Cross-Link Automation Proposal

{
  "id": "cross-link-automation-proposal",
  "wikiId": "E745",
  "path": "/internal/reports/cross-link-automation-proposal/",
  "filePath": "internal/reports/cross-link-automation-proposal.mdx",
  "title": "Cross-Link Automation Proposal",
  "quality": 54,
  "readerImportance": 10,
  "researchImportance": 14.5,
  "tacticalValue": null,
  "contentFormat": "article",
  "causalLevel": null,
  "lastUpdated": "2026-02-03",
  "dateCreated": "2026-02-20",
  "summary": "Technical proposal for three-phase wiki cross-linking automation: Phase 1 (deterministic matching, implemented) found 546 matches across 236 files; Phase 2 proposes vector embeddings (LanceDB recommended, ~\\$0.002 cost for 500 entities); Phase 3 adds LLM verification (~\\$0.06 for 2,500 verifications using Haiku). Total implementation estimated at 10 hours with monthly costs under \\$0.02.",
  "description": "Technical proposal for automated cross-linking improvements using vector embeddings and LLM verification",
  "ratings": {
    "focus": 8.5,
    "novelty": 2,
    "rigor": 6.5,
    "completeness": 7,
    "concreteness": 8,
    "actionability": 7.5
  },
  "category": "reports",
  "subcategory": "research",
  "clusters": [
    "ai-safety"
  ],
  "metrics": {
    "wordCount": 634,
    "tableCount": 3,
    "diagramCount": 0,
    "internalLinks": 0,
    "externalLinks": 0,
    "footnoteCount": 0,
    "bulletRatio": 0.38,
    "sectionCount": 21,
    "hasOverview": false,
    "structuralScore": 6
  },
  "suggestedQuality": 40,
  "updateFrequency": null,
  "evergreen": false,
  "wordCount": 634,
  "unconvertedLinks": [],
  "unconvertedLinkCount": 0,
  "convertedLinkCount": 0,
  "backlinkCount": 0,
  "hallucinationRisk": {
    "level": "medium",
    "score": 60,
    "factors": [
      "no-citations",
      "few-external-sources"
    ]
  },
  "redundancy": {
    "maxSimilarity": 0,
    "similarPages": []
  },
  "changeHistory": [
    {
      "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": 3,
    "total": 13,
    "targets": {
      "tables": 3,
      "diagrams": 0,
      "internalLinks": 5,
      "externalLinks": 3,
      "footnotes": 2,
      "references": 2
    },
    "actuals": {
      "tables": 3,
      "diagrams": 0,
      "internalLinks": 0,
      "externalLinks": 0,
      "footnotes": 0,
      "references": 0,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "summary": "green",
      "schedule": "red",
      "entity": "red",
      "editHistory": "green",
      "overview": "red",
      "tables": "green",
      "diagrams": "red",
      "internalLinks": "red",
      "externalLinks": "red",
      "footnotes": "red",
      "references": "red",
      "quotes": "red",
      "accuracy": "red"
    },
    "editHistoryCount": 1,
    "ratingsString": "N:2 R:6.5 A:7.5 C:7"
  },
  "readerRank": 584,
  "researchRank": 522,
  "recommendedScore": 116.56
}

No external links

No backlinks