**: Foldable design fits into the included premium carrying case, perfect for travel. Sweat-resistant build (IPX4 rating) withstands workouts.  \n? **Smart Controls**: Intuitive touch controls for playback, calls, and voice assistant access (Google Assistant/Siri). Crystal-clear calls with dual-mic noise suppression.  \n\n---\n\n**Why Choose These Headphones?**  \n🎧 **Advanced Noise Cancellation**: Our hybrid ANC system uses dual microphones to capture and cancel ambient noise, while the Ambient Sound Mode lets you toggle external awareness with a simple tap. Ideal for flights, busy offices, or crowded gyms.  \n🎧 **Studio-Quality Sound**: Engineered for audiophiles, these headphones deliver balanced, immersive audio whether you’re streaming music, watching movies, or gaming.  \n🎧 **All-Day Comfort**: The lightweight build (only 240g) and breathable memory foam earpads ensure comfort even during extended use. The adjustable headband fits all head sizes.  \n🎧 **Convenience at Your Fingertips**: Control music, answer calls, or activate your voice assistant without reaching for your phone. The built-in microphone ensures crystal-clear calls.  \n\n---\n\n**Perfect for:**  \n- Commuters seeking peace on trains/buses.  \n- Fitness enthusiasts needing sweat-resistant, secure headphones.  \n- Travelers wanting ANC and portability.  \n- Office workers needing focus in noisy environments.  \n- Music lovers craving rich, detailed sound.  \n\n---\n\n**Product Specifications:**  \n- **Driver Size**: 40mm dynamic drivers  \n- **Noise Cancellation**: Hybrid ANC & Ambient Sound Mode  \n- **Battery Life**: Up to 30 hours (ANC on) / 40 hours (ANC off)  \n- **Charging**: Fast charge (10 mins = 2 hrs), USB-C port  \n- **Connectivity**: Bluetooth 5.0, Multipoint Pairing  \n- **Frequency Response**: 20Hz–40kHz  \n- **Impedance**: 32Ω  \n- **Water Resistance**: IPX4 (sweat and splash-proof)  \n- **Weight**: 240g  \n- **Includes**: Premium carrying case, USB-C cable, 3.5mm audio adapter  \n\n---\n\n**Ready to Elevate Your Audio Experience?**  \nInvest in headphones that prioritize performance, comfort, and style. With our **30-Day Satisfaction Guarantee** and **12-Month Warranty**, you can listen worry-free.  \n\n**Click ‘Add to Cart’ and transform your listening journey today!**  \n\n---  \n*Note: Compatible with all Bluetooth-enabled devices. Batteries not included—uses rechargeable lithium-ion battery.*  \n\nLet the world fade away, and let the music speak. 🎧?", "search_results": []}

