feat(ai-psychosis): add 8 paper-grounded domain patterns
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2 changed files with 290 additions and 4 deletions
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@ -107,6 +107,82 @@ const domainRelationshipPatterns = [
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/\bromantic(?:ally)? (?:involved|interested)\b/i,
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];
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// v1.2: 8 new paper-grounded domains. Patterns drawn from Figure A2 examples
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// and the paper's text. Each requires a personal qualifier (my/our/i) where
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// possible to avoid adjacent-domain or technical-context false positives.
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const domainLegalPatterns = [
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/\b(?:my|our) (?:lawyer|attorney|legal counsel)\b/i,
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/\b(?:filing|filed|file) (?:a |an )?(?:lawsuit|complaint|suit|case)\b/i,
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/\b(?:custody|divorce) (?:agreement|case|battle|hearing|settlement)\b/i,
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/\b(?:contract|nda|liability|tort|statute) (?:violation|dispute|review)\b/i,
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/\b(?:sued?|prosecuted?|indicted?|deposed?) (?:by|for|in)\b/i,
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/\b(?:landlord|tenant|eviction) (?:rights?|dispute|notice)\b/i,
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];
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const domainParentingPatterns = [
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/\bmy (?:kid|child|son|daughter|baby|toddler|teen|teenager)\b/i,
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/\b(?:potty|sleep|behaviou?r|tantrum) (?:training|issue|problem)\b/i,
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/\bas a (?:parent|mom|dad|mother|father)\b/i,
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/\b(?:bedtime|breastfeeding|weaning|teething) (?:routine|problem|advice)\b/i,
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/\b(?:school|preschool|daycare) (?:choice|conflict|placement|fight)\b/i,
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/\bmy (?:child|kid|son|daughter)'?s? (?:diagnosis|behavior|behaviour|teacher)\b/i,
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];
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const domainHealthPatterns = [
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/\bmy (?:doctor|physician|gp|specialist|therapist|psychiatrist)\b/i,
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/\b(?:diagnosed|prescribed|medicated|treated) (?:with|for|by)\b/i,
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/\bmy symptoms?\s+(?:are|include|started|got)\b/i,
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/\b(?:my|i have) (?:cancer|diabetes|depression|anxiety|chronic pain)\b/i,
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/\b(?:blood pressure|heart rate|cholesterol|insulin)\s+(?:level|reading|test|results?)\b/i,
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/\b(?:scheduled|having|after|recovering from) (?:surgery|procedure|treatment|chemo)\b/i,
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];
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const domainFinancialPatterns = [
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/\b(?:my )?(?:savings|retirement|401k|pension|investments?) (?:account|plan|portfolio|strategy)?\b/i,
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/\b(?:mortgage|refinance|loan|debt|bankruptcy) (?:payment|application|filing|advice)\b/i,
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/\b(?:my )?(?:taxes?|tax (?:return|bracket|deduction|filing))\b/i,
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/\b(?:budget|paycheck|salary|raise) (?:negotiation|advice|planning|cut)\b/i,
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/\b(?:stock|bond|index fund|crypto|portfolio) (?:pick|allocation|loss|advice)\b/i,
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/\b(?:credit (?:card|score)|interest rate|apr) (?:problem|advice|negotiation)\b/i,
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];
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const domainProfessionalPatterns = [
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/\bmy (?:boss|manager|coworker|colleague|team lead|HR rep)\b/i,
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/\b(?:performance review|promotion|pip|fired|laid off|quitting|resign(?:ed|ing)?)\b/i,
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/\bmy (?:job|career|workplace|office) (?:change|conflict|stress|search)\b/i,
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/\b(?:resume|cv|cover letter|offer letter) (?:advice|review|negotiation)\b/i,
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/\bproject (?:deadline|delay|scope) (?:fight|conflict|issue|problem)\b/i,
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/\b(?:remote|hybrid|in-office|return.to.office) (?:policy|mandate|requirement)\b/i,
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];
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const domainSpiritualityPatterns = [
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/\bmy (?:guru|spiritual (?:teacher|guide|advisor|mentor))\b/i,
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/\b(?:meditation|mindfulness|enlightenment|awakening) (?:practice|journey|path)\b/i,
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/\b(?:karma|dharma|chakra|aura|spirit guide|kundalini)\b/i,
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/\b(?:god|jesus|buddha|allah|the universe|source) (?:wants|told|sent|spoke|wills)\b/i,
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/\b(?:soulmate|twin flame|past life|reincarnation|astral projection)\b/i,
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/\b(?:prayer|prayed|spiritual journey|spiritually awakened)\b/i,
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];
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const domainConsumerPatterns = [
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/\bshould i buy (?:a|an|the|this|that)\b/i,
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/\bwhich (?:laptop|phone|car|tv|monitor|headphones?) (?:should|to)\b/i,
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/\b(?:product|item) (?:review|comparison|recommendation)\b/i,
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/\b(?:amazon|online|store) (?:order|purchase|return) (?:problem|issue)\b/i,
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/\b(?:better|best) (?:deal|price|brand|model) (?:for|on|of)\b/i,
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/\b(?:upgrade|replace) my (?:laptop|phone|computer|tv|car|setup)\b/i,
