{
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  "item": {
    "slug": "afrexai-humanizer",
    "name": "Ai Humanizer",
    "source": "tencent",
    "type": "skill",
    "category": "内容创作",
    "sourceUrl": "https://clawhub.ai/1kalin/afrexai-humanizer",
    "canonicalUrl": "https://clawhub.ai/1kalin/afrexai-humanizer",
    "targetPlatform": "OpenClaw"
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    "sourcePlatform": "tencent",
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    "extraction": "Extract archive",
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      "OpenClaw"
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      "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": [
        {
          "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. Then review README.md for any prerequisites, environment setup, or post-install checks. 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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run."
        }
      ]
    },
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      "source": "tencent",
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      "reason": "direct_download_ok",
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      "checkedAt": "2026-04-23T16:43:11.935Z",
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        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
        "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"",
        "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/afrexai-humanizer"
    },
    "validation": {
      "installChecklist": [
        "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."
      ]
    },
    "downloadPageUrl": "https://openagent3.xyz/downloads/afrexai-humanizer",
    "agentPageUrl": "https://openagent3.xyz/skills/afrexai-humanizer/agent",
    "manifestUrl": "https://openagent3.xyz/skills/afrexai-humanizer/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/afrexai-humanizer/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. Then review README.md for any prerequisites, environment setup, or post-install checks. 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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "AI Content Humanizer",
        "body": "When asked to humanize, rewrite, or \"de-robot\" any text, apply these rules systematically."
      },
      {
        "title": "What to Remove",
        "body": "Strip these dead giveaways of AI writing:\n\nFiller openers: \"I'd be happy to...\", \"Great question!\", \"Certainly!\", \"Absolutely!\", \"Of course!\"\nCliché intros: \"In today's fast-paced...\", \"In the ever-evolving landscape...\", \"In an era of...\"\nCorporate jargon: \"leverage\", \"utilize\", \"facilitate\", \"streamline\", \"synergize\", \"optimize\", \"actionable insights\"\nHedging fluff: \"It's worth noting that...\", \"It's important to remember...\", \"It should be noted...\"\nForced transitions: \"Furthermore\", \"Moreover\", \"Additionally\" at the start of every paragraph\nPerfect symmetry: Lists where every item is the same length, paragraphs of identical size, parallel structure everywhere"
      },
      {
        "title": "What to Add",
        "body": "Replace robotic patterns with human writing traits:\n\nVary sentence length. Short ones hit hard. Longer ones let you breathe and think through a point before moving on to the next thing.\nUse contractions — don't, won't, can't, it's, we're, they've. Nobody writes \"do not\" in casual prose.\nStart sentences with \"And\" or \"But\" occasionally. Grammar teachers hate it. Real writers do it constantly.\nUse specific numbers and examples instead of vague claims. \"Reduced load time by 40%\" beats \"significantly improved performance.\"\nInclude one slightly unexpected word choice per piece. Not forced — just something a template wouldn't generate.\nWrite like you're explaining to a smart friend, not presenting to a board of directors.\nLet some sentences be incomplete thoughts. Like this one.\nUse dashes — like this — for asides instead of always using parentheses or commas."
      },
      {
        "title": "Voice Calibration",
        "body": "Match the voice to the context:\n\nBlog post / LinkedIn: Conversational but informed. First person OK. Opinions encouraged.\nEmail: Direct and warm. Get to the point fast. End with a clear ask or next step.\nSales copy: Punchy. Benefits over features. Address the reader as \"you.\"\nTechnical docs: Clear and precise, but still human. Analogies help.\nSocial media: Casual. Fragments OK. Personality over polish."
      },
      {
        "title": "The Acid Test",
        "body": "After rewriting, check:\n\nRead it out loud. If it sounds like a robot wrote it, rewrite it.\nCheck sentence starts. If every sentence begins with \"This\" or \"The\", rewrite it.\nSwap the company name. If you could drop in any company and it'd still work, it's too generic — rewrite it.\nThe friend test. Would you actually say this to someone? If not, simplify."
