Amazon reviews api skill

--- name: amazon-reviews-api-skill description: "Thisskill helps users automatically extract Amazon product reviews via the Amazon ReviewsAPI . The agent should proactively apply thisskill when users express needs such as obtaining reviews for an Amazon product with ASIN B07TS6R1SF, analyzing customer feedback for a specific Amazon item, obtaining ratings and comments for a competitor’s product, tracking sentiment in recent Amazon reviews, extracting verified purchase reviews for quality assessment, summarizing user experiences from Amazon product pages, monitoring product performance through customer reviews, collecting reviewer profiles and links for market research, gathering review titles and descriptions for content analysis, or scraping Amazon reviews without requiring a login." metadata: {"openclaw":{"emoji":"🌐","requires":{"bins":["python"],"env":["BROWSERACTAPIKEY "]}}} --- # Amazon Reviews Automation Extraction Skill ## 📖 Introduction Thisskill provides a one-stop Amazon review collection service through BrowserAct’s Amazon ReviewsAPI template. It can directly extract structured review results from Amazon product pages. By simply providing an ASIN, you can get clean, usable review data without building crawler scripts or requiring an Amazon account login. ## ✨ Features 1. No Hallucinations: Pre-workflows s prevent AI-generated hallucinations, ensuring stable and precise data extraction. 2. No Captcha Issues: No need to deal withreCAPTCHA or other verification challenges. 3. No IP Restrictions: No need to deal with regional IP restrictions or geofencing. 4. Faster Execution: Tasks execute faster compared to purely AI-driven browser automation solutions. 5. Cost-Effective: Significantly lowers data acquisition costs compared to AI solutions that consume large amounts of tokens. ## 🔑 Setting Up the “API ” Key Before running, check the `BROWSERACT_API_KEY environment variable. If it is not set, do not take any further action; ask the user to provide it and wait for their response. **The Agent must inform the user**: > "Since you haven't configured the BrowserActAPI Key, please visit the [BrowserAct Console](https://www.browseract.com/reception/integrations ) to get your Key." ## 🛠️ Input Parameters When calling the script, the Agent should flexibly configure parameters based on user needs: 1. **ASIN (Amazon Standard Identification Number)** - **Type**:string - **Description**: The unique identifier for the product on Amazon. - **Example**:B07TS6R1SF ,B08N5WRWJ6 ## 🚀 Usage The Agent should execute the following standalone script to achieve a "one-line command result": `bash # Example call python -u ./scripts/amazon_reviews_api.py "ASIN_HERE" ### ⏳ Execution Monitoring Since this task involves automated browser operations, it may take some time (several minutes). The script will **continuously output status logs with timestamps** (e.g., [14:30:05] Task Status: running). **Agent Instructions**: - While waiting for the script result, keep monitoring the terminal output. - As long as the terminal is outputting new status logs, the task is running normally; do not mistake it for a deadlock or unresponsiveness. - Only if the status remains unchanged for a long time or the script stops outputting without returning a result should you consider triggering the retry mechanism. ## 📊 Data Output After successful execution, the script will parse and print results directly from the API response. Each review item includes: - Commentator: Reviewer's name - Commenter profile link: Link to the reviewer's profile - Rating: Star rating - reviewTitle: Headline of the review - review Description: Full text of the review - Published at: Date the review was published - Country: Reviewer's country - Variant: Product variant info (if available) - Is Verified: Whether it's a verified purchase ## ⚠️ Error Handling & Retry If an error occurs during script execution (e.g., network fluctuations or task failure), the Agent should follow this logic: 1. **Check Output Content**: - If the output **contains** "Invalid authorization"`, it means theAPI Key is invalid or expired. Do not retry; guide the user to re-check and provide the correct