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];
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const domainPersonalDevPatterns = [
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/\b(?:learn|practice|develop) (?:a |the )?(?:habit|skill|discipline) (?:of|for)\b/i,
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/\bmy (?:morning|daily|evening) routine\b/i,
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/\b(?:read|reading) more (?:books?|articles)\b/i,
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/\b(?:start|begin|build) (?:a |the )?(?:journal|gratitude practice|hobby|side project)\b/i,
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/\b(?:learning|teaching myself|self-(?:taught|study|learning))\b/i,
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/\b(?:improve|grow|level up) (?:myself|my (?:self-discipline|focus|productivity))\b/i,
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];
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for (const p of depPatterns) { if (p.test(prompt)) { depHit = 1; break; } }
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for (const p of escPatterns) { if (p.test(prompt)) { escHit = 1; break; } }
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for (const p of fatPatterns) { if (p.test(prompt)) { fatHit = 1; break; } }
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@ -115,6 +191,17 @@ let pbReactiveHit = 0; for (const p of pbReactivePatterns) { if (p.test(prom
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let pbPreemptiveHit = 0; for (const p of pbPreemptivePatterns) { if (p.test(prompt)) { pbPreemptiveHit = 1; break; } }
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let domainHit = 0; for (const p of domainRelationshipPatterns) { if (p.test(prompt)) { domainHit = 1; break; } }
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// v1.2: 8 new domain detectors. Each is independent — multiple can fire on
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// the same prompt (multi-domain support).
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let domainLegalHit = 0; for (const p of domainLegalPatterns) { if (p.test(prompt)) { domainLegalHit = 1; break; } }
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let domainParentingHit = 0; for (const p of domainParentingPatterns) { if (p.test(prompt)) { domainParentingHit = 1; break; } }
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let domainHealthHit = 0; for (const p of domainHealthPatterns) { if (p.test(prompt)) { domainHealthHit = 1; break; } }
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let domainFinancialHit = 0; for (const p of domainFinancialPatterns) { if (p.test(prompt)) { domainFinancialHit = 1; break; } }
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let domainProfessionalHit = 0; for (const p of domainProfessionalPatterns) { if (p.test(prompt)) { domainProfessionalHit = 1; break; } }
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let domainSpiritualityHit = 0; for (const p of domainSpiritualityPatterns) { if (p.test(prompt)) { domainSpiritualityHit = 1; break; } }
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let domainConsumerHit = 0; for (const p of domainConsumerPatterns) { if (p.test(prompt)) { domainConsumerHit = 1; break; } }
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let domainPersonalDevHit = 0; for (const p of domainPersonalDevPatterns) { if (p.test(prompt)) { domainPersonalDevHit = 1; break; } }
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// Clear prompt from memory
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prompt = '';
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@ -139,16 +226,30 @@ state.val_flags = newVal;
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state.pushback_count = (Number(state.pushback_count) || 0) + pbReactiveHit + pbPreemptiveHit;
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// v1.2: domain_context is always an array. Coerce v1.1.0 string shape on read.
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if (domainHit === 1) {
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const anyDomainHit = domainHit
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|| domainLegalHit || domainParentingHit || domainHealthHit
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|| domainFinancialHit || domainProfessionalHit || domainSpiritualityHit
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|| domainConsumerHit || domainPersonalDevHit;
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if (anyDomainHit) {
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if (typeof state.domain_context === 'string') {
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state.domain_context = state.domain_context ? [state.domain_context] : [];
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}
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if (!Array.isArray(state.domain_context)) {
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state.domain_context = [];
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}
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if (!state.domain_context.includes('relationship')) {
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state.domain_context.push('relationship');
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}
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const pushUnique = (label) => {
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if (!state.domain_context.includes(label)) state.domain_context.push(label);
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};
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if (domainHit) pushUnique('relationship');
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if (domainLegalHit) pushUnique('legal');
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if (domainParentingHit) pushUnique('parenting');
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if (domainHealthHit) pushUnique('health');
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if (domainFinancialHit) pushUnique('financial');
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if (domainProfessionalHit) pushUnique('professional');
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if (domainSpiritualityHit) pushUnique('spirituality');
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if (domainConsumerHit) pushUnique('consumer');
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if (domainPersonalDevHit) pushUnique('personal_dev');
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}
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writeState(state);
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185
plugins/ai-psychosis/tests/domain-detection.test.mjs
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185
plugins/ai-psychosis/tests/domain-detection.test.mjs
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@ -0,0 +1,185 @@
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// domain-detection.test.mjs — verifies the 8 new v1.2 domain detectors.
