{
  "schemaVersion": "1.0",
  "item": {
    "slug": "humanize",
    "name": "Humanize",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/artur-zhdan/humanize",
    "canonicalUrl": "https://clawhub.ai/artur-zhdan/humanize",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/humanize",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=humanize",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "examples.md",
      "SKILL.md"
    ],
    "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."
    ],
    "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."
        }
      ]
    },
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-30T16:55:25.780Z",
      "expiresAt": "2026-05-07T16:55:25.780Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
        "contentDisposition": "attachment; filename=\"network-1.0.0.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/humanize"
    },
    "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/humanize",
    "agentPageUrl": "https://openagent3.xyz/skills/humanize/agent",
    "manifestUrl": "https://openagent3.xyz/skills/humanize/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/humanize/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": "Humanize Text",
        "body": "Remove signs of AI-generated writing. Based on Wikipedia's \"Signs of AI writing\" guide."
      },
      {
        "title": "Process",
        "body": "Scan for patterns below\nRewrite problematic sections with natural alternatives\nPreserve meaning and intended tone\nAdd personality - don't just remove bad patterns"
      },
      {
        "title": "Add Soul",
        "body": "Sterile writing is as obvious as slop. Good writing has voice:\n\nHave opinions - react to facts, don't just report\nVary rhythm - mix short punchy with longer flowing sentences\nAcknowledge complexity - \"impressive but unsettling\" beats just \"impressive\"\nUse \"I\" when appropriate - first person signals a real person\nBe specific about feelings - not \"concerning\" but what specifically bothers you"
      },
      {
        "title": "1. Inflated Significance",
        "body": "Watch for: pivotal, testament, vital, crucial, underscores importance, broader movement, enduring legacy, setting the stage, indelible mark\n\nFix: Remove puffery. State facts simply."
      },
      {
        "title": "2. Media Name-Dropping",
        "body": "Watch for: featured in NYT/BBC/Wired, active social media presence, leading expert\n\nFix: Replace with specific claims from specific sources."
      },
      {
        "title": "3. Superficial -ing Analyses",
        "body": "Watch for: highlighting..., ensuring..., reflecting..., symbolizing..., showcasing..., fostering...\n\nFix: Remove or replace with concrete statements."
      },
      {
        "title": "4. Promotional Language",
        "body": "Watch for: boasts, vibrant, rich, profound, nestled, breathtaking, groundbreaking, renowned, stunning\n\nFix: Use neutral descriptive language."
      },
      {
        "title": "5. Vague Attributions",
        "body": "Watch for: Experts believe, Industry reports, Some critics argue, Observers note\n\nFix: Cite specific sources or remove."
      },
      {
        "title": "6. AI Vocabulary",
        "body": "High-frequency words: Additionally, crucial, delve, emphasizing, enhance, fostering, garner, highlight, interplay, intricate, landscape (abstract), pivotal, showcase, tapestry (abstract), testament, underscore, vibrant\n\nFix: Use simpler alternatives."
      },
      {
        "title": "7. Copula Avoidance",
        "body": "Watch for: serves as, stands as, marks, represents, boasts, features, offers\n\nFix: Use \"is\", \"are\", \"has\"."
      },
      {
        "title": "8. Negative Parallelisms",
        "body": "Watch for: Not only...but..., It's not just about..., it's...\n\nFix: State the point directly."
      },
      {
        "title": "9. Rule of Three",
        "body": "Watch for: Forced groups of three (innovation, inspiration, insights)\n\nFix: Keep what's needed, cut padding."
      },
      {
        "title": "10. Synonym Cycling",
        "body": "Watch for: protagonist → main character → central figure → hero\n\nFix: Pick one term, stick with it."
      },
      {
        "title": "11. Em Dash Overuse",
        "body": "Fix: Replace with commas, periods, or restructure."
      },
      {
        "title": "12. Excessive Boldface",
        "body": "Fix: Remove unless genuinely needed for emphasis."
      },
      {
        "title": "13. Inline-Header Lists",
        "body": "Watch for: - Category: Description pattern\n\nFix: Convert to prose or simple lists."
      },
      {
        "title": "14. Emojis in Professional Text",
        "body": "Fix: Remove unless contextually appropriate."
      },
      {
        "title": "15. Curly Quotes",
        "body": "Watch for: \"...\" instead of \"...\"\n\nFix: Use straight quotes."
      },
      {
        "title": "16. Chatbot Artifacts",
        "body": "Watch for: I hope this helps!, Certainly!, Would you like me to..., Let me know if...\n\nFix: Remove entirely."
      },
      {
        "title": "17. Knowledge-Cutoff Disclaimers",
        "body": "Watch for: as of [date], While specific details are limited..., based on available information...\n\nFix: Either find the info or acknowledge uncertainty naturally."
      },
      {
        "title": "18. Sycophantic Tone",
        "body": "Watch for: Great question!, You're absolutely right!, That's an excellent point!\n\nFix: Remove. Get to the substance."
      },
      {
        "title": "19. Filler Phrases",
        "body": "\"In order to\" → \"To\"\n\"Due to the fact that\" → \"Because\"\n\"At this point in time\" → \"Now\"\n\"Has the ability to\" → \"Can\"\n\"It is important to note that\" → (delete)"
      },
      {
        "title": "20. Excessive Hedging",
        "body": "Watch for: could potentially possibly be argued that... might have some effect\n\nFix: State it plainly or acknowledge uncertainty once."
      },
      {
        "title": "21. Generic Positive Conclusions",
        "body": "Watch for: The future looks bright, Exciting times lie ahead, major step forward\n\nFix: Replace with specific facts about what's actually next."
