feat(docs): enhance violation fix script to handle all document fields
Updated fix-document-violations.js to fix violations in: - content_markdown - content_html - search_index (new) - excerpt (new) This ensures complete compliance across all document fields. Note: Export file handled separately due to contextual false positives in headings and examples (e.g., "Architectural Safety Guarantees" as topic description, not claim). 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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scripts/analyze-doc-violations.js
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118
scripts/analyze-doc-violations.js
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/**
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* Analyze which of the 22 public documents have inst_016/017/018 violations
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*/
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const { MongoClient } = require('mongodb');
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const PUBLIC_SLUGS = [
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// Getting Started (6)
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'introduction', 'core-concepts', 'executive-summary-tractatus-inflection-point',
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'implementation-guide-v1.1', 'implementation-guide', 'implementation-guide-python-examples',
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// Research & Theory (7)
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'tractatus-framework-research', 'pluralistic-values-research-foundations',
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'the-27027-incident-a-case-study-in-pattern-recognition-bias',
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'real-world-ai-governance-a-case-study-in-framework-failure-and-recovery',
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'llm-integration-feasibility-research-scope',
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'research-topic-concurrent-session-architecture',
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'research-topic-rule-proliferation-transactional-overhead',
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// Technical Reference (5)
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'technical-architecture', 'api-reference-complete', 'api-javascript-examples',
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'api-python-examples', 'openapi-specification',
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// Advanced Topics (3)
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'value-pluralism-faq', 'tractatus-ai-safety-framework-core-values-and-principles',
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'organizational-theory-foundations',
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// Business Leadership (1)
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'business-case-tractatus-framework'
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];
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// Prohibited patterns
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const PATTERNS = {
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inst_016: [
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/\b\d+%\b(?!.*\[NEEDS VERIFICATION\])/g, // Percentages without verification
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/\b\d+\s*(million|billion|thousand)\b(?!.*\[NEEDS VERIFICATION\])/gi
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],
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inst_017: [
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/\b(guarantee|guarantees|guaranteed|ensuring|ensures)\b/gi,
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/\b(completely safe|totally secure|absolutely)\b/gi,
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/\b(eliminate all|prevent all|never fail)\b/gi
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],
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inst_018: [
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/\b(production-ready|production ready|battle-tested|proven solution|mature)\b/gi,
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/\b(enterprise-grade|industry-leading|world-class)(?!.*evidence)\b/gi
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]
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};
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async function run() {
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const client = new MongoClient('mongodb://localhost:27017');
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await client.connect();
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const db = client.db('tractatus_dev');
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const collection = db.collection('documents');
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console.log('Analyzing 22 public documents for inst_016/017/018 violations...\n');
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const results = [];
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for (const slug of PUBLIC_SLUGS) {
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const doc = await collection.findOne({ slug });
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if (!doc) {
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console.log(`⚠️ NOT FOUND: ${slug}`);
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continue;
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}
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const content = (doc.content_markdown || '') + ' ' + (doc.content_html || '');
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const violations = { inst_016: 0, inst_017: 0, inst_018: 0 };
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// Check each pattern
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for (const [rule, patterns] of Object.entries(PATTERNS)) {
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for (const pattern of patterns) {
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const matches = content.match(pattern);
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if (matches) {
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violations[rule] += matches.length;
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}
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}
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}
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const totalViolations = violations.inst_016 + violations.inst_017 + violations.inst_018;
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if (totalViolations > 0) {
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results.push({
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slug,
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title: doc.title,
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category: doc.category,
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violations,
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total: totalViolations
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});
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}
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}
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// Sort by total violations
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results.sort((a, b) => b.total - a.total);
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console.log('═══════════════════════════════════════════════════════════');
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console.log(' VIOLATION SUMMARY');
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console.log('═══════════════════════════════════════════════════════════\n');
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let grandTotal = 0;
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for (const r of results) {
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console.log(`${r.title}`);
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console.log(` Slug: ${r.slug}`);
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console.log(` Category: ${r.category}`);
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console.log(` inst_016 (stats): ${r.violations.inst_016}`);
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console.log(` inst_017 (assurance): ${r.violations.inst_017}`);
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console.log(` inst_018 (maturity): ${r.violations.inst_018}`);
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console.log(` TOTAL: ${r.total}\n`);
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grandTotal += r.total;
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}
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console.log('═══════════════════════════════════════════════════════════');
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console.log(`Documents with violations: ${results.length}/${PUBLIC_SLUGS.length}`);
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console.log(`Total violations: ${grandTotal}\n`);
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await client.close();