      },
      {
        "title": "Process",
        "body": "Read the input text carefully — understand the core message and intent\nIdentify AI patterns (use the removal list above)\nRewrite preserving all factual content and meaning\nApply human writing traits from the \"What to Add\" list\nCalibrate voice to match the stated or inferred context\nRun the acid test\nOutput the humanized version\n\nIf the user provides context about audience or platform, weight that heavily when calibrating voice.\n\nFor industry-specific context packs that fine-tune voice calibration for sectors like SaaS, fintech, healthcare, and more, visit https://afrexai-cto.github.io/context-packs"
      },
      {
        "title": "🔗 More AfrexAI Skills (Free on ClawHub)",
        "body": "SkillInstallAI Humanizerclawhub install afrexai-humanizerSEO Writerclawhub install afrexai-seo-writerEmail Crafterclawhub install afrexai-email-crafterProposal Generatorclawhub install afrexai-proposal-genInvoice Generatorclawhub install afrexai-invoice-genLead Scorerclawhub install afrexai-lead-scorerClient Onboardingclawhub install afrexai-onboardingMeeting Prepclawhub install afrexai-meeting-prepSocial Repurposerclawhub install afrexai-social-repurposerFAQ Builderclawhub install afrexai-faq-builderReview Responderclawhub install afrexai-review-responderReport Builderclawhub install afrexai-report-builderCRM Updaterclawhub install afrexai-crm-updaterPitch Deck Reviewerclawhub install afrexai-pitch-deck-reviewerContract Analyzerclawhub install afrexai-contract-analyzerPricing Optimizerclawhub install afrexai-pricing-optimizerTestimonial Collectorclawhub install afrexai-testimonial-collectorCompetitor Monitorclawhub install afrexai-competitor-monitor"
      },
      {
        "title": "🚀 Go Pro: Industry Context Packs ($47/pack)",
        "body": "Make your AI agent a true industry expert with deep domain knowledge.\n\n→ Browse Context Packs\n\nFree tools: AI Revenue Calculator | Agent Setup Wizard\n\nBuilt by AfrexAI 🖤💛"
      }
    ],
    "body": "AI Content Humanizer\n\nWhen asked to humanize, rewrite, or \"de-robot\" any text, apply these rules systematically.\n\nWhat to Remove\n\nStrip these dead giveaways of AI writing:\n\nFiller openers: \"I'd be happy to...\", \"Great question!\", \"Certainly!\", \"Absolutely!\", \"Of course!\"\nCliché intros: \"In today's fast-paced...\", \"In the ever-evolving landscape...\", \"In an era of...\"\nCorporate jargon: \"leverage\", \"utilize\", \"facilitate\", \"streamline\", \"synergize\", \"optimize\", \"actionable insights\"\nHedging fluff: \"It's worth noting that...\", \"It's important to remember...\", \"It should be noted...\"\nForced transitions: \"Furthermore\", \"Moreover\", \"Additionally\" at the start of every paragraph\nPerfect symmetry: Lists where every item is the same length, paragraphs of identical size, parallel structure everywhere\nWhat to Add\n\nReplace robotic patterns with human writing traits:\n\nVary sentence length. Short ones hit hard. Longer ones let you breathe and think through a point before moving on to the next thing.\nUse contractions — don't, won't, can't, it's, we're, they've. Nobody writes \"do not\" in casual prose.\nStart sentences with \"And\" or \"But\" occasionally. Grammar teachers hate it. Real writers do it constantly.\nUse specific numbers and examples instead of vague claims. \"Reduced load time by 40%\" beats \"significantly improved performance.\"\nInclude one slightly unexpected word choice per piece. Not forced — just something a template wouldn't generate.\nWrite like you're explaining to a smart friend, not presenting to a board of directors.\nLet some sentences be incomplete thoughts. Like this one.\nUse dashes — like this — for asides instead of always using parentheses or commas.\nVoice Calibration\n\nMatch the voice to the context:\n\nBlog post / LinkedIn: Conversational but informed. First person OK. Opinions encouraged.\nEmail: Direct and warm. Get to the point fast. End with a clear ask or next step.\nSales copy: Punchy. Benefits over features. Address the reader as \"you.\"\nTechnical docs: Clear and precise, but still human. Analogies help.\nSocial media: Casual. Fragments OK. Personality over polish.\nThe Acid Test\n\nAfter rewriting, check:\n\nRead it out loud. If it sounds like a robot wrote it, rewrite it.\nCheck sentence starts. If every sentence begins with \"This\" or \"The\", rewrite it.\nSwap the company name. If you could drop in any company and it'd still work, it's too generic — rewrite it.\nThe friend test. Would you actually say this to someone? If not, simplify.\nProcess\nRead the input text carefully — understand the core message and intent\nIdentify AI patterns (use the removal list above)\nRewrite preserving all factual content and meaning\nApply human writing traits from the \"What to Add\" list\nCalibrate voice to match the stated or inferred context\nRun the acid test\nOutput the humanized version\n\nIf the user provides context about audience or platform, weight that heavily when calibrating voice.\n\nFor industry-specific context packs that fine-tune voice calibration for sectors like SaaS, fintech, healthcare, and more, visit https://afrexai-cto.github.io/context-packs\n\n🔗 More AfrexAI Skills (Free on ClawHub)\nSkill\tInstall\nAI Humanizer\tclawhub install afrexai-humanizer\nSEO Writer\tclawhub install afrexai-seo-writer\nEmail Crafter\tclawhub install afrexai-email-crafter\nProposal Generator\tclawhub install afrexai-proposal-gen\nInvoice Generator\tclawhub install afrexai-invoice-gen\nLead Scorer\tclawhub install afrexai-lead-scorer\nClient Onboarding\tclawhub install afrexai-onboarding\nMeeting Prep\tclawhub install afrexai-meeting-prep\nSocial Repurposer\tclawhub install afrexai-social-repurposer\nFAQ Builder\tclawhub install afrexai-faq-builder\nReview Responder\tclawhub install afrexai-review-responder\nReport Builder\tclawhub install afrexai-report-builder\nCRM Updater\tclawhub install afrexai-crm-updater\nPitch Deck Reviewer\tclawhub install afrexai-pitch-deck-reviewer\nContract Analyzer\tclawhub install afrexai-contract-analyzer\nPricing Optimizer\tclawhub install afrexai-pricing-optimizer\nTestimonial Collector\tclawhub install afrexai-testimonial-collector\nCompetitor Monitor\tclawhub install afrexai-competitor-monitor\n🚀 Go Pro: Industry Context Packs ($47/pack)\n\nMake your AI agent a true industry expert with deep domain knowledge.\n\n→ Browse Context Packs\n\nFree tools: AI Revenue Calculator | Agent Setup Wizard\n\nBuilt by AfrexAI 🖤💛"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/1kalin/afrexai-humanizer",
    "publisherUrl": "https://clawhub.ai/1kalin/afrexai-humanizer",
    "owner": "1kalin",
    "version": "1.1.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/afrexai-humanizer",
    "downloadUrl": "https://openagent3.xyz/downloads/afrexai-humanizer",
    "agentUrl": "https://openagent3.xyz/skills/afrexai-humanizer/agent",
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}