{
  "schemaVersion": "1.0",
  "item": {
    "slug": "x-algorithm",
    "name": "X Algorithm",
    "source": "tencent",
    "type": "skill",
    "category": "通讯协作",
    "sourceUrl": "https://clawhub.ai/NextFrontierBuilds/x-algorithm",
    "canonicalUrl": "https://clawhub.ai/NextFrontierBuilds/x-algorithm",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/x-algorithm",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=x-algorithm",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "README.md",
      "SKILL.md",
      "package.json"
    ],
    "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. 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."
        }
      ]
    },
    "sourceHealth": {
      "source": "tencent",
      "slug": "x-algorithm",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-01T20:32:38.147Z",
      "expiresAt": "2026-05-08T20:32:38.147Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=x-algorithm",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=x-algorithm",
        "contentDisposition": "attachment; filename=\"x-algorithm-1.0.3.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "x-algorithm"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/x-algorithm"
    },
    "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/x-algorithm",
    "agentPageUrl": "https://openagent3.xyz/skills/x-algorithm/agent",
    "manifestUrl": "https://openagent3.xyz/skills/x-algorithm/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/x-algorithm/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": "X Algorithm Mastery",
        "body": "Everything you need to know about the X (Twitter) algorithm. Based on X's open-source code, viral post analysis, and real engagement data."
      },
      {
        "title": "TL;DR - The Golden Rules",
        "body": "First 2 hours are critical — replies/engagement in this window determine reach\nNo external links in main post — X penalizes links that take users off-platform\nMedia > Text — videos get 10x engagement, images get 2-3x\nReply to EVERYTHING — replies are weighted higher than likes/retweets\nPost when audience is awake — 8 AM - 2 PM weekdays optimal\nControversy drives engagement — but pick battles wisely\nThreads outperform single tweets — for long-form content"
      },
      {
        "title": "The 4-Step Process",
        "body": "Candidate Sourcing: Pulls ~1,500 tweets from accounts you follow (~50%) and similar accounts\nRanking: ML model scores likelihood you'll reply (highest), retweet, like, or report (negative)\nFiltering: Removes blocked/muted, balances in/out-network, limits single author\nServing: Final mix with ads, 5B times/day, ~1.5 seconds"
      },
      {
        "title": "Engagement Weight Hierarchy",
        "body": "ActionWeightRepliesHighestRetweetsHighQuote TweetsHigh (2x regular posts)LikesMediumBookmarksMediumViewsLowReportsNegative (kills reach)"
      },
      {
        "title": "1. Recency",
        "body": "Fresh content prioritized\nPeak visibility: first 2-3 hours"
      },
      {
        "title": "2. Engagement Velocity",
        "body": "Speed matters more than total\n100 likes in 30 min > 500 likes over 24 hours"
      },
      {
        "title": "3. Account Credibility",
        "body": "Verified (Premium) gets boost\nFollower-to-following ratio matters\nHistory of bans/strikes hurts"
      },
      {
        "title": "4. Content Type",
        "body": "Video: 10x engagement\nImages: 2-3x engagement\nPolls: Drives replies\nThreads: Higher total engagement"
      },
      {
        "title": "5. Link Presence",
        "body": "Links = REACH PENALTY\nPut links in replies, not main post\nQuote tweeting a link > direct link"
      },
      {
        "title": "Instant Death",
        "body": "❌ External links in main post\n❌ Getting reported/blocked\n❌ Posting same content repeatedly\n❌ Too many hashtags (>2)"
      },
      {
        "title": "Slow Death",