🎯 Tool 'QwQ-32B' completed its mission! Result: Observed output of cmd `QwQ-32B` executed:
{"reasoning": "Okay, I need to create a product description for wireless noise-canceling Bluetooth headphones for the Amazon US site. Let me start by thinking about the key features that customers usually look for in such products. \n\nFirst, the main selling points are probably the noise cancellation, battery life, sound quality, comfort, and design. I should highlight each of these. Maybe start with a catchy product name. Something like \"Premium Wireless Noise-Canceling Headphones\" sounds good. \n\nThe first paragraph should grab attention. Maybe mention the immersive sound experience and the key features. I should include the advanced noise cancellation technology, like adaptive or hybrid, since that's a big deal. Also, the battery life is important—maybe up to 30 hours? That's a common number, but I should check if that's realistic. \n\nNext, I need to break down each feature into bullet points. Let's see: \n\n- Noise cancellation: Explain how it works, maybe mention ambient sound control. \n- Sound quality: High-resolution audio, drivers size? Maybe 40mm drivers? \n- Comfort: Memory foam ear cushions, lightweight design. \n- Battery life: 30 hours with ANC on, quick charge. \n- Connectivity: Bluetooth 5.0 for stability, easy pairing. \n- Design: Foldable, durable materials, sleek look. \n- Additional features: Touch controls, voice assistant compatibility, microphone quality. \n\nWait, maybe also include a quick charge feature, like 10 minutes for 2 hours of playtime. That's a nice touch. \n\nUnder the product highlights section, I can elaborate on each point with a bit more detail. For example, the noise cancellation section can explain how it blocks external noise while still allowing ambient sound when needed. The sound quality can mention clarity in highs and mids, deep bass. \n\nComfort is important for long listening sessions, so memory foam and adjustable headband are good points. Battery life with and without ANC, maybe a case for portability. \n\nConnectivity features like hands-free calls and multipoint pairing could be useful. Design-wise, foldable and compact for travel. \n\nIn the usage scenarios, maybe list commuting, workouts, travel, office, etc. \n\nThe product specifications should list technical details like Bluetooth version, frequency response, impedance, driver size, battery specs, etc. \n\nI should also add a call to action at the end, encouraging the customer to buy. Maybe mention a satisfaction guarantee. \n\nWait, do I need to include any certifications or standards? Maybe IPX rating for sweat resistance if it's for workouts. That's a good point. \n\nAlso, make sure the language is engaging and persuasive, using active verbs and positive adjectives. Avoid jargon but still sound professional. \n\nLet me structure it step by step. Start with a product name, then a brief intro, followed by bullet points, then detailed sections, usage scenarios, specs, and a conclusion. \n\nHmm, maybe start with the product name and a tagline. Then the first paragraph summarizing the main features. Then bullet points for quick highlights. Then expand each feature in paragraphs. \n\nCheck for any missing features. Maybe talk about the microphone quality for calls, and touch controls. Also, maybe the case has a charging port? \n\nWait, the user didn't mention any specific brand or model, so I can use generic terms. \n\nI should also make sure to comply with Amazon's guidelines, so no markdown, just plain text with clear sections. \n\nLet me start drafting the description now, following these points.", "answer": "**Premium Wireless Noise-Canceling Headphones**  \n**Experience Unmatched Audio Clarity and Comfort**  \n\nDiscover the ultimate listening experience with our **Premium Wireless Noise-Cancelling Headphones**, designed to immerse you in crystal-clear sound while blocking out the world. Perfect for commutes, workouts, travel, or relaxation, these headphones combine advanced noise cancellation, premium sound quality, and all-day comfort for seamless connectivity on the go.  \n\n---\n\n**Key Features:**  \n? **Powerful Noise Cancellation**: Active Noise Cancellation (ANC) technology eliminates background noise, while the Ambient Sound Mode lets you stay aware of your surroundings with a touch.  \n? **Rich, High-Resolution Audio**: 40mm dynamic drivers deliver deep bass, clear mids, and vibrant highs, supporting aptX and AAC codecs for lossless streaming.  \n? **30-Hour Playtime**: Enjoy marathon listening with ANC on, or recharge quickly—just 10 minutes of charge provides 2 hours of playback.  \n? **Comfort Meets Style**: Ergonomic design with plush memory foam ear cushions and a lightweight, adjustable headband for all-day comfort.  \n? **Bluetooth 5.0 Connectivity**: Stable, long-range connections with effortless pairing and multipoint pairing for seamless switching between devices.  \n? **Durable & Portable**: Foldable design fits into the included premium carrying case, perfect for travel. Sweat-resistant build (IPX4 rating) withstands workouts.  \n? **Smart Controls**: Intuitive touch controls for playback, calls, and voice assistant access (Google Assistant/Siri). Crystal-clear calls with dual-mic noise suppression.  \n\n---\n\n**Why Choose These Headphones?**  \n🎧 **Advanced Noise Cancellation**: Our hybrid ANC system uses dual microphones to capture and cancel ambient noise, while the Ambient Sound Mode lets you toggle external awareness with a simple tap. Ideal for flights, busy offices, or crowded gyms.  \n🎧 **Studio-Quality Sound**: Engineered for audiophiles, these headphones deliver balanced, immersive audio whether you’re streaming music, watching movies, or gaming.  \n🎧 **All-Day Comfort**: The lightweight build (only 240g) and breathable memory foam earpads ensure comfort even during extended use. The adjustable headband fits all head sizes.  \n🎧 **Convenience at Your Fingertips**: Control music, answer calls, or activate your voice assistant without reaching for your phone. The built-in microphone ensures crystal-clear calls.  \n\n---\n\n**Perfect for:**  \n- Commuters seeking peace on trains/buses.  \n- Fitness enthusiasts needing sweat-resistant, secure headphones.  \n- Travelers wanting ANC and portability.  \n- Office workers needing focus in noisy environments.  \n- Music lovers craving rich, detailed sound.  \n\n---\n\n**Product Specifications:**  \n- **Driver Size**: 40mm dynamic drivers  \n- **Noise Cancellation**: Hybrid ANC & Ambient Sound Mode  \n- **Battery Life**: Up to 30 hours (ANC on) / 40 hours (ANC off)  \n- **Charging**: Fast charge (10 mins = 2 hrs), USB-C port  \n- **Connectivity**: Bluetooth 5.0, Multipoint Pairing  \n- **Frequency Response**: 20Hz–40kHz  \n- **Impedance**: 32Ω  \n- **Water Resistance**: IPX4 (sweat and splash-proof)  \n- **Weight**: 240g  \n- **Includes**: Premium carrying case, USB-C cable, 3.5mm audio adapter  \n\n---\n\n**Ready to Elevate Your Audio Experience?**  \nInvest in headphones that prioritize performance, comfort, and style. With our **30-Day Satisfaction Guarantee** and **12-Month Warranty**, you can listen worry-free.  \n\n**Click ‘Add to Cart’ and transform your listening journey today!**  \n\n---  \n*Note: Compatible with all Bluetooth-enabled devices. Batteries not included—uses rechargeable lithium-ion battery.*  \n\nLet the world fade away, and let the music speak. 🎧?", "search_results": []}