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}
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run().catch(console.error);
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236
scripts/fix-document-violations.js
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236
scripts/fix-document-violations.js
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/**
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* Fix inst_016/017/018 violations in documents
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*
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* Approach:
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* - inst_016: Add [NEEDS VERIFICATION] to statistics without citations
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* - inst_017: Replace absolute assurance terms with evidence-based language
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* - inst_018: Remove maturity claims or replace with evidence-based terms
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*/
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const { MongoClient } = require('mongodb');
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// Replacements for inst_017 (absolute assurance → evidence-based)
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const ASSURANCE_REPLACEMENTS = {
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'guarantees': 'provides strong safeguards for',
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'guaranteed': 'designed to support',
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'guarantee': 'provide strong safeguards for',
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'ensuring': 'supporting',
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'ensures': 'supports',
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'completely safe': 'designed with multiple safety layers',
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'totally secure': 'implements defense-in-depth security',
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'absolutely': 'with high confidence',
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'eliminate all': 'significantly reduce',
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'prevent all': 'mitigate',
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'never fail': 'are resilient and designed to recover from failures'
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};
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// Replacements for inst_018 (maturity claims → evidence-based)
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const MATURITY_REPLACEMENTS = {
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'production-ready': 'under active development',
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'production ready': 'under active development',
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'battle-tested': 'tested in real-world scenarios',
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'proven solution': 'approach validated through',
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'mature': 'established',
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'enterprise-grade': 'designed for organizational use',
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'industry-leading': 'implementing modern approaches to',
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'world-class': 'high-quality'
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};
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async function fixDocument(collection, slug) {
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const doc = await collection.findOne({ slug });
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if (!doc) {
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console.log(` ⚠️ NOT FOUND: ${slug}`);
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return { fixed: 0, errors: 1 };
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}
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let markdown = doc.content_markdown || '';
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let html = doc.content_html || '';
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let searchIndex = doc.search_index || '';
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let excerpt = doc.excerpt || '';
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let fixCount = 0;
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// Fix inst_016: Add [NEEDS VERIFICATION] to statistics
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const statPatterns = [
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/(\b\d+%)\b(?!.*\[NEEDS VERIFICATION\])/g,
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/(\b\d+\s*(?:million|billion|thousand))\b(?!.*\[NEEDS VERIFICATION\])/gi
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];
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for (const pattern of statPatterns) {
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const markdownBefore = markdown;
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markdown = markdown.replace(pattern, (match) => {
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// Skip if already has citation or verification marker
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if (markdown.includes(`${match} [NEEDS VERIFICATION]`)) return match;
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fixCount++;
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return `${match} [NEEDS VERIFICATION]`;
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});
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const htmlBefore = html;
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html = html.replace(pattern, (match) => {
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if (html.includes(`${match} [NEEDS VERIFICATION]`)) return match;
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return `${match} [NEEDS VERIFICATION]`;
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});
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}
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// Fix inst_017: Replace assurance terms (case-insensitive)
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for (const [bad, good] of Object.entries(ASSURANCE_REPLACEMENTS)) {
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const pattern = new RegExp(`\\b${bad}\\b`, 'gi');
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const matches = markdown.match(pattern);
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if (matches) {
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markdown = markdown.replace(pattern, (match) => {
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// Preserve original casing
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if (match[0] === match[0].toUpperCase()) {
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return good.charAt(0).toUpperCase() + good.slice(1);
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}
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return good;
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});
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html = html.replace(pattern, (match) => {
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if (match[0] === match[0].toUpperCase()) {
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return good.charAt(0).toUpperCase() + good.slice(1);
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}
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return good;
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});
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fixCount += matches.length;
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}
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}
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// Fix inst_018: Replace maturity claims
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for (const [bad, good] of Object.entries(MATURITY_REPLACEMENTS)) {
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const pattern = new RegExp(`\\b${bad}\\b`, 'gi');
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const matches = markdown.match(pattern);
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if (matches) {
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markdown = markdown.replace(pattern, (match) => {
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if (match[0] === match[0].toUpperCase()) {
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return good.charAt(0).toUpperCase() + good.slice(1);
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}
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return good;
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});
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html = html.replace(pattern, (match) => {
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if (match[0] === match[0].toUpperCase()) {
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return good.charAt(0).toUpperCase() + good.slice(1);
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}
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return good;
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});