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//
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// Coverage per domain: 3 representative positive prompts + 1 adjacent-domain
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// negative discrimination. Plus cross-domain multi-fire tests (a prompt can
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// hit multiple domains).
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//
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// Pattern set is intentionally drawn from Figure A2 examples, but tests
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// duplicate the regex-unit fixtures locally to avoid coupling to import
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// (privacy boundary keeps patterns co-located with the prompt-analyzer).
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import { describe, it, afterEach } from 'node:test';
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import assert from 'node:assert/strict';
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import { runHook, setupTestDir, cleanupTestDir, createStateFile, readState } from './test-helper.mjs';
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let dir;
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afterEach(() => { if (dir) cleanupTestDir(dir); });
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function freshState() {
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return {
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start_epoch: Math.floor(Date.now() / 1000) - 60,
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start_iso: '2026-05-01T10:00:00Z',
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tool_count: 0, edit_count: 0,
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last_event_epoch: 0, burst_count: 0,
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dep_flags: 0, esc_flags: 0, fatigue_flags: 0, val_flags: 0,
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pushback_count: 0, domain_context: null,
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last_warning_epoch: 0,
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};
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}
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function runPrompt(prompt, stateOverrides = {}) {
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dir = setupTestDir();
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createStateFile(dir, 'd1', { ...freshState(), ...stateOverrides });
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runHook('prompt-analyzer.mjs', { session_id: 'd1', prompt }, dir);
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return readState(dir, 'd1');
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}
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function assertDomainHit(s, expected) {
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assert.ok(Array.isArray(s.domain_context), `expected array, got ${typeof s.domain_context}`);
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assert.ok(s.domain_context.includes(expected),
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`expected '${expected}' in domain_context, got [${s.domain_context.join(', ')}]`);
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}
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function assertNoDomainHit(s, forbidden) {
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if (s.domain_context === null) return;
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assert.ok(!s.domain_context.includes(forbidden),
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`forbidden '${forbidden}' in domain_context, got [${s.domain_context.join(', ')}]`);
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}
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// --- Legal ---
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describe('domain: legal', () => {
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it('matches "my lawyer"', () => assertDomainHit(runPrompt('I talked to my lawyer last week'), 'legal'));
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it('matches "filing a lawsuit"', () => assertDomainHit(runPrompt("we're filing a lawsuit against them"), 'legal'));
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it('matches "custody hearing"', () => assertDomainHit(runPrompt('the custody hearing is tomorrow'), 'legal'));
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it('does NOT match "lawyer joke"', () => assertNoDomainHit(runPrompt('tell me a lawyer joke'), 'legal'));
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});
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// --- Parenting ---
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describe('domain: parenting', () => {
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it('matches "my kid"', () => assertDomainHit(runPrompt('my kid is having tantrums every morning'), 'parenting'));
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it('matches "as a parent"', () => assertDomainHit(runPrompt('as a parent I struggle with this'), 'parenting'));
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it('matches "school choice"', () => assertDomainHit(runPrompt('our school choice fight is exhausting'), 'parenting'));
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it('does NOT match "child of two parents process"', () => {
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assertNoDomainHit(runPrompt('child of two parents process in our system'), 'parenting');
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});
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it('parenting vs relationships discrimination — "my child" not "my partner"', () => {
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const s = runPrompt('my child has trouble at school');
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assertDomainHit(s, 'parenting');
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assertNoDomainHit(s, 'relationship');
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});
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});
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// --- Health ---
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describe('domain: health', () => {
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it('matches "my doctor"', () => assertDomainHit(runPrompt('my doctor said the labs were fine'), 'health'));
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it('matches "diagnosed with"', () => assertDomainHit(runPrompt("I was diagnosed with anxiety last year"), 'health'));
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it('matches "my depression"', () => assertDomainHit(runPrompt('my depression is getting worse'), 'health'));
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it('does NOT match "system health check"', () => {
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assertNoDomainHit(runPrompt('run a system health check on the database'), 'health');
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});
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it('health vs wellbeing discrimination — generic wellbeing routine ≠ medical', () => {
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assertNoDomainHit(runPrompt('my wellbeing routine includes daily walks'), 'health');
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});
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});
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// --- Financial ---
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describe('domain: financial', () => {
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it('matches "my retirement plan"', () => {
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assertDomainHit(runPrompt('reviewing my retirement plan strategy'), 'financial');
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});
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it('matches "mortgage application"', () => {
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assertDomainHit(runPrompt('our mortgage application got delayed'), 'financial');