第二步：為eBay全球站生成商品描述

在eBay、Shopee階段，智能體也分別根據各自的平臺風格，靈活調整語氣、關鍵詞密度、文案布局，打造出極高的近似和細膩的執行力。

🎯 Tool 'QwQ-32B' completed its mission! Result: Observed output of cmd `QwQ-32B` executed:
{"reasoning": "Okay, the user wants me to generate a product description for Wireless Noise Cancelling Bluetooth Headphones for Shopee Malaysia. Let me start by understanding what they need. Shopee is a popular e-commerce platform in Malaysia, so the description should be engaging and tailored to their audience. \n\nFirst, I need to highlight the key features of the headphones. Wireless and noise cancellation are the main selling points. I should mention Bluetooth connectivity, probably the version like 5.0 or 5.2 since those are common and offer better range and stability. Noise cancelling is crucial, so explaining how it works and its benefits would be good.\n\nBattery life is another important factor. Users want to know how long they can use the headphones without charging. Maybe 30 hours with ANC on, and a quick charge feature would be a plus. Comfort is also key, so mentioning ergonomic design, lightweight materials, and maybe sweat resistance if it's suitable for workouts.\n\nAudio quality is a big deal. Highlighting high-fidelity sound, maybe the driver size like 40mm, and if there's a customizable equalizer via an app, that's a nice touch. Additional features like touch controls, voice assistant compatibility (Google Assistant/Siri), and a charging case for portability would add value.\n\nI should also consider the Malaysian market. Maybe mention that it's suitable for commuting in busy cities, which is common there. Including some local references could make it relatable. The tone should be enthusiastic and persuasive, using emojis to catch attention on Shopee. \n\nNeed to structure it with a catchy headline, bullet points for features, and a call to action. Also, include some persuasive phrases like \"Don’t miss out!\" and \"Limited-time discount\" to encourage quick purchases. Make sure to use keywords that Malaysians might search for, like \"noise cancelling headphones Malaysia\" or \"wireless headphones Shopee.\"\n\nCheck if there are any local promotions or common phrases used on Shopee. Maybe add something about free shipping or easy returns if applicable. Ensure the description is concise but covers all necessary points without being too technical. Use emojis to break up text and make it visually appealing on the platform.\n\nWait, the user didn't mention specific technical specs, so I'll have to keep them general but realistic. Maybe use \"up to 30 hours\" for battery life, which is a common claim. Also, include a note about compatibility with iOS and Android devices since that's important for buyers. \n\nIncluding the use cases like commuting, traveling, workouts, and studying can help different customer segments see the product's value. Maybe end with a sense of urgency to prompt action. Alright, putting it all together now.", "answer": "🎧 **Wireless Noise Cancelling Bluetooth Headphones** 🎧  \n**Ultimate Sound Experience | Perfect for Commuting, Travel, & Workouts!**  \n\n---\n\n**Why Choose Our Noise Cancelling Headphones?**  \n? **Powerful Noise Cancellation**: Advanced ANC technology blocks out background noise (traffic, crowds, office chatter) for immersive audio. Perfect for your daily commute or studying!  \n? **Crystal-Clear Sound**: 40mm high-quality drivers deliver rich bass, clear mids, and crisp highs. Enjoy your music, podcasts, or calls like never before!  \n? **Long-Lasting Battery**: Up to **30 hours playback** (with ANC on) and a quick **10-minute charge for 2 hours of music**! Ideal for all-day use or long flights.  \n\n---\n\n**Key Features**:  \n🔥 **Wireless Freedom**: Bluetooth 5.0 with stable, lag-free connectivity up to 10 meters. Pair effortlessly with smartphones, tablets, or laptops!  \n🔥 **Ergonomic Design**: Lightweight, sweat-resistant build with plush ear cushions – perfect for marathon listening sessions.  \n🔥 **Touch Controls**: Swipe, tap, or hold to play/pause, skip tracks, adjust volume, or activate **Google Assistant/Siri** hands-free!  \n🔥 **Compact & Portable**: Sleek charging case fits in your bag – ideal for gym sessions, road trips, or traveling.  \n\n---\n\n**Perfect for Malaysians!**  \n🎧 **Commuting in KL’s traffic?** Block out honking and engine noise.  \n🎧 **Working from home?** Drown out distractions and focus better.  \n🎧 **Weekend workouts?** Sweat-proof design and secure fit keep up with your routine.  \n\n---\n\n**What’s in the Box?**  \n? Wireless Headphones ×1  \n? Charging Case ×1  \n? 3 Sizes of Ear Tips ×3  \n? USB-C Charging Cable ×1  \n? User Manual ×1  \n\n---\n\n**Special Shopee Malaysia Offer!**  \n🛒 **Limited-Time Discount!** Save **20% OFF** with promo code **SHOPEEANC20** (T&C apply).  \n📦 **Free Standard Shipping** across Malaysia.  \n🌟 **Fast & Friendly Support** – 24/7 customer service!  \n\n---\n\n**Don’t miss out on premium sound quality at an unbeatable price!**  \n**Click “Add to Cart” Now & Enjoy Your Noise-Free World!**  \n\n---  \n#Headphones #NoiseCancelling #BluetoothHeadphones #WirelessAudio #ShopeeDeals #Malaysia  \n\n---  \n*Offer valid until [Date]. Limited stock available! Act fast!*  \n\n---\n\nThis description combines key features, local relevance, urgency, and Shopee-friendly keywords to attract Malaysian shoppers. Use emojis and bullet points for scannability, and highlight benefits that resonate with daily life in Malaysia!", "search_results": []}

