{
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  "item": {
    "slug": "product-description-generator",
    "name": "Product Description Generator",
    "source": "tencent",
    "type": "skill",
    "category": "内容创作",
    "sourceUrl": "https://clawhub.ai/Michael-laffin/product-description-generator",
    "canonicalUrl": "https://clawhub.ai/Michael-laffin/product-description-generator",
    "targetPlatform": "OpenClaw"
  },
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    "downloadUrl": "/downloads/product-description-generator",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=product-description-generator",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "scripts/__init__.py",
      "scripts/bulk_generate.py",
      "scripts/generate_description.py",
      "scripts/optimize_description.py"
    ],
    "primaryDoc": "SKILL.md",
    "quickSetup": [
      "Download the package from Yavira.",
      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
    ],
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      "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
      "steps": [
        "Download the package from Yavira.",
        "Extract it into a folder your agent can access.",
        "Paste one of the prompts below and point your agent at the extracted folder."
      ],
      "prompts": [
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          "label": "New install",
          "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
        },
        {
          "label": "Upgrade existing",
          "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
        }
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      "checkedAt": "2026-04-23T16:43:11.935Z",
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      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
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        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
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        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/product-description-generator"
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    "validation": {
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        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
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    "downloadPageUrl": "https://openagent3.xyz/downloads/product-description-generator",
    "agentPageUrl": "https://openagent3.xyz/skills/product-description-generator/agent",
    "manifestUrl": "https://openagent3.xyz/skills/product-description-generator/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/product-description-generator/agent.md"
  },
  "agentAssist": {
    "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
    "steps": [
      "Download the package from Yavira.",
      "Extract it into a folder your agent can access.",
      "Paste one of the prompts below and point your agent at the extracted folder."
    ],
    "prompts": [
      {
        "label": "New install",
        "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
        "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "Overview",
        "body": "Generate high-converting, SEO-optimized product descriptions for any e-commerce platform. Create compelling copy that drives sales while improving search visibility across multiple marketplaces."
      },
      {
        "title": "1. Platform-Specific Optimization",
        "body": "Supported Platforms:\n\nAmazon - Title, bullet points, description, search terms, backend keywords\nShopify - Product title, description, SEO meta data\neBay - Item title, description, item specifics, condition description\nEtsy - Listing title, description, tags, materials, attributes\nShopify/WooCommerce - Product name, description, SEO elements\nCustom - Flexible format for any platform"
      },
      {
        "title": "2. SEO Optimization",
        "body": "Automatically includes:\n\nPrimary keyword placement (title, first paragraph)\nSecondary keywords throughout content\nLong-tail keyword variations\nSemantic keywords and related terms\nOptimized character counts for each platform\nMeta descriptions and titles for SEO"
      },
      {
        "title": "3. Conversion-Focused Copy",
        "body": "Elements that drive sales:\n\nBenefit-oriented features (not just specs)\nEmotional triggers and storytelling\nSocial proof integration\nUrgency and scarcity elements\nClear value propositions\nStrong calls-to-action\nObjection handling"
      },
      {
        "title": "4. Structure Templates",
