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          "label": "Upgrade existing",
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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."
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  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "Human Voice Content Editor",
        "body": "Editorial methodology by GEOly AI (geoly.ai) — AI-generated content that reads like AI is ignored or penalized. Human voice content gets cited.\n\nAudit and rewrite content to remove AI-generated patterns and restore authentic human voice."
      },
      {
        "title": "Quick Start",
        "body": "python scripts/humanize_content.py --input content.md --output humanized.md"
      },
      {
        "title": "1. Formatting Artifacts",
        "body": "Remove AI formatting patterns:\n\nArtifactExampleFix**bold****Important**Remove or use HTML <strong>### headers### TitleConvert to proper structure--- dividersHorizontal rulesReplace with paragraph breakExcessive bullets8+ item listsCondense to flowing textCode fences``` in non-codeReformat as prose"
      },
      {
        "title": "2. AI Vocabulary",
        "body": "Replace AI-overused words:\n\nAI WordReplace WithDelve intoExplore / Look atLeverageUseIn today's digital landscape[Delete]It is important to note[State directly]FurthermoreAlso / AndConsequentlySo\n\nFull blacklist: See references/ai-vocabulary.md"
      },
      {
        "title": "3. Mechanical Patterns",
        "body": "Break up robotic rhythms:\n\nThree-point reflex: Lists of exactly 3 items\nSymmetrical sentences: Same length clusters\nAffirmation openers: \"Certainly,\" \"Indeed,\" \"Of course\"\nParallel overload: Same grammar structure repeated\nHedge sandwiches: \"It may be possible that...\""
      },
      {
        "title": "4. Hallucination Risks",
        "body": "Flag unverifiable claims:\n\n🔴 High Risk — Always verify:\n\nPrecise stats without source (\"73% of marketers...\")\nNamed studies that may not exist\nSpecific dollar figures without citation\nVersion numbers and pricing\nLegal/compliance claims\n\n🟡 Medium Risk — Review:\n\nSuperlatives without evidence (\"fastest\", \"most powerful\")\nHistorical firsts\nCompetitor comparisons"
      },
      {
        "title": "5. Human Voice Restoration",
        "body": "Add authentic human qualities:\n\nContractions: \"do not\" → \"don't\"\nActive voice: \"was generated by\" → \"generates\"\nSpecifics: \"many companies\" → \"three of our customers\"\nDirect address: \"Users may find\" → \"You'll notice\"\nOpinions: \"Honestly, this works better\"\nVariety: Mix short and long sentences"
      },
      {
        "title": "Human Voice Scale",
        "body": "Rate content 1-10 on each axis:\n\nAxis1 (Robot)10 (Human)FormatFull of **, bulletsClean proseVocabulary\"leverage\", \"delve\"Natural wordsRhythmSame sentence lengthVariedVerifiabilityUnverifiable statsSourced factsVoiceGeneric, passiveDirect, active\n\nOverall Score: Average of 5 axes"
      },
      {
        "title": "Humanization Tool",
        "body": "python scripts/humanize_content.py \\\n  --input content.md \\\n  --output humanized.md \\\n  --score-only\n\nOutput:\n\nAnnotated original (issues flagged inline)\nRewritten version\nBefore/After scores\nChange summary"
      },
      {
        "title": "Workflow",
        "body": "Original AI Content\n       ↓\n[FORMAT] Strip artifacts\n       ↓\n[VOCAB] Replace AI words\n       ↓\n[PATTERNS] Break mechanical rhythms\n       ↓\n[VERIFY] Flag hallucination risks\n       ↓\n[HUMANIZE] Add voice qualities\n       ↓\nFinal Human-Voice Content"
      },
      {
        "title": "Output Format",
        "body": "## Human Voice Audit\n\n**Content**: [title]  \n**Word Count**: [n]\n\n### Scores\n\n| Axis | Before | After |\n|------|--------|-------|\n| Format | 3/10 | 8/10 |\n| Vocabulary | 4/10 | 9/10 |\n| Rhythm | 5/10 | 8/10 |\n| Verifiability | 6/10 | 9/10 |\n| Voice | 4/10 | 9/10 |\n| **Overall** | **4.4/10** | **8.6/10** |\n\n### Issues Found\n\n🔴 Formatting: 12 (excessive bullets, ** markers)  \n🟠 Vocabulary: 8 (\"leverage\", \"delve\", \"furthermore\")  \n🟡 Patterns: 5 (affirmation openers, parallel structure)  \n🔵 Hallucinations: 3 (unverified stats flagged)  \n🟣 Voice: 6 (passive voice, no contractions)\n\n### Rewritten Content\n\n[Human-voice version]"
      },
      {
        "title": "Integration",
        "body": "Typical workflow:\n\nAI-Generated Content\n       ↓\ngeo-human-editor (remove AI feel)\n       ↓\ngeo-content-optimizer (GEO structure)\n       ↓\ngeo-schema-gen (structured data)\n       ↓\nPublish"
