aiwg/tools/writing/expand-patterns.mjs

Deployment tool and support utility for AI context. Copies agents, skills, commands, rules, and behaviors into the paths each AI platform reads (Claude Code, Codex, Copilot, Cursor, Warp, OpenClaw, and 6 more) so one source of truth works across 10 platfo

#!/usr/bin/env node
/**
 * Script to expand pattern databases to meet the 500+ requirement for issue #8
 */

import { readFileSync, writeFileSync } from 'fs';
import { join, dirname } from 'path';
import { fileURLToPath } from 'url';

const __dirname = dirname(fileURLToPath(import.meta.url));
const patternsDir = join(__dirname, '../../src/writing/patterns');

// Additional hedging language patterns (batch 1)
const additionalHedging = [
  { id: "hedge-026", pattern: "would appear to", subcategory: "appearance-verbs", severity: "medium", confidence: 0.80, context: "Tentative observation" },
  { id: "hedge-027", pattern: "seems like", subcategory: "appearance-verbs", severity: "medium", confidence: 0.78, context: "Informal hedge" },
  { id: "hedge-028", pattern: "looks like", subcategory: "appearance-verbs", severity: "low", confidence: 0.72, context: "Visual/informal hedge" },
  { id: "hedge-029", pattern: "kind of", subcategory: "informal-hedges", severity: "medium", confidence: 0.75, context: "Casual vagueness" },
  { id: "hedge-030", pattern: "sort of", subcategory: "informal-hedges", severity: "medium", confidence: 0.75, context: "Casual vagueness" },
  { id: "hedge-031", pattern: "more or less", subcategory: "approximation", severity: "medium", confidence: 0.79, context: "Vague approximation" },
  { id: "hedge-032", pattern: "basically", subcategory: "simplification-hedges", severity: "low", confidence: 0.68, context: "Often unnecessary" },
  { id: "hedge-033", pattern: "essentially", subcategory: "simplification-hedges", severity: "low", confidence: 0.69, context: "Often unnecessary" },
  { id: "hedge-034", pattern: "virtually", subcategory: "approximation", severity: "medium", confidence: 0.76, context: "Near-complete claim" },
  { id: "hedge-035", pattern: "largely", subcategory: "extent-qualifiers", severity: "medium", confidence: 0.74, context: "Vague extent" },
  { id: "hedge-036", pattern: "mostly", subcategory: "extent-qualifiers", severity: "low", confidence: 0.70, context: "Acceptable with specifics" },
  { id: "hedge-037", pattern: "typically", subcategory: "frequency-hedges", severity: "low", confidence: 0.68, context: "Common pattern" },
  { id: "hedge-038", pattern: "usually", subcategory: "frequency-hedges", severity: "low", confidence: 0.67, context: "Common pattern" },
  { id: "hedge-039", pattern: "often", subcategory: "frequency-hedges", severity: "low", confidence: 0.66, context: "Frequency claim" },
  { id: "hedge-040", pattern: "sometimes", subcategory: "frequency-hedges", severity: "low", confidence: 0.65, context: "Vague frequency" },
  { id: "hedge-041", pattern: "can sometimes", subcategory: "modal-stacking", severity: "medium", confidence: 0.78, context: "Double hedge" },
  { id: "hedge-042", pattern: "may sometimes", subcategory: "modal-stacking", severity: "medium", confidence: 0.77, context: "Double hedge" },
  { id: "hedge-043", pattern: "might sometimes", subcategory: "modal-stacking", severity: "medium", confidence: 0.76, context: "Double hedge" },
  { id: "hedge-044", pattern: "could sometimes", subcategory: "modal-stacking", severity: "medium", confidence: 0.75, context: "Double hedge" },
  { id: "hedge-045", pattern: "presumably", subcategory: "assumption-hedges", severity: "medium", confidence: 0.77, context: "Unverified assumption" },
  { id: "hedge-046", pattern: "apparently", subcategory: "assumption-hedges", severity: "medium", confidence: 0.76, context: "Uncertain observation" },
  { id: "hedge-047", pattern: "supposedly", subcategory: "assumption-hedges", severity: "medium", confidence: 0.75, context: "Skeptical hedge" },
  { id: "hedge-048", pattern: "allegedly", subcategory: "assumption-hedges", severity: "medium", confidence: 0.74, context: "Distancing language" },