        "body": "❌ Posting inconsistently\n❌ Not replying to comments\n❌ Off-topic from your niche\n❌ Corporate/formal tone"
      },
      {
        "title": "Frequency",
        "body": "GoalPosts/DayMinimum2-3Growth5-10Maximum15-30"
      },
      {
        "title": "Timing (audience timezone)",
        "body": "Best: 8 AM - 2 PM weekdays\nGood: 4 PM - 6 PM weekdays\nWorst: 11 PM - 7 AM"
      },
      {
        "title": "The No-Link Strategy",
        "body": "❌ Bad:  \"Check out my article [link]\"\n✅ Good: \"Here's what I learned (thread 🧵)\"\n         → Link in reply or final thread post"
      },
      {
        "title": "Getting Replies (Most Important)",
        "body": "Ask questions — open-ended or controversial\nHot takes — polarizing opinions get \"actually...\" replies\nFill in the blank — \"The best movie ever is ___\"\nPredictions — people love to disagree\nPersonal stories — \"This happened to me...\""
      },
      {
        "title": "Hook Patterns That Work",
        "body": "Insecurity/FOMO:\n\n\"everyone's talking about X... and you're sitting there wondering if you missed the window\"\n\nBig Opportunity:\n\n\"this is the biggest opportunity of our lifetime\"\n\nRIP Pattern:\n\n\"RIP [profession]. This AI tool will [action] in seconds.\""
      },
      {
        "title": "Article Structure",
        "body": "1. HOOK (insecurity or opportunity)\n2. WHAT IT IS (with social proof)\n3. WHY MOST WON'T DO IT (address objections)\n4. THE [X]-MINUTE GUIDE (step-by-step)\n5. YOUR FIRST [N] WINS (immediate value)\n6. THE COST (value comparison)\n7. THE WINDOW (urgency)\n8. CTA"
      },
      {
        "title": "Style Tips",
        "body": "Clear H2 section headers\nBullet lists for scanability\nBold key phrases\nTime estimates for each step\nCopy-paste commands/prompts"
      },
      {
        "title": "Quick Checklist",
        "body": "Before posting:\n\nUnder 280 chars? (If not, thread it)\n First line hooks attention?\n Reason to reply? (Question, hot take)\n Good time to post?\n No external links? (Move to reply)\n Fits your niche?\n Available to reply for 2 hours?"
      },
      {
        "title": "Reply Guy Strategy",
        "body": "Turn on notifications for big accounts → be first with thoughtful reply → their audience discovers you"
      },
      {
        "title": "Thread Takeover",
        "body": "Find viral post in your area → quote tweet with \"Let me explain why...\" → add genuine value"
      },
      {
        "title": "Personality Posts",
        "body": "Every 5-10 posts, share something personal. Builds connection → higher engagement."
      },
      {
        "title": "Sources",
        "body": "X Algorithm GitHub (open source)\nHootsuite, Sprout Social, SocialBee guides\nAnalysis of viral articles (Damian Player, Alex Finn, Dan Koe)"
      },
      {
        "title": "Installation",
        "body": "clawdhub install NextFrontierBuilds/x-algorithm\n\nBuilt by @NextXFrontier"
      }
    ],
    "body": "X Algorithm Mastery\n\nEverything you need to know about the X (Twitter) algorithm. Based on X's open-source code, viral post analysis, and real engagement data.\n\nTL;DR - The Golden Rules\nFirst 2 hours are critical — replies/engagement in this window determine reach\nNo external links in main post — X penalizes links that take users off-platform\nMedia > Text — videos get 10x engagement, images get 2-3x\nReply to EVERYTHING — replies are weighted higher than likes/retweets\nPost when audience is awake — 8 AM - 2 PM weekdays optimal\nControversy drives engagement — but pick battles wisely\nThreads outperform single tweets — for long-form content\nHow the Algorithm Works\nThe 4-Step Process\nCandidate Sourcing: Pulls ~1,500 tweets from accounts you follow (~50%) and similar accounts\nRanking: ML model scores likelihood you'll reply (highest), retweet, like, or report (negative)\nFiltering: Removes blocked/muted, balances