        "body": "Product description structure:\n\nHook - Attention-grabbing opening\nProblem/Agitation - Address pain points\nSolution - How your product helps\nFeatures → Benefits - What it does and why it matters\nSocial Proof - Reviews, testimonials, stats\nUse Cases - When/how to use the product\nSpecifications - Technical details\nFAQ - Common questions answered\nCTA - Clear action to take"
      },
      {
        "title": "5. Bulk Generation",
        "body": "Generate descriptions for:\n\nMultiple products from CSV\nProduct variations (colors, sizes, models)\nA/B testing variations\nMultiple platforms simultaneously\nInternational markets (localization)"
      },
      {
        "title": "Generate Amazon Listing",
        "body": "# Use scripts/generate_description.py\npython3 scripts/generate_description.py \\\n  --product \"Wireless Bluetooth Headphones\" \\\n  --platform amazon \\\n  --features \"40hr battery,noise cancelling,Bluetooth 5.3\" \\\n  --benefits \"crystal clear audio,comfortable fit,fast charging\" \\\n  --tone professional \\\n  --output amazon_listing.md"
      },
      {
        "title": "Generate Shopify Product Description",
        "body": "python3 scripts/generate_description.py \\\n  --product \"Ergonomic Office Chair\" \\\n  --platform shopify \\\n  --features \"adjustable lumbar support,360° swivel,breathable mesh\" \\\n  --tone conversational \\\n  --include-faq \\\n  --output shopify_description.md"
      },
      {
        "title": "Bulk Generate from CSV",
        "body": "# Use scripts/bulk_generate.py\npython3 scripts/bulk_generate.py \\\n  --csv products.csv \\\n  --platform amazon \\\n  --output-dir ./descriptions"
      },
      {
        "title": "Optimize Existing Description",
        "body": "# Use scripts/optimize_description.py\npython3 scripts/optimize_description.py \\\n  --input existing_description.md \\\n  --target-keyword \"wireless headphones\" \\\n  --platform amazon \\\n  --output optimized.md"
      },
      {
        "title": "generate_description.py",
        "body": "Generate product description for a single product.\n\nParameters:\n\n--product (required): Product name/title\n--platform (required): Target platform\n--features: Product features (comma-separated)\n--benefits: Benefits/value proposition (comma-separated)\n--tone: Tone preference (professional, conversational, playful, luxury)\n--target-audience: Who is this for?\n--keywords: SEO keywords (comma-separated)\n--include-faq: Include FAQ section\n--include-specs: Include specifications section\n--output: Output file\n\nExample:\n\npython3 scripts/generate_description.py \\\n  --product \"Smart WiFi Thermostat\" \\\n  --platform amazon \\\n  --features \"energy saving,app control,7-day programming\" \\\n  --benefits \"lower energy bills,remote access,comfort\" \\\n  --target-audience \"homeowners,smart home enthusiasts\" \\\n  --keywords \"smart thermostat,programmable thermostat,WiFi thermostat\" \\\n  --include-faq \\\n  --include-specs \\\n  --output thermostat_description.md"
      },
      {
        "title": "bulk_generate.py",
        "body": "Generate descriptions for multiple products from CSV.\n\nCSV Format:\n\nproduct,features,benefits,tone,target_audience,keywords\n\"Wireless Headphones\",\"40hr battery,noise cancelling\",\"clear audio,comfort\",\"professional\",\"audiophiles\",\"headphones,bluetooth\"\n\"Ergonomic Chair\",\"lumbar support,mesh back\",\"back pain relief,comfort\",\"conversational\",\"office workers\",\"office chair,ergonomic\"\n\"Smart Thermostat\",\"energy saving,app control\",\"lower bills,remote control\",\"professional\",\"homeowners\",\"thermostat,smart home\"\n\nParameters:\n\n--csv: Path to CSV file\n--platform: Target platform (applies to all products)\n--output-dir: Output directory\n--format: Output format (markdown, html, csv)"
      },
      {
        "title": "optimize_description.py",
        "body": "Optimize an existing product description for SEO and conversions.\n\nParameters:\n\n--input: Input file path\n--target-keyword: Primary keyword to optimize for\n--platform: Target platform\nadd-cta: Add strong call-to-action\nadd-social-proof: Add social proof placeholders\noutput: Output file"
      },
      {
        "title": "generate_variations.py",
        "body": "Generate A/B testing variations of a description.\n\nParameters:\n\n--input: Base description file\n--variations: Number of variations to generate (default: 3)\n--test-elements: Elements to test (cta, hook, benefits)\n--output-dir: Output directory"
      },
      {
        "title": "seo_analyzer.py",
        "body": "Analyze SEO score of product description.\n\nParameters:\n\n--input: Description to analyze\n--target-keyword: Primary keyword\n--platform: Platform-specific analysis\n--output: Analysis report"