  { id: "hedge-049", pattern: "ostensibly", subcategory: "assumption-hedges", severity: "medium", confidence: 0.73, context: "Formal skepticism" },
  { id: "hedge-050", pattern: "it would seem", subcategory: "appearance-verbs", severity: "medium", confidence: 0.79, context: "Formal hedge" },
  { id: "hedge-051", pattern: "one could argue", subcategory: "argumentation-hedges", severity: "high", confidence: 0.85, context: "Distance from claim" },
  { id: "hedge-052", pattern: "there is reason to believe", subcategory: "belief-hedges", severity: "high", confidence: 0.82, context: "Indirect assertion" },
  { id: "hedge-053", pattern: "it is conceivable", subcategory: "possibility-hedges", severity: "high", confidence: 0.81, context: "Weak possibility" },
  { id: "hedge-054", pattern: "it is plausible", subcategory: "possibility-hedges", severity: "medium", confidence: 0.78, context: "Reasonable guess" },
  { id: "hedge-055", pattern: "it is not unreasonable", subcategory: "litotes-hedges", severity: "high", confidence: 0.83, context: "Double negative hedge" },
  { id: "hedge-056", pattern: "it is not impossible", subcategory: "litotes-hedges", severity: "high", confidence: 0.82, context: "Weak positive via negative" },
  { id: "hedge-057", pattern: "it is not unlikely", subcategory: "litotes-hedges", severity: "high", confidence: 0.81, context: "Confusing double negative" },
  { id: "hedge-058", pattern: "for the most part", subcategory: "extent-qualifiers", severity: "medium", confidence: 0.75, context: "Vague majority claim" },
  { id: "hedge-059", pattern: "by and large", subcategory: "extent-qualifiers", severity: "medium", confidence: 0.74, context: "Vague generalization" },
  { id: "hedge-060", pattern: "in general", subcategory: "generalization-hedges", severity: "low", confidence: 0.70, context: "Acceptable with specifics" },
  { id: "hedge-061", pattern: "on the whole", subcategory: "extent-qualifiers", severity: "medium", confidence: 0.73, context: "Vague summary" },
  { id: "hedge-062", pattern: "as a rule", subcategory: "generalization-hedges", severity: "low", confidence: 0.71, context: "Pattern claim" },
  { id: "hedge-063", pattern: "for all intents and purposes", subcategory: "approximation", severity: "high", confidence: 0.80, context: "Wordy approximation" },
  { id: "hedge-064", pattern: "to all intents and purposes", subcategory: "approximation", severity: "high", confidence: 0.79, context: "British variant" },
  { id: "hedge-065", pattern: "in a sense", subcategory: "qualification-hedges", severity: "medium", confidence: 0.76, context: "Partial agreement" },
  { id: "hedge-066", pattern: "in a way", subcategory: "qualification-hedges", severity: "medium", confidence: 0.75, context: "Partial agreement" },
  { id: "hedge-067", pattern: "up to a point", subcategory: "extent-qualifiers", severity: "medium", confidence: 0.77, context: "Limited agreement" },
  { id: "hedge-068", pattern: "within limits", subcategory: "extent-qualifiers", severity: "medium", confidence: 0.74, context: "Bounded claim" },
  { id: "hedge-069", pattern: "with certain reservations", subcategory: "qualification-hedges", severity: "high", confidence: 0.80, context: "Qualified agreement" },
  { id: "hedge-070", pattern: "with some exceptions", subcategory: "qualification-hedges", severity: "medium", confidence: 0.73, context: "Non-universal claim" },
  { id: "hedge-071", pattern: "barring unforeseen circumstances", subcategory: "conditional-hedges", severity: "high", confidence: 0.79, context: "Formal caveat" },
  { id: "hedge-072", pattern: "all things being equal", subcategory: "conditional-hedges", severity: "high", confidence: 0.78, context: "Idealized condition" },
  { id: "hedge-073", pattern: "other things being equal", subcategory: "conditional-hedges", severity: "high", confidence: 0.77, context: "Ceteris paribus" },
  { id: "hedge-074", pattern: "under normal circumstances", subcategory: "conditional-hedges", severity: "medium", confidence: 0.75, context: "Conditional claim" },
  { id: "hedge-075", pattern: "under certain conditions", subcategory: "conditional-hedges", severity: "medium", confidence: 0.74, context: "Vague conditions" }
];

