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Longterm Wiki has not been actively maintained since May 2026. Some data is still updated occasionally, but please don't rely on this site being current or accurate.
Longterm Wiki

Automation Tools

automation-toolsinternalPath: /internal/automation-tools/
E757Entity ID (EID)
← Back to page7 backlinksQuality: 41Updated: 2026-03-21
Page Recorddatabase.json — merged from MDX frontmatter + Entity YAML + computed metrics at build time
{
  "id": "automation-tools",
  "wikiId": "E757",
  "path": "/internal/automation-tools/",
  "filePath": "internal/automation-tools.mdx",
  "title": "Automation Tools",
  "quality": 41,
  "readerImportance": 10,
  "researchImportance": 9,
  "tacticalValue": null,
  "contentFormat": "article",
  "causalLevel": null,
  "lastUpdated": "2026-03-21",
  "dateCreated": "2026-02-20",
  "summary": "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 based on Sonnet 4.5 rates), 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,
    "completeness": 8,
    "actionability": 7
  },
  "category": "internal",
  "subcategory": null,
  "clusters": [
    "ai-safety"
  ],
  "metrics": {
    "wordCount": 1726,
    "tableCount": 10,
    "diagramCount": 0,
    "internalLinks": 4,
    "externalLinks": 5,
    "footnoteCount": 5,
    "bulletRatio": 0.17,
    "sectionCount": 49,
    "hasOverview": false,
    "structuralScore": 13
  },
  "suggestedQuality": 87,
  "updateFrequency": 60,
  "evergreen": true,
  "wordCount": 1726,
  "unconvertedLinks": [],
  "unconvertedLinkCount": 0,
  "convertedLinkCount": 0,
  "backlinkCount": 7,
  "hallucinationRisk": {
    "level": "medium",
    "score": 40,
    "factors": []
  },
  "entityType": "internal",
  "redundancy": {
    "maxSimilarity": 15,
    "similarPages": [
      {
        "id": "coverage-guide",
        "title": "Page Coverage Guide",
        "path": "/internal/coverage-guide/",
        "similarity": 15
      },
      {
        "id": "about-this-wiki",
        "title": "About This Wiki",
        "path": "/internal/about-this-wiki/",
        "similarity": 13
      },
      {
        "id": "architecture",
        "title": "System Architecture",
        "path": "/internal/architecture/",
        "similarity": 13
      },
      {
        "id": "data-architecture-overview",
        "title": "Data Architecture Overview",
        "path": "/internal/data-architecture-overview/",
        "similarity": 13
      },
      {
        "id": "citation-architecture",
        "title": "Citation Architecture: Current State & Unified Proposal",
        "path": "/internal/citation-architecture/",
        "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
    }
  ],
  "coverage": {
    "passing": 5,
    "total": 13,
    "targets": {
      "tables": 7,
      "diagrams": 1,
      "internalLinks": 14,
      "externalLinks": 9,
      "footnotes": 5,
      "references": 5
    },
    "actuals": {
      "tables": 10,
      "diagrams": 0,
      "internalLinks": 4,
      "externalLinks": 5,
      "footnotes": 5,
      "references": 0,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "summary": "green",
      "schedule": "green",
      "entity": "red",
      "editHistory": "green",
      "overview": "red",
      "tables": "green",
      "diagrams": "red",
      "internalLinks": "amber",
      "externalLinks": "amber",
      "footnotes": "green",
      "references": "red",
      "quotes": "red",
      "accuracy": "red"
    },
    "editHistoryCount": 3,
    "ratingsString": "N:0 R:5 A:7 C:8"
  },
  "readerRank": 580,
  "researchRank": 552,
  "recommendedScore": 92.04
}
External Links
{
  "lesswrong": "https://www.lesswrong.com/tag/automation",
  "eaForum": "https://forum.effectivealtruism.org/topics/automation"
}
Backlinks (7)
idtitletyperelationship
longterm-wikiLongterm Wikiproject—
about-this-wikiAbout This Wikiconcept—
architectureSystem Architectureconcept—
content-databaseContent Database Systemconcept—
content-pipelines-hubContent Pipelinesconcept—
documentation-maintenanceDocumentation Maintenanceconcept—
__index__/internalInternalconcept—