      },
      {
        "title": "Amazon",
        "body": "Title: 150-200 characters, primary keyword first\nBullet Points: 5-7 points, benefit-focused\nDescription: 2000-3000 characters, full product story\nBackend Keywords: 250 bytes, comma-separated\nStyle: Professional, informative, detailed"
      },
      {
        "title": "Shopify",
        "body": "Title: 70 characters for optimal display\nDescription: 300-500 words, HTML supported\nMeta Description: 155 characters for SEO\nHandle: 75 characters max, SEO-friendly URL\nStyle: Brand-consistent, visual, lifestyle-oriented"
      },
      {
        "title": "eBay",
        "body": "Title: 80 characters optimal, include key details\nDescription: 500-1000 words, HTML allowed\nItem Specifics: Fill all relevant fields\nCondition: Clearly state condition\nStyle: Auction-style urgency, detailed specs"
      },
      {
        "title": "Etsy",
        "body": "Title: 140 characters, front-load keywords\nDescription: 500+ words, handmade story\nTags: 13 tags, 20 characters each\nMaterials: Accurate listing\nStyle: Personal, story-driven, handmade emphasis"
      },
      {
        "title": "Write Benefits, Not Just Features",
        "body": "Bad: \"40-hour battery life\"\nGood: \"40-hour battery means you can listen for days without charging\""
      },
      {
        "title": "Use Emotional Triggers",
        "body": "\"Transform your daily routine\"\n\"Experience the difference quality makes\"\n\"Join thousands of satisfied customers\""
      },
      {
        "title": "Include Social Proof",
        "body": "\"Trusted by 10,000+ customers\"\n\"4.8/5 star average rating\"\n\"30-day money-back guarantee\""
      },
      {
        "title": "Handle Objections",
        "body": "\"Worried about fit? We offer free returns\"\n\"Not sure? Try it risk-free for 30 days\"\n\"Questions? Our US-based support is here 24/7\""
      },
      {
        "title": "Strong CTAs",
        "body": "\"Order now and get free shipping\"\n\"Limited stock - add to cart today\"\n\"Join the thousands who upgraded their experience\""
      },
      {
        "title": "Professional",
        "body": "Best for: B2B, tech products, high-ticket items\nCharacteristics: Authoritative, data-driven, precise\nExample: \"Engineered for performance. Backed by science.\""
      },
      {
        "title": "Conversational",
        "body": "Best for: Consumer products, lifestyle items\nCharacteristics: Friendly, relatable, personal\nExample: \"You're going to love how this fits into your daily routine.\""
      },
      {
        "title": "Playful",
        "body": "Best for: Trendy items, younger audiences\nCharacteristics: Fun, energetic, emoji-friendly\nExample: \"Ready to level up? Let's do this! 🚀\""
      },
      {
        "title": "Luxury",
        "body": "Best for: Premium products, jewelry, designer items\nCharacteristics: Elegant, exclusive, sophisticated\nExample: \"Experience unparalleled craftsmanship. A masterpiece of design.\""
      },
      {
        "title": "Daily Bulk Generation",
        "body": "# Generate descriptions for all products in catalog\n0 8 * * * /path/to/product-description-generator/scripts/bulk_generate.py \\\n  --csv /path/to/products.csv \\\n  --platform amazon \\\n  --output-dir /path/to/output"
      },
      {
        "title": "A/B Testing Automation",
        "body": "# Generate variations for top-selling products\n0 9 * * 1 /path/to/product-description-generator/scripts/generate_variations.py \\\n  --input /path/to/bestsellers/ \\\n  --variations 3 \\\n  --output-dir /path/to/ab-tests"
      },
      {
        "title": "With SEO Article Generator",
        "body": "# 1. Generate SEO-optimized article\nseo-article-gen --keyword \"wireless headphones review\"\n\n# 2. Extract key benefits and features\n# 3. Generate product description\nproduct-description-generator --product \"[name]\" --features \"[extracted]\""
      },
      {
        "title": "With Review Summarizer",
        "body": "# 1. Analyze reviews for insights\nreview-summarizer/scrape_reviews.py --url \"[product_url]\"\n\n# 2. Extract top pros/cons\n# 3. Generate description addressing cons\nproduct-description-generator --product \"[name]\" --benefits \"[address cons]\""
      },
      {
        "title": "Markdown",
        "body": "Best for documentation, CMS without HTML support, easy reading."
      },
      {
        "title": "HTML",
        "body": "Best for Amazon, Shopify, eBay - formatted with tags."
      },
      {
        "title": "CSV",
        "body": "Best for bulk upload, catalog management systems.\n\nDrive sales. Rank higher. Convert visitors."