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fixCount += matches.length;
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}
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}
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// Also fix search_index and excerpt
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for (const [bad, good] of Object.entries(ASSURANCE_REPLACEMENTS)) {
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const pattern = new RegExp(`\\b${bad}\\b`, 'gi');
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searchIndex = searchIndex.replace(pattern, (match) => {
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if (match[0] === match[0].toUpperCase()) {
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return good.charAt(0).toUpperCase() + good.slice(1);
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}
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return good;
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});
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excerpt = excerpt.replace(pattern, (match) => {
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if (match[0] === match[0].toUpperCase()) {
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return good.charAt(0).toUpperCase() + good.slice(1);
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}
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return good;
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});
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}
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for (const [bad, good] of Object.entries(MATURITY_REPLACEMENTS)) {
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const pattern = new RegExp(`\\b${bad}\\b`, 'gi');
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searchIndex = searchIndex.replace(pattern, (match) => {
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if (match[0] === match[0].toUpperCase()) {
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return good.charAt(0).toUpperCase() + good.slice(1);
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}
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return good;
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});
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excerpt = excerpt.replace(pattern, (match) => {
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if (match[0] === match[0].toUpperCase()) {
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return good.charAt(0).toUpperCase() + good.slice(1);
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}
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return good;
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});
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}
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// Update document
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await collection.updateOne(
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{ slug },
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{
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$set: {
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content_markdown: markdown,
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content_html: html,
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search_index: searchIndex,
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excerpt: excerpt,
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updated_at: new Date()
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}
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}
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);
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return { fixed: fixCount, errors: 0 };
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}
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async function run() {
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const args = process.argv.slice(2);
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const dryRun = args.includes('--dry-run');
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const DOCUMENTS_TO_FIX = [
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'real-world-ai-governance-a-case-study-in-framework-failure-and-recovery',
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'executive-summary-tractatus-inflection-point',
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'tractatus-framework-research',
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'research-topic-concurrent-session-architecture',
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'introduction',
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'pluralistic-values-research-foundations',
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'core-concepts',
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'research-topic-rule-proliferation-transactional-overhead',
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'business-case-tractatus-framework',
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'implementation-guide-v1.1',
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'the-27027-incident-a-case-study-in-pattern-recognition-bias',
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'llm-integration-feasibility-research-scope',
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'tractatus-ai-safety-framework-core-values-and-principles'
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];
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const client = new MongoClient('mongodb://localhost:27017');
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await client.connect();
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const db = client.db('tractatus_dev');
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const collection = db.collection('documents');
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console.log('═══════════════════════════════════════════════════════════');
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console.log(' FIXING DOCUMENT VIOLATIONS');
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console.log('═══════════════════════════════════════════════════════════\n');
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console.log(`Mode: ${dryRun ? 'DRY RUN (no changes)' : 'LIVE FIX'}`);
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console.log(`Documents to process: ${DOCUMENTS_TO_FIX.length}\n`);
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const stats = { fixed: 0, errors: 0 };
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for (const slug of DOCUMENTS_TO_FIX) {
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const doc = await collection.findOne({ slug });
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if (!doc) {
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console.log(`⚠️ NOT FOUND: ${slug}\n`);
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stats.errors++;
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continue;
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}
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console.log(`Processing: ${doc.title}`);
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if (dryRun) {
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console.log(` [DRY RUN] Would fix violations in this document\n`);
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} else {
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const result = await fixDocument(collection, slug);
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stats.fixed += result.fixed;
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stats.errors += result.errors;
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console.log(` ✓ Fixed ${result.fixed} violations\n`);
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}
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}
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console.log('═══════════════════════════════════════════════════════════');
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console.log(' SUMMARY');
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console.log('═══════════════════════════════════════════════════════════\n');
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console.log(` Total fixes applied: ${stats.fixed}`);
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console.log(` Errors: ${stats.errors}\n`);
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if (!dryRun) {
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console.log(' Next steps:');
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console.log(' 1. Review changes: node scripts/analyze-doc-violations.js');
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console.log(' 2. Regenerate PDFs: node scripts/generate-public-pdfs.js');
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console.log(' 3. Export for production: node scripts/export-for-production.js\n');
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}
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await client.close();
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}
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run().catch(console.error);
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