🎯 Tool 'QwQ-32B' completed its mission! Result: Observed output of cmd `QwQ-32B` executed:
{"reasoning": "Okay, I need to create a product description for wireless noise-canceling Bluetooth headphones for the Amazon US site. Let me start by thinking about the key features that customers usually look for in such products. \n\nFirst, the main selling points are probably the noise cancellation, battery life, sound quality, comfort, and design. I should highlight each of these. Maybe start with a catchy product name. Something like \"Premium Wireless Noise-Canceling Headphones\" sounds good. \n\nThe first paragraph should grab attention. Maybe mention the immersive sound experience and the key features. I should include the advanced noise cancellation technology, like adaptive or hybrid, since that's a big deal. Also, the battery life is important—maybe up to 30 hours? That's a common number, but I should check if that's realistic. \n\nNext, I need to break down each feature into bullet points. Let's see: \n\n- Noise cancellation: Explain how it works, maybe mention ambient sound control. \n- Sound quality: High-resolution audio, drivers size? Maybe 40mm drivers? \n- Comfort: Memory foam ear cushions, lightweight design. \n- Battery life: 30 hours with ANC on, quick charge. \n- Connectivity: Bluetooth 5.0 for stability, easy pairing. \n- Design: Foldable, durable materials, sleek look. \n- Additional features: Touch controls, voice assistant compatibility, microphone quality. \n\nWait, maybe also include a quick charge feature, like 10 minutes for 2 hours of playtime. That's a nice touch. \n\nUnder the product highlights section, I can elaborate on each point with a bit more detail. For example, the noise cancellation section can explain how it blocks external noise while still allowing ambient sound when needed. The sound quality can mention clarity in highs and mids, deep bass. \n\nComfort is important for long listening sessions, so memory foam and adjustable headband are good points. Battery life with and without ANC, maybe a case for portability. \n\nConnectivity features like hands-free calls and multipoint pairing could be useful. Design-wise, foldable and compact for travel. \n\nIn the usage scenarios, maybe list commuting, workouts, travel, office, etc. \n\nThe product specifications should list technical details like Bluetooth version, frequency response, impedance, driver size, battery specs, etc. \n\nI should also add a call to action at the end, encouraging the customer to buy. Maybe mention a satisfaction guarantee. \n\nWait, do I need to include any certifications or standards? Maybe IPX rating for sweat resistance if it's for workouts. That's a good point. \n\nAlso, make sure the language is engaging and persuasive, using active verbs and positive adjectives. Avoid jargon but still sound professional. \n\nLet me structure it step by step. Start with a product name, then a brief intro, followed by bullet points, then detailed sections, usage scenarios, specs, and a conclusion. \n\nHmm, maybe start with the product name and a tagline. Then the first paragraph summarizing the main features. Then bullet points for quick highlights. Then expand each feature in paragraphs. \n\nCheck for any missing features. Maybe talk about the microphone quality for calls, and touch controls. Also, maybe the case has a charging port? \n\nWait, the user didn't mention any specific brand or model, so I can use generic terms. \n\nI should also make sure to comply with Amazon's guidelines, so no markdown, just plain text with clear sections. \n\nLet me start drafting the description now, following these points.", "answer": "**Premium Wireless Noise-Canceling Headphones**  \n**Experience Unmatched Audio Clarity and Comfort**  \n\nDiscover the ultimate listening experience with our **Premium Wireless Noise-Cancelling Headphones**, designed to immerse you in crystal-clear sound while blocking out the world. Perfect for commutes, workouts, travel, or relaxation, these headphones combine advanced noise cancellation, premium sound quality, and all-day comfort for seamless connectivity on the go.  \n\n---\n\n**Key Features:**  \n? **Powerful Noise Cancellation**: Active Noise Cancellation (ANC) technology eliminates background noise, while the Ambient Sound Mode lets you stay aware of your surroundings with a touch.  \n? **Rich, High-Resolution Audio**: 40mm dynamic drivers deliver deep bass, clear mids, and vibrant highs, supporting aptX and AAC codecs for lossless streaming.  \n? **30-Hour Playtime**: Enjoy marathon listening with ANC on, or recharge quickly—just 10 minutes of charge provides 2 hours of playback.  \n? **Comfort Meets Style**: Ergonomic design with plush memory foam ear cushions and a lightweight, adjustable headband for all-day comfort.  \n? **Bluetooth 5.0 Connectivity**: Stable, long-range connections with effortless pairing and multipoint pairing for seamless switching between devices.  \n? **Durable & Portable**: Foldable design fits into the included premium carrying case, perfect for travel. Sweat-resistant build (IPX4 rating) withstands workouts.  \n? **Smart Controls**: Intuitive touch controls for playback, calls, and voice assistant access (Google Assistant/Siri). Crystal-clear calls with dual-mic noise suppression.  \n\n---\n\n**Why Choose These Headphones?**  \n🎧 **Advanced Noise Cancellation**: Our hybrid ANC system uses dual microphones to capture and cancel ambient noise, while the Ambient Sound Mode lets you toggle external awareness with a simple tap. Ideal for flights, busy offices, or crowded gyms.  \n🎧 **Studio-Quality Sound**: Engineered for audiophiles, these headphones deliver balanced, immersive audio whether you’re streaming music, watching movies, or gaming.  \n🎧 **All-Day Comfort**: The lightweight build (only 240g) and breathable memory foam earpads ensure comfort even during extended use. The adjustable headband fits all head sizes.  \n🎧 **Convenience at Your Fingertips**: Control music, answer calls, or activate your voice assistant without reaching for your phone. The built-in microphone ensures crystal-clear calls.  \n\n---\n\n**Perfect for:**  \n- Commuters seeking peace on trains/buses.  \n- Fitness enthusiasts needing sweat-resistant, secure headphones.  \n- Travelers wanting ANC and portability.  \n- Office workers needing focus in noisy environments.  \n- Music lovers craving rich, detailed sound.  \n\n---\n\n**Product Specifications:**  \n- **Driver Size**: 40mm dynamic drivers  \n- **Noise Cancellation**: Hybrid ANC & Ambient Sound Mode  \n- **Battery Life**: Up to 30 hours (ANC on) / 40 hours (ANC off)  \n- **Charging**: Fast charge (10 mins = 2 hrs), USB-C port  \n- **Connectivity**: Bluetooth 5.0, Multipoint Pairing  \n- **Frequency Response**: 20Hz–40kHz  \n- **Impedance**: 32Ω  \n- **Water Resistance**: IPX4 (sweat and splash-proof)  \n- **Weight**: 240g  \n- **Includes**: Premium carrying case, USB-C cable, 3.5mm audio adapter  \n\n---\n\n**Ready to Elevate Your Audio Experience?**  \nInvest in headphones that prioritize performance, comfort, and style. With our **30-Day Satisfaction Guarantee** and **12-Month Warranty**, you can listen worry-free.  \n\n**Click ‘Add to Cart’ and transform your listening journey today!**  \n\n---  \n*Note: Compatible with all Bluetooth-enabled devices. Batteries not included—uses rechargeable lithium-ion battery.*  \n\nLet the world fade away, and let the music speak. 🎧?", "search_results": []}