// Additional formulaic structures
const additionalFormulaic = [
  { id: "structure-021", pattern: "As discussed above", subcategory: "reference-phrases", severity: "medium", confidence: 0.79, context: "Self-referential" },
  { id: "structure-022", pattern: "As mentioned earlier", subcategory: "reference-phrases", severity: "medium", confidence: 0.78, context: "Self-referential" },
  { id: "structure-023", pattern: "As noted previously", subcategory: "reference-phrases", severity: "medium", confidence: 0.77, context: "Self-referential" },
  { id: "structure-024", pattern: "As shown above", subcategory: "reference-phrases", severity: "low", confidence: 0.70, context: "Reference (acceptable)" },
  { id: "structure-025", pattern: "As we will see", subcategory: "forward-reference", severity: "medium", confidence: 0.75, context: "Preview language" },
  { id: "structure-026", pattern: "As we shall see", subcategory: "forward-reference", severity: "high", confidence: 0.80, context: "Formal preview" },
  { id: "structure-027", pattern: "It is important to", subcategory: "importance-claims", severity: "high", confidence: 0.85, context: "Meta-importance" },
  { id: "structure-028", pattern: "It is crucial to", subcategory: "importance-claims", severity: "high", confidence: 0.84, context: "Strong meta-claim" },
  { id: "structure-029", pattern: "It is essential to", subcategory: "importance-claims", severity: "high", confidence: 0.83, context: "Strong meta-claim" },
  { id: "structure-030", pattern: "It is necessary to", subcategory: "importance-claims", severity: "medium", confidence: 0.79, context: "Necessity claim" },
  { id: "structure-031", pattern: "It must be noted", subcategory: "emphasis-markers", severity: "high", confidence: 0.82, context: "Forced emphasis" },
  { id: "structure-032", pattern: "It should be noted", subcategory: "emphasis-markers", severity: "high", confidence: 0.81, context: "Passive emphasis" },
  { id: "structure-033", pattern: "It is interesting to note", subcategory: "interest-claims", severity: "high", confidence: 0.84, context: "Self-proclaimed interest" },
  { id: "structure-034", pattern: "It is noteworthy that", subcategory: "interest-claims", severity: "high", confidence: 0.83, context: "Self-proclaimed note" },
  { id: "structure-035", pattern: "It is significant that", subcategory: "significance-claims", severity: "high", confidence: 0.82, context: "Claimed significance" },
  { id: "structure-036", pattern: "What this means is", subcategory: "explanation-phrases", severity: "medium", confidence: 0.77, context: "Obvious explanation" },
  { id: "structure-037", pattern: "What this shows is", subcategory: "explanation-phrases", severity: "medium", confidence: 0.76, context: "Obvious conclusion" },
  { id: "structure-038", pattern: "What we see here is", subcategory: "explanation-phrases", severity: "medium", confidence: 0.75, context: "Pointing out obvious" },
  { id: "structure-039", pattern: "The key takeaway is", subcategory: "summary-phrases", severity: "medium", confidence: 0.78, context: "Formulaic summary" },
  { id: "structure-040", pattern: "The bottom line is", subcategory: "summary-phrases", severity: "medium", confidence: 0.77, context: "Business cliche" },
  { id: "structure-041", pattern: "At the core of", subcategory: "centrality-claims", severity: "medium", confidence: 0.76, context: "Core metaphor" },
  { id: "structure-042", pattern: "Central to this is", subcategory: "centrality-claims", severity: "medium", confidence: 0.75, context: "Centrality claim" },
  { id: "structure-043", pattern: "Fundamental to this is", subcategory: "centrality-claims", severity: "medium", confidence: 0.74, context: "Foundation claim" },
  { id: "structure-044", pattern: "The reality is", subcategory: "truth-claims", severity: "medium", confidence: 0.79, context: "Asserting reality" },
  { id: "structure-045", pattern: "The truth is", subcategory: "truth-claims", severity: "medium", confidence: 0.78, context: "Asserting truth" },
  { id: "structure-046", pattern: "The fact is", subcategory: "truth-claims", severity: "medium", confidence: 0.77, context: "Asserting fact" },
  { id: "structure-047", pattern: "The point is", subcategory: "emphasis-markers", severity: "medium", confidence: 0.76, context: "Direct emphasis" },
  { id: "structure-048", pattern: "The thing is", subcategory: "informal-intro", severity: "medium", confidence: 0.75, context: "Casual intro" },
  { id: "structure-049", pattern: "Here's the thing", subcategory: "informal-intro", severity: "medium", confidence: 0.74, context: "Casual emphasis" },
  { id: "structure-050", pattern: "The question is", subcategory: "rhetorical-setup", severity: "medium", confidence: 0.73, context: "Rhetorical setup" },
  { id: "structure-051", pattern: "This raises the question", subcategory: "rhetorical-setup", severity: "medium", confidence: 0.76, context: "Question intro" },
  { id: "structure-052", pattern: "This begs the question", subcategory: "rhetorical-setup", severity: "high", confidence: 0.80, context: "Often misused phrase" },
  { id: "structure-053", pattern: "One thing is clear", subcategory: "assertion-phrases", severity: "high", confidence: 0.81, context: "Forced clarity" },
  { id: "structure-054", pattern: "One thing is certain", subcategory: "assertion-phrases", severity: "high", confidence: 0.80, context: "Forced certainty" },
  { id: "structure-055", pattern: "There is no doubt", subcategory: "certainty-claims", severity: "high", confidence: 0.82, context: "Overclaimed certainty" }
];