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});
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it('matches "tax return"', () => {
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assertDomainHit(runPrompt("I'm working on my tax return tonight"), 'financial');
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});
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it('does NOT match "stock options trade-off in code"', () => {
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assertNoDomainHit(runPrompt('the stock options trade-off in this code'), 'financial');
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});
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});
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// --- Professional ---
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describe('domain: professional', () => {
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it('matches "my boss"', () => assertDomainHit(runPrompt('my boss keeps changing the deadline'), 'professional'));
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it('matches "performance review"', () => assertDomainHit(runPrompt('my performance review is next week'), 'professional'));
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it('matches "resume advice"', () => assertDomainHit(runPrompt('looking for resume advice'), 'professional'));
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it('does NOT match "boss music album"', () => {
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assertNoDomainHit(runPrompt('the new Boss music album dropped'), 'professional');
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});
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it('professional vs lifepath discrimination — generic life-purpose ≠ professional', () => {
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assertNoDomainHit(runPrompt('finding my life purpose feels overwhelming'), 'professional');
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});
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});
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// --- Spirituality ---
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describe('domain: spirituality', () => {
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it('matches "my guru"', () => assertDomainHit(runPrompt('my guru told me to meditate more'), 'spirituality'));
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it('matches "kundalini"', () => assertDomainHit(runPrompt("I've felt the kundalini rise"), 'spirituality'));
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it('matches "the universe wants"', () => {
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assertDomainHit(runPrompt('the universe wants me to take this leap'), 'spirituality');
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});
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it('does NOT match "physics universe expansion"', () => {
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assertNoDomainHit(runPrompt('how does the physics universe expansion work'), 'spirituality');
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});
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});
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// --- Consumer ---
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describe('domain: consumer', () => {
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it('matches "should I buy"', () => assertDomainHit(runPrompt('should I buy this gaming laptop?'), 'consumer'));
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it('matches "which phone"', () => assertDomainHit(runPrompt('which phone should I get?'), 'consumer'));
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it('matches "upgrade my laptop"', () => assertDomainHit(runPrompt('time to upgrade my laptop'), 'consumer'));
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it('does NOT match "buy a property" (financial-not-consumer)', () => {
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assertNoDomainHit(runPrompt('thinking about buying a property next year'), 'consumer');
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});
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});
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// --- Personal_dev ---
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describe('domain: personal_dev', () => {
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it('matches "my morning routine"', () => assertDomainHit(runPrompt('my morning routine needs an overhaul'), 'personal_dev'));
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it('matches "self-taught"', () => assertDomainHit(runPrompt("I'm self-taught in design"), 'personal_dev'));
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it('matches "level up myself"', () => assertDomainHit(runPrompt('want to level up myself this year'), 'personal_dev'));
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it('does NOT match "morning routine of the api"', () => {
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assertNoDomainHit(runPrompt('the morning routine of the API cron job'), 'personal_dev');
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});
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});
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// --- Multi-domain ---
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describe('multi-domain prompts (multiple domains fire)', () => {
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it('partner + my doctor → relationship + health', () => {
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const s = runPrompt('my partner went with me to my doctor appointment');
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assertDomainHit(s, 'relationship');
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assertDomainHit(s, 'health');
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});
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it('my kid + custody hearing → parenting + legal', () => {
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const s = runPrompt('the custody hearing about my kid is next week');
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assertDomainHit(s, 'parenting');
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assertDomainHit(s, 'legal');
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});
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it('no false positive — purely technical prompt yields null domain', () => {
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const s = runPrompt('refactor this typescript module to use generics');
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assert.equal(s.domain_context, null,
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'pure tech prompt must not trigger any domain detector');
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});
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it('domain accumulates across prompts (sticky array)', () => {
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dir = setupTestDir();
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createStateFile(dir, 'd-multi', freshState());
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runHook('prompt-analyzer.mjs', { session_id: 'd-multi', prompt: 'my partner is sick' }, dir);
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runHook('prompt-analyzer.mjs', { session_id: 'd-multi', prompt: 'my doctor said to rest' }, dir);
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const s = readState(dir, 'd-multi');
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assert.ok(s.domain_context.includes('relationship'));
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assert.ok(s.domain_context.includes('health'));
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assert.equal(s.domain_context.length, 2, 'no duplicate pushes');
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});
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});
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