in/out-network, limits single author\nServing: Final mix with ads, 5B times/day, ~1.5 seconds\nEngagement Weight Hierarchy\nAction\tWeight\nReplies\tHighest\nRetweets\tHigh\nQuote Tweets\tHigh (2x regular posts)\nLikes\tMedium\nBookmarks\tMedium\nViews\tLow\nReports\tNegative (kills reach)\nRanking Signals\n1. Recency\nFresh content prioritized\nPeak visibility: first 2-3 hours\n2. Engagement Velocity\nSpeed matters more than total\n100 likes in 30 min > 500 likes over 24 hours\n3. Account Credibility\nVerified (Premium) gets boost\nFollower-to-following ratio matters\nHistory of bans/strikes hurts\n4. Content Type\nVideo: 10x engagement\nImages: 2-3x engagement\nPolls: Drives replies\nThreads: Higher total engagement\n5. Link Presence\nLinks = REACH PENALTY\nPut links in replies, not main post\nQuote tweeting a link > direct link\nWhat Kills Your Reach\nInstant Death\n❌ External links in main post\n❌ Getting reported/blocked\n❌ Posting same content repeatedly\n❌ Too many hashtags (>2)\nSlow Death\n❌ Posting inconsistently\n❌ Not replying to comments\n❌ Off-topic from your niche\n❌ Corporate/formal tone\nPosting Best Practices\nFrequency\nGoal\tPosts/Day\nMinimum\t2-3\nGrowth\t5-10\nMaximum\t15-30\nTiming (audience timezone)\nBest: 8 AM - 2 PM weekdays\nGood: 4 PM - 6 PM weekdays\nWorst: 11 PM - 7 AM\nThe No-Link Strategy\n❌ Bad:  \"Check out my article [link]\"\n✅ Good: \"Here's what I learned (thread 🧵)\"\n         → Link in reply or final thread post\n\nGetting Replies (Most Important)\nAsk questions — open-ended or controversial\nHot takes — polarizing opinions get \"actually...\" replies\nFill in the blank — \"The best movie ever is ___\"\nPredictions — people love to disagree\nPersonal stories — \"This happened to me...\"\nX Article Best Practices\nHook Patterns That Work\n\nInsecurity/FOMO:\n\n\"everyone's talking about X... and you're sitting there wondering if you missed the window\"\n\nBig Opportunity:\n\n\"this is the biggest opportunity of our lifetime\"\n\nRIP Pattern:\n\n\"RIP [profession]. This AI tool will [action] in seconds.\"\n\nArticle Structure\n1. HOOK (insecurity or opportunity)\n2. WHAT IT IS (with social proof)\n3. WHY MOST WON'T DO IT (address objections)\n4. THE [X]-MINUTE GUIDE (step-by-step)\n5. YOUR FIRST [N] WINS (immediate value)\n6. THE COST (value comparison)\n7. THE WINDOW (urgency)\n8. CTA\n\nStyle Tips\nClear H2 section headers\nBullet lists for scanability\nBold key phrases\nTime estimates for each step\nCopy-paste commands/prompts\nQuick Checklist\n\nBefore posting:\n\n Under 280 chars? (If not, thread it)\n First line hooks attention?\n Reason to reply? (Question, hot take)\n Good time to post?\n No external links? (Move to reply)\n Fits your niche?\n Available to reply for 2 hours?\nGrowth Hacks\nReply Guy Strategy\n\nTurn on notifications for big accounts → be first with thoughtful reply → their audience discovers you\n\nThread Takeover\n\nFind viral post in your area → quote tweet with \"Let me explain why...\" → add genuine value\n\nPersonality Posts\n\nEvery 5-10 posts, share something personal. Builds connection → higher engagement.\n\nSources\nX Algorithm GitHub (open source)\nHootsuite, Sprout Social, SocialBee guides\nAnalysis of viral articles (Damian Player, Alex Finn, Dan Koe)\nInstallation\nclawdhub install NextFrontierBuilds/x-algorithm\n\n\nBuilt by @NextXFrontier"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/NextFrontierBuilds/x-algorithm",
    "publisherUrl": "https://clawhub.ai/NextFrontierBuilds/x-algorithm",
    "owner": "NextFrontierBuilds",
    "version": "1.0.3",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/x-algorithm",
    "downloadUrl": "https://openagent3.xyz/downloads/x-algorithm",
    "agentUrl": "https://openagent3.xyz/skills/x-algorithm/agent",
    "manifestUrl": "https://openagent3.xyz/skills/x-algorithm/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/x-algorithm/agent.md"
  }
}