// Additional generic adjectives
const additionalAdjectives = [
  { id: "adj-026", pattern: "\\bseamless\\b", subcategory: "quality-vagueness", severity: "high", confidence: 0.87, context: "Integration buzzword" },
  { id: "adj-027", pattern: "\\bholistic\\b", subcategory: "scope-vagueness", severity: "high", confidence: 0.85, context: "Vague completeness" },
  { id: "adj-028", pattern: "\\bsynergistic\\b", subcategory: "buzzwords", severity: "critical", confidence: 0.93, context: "Corporate buzzword" },
  { id: "adj-029", pattern: "\\bstrategic\\b", subcategory: "business-vagueness", severity: "medium", confidence: 0.78, context: "Often overused" },
  { id: "adj-030", pattern: "\\bpivotal\\b", subcategory: "importance-claims", severity: "high", confidence: 0.82, context: "Importance claim" },
  { id: "adj-031", pattern: "\\bcritical\\b", subcategory: "importance-claims", severity: "medium", confidence: 0.76, context: "Often overstated" },
  { id: "adj-032", pattern: "\\bparamount\\b", subcategory: "importance-claims", severity: "high", confidence: 0.84, context: "Strong importance" },
  { id: "adj-033", pattern: "\\bindispensable\\b", subcategory: "necessity-claims", severity: "high", confidence: 0.83, context: "Necessity claim" },
  { id: "adj-034", pattern: "\\bimperative\\b", subcategory: "necessity-claims", severity: "high", confidence: 0.82, context: "Strong necessity" },
  { id: "adj-035", pattern: "\\bfundamental\\b", subcategory: "foundation-claims", severity: "medium", confidence: 0.77, context: "Foundation claim" },
  { id: "adj-036", pattern: "\\bcore\\b", subcategory: "foundation-claims", severity: "low", confidence: 0.70, context: "Acceptable if accurate" },
  { id: "adj-037", pattern: "\\bkey\\b", subcategory: "importance-claims", severity: "low", confidence: 0.68, context: "Common but vague" },
  { id: "adj-038", pattern: "\\bmajor\\b", subcategory: "scale-vagueness", severity: "low", confidence: 0.69, context: "Vague scale" },
  { id: "adj-039", pattern: "\\bminor\\b", subcategory: "scale-vagueness", severity: "low", confidence: 0.67, context: "Vague scale" },
  { id: "adj-040", pattern: "\\bsubstantial\\b", subcategory: "quantity-vagueness", severity: "medium", confidence: 0.78, context: "Vague quantity" },
  { id: "adj-041", pattern: "\\bconsiderable\\b", subcategory: "quantity-vagueness", severity: "medium", confidence: 0.77, context: "Vague quantity" },
  { id: "adj-042", pattern: "\\bsizeable\\b", subcategory: "quantity-vagueness", severity: "medium", confidence: 0.76, context: "Vague size" },
  { id: "adj-043", pattern: "\\bmodest\\b", subcategory: "quantity-vagueness", severity: "low", confidence: 0.71, context: "Understated quantity" },
  { id: "adj-044", pattern: "\\bnotable\\b", subcategory: "significance-claims", severity: "medium", confidence: 0.75, context: "Self-proclaimed note" },
  { id: "adj-045", pattern: "\\bremarkable\\b", subcategory: "significance-claims", severity: "medium", confidence: 0.79, context: "Subjective assessment" },
  { id: "adj-046", pattern: "\\bstriking\\b", subcategory: "significance-claims", severity: "medium", confidence: 0.78, context: "Subjective impact" },
  { id: "adj-047", pattern: "\\bimpressive\\b", subcategory: "quality-claims", severity: "medium", confidence: 0.77, context: "Subjective quality" },
  { id: "adj-048", pattern: "\\boutstanding\\b", subcategory: "quality-claims", severity: "high", confidence: 0.80, context: "Strong quality claim" },
  { id: "adj-049", pattern: "\\bexceptional\\b", subcategory: "quality-claims", severity: "high", confidence: 0.81, context: "Above-average claim" },
  { id: "adj-050", pattern: "\\bsuperior\\b", subcategory: "comparison-claims", severity: "high", confidence: 0.82, context: "Comparison claim" },
  { id: "adj-051", pattern: "\\bunparalleled\\b", subcategory: "comparison-claims", severity: "critical", confidence: 0.90, context: "Extreme comparison" },
  { id: "adj-052", pattern: "\\bunmatched\\b", subcategory: "comparison-claims", severity: "critical", confidence: 0.89, context: "Extreme comparison" },
  { id: "adj-053", pattern: "\\bunprecedented\\b", subcategory: "novelty-claims", severity: "critical", confidence: 0.91, context: "History claim" },
  { id: "adj-054", pattern: "\\bunique\\b", subcategory: "uniqueness-claims", severity: "high", confidence: 0.83, context: "Often overused" },
  { id: "adj-055", pattern: "\\bnovel\\b", subcategory: "novelty-claims", severity: "medium", confidence: 0.76, context: "Academic novelty" }
];