      }
    ],
    "body": "Product Description Generator\nOverview\n\nGenerate high-converting, SEO-optimized product descriptions for any e-commerce platform. Create compelling copy that drives sales while improving search visibility across multiple marketplaces.\n\nCore Capabilities\n1. Platform-Specific Optimization\n\nSupported Platforms:\n\nAmazon - Title, bullet points, description, search terms, backend keywords\nShopify - Product title, description, SEO meta data\neBay - Item title, description, item specifics, condition description\nEtsy - Listing title, description, tags, materials, attributes\nShopify/WooCommerce - Product name, description, SEO elements\nCustom - Flexible format for any platform\n2. SEO Optimization\n\nAutomatically includes:\n\nPrimary keyword placement (title, first paragraph)\nSecondary keywords throughout content\nLong-tail keyword variations\nSemantic keywords and related terms\nOptimized character counts for each platform\nMeta descriptions and titles for SEO\n3. Conversion-Focused Copy\n\nElements that drive sales:\n\nBenefit-oriented features (not just specs)\nEmotional triggers and storytelling\nSocial proof integration\nUrgency and scarcity elements\nClear value propositions\nStrong calls-to-action\nObjection handling\n4. Structure Templates\n\nProduct description structure:\n\nHook - Attention-grabbing opening\nProblem/Agitation - Address pain points\nSolution - How your product helps\nFeatures → Benefits - What it does and why it matters\nSocial Proof - Reviews, testimonials, stats\nUse Cases - When/how to use the product\nSpecifications - Technical details\nFAQ - Common questions answered\nCTA - Clear action to take\n5. Bulk Generation\n\nGenerate descriptions for:\n\nMultiple products from CSV\nProduct variations (colors, sizes, models)\nA/B testing variations\nMultiple platforms simultaneously\nInternational markets (localization)\nQuick Start\nGenerate Amazon Listing\n# Use scripts/generate_description.py\npython3 scripts/generate_description.py \\\n  --product \"Wireless Bluetooth Headphones\" \\\n  --platform amazon \\\n  --features \"40hr battery,noise cancelling,Bluetooth 5.3\" \\\n  --benefits \"crystal clear audio,comfortable fit,fast charging\" \\\n  --tone professional \\\n  --output amazon_listing.md\n\nGenerate Shopify Product Description\npython3 scripts/generate_description.py \\\n  --product \"Ergonomic Office Chair\" \\\n  --platform shopify \\\n  --features \"adjustable lumbar support,360° swivel,breathable mesh\" \\\n  --tone conversational \\\n  --include-faq \\\n  --output shopify_description.md\n\nBulk Generate from CSV\n# Use scripts/bulk_generate.py\npython3 scripts/bulk_generate.py \\\n  --csv products.csv \\\n  --platform amazon \\\n  --output-dir ./descriptions\n\nOptimize Existing Description\n# Use scripts/optimize_description.py\npython3 scripts/optimize_description.py \\\n  --input existing_description.md \\\n  --target-keyword \"wireless headphones\" \\\n  --platform amazon \\\n  --output optimized.md\n\nScripts\ngenerate_description.py\n\nGenerate product description for a single product.\n\nParameters:\n\n--product (required): Product name/title\n--platform (required): Target platform\n--features: Product features (comma-separated)\n--benefits: Benefits/value proposition (comma-separated)\n--tone: Tone preference (professional, conversational, playful, luxury)\n--target-audience: Who is this for?\n--keywords: SEO keywords (comma-separated)\n--include-faq: Include FAQ section\n--include-specs: Include specifications section\n--output: Output file\n\nExample:\n\npython3 scripts/generate_description.py \\\n  --product \"Smart WiFi Thermostat\" \\\n  --platform amazon \\\n  --features \"energy saving,app control,7-day programming\" \\\n  --benefits \"lower energy bills,remote access,comfort\" \\\n  --target-audience \"homeowners,smart home enthusiasts\" \\\n  --keywords \"smart thermostat,programmable thermostat,WiFi thermostat\" \\\n  --include-faq \\\n  --include-specs \\\n  --output thermostat_description.md\n\nbulk_generate.py\n\nGenerate descriptions for multiple products from CSV.\n\nCSV Format:\n\nproduct,features,benefits,tone,target_audience,keywords\n\"Wireless Headphones\",\"40hr battery,noise cancelling\",\"clear audio,comfort\",\"professional\",\"audiophiles\",\"headphones,bluetooth\"\n\"Ergonomic Chair\",\"lumbar support,mesh back\",\"back pain relief,comfort\",\"conversational\",\"office workers\",\"office chair,ergonomic\"\n\"Smart Thermostat\",\"energy saving,app control\",\"lower bills,remote control\",\"professional\",\"homeowners\",\"thermostat,smart home\"\n\n\nParameters:\n\n--csv: Path to CSV file\n--platform: Target platform (applies to all products)\n--output-dir: Output directory\n--format: Output format (markdown, html, csv)\noptimize_description.py\n\nOptimize an existing product description for SEO and conversions.