Step 1: Observed output of cmd `QwQ-32B` executed:
{"reasoning": "Okay, I need to create a product description for wireless noise-canceling Bluetooth headphones for the Amazon US site. Let me start by thinking about the key features that customers usually look for in such products. \n\nFirst, the main selling points are probably the noise cancellation, battery life, sound quality, comfort, and design. I should highlight each of these. Maybe start with a catchy product name. Something like \"Premium Wireless Noise-Canceling Headphones\" sounds good. \n\nThe first paragraph should grab attention. Maybe mention the immersive sound experience and the key features. I should include the advanced noise cancellation technology, like adaptive or hybrid, since that's a big deal. Also, the battery life is important—maybe up to 30 hours? That's a common number, but I should check if that's realistic. \n\nNext, I need to break down each feature into bullet points. Let's see: \n\n- Noise cancellation: Explain how it works, maybe mention ambient sound control. \n- Sound quality: High-resolution audio, drivers size? Maybe 40mm drivers? \n- Comfort: Memory foam ear cushions, lightweight design. \n- Battery life: 30 hours with ANC on, quick charge. \n- Connectivity: Bluetooth 5.0 for stability, easy pairing. \n- Design: Foldable, durable materials, sleek look. \n- Additional features: Touch controls, voice assistant compatibility, microphone quality. \n\nWait, maybe also include a quick charge feature, like 10 minutes for 2 hours of playtime. That's a nice touch. \n\nUnder the product highlights section, I can elaborate on each point with a bit more detail. For example, the noise cancellation section can explain how it blocks external noise while still allowing ambient sound when needed. The sound quality can mention clarity in highs and mids, deep bass. \n\nComfort is important for long listening sessions, so memory foam and adjustable headband are good points. Battery life with and without ANC, maybe a case for portability. \n\nConnectivity features like hands-free calls and multipoint pairing could be useful. Design-wise, foldable and compact for travel. \n\nIn the usage scenarios, maybe list commuting, workouts, travel, office, etc. \n\nThe product specifications should list technical details like Bluetooth version, frequency response, impedance, driver size, battery specs, etc. \n\nI should also add a call to action at the end, encouraging the customer to buy. Maybe mention a satisfaction guarantee. \n\nWait, do I need to include any certifications or standards? Maybe IPX rating for sweat resistance if it's for workouts. That's a good point. \n\nAlso, make sure the language is engaging and persuasive, using active verbs and positive adjectives. Avoid jargon but still sound professional. \n\nLet me structure it step by step. Start with a product name, then a brief intro, followed by bullet points, then detailed sections, usage scenarios, specs, and a conclusion. \n\nHmm, maybe start with the product name and a tagline. Then the first paragraph summarizing the main features. Then bullet points for quick highlights. Then expand each feature in paragraphs. \n\nCheck for any missing features. Maybe talk about the microphone quality for calls, and touch controls. Also, maybe the case has a charging port? \n\nWait, the user didn't mention any specific brand or model, so I can use generic terms. \n\nI should also make sure to comply with Amazon's guidelines, so no markdown, just plain text with clear sections. \n\nLet me start drafting the description now, following these points.", "answer": "**Premium Wireless Noise-Canceling Headphones**  \n**Experience Unmatched Audio Clarity and Comfort**  \n\nDiscover the ultimate listening experience with our **Premium Wireless Noise-Cancelling Headphones**, designed to immerse you in crystal-clear sound while blocking out the world. Perfect for commutes, workouts, travel, or relaxation, these headphones combine advanced noise cancellation, premium sound quality, and all-day comfort for seamless connectivity on the go.  \n\n---\n\n**Key Features:**  \n? **Powerful Noise Cancellation**: Active Noise Cancellation (ANC) technology eliminates background noise, while the Ambient Sound Mode lets you stay aware of your surroundings with a touch.  \n? **Rich, High-Resolution Audio**: 40mm dynamic drivers deliver deep bass, clear mids, and vibrant highs, supporting aptX and AAC codecs for lossless streaming.  \n? **30-Hour Playtime**: Enjoy marathon listening with ANC on, or recharge quickly—just 10 minutes of charge provides 2 hours of playback.  \n? **Comfort Meets Style**: Ergonomic design with plush memory foam ear cushions and a lightweight, adjustable headband for all-day comfort.  \n? **Bluetooth 5.0 Connectivity**: Stable, long-range connections with effortless pairing and multipoint pairing for seamless switching between devices.  \n? **Durable & Portable**: Foldable design fits into the included premium carrying case, perfect for travel. Sweat-resistant build (IPX4 rating) withstands workouts.  \n? **Smart Controls**: Intuitive touch controls for playback, calls, and voice assistant access (Google Assistant/Siri). Crystal-clear calls with dual-mic noise suppression.  \n\n---\n\n**Why Choose These Headphones?**  \n🎧 **Advanced Noise Cancellation**: Our hybrid ANC system uses dual microphones to capture and cancel ambient noise, while the Ambient Sound Mode lets you toggle external awareness with a simple tap. Ideal for flights, busy offices, or crowded gyms.  \n🎧 **Studio-Quality Sound**: Engineered for audiophiles, these headphones deliver balanced, immersive audio whether you’re streaming music, watching movies, or gaming.  \n🎧 **All-Day Comfort**: The lightweight build (only 240g) and breathable memory foam earpads ensure comfort even during extended use. The adjustable headband fits all head sizes.  \n🎧 **Convenience at Your Fingertips**: Control music, answer calls, or activate your voice assistant without reaching for your phone. The built-in microphone ensures crystal-clear calls.  \n\n---\n\n**Perfect for:**  \n- Commuters seeking peace on trains/buses.  \n- Fitness enthusiasts needing sweat-resistant, secure headphones.  \n- Travelers wanting ANC and portability.  \n- Office workers needing focus in noisy environments.  \n- Music lovers craving rich, detailed sound.  \n\n---\n\n**Product Specifications:**  \n- **Driver Size**: 40mm dynamic drivers  \n- **Noise Cancellation**: Hybrid ANC & Ambient Sound Mode  \n- **Battery Life**: Up to 30 hours (ANC on) / 40 hours (ANC off)  \n- **Charging**: Fast charge (10 mins = 2 hrs), USB-C port  \n- **Connectivity**: Bluetooth 5.0, Multipoint Pairing  \n- **Frequency Response**: 20Hz–40kHz  \n- **Impedance**: 32Ω  \n- **Water Resistance**: IPX4 (sweat and splash-proof)  \n- **Weight**: 240g  \n- **Includes**: Premium carrying case, USB-C cable, 3.5mm audio adapter  \n\n---\n\n**Ready to Elevate Your Audio Experience?**  \nInvest in headphones that prioritize performance, comfort, and style. With our **30-Day Satisfaction Guarantee** and **12-Month Warranty**, you can listen worry-free.  \n\n**Click ‘Add to Cart’ and transform your listening journey today!**  \n\n---  \n*Note: Compatible with all Bluetooth-enabled devices. Batteries not included—uses rechargeable lithium-ion battery.*  \n\nLet the world fade away, and let the music speak. 🎧?", "search_results": []}