// Additional transition words
const additionalTransitions = [
  { id: "trans-031", pattern: "^Accordingly,", subcategory: "causal-formal", severity: "medium", confidence: 0.81, context: "Formal consequence" },
  { id: "trans-032", pattern: "^Likewise,", subcategory: "comparison", severity: "medium", confidence: 0.75, context: "Similarity marker" },
  { id: "trans-033", pattern: "^Similarly,", subcategory: "comparison", severity: "low", confidence: 0.70, context: "Similarity marker" },
  { id: "trans-034", pattern: "^Conversely,", subcategory: "contrast-formal", severity: "medium", confidence: 0.79, context: "Formal contrast" },
  { id: "trans-035", pattern: "^In contrast,", subcategory: "contrast-formal", severity: "medium", confidence: 0.76, context: "Explicit contrast" },
  { id: "trans-036", pattern: "^By contrast,", subcategory: "contrast-formal", severity: "medium", confidence: 0.75, context: "Explicit contrast" },
  { id: "trans-037", pattern: "^Equally,", subcategory: "comparison", severity: "medium", confidence: 0.74, context: "Equal weight marker" },
  { id: "trans-038", pattern: "^Admittedly,", subcategory: "concession", severity: "low", confidence: 0.72, context: "Concession marker" },
  { id: "trans-039", pattern: "^Granted,", subcategory: "concession", severity: "low", confidence: 0.71, context: "Concession marker" },
  { id: "trans-040", pattern: "^To be sure,", subcategory: "concession", severity: "medium", confidence: 0.76, context: "Formal concession" },
  { id: "trans-041", pattern: "^To be fair,", subcategory: "concession", severity: "low", confidence: 0.70, context: "Balance marker" },
  { id: "trans-042", pattern: "^On balance,", subcategory: "summary-intros", severity: "medium", confidence: 0.77, context: "Balanced summary" },
  { id: "trans-043", pattern: "^In essence,", subcategory: "summary-intros", severity: "medium", confidence: 0.76, context: "Core summary" },
  { id: "trans-044", pattern: "^In short,", subcategory: "summary-intros", severity: "low", confidence: 0.69, context: "Brief summary" },
  { id: "trans-045", pattern: "^In brief,", subcategory: "summary-intros", severity: "low", confidence: 0.68, context: "Brief summary" },
  { id: "trans-046", pattern: "^Put simply,", subcategory: "simplification", severity: "low", confidence: 0.70, context: "Simplification" },
  { id: "trans-047", pattern: "^Simply put,", subcategory: "simplification", severity: "low", confidence: 0.69, context: "Simplification" },
  { id: "trans-048", pattern: "^In particular,", subcategory: "specification", severity: "low", confidence: 0.68, context: "Specification" },
  { id: "trans-049", pattern: "^Specifically,", subcategory: "specification", severity: "low", confidence: 0.67, context: "Specification" },
  { id: "trans-050", pattern: "^Particularly,", subcategory: "specification", severity: "low", confidence: 0.68, context: "Specification" },
  { id: "trans-051", pattern: "^More importantly,", subcategory: "importance-markers", severity: "medium", confidence: 0.78, context: "Importance escalation" },
  { id: "trans-052", pattern: "^Most importantly,", subcategory: "importance-markers", severity: "medium", confidence: 0.79, context: "Peak importance" },
  { id: "trans-053", pattern: "^Significantly,", subcategory: "importance-markers", severity: "medium", confidence: 0.77, context: "Significance marker" },
  { id: "trans-054", pattern: "^Crucially,", subcategory: "importance-markers", severity: "high", confidence: 0.80, context: "Critical point" },
  { id: "trans-055", pattern: "^Ultimately,", subcategory: "conclusion-markers", severity: "medium", confidence: 0.76, context: "Final point" }
];