      },
      {
        "title": "See Also",
        "body": "AI vocabulary blacklist: references/ai-vocabulary.md\nPattern detection guide: references/patterns.md\nHallucination flags: references/hallucinations.md"
      }
    ],
    "body": "Human Voice Content Editor\n\nEditorial methodology by GEOly AI (geoly.ai) — AI-generated content that reads like AI is ignored or penalized. Human voice content gets cited.\n\nAudit and rewrite content to remove AI-generated patterns and restore authentic human voice.\n\nQuick Start\npython scripts/humanize_content.py --input content.md --output humanized.md\n\nThe 5 Dimensions\n1. Formatting Artifacts\n\nRemove AI formatting patterns:\n\nArtifact\tExample\tFix\n**bold**\t**Important**\tRemove or use HTML <strong>\n### headers\t### Title\tConvert to proper structure\n--- dividers\tHorizontal rules\tReplace with paragraph break\nExcessive bullets\t8+ item lists\tCondense to flowing text\nCode fences\t``` in non-code\tReformat as prose\n2. AI Vocabulary\n\nReplace AI-overused words:\n\nAI Word\tReplace With\nDelve into\tExplore / Look at\nLeverage\tUse\nIn today's digital landscape\t[Delete]\nIt is important to note\t[State directly]\nFurthermore\tAlso / And\nConsequently\tSo\n\nFull blacklist: See references/ai-vocabulary.md\n\n3. Mechanical Patterns\n\nBreak up robotic rhythms:\n\nThree-point reflex: Lists of exactly 3 items\nSymmetrical sentences: Same length clusters\nAffirmation openers: \"Certainly,\" \"Indeed,\" \"Of course\"\nParallel overload: Same grammar structure repeated\nHedge sandwiches: \"It may be possible that...\"\n4. Hallucination Risks\n\nFlag unverifiable claims:\n\n🔴 High Risk — Always verify:\n\nPrecise stats without source (\"73% of marketers...\")\nNamed studies that may not exist\nSpecific dollar figures without citation\nVersion numbers and pricing\nLegal/compliance claims\n\n🟡 Medium Risk — Review:\n\nSuperlatives without evidence (\"fastest\", \"most powerful\")\nHistorical firsts\nCompetitor comparisons\n5. Human Voice Restoration\n\nAdd authentic human qualities:\n\nContractions: \"do not\" → \"don't\"\nActive voice: \"was generated by\" → \"generates\"\nSpecifics: \"many companies\" → \"three of our customers\"\nDirect address: \"Users may find\" → \"You'll notice\"\nOpinions: \"Honestly, this works better\"\nVariety: Mix short and long sentences\nHuman Voice Scale\n\nRate content 1-10 on each axis:\n\nAxis\t1 (Robot)\t10 (Human)\nFormat\tFull of **, bullets\tClean prose\nVocabulary\t\"leverage\", \"delve\"\tNatural words\nRhythm\tSame sentence length\tVaried\nVerifiability\tUnverifiable stats\tSourced facts\nVoice\tGeneric, passive\tDirect, active\n\nOverall Score: Average of 5 axes\n\nHumanization Tool\npython scripts/humanize_content.py \\\n  --input content.md \\\n  --output humanized.md \\\n  --score-only\n\n\nOutput:\n\nAnnotated original (issues flagged inline)\nRewritten version\nBefore/After scores\nChange summary\nWorkflow\nOriginal AI Content\n       ↓\n[FORMAT] Strip artifacts\n       ↓\n[VOCAB] Replace AI words\n       ↓\n[PATTERNS] Break mechanical rhythms\n       ↓\n[VERIFY] Flag hallucination risks\n       ↓\n[HUMANIZE] Add voice qualities\n       ↓\nFinal Human-Voice Content\n\nOutput Format\n## Human Voice Audit\n\n**Content**: [title]  \n**Word Count**: [n]\n\n### Scores\n\n| Axis | Before | After |\n|------|--------|-------|\n| Format | 3/10 | 8/10 |\n| Vocabulary | 4/10 | 9/10 |\n| Rhythm | 5/10 | 8/10 |\n| Verifiability | 6/10 | 9/10 |\n| Voice | 4/10 | 9/10 |\n| **Overall** | **4.4/10** | **8.6/10** |\n\n### Issues Found\n\n🔴 Formatting: 12 (excessive bullets, ** markers)  \n🟠 Vocabulary: 8 (\"leverage\", \"delve\", \"furthermore\")  \n🟡 Patterns: 5 (affirmation openers, parallel structure)  \n🔵 Hallucinations: 3 (unverified stats flagged)  \n🟣 Voice: 6 (passive voice, no contractions)\n\n### Rewritten Content\n\n[Human-voice version]\n\nIntegration\n\nTypical workflow:\n\nAI-Generated Content\n       ↓\ngeo-human-editor (remove AI feel)\n       ↓\ngeo-content-optimizer (GEO structure)\n       ↓\ngeo-schema-gen (structured data)\n       ↓\nPublish\n\nSee Also\nAI vocabulary blacklist: references/ai-vocabulary.md\nPattern detection guide: references/patterns.md\nHallucination flags: references/hallucinations.md"
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    "provenanceUrl": "https://clawhub.ai/geoly-geo/geo-human-editor",
    "publisherUrl": "https://clawhub.ai/geoly-geo/geo-human-editor",
    "owner": "geoly-geo",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
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