Step 2: Observed output of cmd `QwQ-32B` executed:
{"reasoning": "Okay, I need to create a product description for Wireless Noise Cancelling Bluetooth Headphones for eBay's global site. Let me start by thinking about what customers look for in such products. They probably want to know the key features, benefits, and why this product is better than others. \n\nFirst, the title should be catchy and include important keywords like \"Wireless,\" \"Noise Cancelling,\" \"Bluetooth,\" maybe \"High-Resolution\" or \"Long Battery Life.\" Maybe something like \"Premium Wireless Noise Cancelling Headphones with Bluetooth 5.0 and 30-hour Playtime.\"\n\nThen the description should start with an engaging opening line. Something like \"Experience immersive sound and effortless connectivity with our Premium Wireless Noise Cancelling Headphones...\" That sets the tone.\n\nNext, list the key features. Active noise cancellation is a big one. I should explain how it works, maybe mention adaptive technology. Then talk about the audio quality, maybe mention drivers size (like 40mm) and high-resolution audio. Battery life is crucial, so 30 hours with ANC on, quick charging. Bluetooth version, maybe 5.0 for better range and stability. Comfort features like memory foam ear cushions and adjustable headband. Portability, foldable design. Touch controls, maybe voice assistant compatibility. \n\nI should also mention the included accessories: case, different ear tips, USB-C charger. Compatibility with devices, iOS and Android. \n\nBenefits section: Focus on use cases like commuting, workouts, traveling. Highlight the comfort for long hours, the sound quality, and the convenience of wireless. \n\nWarranty and customer support are important for trust. Maybe a 12-month warranty and responsive support team.\n\nEnd with a call to action, encouraging them to add to cart. Maybe mention free shipping or return policies if applicable.\n\nWait, should I structure it with bullet points? eBay descriptions often use bold headings and bullet points for readability. Also, need to make sure it's optimized for search, so keywords are included naturally. Maybe include some phrases like \"best wireless headphones,\" \"noise cancellation technology,\" etc.\n\nCheck if there are any technical specs I might have missed. Maybe frequency response range, impedance, connectivity options (like NFC pairing?), but not sure. If the product has an app for customization, that's a plus. But maybe keep it simple unless specified.\n\nAlso, think about the target audience. Travelers, commuters, gym-goers, music enthusiasts. Tailor the benefits to those groups. \n\nNeed to avoid any false claims. Ensure all features are accurate. Maybe mention if it's sweat-resistant or water-resistant for workouts. \n\nAlright, putting it all together in a structured way with clear sections. Start with a catchy title, then an introduction, followed by bullet points for features and benefits, then warranty, and a closing call to action. Keep the tone enthusiastic and persuasive. Make sure it's concise but covers all important aspects.", "answer": "**Premium Wireless Noise Cancelling Headphones with Bluetooth 5.0 & 30-Hour Playtime**  \n\n**Experience Immersive Sound & Effortless Connectivity**  \nSay goodbye to background noise and hello to crystal-clear audio with our **Premium Wireless Noise Cancelling Headphones**. Designed for music lovers, travelers, and professionals, these headphones deliver unparalleled sound quality, advanced noise cancellation, and all-day comfort. Perfect for commutes, workouts, or relaxing at home, they’re your ultimate companion for any occasion.  \n\n---\n\n### **Key Features:**  \n? **Active Noise Cancellation (ANC):**  \nEffortlessly block out ambient noise with our **dual-microphone adaptive noise cancellation**. Switch between *Active Noise Cancellation*, *Ambient Aware*, or *Transparency Mode* to stay connected to your surroundings. Ideal for flights, busy offices, or noisy environments.  \n\n? **Rich, High-Resolution Audio:**  \nEquipped with **40mm dynamic drivers** and aptX AAC support, these headphones deliver deep bass, crisp highs, and stunning clarity. Whether you’re listening to podcasts, binging shows, or enjoying your favorite tracks, every note comes to life.  \n\n? **Up to 30 Hours Battery Life:**  \nWith **30 hours of playtime** on a single charge (ANC on) and fast USB-C charging (2 hours for full power), you’ll never miss a beat. A 10-minute quick charge gives 2 hours of music.  \n\n? **Bluetooth 5.0 Technology:**  \nEnjoy **superior connectivity** with a stable, interference-free connection up to 33ft (10m). Pair effortlessly with smartphones, tablets, laptops, and more.  \n\n? **Ergonomic & Lightweight Design:**  \nWeighing just **220g**, these headphones feature **memory foam ear cushions** and a flexible, adjustable headband for all-day comfort. Perfect for long flights or marathon study sessions.  \n\n? **Portable & Stylish:**  \nFold-flat design with a **luxurious carrying case** keeps them safe and ready to go anywhere. Available in sleek **Black** or **Silver**.  \n\n? **Smart Controls & Voice Assistant:**  \nTouch controls let you play/pause, skip tracks, adjust volume, and activate your **Google Assistant/Siri** with ease.  \n\n---\n\n### **Included Accessories:**  \n?? Soft carrying case  \n?? 3 sizes of silicone ear tips  \n?? USB-C charging cable  \n?? Instruction manual  \n\n---\n\n### **Why Choose Us?**  \n? **12-Month Warranty** & 24/7 customer support for peace of mind.  \n? **Water & Sweat Resistant** (IPX4 rating)—perfect for workouts.  \n? **Automatic Pausing/Resuming:** Music pauses when you remove the headphones and resumes when you put them back.  \n\n---\n\n### **Perfect For:**  \n🎧 Commuters seeking a quiet ride  \n🎧 Fitness enthusiasts needing sweat-resistant gear  \n🎧 Music fans craving studio-quality sound  \n🎧 Travelers on long flights or road trips  \n\n---\n\n**Don’t Miss Out!**  \nUpgrade your audio experience today. With **FREE shipping worldwide** and a **30-day risk-free trial**, you’ve got nothing to lose. Click **“Add to Cart”** now and embrace the future of wireless listening!  \n\n**#WirelessHeadphones #NoiseCancelling #BluetoothHeadphones #AudioGadgets #TechAccessories**  \n\n---  \n*Sold by [Your Store Name] – Trusted since 20XX. 5-Star Rated!*  \n\n---  \n**Note:** Specifications are subject to change. Check compatibility with your device.  \n\n---  \n**Act Fast—Limited Stock Available!** 🔥  \n\n---  \nThis structured, keyword-rich description highlights key features, benefits, and urgency while appealing to a global audience. Adjust placeholders like [Your Store Name] and warranty details as needed.", "search_results": []}
Step 3: Observed output of cmd `QwQ-32B` executed:
{"reasoning": "Okay, the user wants me to generate a product description for Wireless Noise Cancelling Bluetooth Headphones for Shopee Malaysia. Let me start by understanding what they need. Shopee is a popular e-commerce platform in Malaysia, so the description should be engaging and tailored to their audience. \n\nFirst, I need to highlight the key features of the headphones. Wireless and noise cancellation are the main selling points. I should mention Bluetooth connectivity, probably the version like 5.0 or 5.2 since those are common and offer better range and stability. Noise cancelling is crucial, so explaining how it works and its benefits would be good.\n\nBattery life is another important factor. Users want to know how long they can use the headphones without charging. Maybe 30 hours with ANC on, and a quick charge feature would be a plus. Comfort is also key, so mentioning ergonomic design, lightweight materials, and maybe sweat resistance if it's suitable for workouts.\n\nAudio quality is a big deal. Highlighting high-fidelity sound, maybe the driver size like 40mm, and if there's a customizable equalizer via an app, that's a nice touch. Additional features like touch controls, voice assistant compatibility (Google Assistant/Siri), and a charging case for portability would add value.\n\nI should also consider the Malaysian market. Maybe mention that it's suitable for commuting in busy cities, which is common there. Including some local references could make it relatable. The tone should be enthusiastic and persuasive, using emojis to catch attention on Shopee. \n\nNeed to structure it with a catchy headline, bullet points for features, and a call to action. Also, include some persuasive phrases like \"Don’t miss out!\" and \"Limited-time discount\" to encourage quick purchases. Make sure to use keywords that Malaysians might search for, like \"noise cancelling headphones Malaysia\" or \"wireless headphones Shopee.\"\n\nCheck if there are any local promotions or common phrases used on Shopee. Maybe add something about free shipping or easy returns if applicable. Ensure the description is concise but covers all necessary points without being too technical. Use emojis to break up text and make it visually appealing on the platform.\n\nWait, the user didn't mention specific technical specs, so I'll have to keep them general but realistic. Maybe use \"up to 30 hours\" for battery life, which is a common claim. Also, include a note about compatibility with iOS and Android devices since that's important for buyers. \n\nIncluding the use cases like commuting, traveling, workouts, and studying can help different customer segments see the product's value. Maybe end with a sense of urgency to prompt action. Alright, putting it all together now.", "answer": "🎧 **Wireless Noise Cancelling Bluetooth Headphones** 🎧  \n**Ultimate Sound Experience | Perfect for Commuting, Travel, & Workouts!**  \n\n---\n\n**Why Choose Our Noise Cancelling Headphones?**  \n? **Powerful Noise Cancellation**: Advanced ANC technology blocks out background noise (traffic, crowds, office chatter) for immersive audio. Perfect for your daily commute or studying!  \n? **Crystal-Clear Sound**: 40mm high-quality drivers deliver rich bass, clear mids, and crisp highs. Enjoy your music, podcasts, or calls like never before!  \n? **Long-Lasting Battery**: Up to **30 hours playback** (with ANC on) and a quick **10-minute charge for 2 hours of music**! Ideal for all-day use or long flights.  \n\n---\n\n**Key Features**:  \n🔥 **Wireless Freedom**: Bluetooth 5.0 with stable, lag-free connectivity up to 10 meters. Pair effortlessly with smartphones, tablets, or laptops!  \n🔥 **Ergonomic Design**: Lightweight, sweat-resistant build with plush ear cushions – perfect for marathon listening sessions.  \n🔥 **Touch Controls**: Swipe, tap, or hold to play/pause, skip tracks, adjust volume, or activate **Google Assistant/Siri** hands-free!  \n🔥 **Compact & Portable**: Sleek charging case fits in your bag – ideal for gym sessions, road trips, or traveling.  \n\n---\n\n**Perfect for Malaysians!**  \n🎧 **Commuting in KL’s traffic?** Block out honking and engine noise.  \n🎧 **Working from home?** Drown out distractions and focus better.  \n🎧 **Weekend workouts?** Sweat-proof design and secure fit keep up with your routine.  \n\n---\n\n**What’s in the Box?**  \n? Wireless Headphones ×1  \n? Charging Case ×1  \n? 3 Sizes of Ear Tips ×3  \n? USB-C Charging Cable ×1  \n? User Manual ×1  \n\n---\n\n**Special Shopee Malaysia Offer!**  \n🛒 **Limited-Time Discount!** Save **20% OFF** with promo code **SHOPEEANC20** (T&C apply).  \n📦 **Free Standard Shipping** across Malaysia.  \n🌟 **Fast & Friendly Support** – 24/7 customer service!  \n\n---\n\n**Don’t miss out on premium sound quality at an unbeatable price!**  \n**Click “Add to Cart” Now & Enjoy Your Noise-Free World!**  \n\n---  \n#Headphones #NoiseCancelling #BluetoothHeadphones #WirelessAudio #ShopeeDeals #Malaysia  \n\n---  \n*Offer valid until [Date]. Limited stock available! Act fast!*  \n\n---\n\nThis description combines key features, local relevance, urgency, and Shopee-friendly keywords to attract Malaysian shoppers. Use emojis and bullet points for scannability, and highlight benefits that resonate with daily life in Malaysia!", "search_results": []}
Step 4: Observed output of cmd `terminate` executed:
The interaction has been completed with status: success