// Additional weak verbs
const additionalWeakVerbs = [
  { id: "weak-verb-021", pattern: "\\baddress\\b", subcategory: "vague-action", severity: "low", confidence: 0.65, context: "Often vague" },
  { id: "weak-verb-022", pattern: "\\bdrive\\b", subcategory: "metaphor-verbs", severity: "medium", confidence: 0.75, context: "Often vague cause" },
  { id: "weak-verb-023", pattern: "\\bfuel\\b", subcategory: "metaphor-verbs", severity: "medium", confidence: 0.74, context: "Metaphorical cause" },
  { id: "weak-verb-024", pattern: "\\bpower\\b", subcategory: "metaphor-verbs", severity: "medium", confidence: 0.73, context: "Metaphorical enable" },
  { id: "weak-verb-025", pattern: "\\bempower\\b", subcategory: "corporate-speak", severity: "high", confidence: 0.84, context: "Corporate buzzword" },
  { id: "weak-verb-026", pattern: "\\benable\\b", subcategory: "enabler-verbs", severity: "low", confidence: 0.66, context: "Often vague" },
  { id: "weak-verb-027", pattern: "\\bsupport\\b", subcategory: "vague-action", severity: "low", confidence: 0.64, context: "Vague assistance" },
  { id: "weak-verb-028", pattern: "\\baccelerate\\b", subcategory: "speed-verbs", severity: "medium", confidence: 0.76, context: "Speed without metrics" },
  { id: "weak-verb-029", pattern: "\\bboost\\b", subcategory: "increase-verbs", severity: "medium", confidence: 0.75, context: "Increase without metrics" },
  { id: "weak-verb-030", pattern: "\\bmaximize\\b", subcategory: "optimization-verbs", severity: "medium", confidence: 0.77, context: "Optimization claim" },
  { id: "weak-verb-031", pattern: "\\bminimize\\b", subcategory: "optimization-verbs", severity: "medium", confidence: 0.76, context: "Reduction claim" },
  { id: "weak-verb-032", pattern: "\\bmitigate\\b", subcategory: "corporate-speak", severity: "medium", confidence: 0.78, context: "Risk jargon" },
  { id: "weak-verb-033", pattern: "\\bprioritize\\b", subcategory: "process-verbs", severity: "low", confidence: 0.67, context: "Process term" },
  { id: "weak-verb-034", pattern: "\\bsync\\b", subcategory: "process-verbs", severity: "low", confidence: 0.65, context: "Process term" },
  { id: "weak-verb-035", pattern: "\\balign\\b", subcategory: "corporate-speak", severity: "medium", confidence: 0.79, context: "Corporate alignment" }
];

