Automation Tools

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  "id": "automation-tools",
  "numericId": "E757",
  "path": "/internal/automation-tools/",
  "filePath": "internal/automation-tools.mdx",
  "title": "Automation Tools",
  "quality": 41,
  "readerImportance": 10,
  "researchImportance": 9,
  "tacticalValue": null,
  "contentFormat": "article",
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  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-20",
  "llmSummary": "Comprehensive technical documentation for wiki maintenance automation, covering page improvement workflows (Q5 standards requiring 10+ citations, 800+ words), content grading via Claude API (~\\$0.02/page), validation suite, and knowledge base system. Provides detailed command reference, cost estimates, and common workflows for maintaining content quality.",
  "description": "Complete reference for all scripts and automation workflows for maintaining wiki content",
  "ratings": {
    "novelty": 0,
    "rigor": 5,
    "actionability": 7,
    "completeness": 8
  },
  "category": "internal",
  "subcategory": null,
  "clusters": [
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  "metrics": {
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    "diagramCount": 0,
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    "bulletRatio": 0.18,
    "sectionCount": 49,
    "hasOverview": false,
    "structuralScore": 9
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  "suggestedQuality": 60,
  "updateFrequency": 60,
  "evergreen": true,
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  "unconvertedLinks": [],
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    "level": "medium",
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  "entityType": "internal",
  "redundancy": {
    "maxSimilarity": 16,
    "similarPages": [
      {
        "id": "coverage-guide",
        "title": "Page Coverage Guide",
        "path": "/internal/coverage-guide/",
        "similarity": 16
      },
      {
        "id": "about-this-wiki",
        "title": "About This Wiki",
        "path": "/internal/about-this-wiki/",
        "similarity": 12
      },
      {
        "id": "architecture",
        "title": "System Architecture",
        "path": "/internal/architecture/",
        "similarity": 12
      },
      {
        "id": "content-database",
        "title": "Content Database System",
        "path": "/internal/content-database/",
        "similarity": 12
      },
      {
        "id": "page-types",
        "title": "Page Type System",
        "path": "/internal/page-types/",
        "similarity": 12
      }
    ]
  },
  "changeHistory": [
    {
      "date": "2026-02-17",
      "branch": "claude/add-page-info-boxes-7WxMd",
      "title": "Add PageStatus and info boxes to internal pages",
      "summary": "Enabled PageStatus rendering, Data links, and Feedback widgets on internal pages by removing the `isInternal` guards in the wiki page renderer. Added `evergreen`, `update_frequency`, and `lastEdited` frontmatter to all ~40 internal pages so update schedules and staleness indicators are visible.",
      "pr": 185
    },
    {
      "date": "2026-02-15",
      "branch": "claude/review-recent-prs-tbpBf",
      "title": "Review recent PRs for bugs",
      "summary": "Audited ~20 recently merged PRs for bugs and code quality issues. Found and fixed 8 distinct bugs across multiple PRs including broken page links, unused imports, graph sync failures, unescaped dollar signs, missing error handling, and a validator that couldn't handle numeric entity IDs.",
      "pr": 138
    },
    {
      "date": "2026-02-15",
      "branch": "claude/internal-pages-infrastructure-Y2TWq",
      "title": "Internal pages entity infrastructure",
      "summary": "Added full entity infrastructure to internal pages (style guides, architecture docs, research reports, schema docs). Internal pages now have the `internal` entity type, get auto-assigned E* numeric IDs (E698-E731), are included in the search index, and participate in backlinks/related graph computation. Includes review fixes: filtering internal pages from public explore/home, converting all 7 remaining .md files, adding `internal` to data/schema.ts, and updating all `shouldSkipValidation`/`pageType === 'documentation'` checks.",
      "pr": 142
    }
  ],
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    "editHistoryCount": 3,
    "ratingsString": "N:0 R:5 A:7 C:8"
  },
  "readerRank": 587,
  "researchRank": 563,
  "recommendedScore": 108.48
}

{
  "lesswrong": "https://www.lesswrong.com/tag/automation",
  "eaForum": "https://forum.effectivealtruism.org/topics/automation"
}