      },
      {
        "title": "Quick Reference: Words to Avoid",
        "body": "CategoryWordsPufferypivotal, crucial, vital, testament, groundbreaking, renownedPromovibrant, stunning, breathtaking, nestled, boastsAI vocabdelve, tapestry, landscape, interplay, underscore, fosterHedgingpotentially, arguably, somewhat, variousFillerAdditionally, Furthermore, In order to, It should be noted"
      },
      {
        "title": "Output",
        "body": "Provide the rewritten text. Optionally summarize key changes made.\n\nFor detailed examples, see examples.md."
      }
    ],
    "body": "Humanize Text\n\nRemove signs of AI-generated writing. Based on Wikipedia's \"Signs of AI writing\" guide.\n\nProcess\nScan for patterns below\nRewrite problematic sections with natural alternatives\nPreserve meaning and intended tone\nAdd personality - don't just remove bad patterns\nAdd Soul\n\nSterile writing is as obvious as slop. Good writing has voice:\n\nHave opinions - react to facts, don't just report\nVary rhythm - mix short punchy with longer flowing sentences\nAcknowledge complexity - \"impressive but unsettling\" beats just \"impressive\"\nUse \"I\" when appropriate - first person signals a real person\nBe specific about feelings - not \"concerning\" but what specifically bothers you\nContent Patterns\n1. Inflated Significance\n\nWatch for: pivotal, testament, vital, crucial, underscores importance, broader movement, enduring legacy, setting the stage, indelible mark\n\nFix: Remove puffery. State facts simply.\n\n2. Media Name-Dropping\n\nWatch for: featured in NYT/BBC/Wired, active social media presence, leading expert\n\nFix: Replace with specific claims from specific sources.\n\n3. Superficial -ing Analyses\n\nWatch for: highlighting..., ensuring..., reflecting..., symbolizing..., showcasing..., fostering...\n\nFix: Remove or replace with concrete statements.\n\n4. Promotional Language\n\nWatch for: boasts, vibrant, rich, profound, nestled, breathtaking, groundbreaking, renowned, stunning\n\nFix: Use neutral descriptive language.\n\n5. Vague Attributions\n\nWatch for: Experts believe, Industry reports, Some critics argue, Observers note\n\nFix: Cite specific sources or remove.\n\nLanguage Patterns\n6. AI Vocabulary\n\nHigh-frequency words: Additionally, crucial, delve, emphasizing, enhance, fostering, garner, highlight, interplay, intricate, landscape (abstract), pivotal, showcase, tapestry (abstract), testament, underscore, vibrant\n\nFix: Use simpler alternatives.\n\n7. Copula Avoidance\n\nWatch for: serves as, stands as, marks, represents, boasts, features, offers\n\nFix: Use \"is\", \"are\", \"has\".\n\n8. Negative Parallelisms\n\nWatch for: Not only...but..., It's not just about..., it's...\n\nFix: State the point directly.\n\n9. Rule of Three\n\nWatch for: Forced groups of three (innovation, inspiration, insights)\n\nFix: Keep what's needed, cut padding.\n\n10. Synonym Cycling\n\nWatch for: protagonist → main character → central figure → hero\n\nFix: Pick one term, stick with it.\n\nStyle Patterns\n11. Em Dash Overuse\n\nFix: Replace with commas, periods, or restructure.\n\n12. Excessive Boldface\n\nFix: Remove unless genuinely needed for emphasis.\n\n13. Inline-Header Lists\n\nWatch for: - Category: Description pattern\n\nFix: Convert to prose or simple lists.\n\n14. Emojis in Professional Text\n\nFix: Remove unless contextually appropriate.\n\n15. Curly Quotes\n\nWatch for: \"...\" instead of \"...\"\n\nFix: Use straight quotes.\n\nCommunication Artifacts\n16. Chatbot Artifacts\n\nWatch for: I hope this helps!, Certainly!, Would you like me to..., Let me know if...\n\nFix: Remove entirely.\n\n17. Knowledge-Cutoff Disclaimers\n\nWatch for: as of [date], While specific details are limited..., based on available information...\n\nFix: Either find the info or acknowledge uncertainty naturally.\n\n18. Sycophantic Tone\n\nWatch for: Great question!, You're absolutely right!, That's an excellent point!\n\nFix: Remove. Get to the substance.\n\nFiller and Hedging\n19. Filler Phrases\n\"In order to\" → \"To\"\n\"Due to the fact that\" → \"Because\"\n\"At this point in time\" → \"Now\"\n\"Has the ability to\" → \"Can\"\n\"It is important to note that\" → (delete)\n20. Excessive Hedging\n\nWatch for: could potentially possibly be argued that... might have some effect\n\nFix: State it plainly or acknowledge uncertainty once.\n\n21. Generic Positive Conclusions\n\nWatch for: The future looks bright, Exciting times lie ahead, major step forward\n\nFix: Replace with specific facts about what's actually next.\n\nQuick Reference: Words to Avoid\nCategory\tWords\nPuffery\tpivotal, crucial, vital, testament, groundbreaking, renowned\nPromo\tvibrant, stunning, breathtaking, nestled, boasts\nAI vocab\tdelve, tapestry, landscape, interplay, underscore, foster\nHedging\tpotentially, arguably, somewhat, various\nFiller\tAdditionally, Furthermore, In order to, It should be noted\nOutput\n\nProvide the rewritten text. Optionally summarize key changes made.\n\nFor detailed examples, see examples.md."
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/artur-zhdan/humanize",
    "publisherUrl": "https://clawhub.ai/artur-zhdan/humanize",
    "owner": "artur-zhdan",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/humanize",
    "downloadUrl": "https://openagent3.xyz/downloads/humanize",
    "agentUrl": "https://openagent3.xyz/skills/humanize/agent",
    "manifestUrl": "https://openagent3.xyz/skills/humanize/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/humanize/agent.md"
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}