// Load existing patterns and merge
function loadAndMerge(filename, additional) {
  const filepath = join(patternsDir, filename);
  const existing = JSON.parse(readFileSync(filepath, 'utf8'));

  // Create full pattern objects for additional patterns
  const category = filename.replace('.json', '').replace(/-/g, '_');
  const fullAdditional = additional.map(p => ({
    id: p.id,
    category: p.category || category.replace(/_/g, '-'),
    subcategory: p.subcategory,
    pattern: p.pattern,
    severity: p.severity,
    confidence: p.confidence,
    examples: [`Example using ${p.pattern}`, `Another example with ${p.pattern}`],
    replacements: ["Use specific language instead", "Be more direct", "Provide concrete details"],
    context: p.context,
    frequency: p.severity === "critical" ? "very-common" : p.severity === "high" ? "common" : "occasional",
    domains: ["technical", "executive", "academic"]
  }));

  return [...existing, ...fullAdditional];
}

// Process each file
const files = [
  { name: 'hedging-language.json', additional: additionalHedging },
  { name: 'formulaic-structures.json', additional: additionalFormulaic },
  { name: 'generic-adjectives.json', additional: additionalAdjectives },
  { name: 'transition-words.json', additional: additionalTransitions },
  { name: 'weak-verbs.json', additional: additionalWeakVerbs }
];

let total = 100; // banned-phrases already has 100

for (const { name, additional } of files) {
  const merged = loadAndMerge(name, additional);
  const filepath = join(patternsDir, name);
  writeFileSync(filepath, JSON.stringify(merged, null, 2) + '\n');
  console.log(`${name}: ${merged.length} patterns (added ${additional.length})`);
  total += merged.length;
}

console.log('---');
console.log(`Total patterns: ${total}`);