結果分析

最后他總結了，有哪些需要注意的點，他分別是怎么設計的。這里讓我感覺他非常聰明：因為他模擬了一個完全無知的人的視角，去為你著想。像一個高級同事，去考慮節省你的時間。

圖：輸出了清晰的總結，包括各個平臺的重點、注意事項，甚至主動提出優化建議。

? Manus's thoughts: 我們已經為Shopee馬來西亞站生成了藍牙降噪耳機的商品描述。現在我們已經完成了所有三個平臺的商品描述撰寫任務。### 總結
- 為Amazon美國站生成的商品描述：強調了高級降噪技術、音質、舒適度和設計等特點。
- 為eBay全球站生成的商品描述：突出了主動降噪、高分辨率音頻、長達30小時的電池續航時間等功能。
- 為Shopee馬來西亞站生成的商品描述：結合了馬來西亞市場的特點，強調了無線自由、舒適的佩戴體驗和觸控操作等特性，并提供限時折扣和免費標準配送。至此，我們已經完成了針對不同平臺自動撰寫符合要求的商品描述文案的任務。如果您有其他需求或需要進一步調整，請隨時告知。

檢查

風格檢查

● 亞馬遜：功能導向，簡潔專業，突出技術參數與用戶收益，禁止絕對化宣傳（如“最好”、“保證”）
● eBay：關鍵詞豐富，細節描述，強調賣點和應用場景
● Shopee：感性化、輕松，適當使用表情符號，打動普通消費者

細節檢查

都很好的完成了！！！！

細節檢查	標簽與要求
語法	無明顯拼寫、語法錯誤
禁止詞檢測	亞馬遜文案不能出現“最好”、“保證”、“第一”等
關鍵詞密度	亞馬遜關鍵詞適中（不超過5%），Shopee文案可適當增加關鍵詞吸引搜索流量
風格一致性	Amazon正式專業，eBay詳細具體，Shopee親切輕松
圖片配合（可選）	主圖高清，符合各平臺圖片規范

好在哪

在實際使用過程中，我普及了OpenManus在以下幾個方面的獨特優勢：

1.總體流程設計：自動識別任務、拆解子任務

● 理解主動需求，規劃完整任務鏈，避免了一步試錯，體現了強大的全局推理與自我組織能力。

2. Amazon文案生成：精心推理、綜合規范

● 兼顧平臺規則與消費需求，既突出產品亮點又保證文案合規，真正實現“懂業務”的智能生成。

3. eBay文案生成：關鍵詞豐富，兼顧SEO與使用場景

● 充分利用SEO策略優化曝光，同時又結合具體場景應用分區描述，兼顧了搜索引擎和用戶體驗。

4. Shopee文案生成：本土化思維+情緒營銷

● 精準掌握本地用戶文化與語言風格，通過輕松口語、表情符號等方式自然拉近與消費者的距離，文案更加親民可感。

5. 復盤總結能力：激發提升系統透明性

● 在完成所有任務后，主動總結每個平臺的特點與處理邏輯，體現了極高的可解釋性和自優化潛力。

? 每個階段都不是簡單的執行，而是帶著理解和推理去完成，真正練習了 OpenManus 作為多智能體系統的強大智能與實用價值。

OpenManus的亮點與優勢

云端響應極快、調度邏輯絲滑

在實際體驗中，OpenManus給我最直觀的感受就是云端響應極快、調度邏輯絲滑。

尤其是多智能體并發協作時，能夠出現明顯的多邊任務切換、資源調度都非常流暢，幾乎沒有“卡住”等待的情況。這種體驗，對于復雜任務拆分和跨步驟流轉關鍵來說。

而且借助阿里云自身強大的彈性伸縮能力，智能體運行過程中即使臨時負載增加，平臺流程也能自動擴容資源，整個不中斷。這種穩定性與彈性，在同類平臺中可以說是體驗極佳的。

懂你的超級助手

在本次體驗中，OpenManus給我的整體感覺是，它不僅是一個工具，更是一個懂你的超級助手。

它能像高級助理一樣，主動考慮細節需求、自動調整資源、自動補充漏項，甚至在生成內容時主動提醒可能存在的風險點。

這種體驗，是簡單的“模型調用工具”無法比擬的。
無論是中小型企業想要快速搭建智能應用，還是大型企業想要靈活搭建復雜的多智能體應用場景，OpenManus都能以非常低的成本，提供一個可靠、易用、智能且可擴展的平臺。

哪些功能支持這樣好的體驗

多智能體玩具，協作高效處理復雜任務

智能體獨立運行，通過中心調度模塊良好，實現了任務級任務，提升了復雜任務執行效率。

云架構架構靈活擴展與彈性調度

自動擴容和動態資源調度，保障了大規模任務下的穩定性，降低了使用和維護資源。

選擇性設計，易集成、可擴展

靈活添加或修改智能體，自由擴展業務場景，搭建專屬自己的AI系統簡單快捷。

審計的完善與機制審計，透明與合規

智能體行為記錄完整，方便回顧與審計，符合企業合規和優化管理需求。

使用技巧分享：讓效率翻倍的小技巧門

● 智能角色精細化：將任務進一步拆分成細顆粒度的智能體（比如撰寫Agent、SEO優化Agent、審核Agent），可以讓任務度更高，整體效率更優。
● 合理設置資源損耗：在智能體數量增加時，建議配置輕量化模型并調整資源容值，結合阿里云的自動擴散，實現既快又省。
● 充分利用任務日志與快速審計功能：通過審計日志，可以排查智能體運行異常或優化點，讓系統不斷自我完善。

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總結

應用場景體驗：一次構建，多平臺覆蓋

這次實際應用到跨境電商商品描述生成的案例，讓我真切感受到了OpenManus在多平臺、多規范、多需求產品處理中的巨大優勢。

從需求分析，到模型調用，到文案生成，再到不同平臺的風格潤色與審核，每一步智能體之間的契合都非常、自然專業，真正體現了系統性的工程思維。

特別是，OpenManus內置了介入微的推理模塊，比如在生成Amazon文案時，會主動校驗是否有違禁詞（如“最好”、“保證”），在生成Shopee文案時又能夠恰到好處地增加表情符號，調動用戶購買愿望。

這種場景能力，不僅體現了平臺底層邏輯的完善，也大大節省了人工調整和審核的時間。

可以說，OpenManus不僅能做“生成”，還能做“懂業務的生成”，這在目前AI平臺中非常少見。

體驗一次，就點擊AI多智能體協作平臺

總體來看，阿里云OpenManus憑借開源、靈活、強大、易用等按鈕優勢，極大地降低了復雜任務自動化的基礎。無論是開發者實驗創新，還是企業級業務落地，OpenManus都能提供可靠、可擴展的支撐。

尤其是在人工智能應用不斷深化、自動化需求不斷增長的背景下，OpenManus無疑是值得珍視體驗和深入探索的產品。

它不僅兼顧了易用性和專業性，還通過云架構架構實現了無限擴展的可能，讓復雜業務的自動化落地變得變得輕松、不止、可信賴。

👉 如果你也希望搭建自己的多智能體AI系統，感知到一次OpenManus阿里云體驗，相信你會發現它的潛力遠超想象。

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