\n\nParameters:\n\n--input: Input file path\n--target-keyword: Primary keyword to optimize for\n--platform: Target platform\nadd-cta: Add strong call-to-action\nadd-social-proof: Add social proof placeholders\noutput: Output file\ngenerate_variations.py\n\nGenerate A/B testing variations of a description.\n\nParameters:\n\n--input: Base description file\n--variations: Number of variations to generate (default: 3)\n--test-elements: Elements to test (cta, hook, benefits)\n--output-dir: Output directory\nseo_analyzer.py\n\nAnalyze SEO score of product description.\n\nParameters:\n\n--input: Description to analyze\n--target-keyword: Primary keyword\n--platform: Platform-specific analysis\n--output: Analysis report\nPlatform-Specific Guidelines\nAmazon\nTitle: 150-200 characters, primary keyword first\nBullet Points: 5-7 points, benefit-focused\nDescription: 2000-3000 characters, full product story\nBackend Keywords: 250 bytes, comma-separated\nStyle: Professional, informative, detailed\nShopify\nTitle: 70 characters for optimal display\nDescription: 300-500 words, HTML supported\nMeta Description: 155 characters for SEO\nHandle: 75 characters max, SEO-friendly URL\nStyle: Brand-consistent, visual, lifestyle-oriented\neBay\nTitle: 80 characters optimal, include key details\nDescription: 500-1000 words, HTML allowed\nItem Specifics: Fill all relevant fields\nCondition: Clearly state condition\nStyle: Auction-style urgency, detailed specs\nEtsy\nTitle: 140 characters, front-load keywords\nDescription: 500+ words, handmade story\nTags: 13 tags, 20 characters each\nMaterials: Accurate listing\nStyle: Personal, story-driven, handmade emphasis\nBest Practices\nWrite Benefits, Not Just Features\nBad: \"40-hour battery life\"\nGood: \"40-hour battery means you can listen for days without charging\"\nUse Emotional Triggers\n\"Transform your daily routine\"\n\"Experience the difference quality makes\"\n\"Join thousands of satisfied customers\"\nInclude Social Proof\n\"Trusted by 10,000+ customers\"\n\"4.8/5 star average rating\"\n\"30-day money-back guarantee\"\nHandle Objections\n\"Worried about fit? We offer free returns\"\n\"Not sure? Try it risk-free for 30 days\"\n\"Questions? Our US-based support is here 24/7\"\nStrong CTAs\n\"Order now and get free shipping\"\n\"Limited stock - add to cart today\"\n\"Join the thousands who upgraded their experience\"\nTone Guidelines\nProfessional\nBest for: B2B, tech products, high-ticket items\nCharacteristics: Authoritative, data-driven, precise\nExample: \"Engineered for performance. Backed by science.\"\nConversational\nBest for: Consumer products, lifestyle items\nCharacteristics: Friendly, relatable, personal\nExample: \"You're going to love how this fits into your daily routine.\"\nPlayful\nBest for: Trendy items, younger audiences\nCharacteristics: Fun, energetic, emoji-friendly\nExample: \"Ready to level up? Let's do this! 🚀\"\nLuxury\nBest for: Premium products, jewelry, designer items\nCharacteristics: Elegant, exclusive, sophisticated\nExample: \"Experience unparalleled craftsmanship. A masterpiece of design.\"\nAutomation\nDaily Bulk Generation\n# Generate descriptions for all products in catalog\n0 8 * * * /path/to/product-description-generator/scripts/bulk_generate.py \\\n  --csv /path/to/products.csv \\\n  --platform amazon \\\n  --output-dir /path/to/output\n\nA/B Testing Automation\n# Generate variations for top-selling products\n0 9 * * 1 /path/to/product-description-generator/scripts/generate_variations.py \\\n  --input /path/to/bestsellers/ \\\n  --variations 3 \\\n  --output-dir /path/to/ab-tests\n\nIntegration Opportunities\nWith SEO Article Generator\n# 1. Generate SEO-optimized article\nseo-article-gen --keyword \"wireless headphones review\"\n\n# 2. Extract key benefits and features\n# 3. Generate product description\nproduct-description-generator --product \"[name]\" --features \"[extracted]\"\n\nWith Review Summarizer\n# 1. Analyze reviews for insights\nreview-summarizer/scrape_reviews.py --url \"[product_url]\"\n\n# 2. Extract top pros/cons\n# 3. Generate description addressing cons\nproduct-description-generator --product \"[name]\" --benefits \"[address cons]\"\n\nOutput Formats\nMarkdown\n\nBest for documentation, CMS without HTML support, easy reading.\n\nHTML\n\nBest for Amazon, Shopify, eBay - formatted with tags.\n\nCSV\n\nBest for bulk upload, catalog management systems.\n\nDrive sales. Rank higher. Convert visitors."
  },
  "trust": {
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    "provenanceUrl": "https://clawhub.ai/Michael-laffin/product-description-generator",
    "publisherUrl": "https://clawhub.ai/Michael-laffin/product-description-generator",
    "owner": "Michael-laffin",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
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    "detailUrl": "https://openagent3.xyz/skills/product-description-generator",
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