// Interaction Awareness — UserPromptSubmit hook (Layer 2, Node.js) // Analyzes prompt text for interaction pattern flags. // PRIVACY: Prompt text is NEVER written to any file. Only boolean flags are stored. import { existsSync } from 'fs'; import { readStdin, initConfig, requireLayer, getSessionId, getField, nowEpoch, STATE_DIR, THRESHOLD_SOFT_DEP_FLAGS, THRESHOLD_HARD_DEP_FLAGS, COOLDOWN_SOFT, readState, sessionStateFile, writeState, checkCooldown, outputContinue, outputWithContext } from './lib.mjs'; readStdin(); initConfig(); requireLayer(2); const sid = getSessionId(); const sf = sessionStateFile(); if (!sid || !existsSync(sf)) { outputContinue(); process.exit(0); } // Extract prompt into memory only — NEVER write to file let prompt = getField('prompt'); if (!prompt) { outputContinue(); process.exit(0); } // --- Pattern matching (case-insensitive) --- let depHit = 0; let escHit = 0; let fatHit = 0; let valHit = 0; // Dependency patterns: user defers judgment to AI const depPatterns = [ /tell\s+me\s+what\s+to\s+do/i, /what\s+should\s+I\s+do/i, /am\s+I\s+right/i, /you\s+understand\s+me\b/i, /you're\s+the\s+only/i, /can\s+I\s+do\s+this/i, /I\s+need\s+you\s+to\s+decide/i, ]; // Escalation patterns: language that amplifies certainty const escPatterns = [ /(?:^|\s)definitely(?:\s|$)/i, /(?:^|\s)clearly(?:\s|$)/i, /this\s+proves/i, /(?:^|\s)obviously(?:\s|$)/i, /without\s+a\s+doubt/i, /this\s+confirms/i, ]; // Fatigue patterns: user signals tiredness const fatPatterns = [ /(?:^|\s)tired(?:\s|[.,!?]|$)/i, /(?:^|\s)exhausted(?:\s|[.,!?]|$)/i, /can't\s+think/i, /been\s+at\s+this/i, /it's\s+late/i, /should\s+sleep/i, /hours\s+now/i, ]; // Validation-seeking patterns const valPatterns = [ /right\?/i, /don't\s+you\s+think/i, /you\s+agree/i, /correct\?/i, /isn't\s+it/i, ]; // Pushback patterns — REACTIVE tier (Anthropic-validated + academic-validated) // Source: research/01-pushback-self-advocacy.md const pbReactivePatterns = [ /^are you sure\??/i, // validated-by: anthropic-april-2026 (questioning) /\bi'?m not convinced\b/i, // validated-by: anthropic-april-2026 (questioning) /\bthat doesn'?t (?:seem|feel) right\b/i, // validated-by: anthropic-april-2026 (questioning) /\bthat'?s not (?:quite )?what i meant\b/i, // validated-by: anthropic-april-2026 (clarifying) /\blet me add (?:some )?context\b/i, // validated-by: anthropic-april-2026 (clarifying) /\bactually,? (?:my situation|i)\b/i, // validated-by: anthropic-april-2026 (clarifying) /(?:^|[.!?]\s+)i (?:believe|think) (?:you'?re|that'?s) wrong\b/i, // validated-by: arxiv-2508.02087 /\bi don'?t agree(?: with you)?\b/i, // validated-by: arxiv-2508.13743 /\bare you absolutely sure\b/i, // validated-by: arxiv-2508.13743 ]; // Pushback patterns — PREEMPTIVE tier (community-derived) const pbPreemptivePatterns = [ /\bsteelman\b/i, // validated-by: community-multi-source-2025 /\bplay (?:the )?devil'?s advocate\b/i, // validated-by: community-multi-source-2025 /\bargue against (?:this|my)\b/i, // validated-by: community-multi-source-2025 ]; // Domain-context: relationship — uses (?:my|our) prefix to avoid false positives // on technical "function relationship", "database relationship" etc. const domainRelationshipPatterns = [ /\b(?:my|our) (?:partner|spouse|wife|husband|girlfriend|boyfriend)\b/i, /\bin our relationship\b/i, /\b(?:dating|breakup|divorce)\b/i, /\bromantic(?:ally)? (?:involved|interested)\b/i, ]; // v1.2: 8 new paper-grounded domains. Patterns drawn from Figure A2 examples // and the paper's text. Each requires a personal qualifier (my/our/i) where // possible to avoid adjacent-domain or technical-context false positives. const domainLegalPatterns = [ /\b(?:my|our) (?:lawyer|attorney|legal counsel)\b/i, /\b(?:filing|filed|file) (?:a |an )?(?:lawsuit|complaint|suit|case)\b/i, /\b(?:custody|divorce) (?:agreement|case|battle|hearing|settlement)\b/i, /\b(?:contract|nda|liability|tort|statute) (?:violation|dispute|review)\b/i, /\b(?:sued?|prosecuted?|indicted?|deposed?) (?:by|for|in)\b/i, /\b(?:landlord|tenant|eviction) (?:rights?|dispute|notice)\b/i, ]; const domainParentingPatterns = [ /\bmy (?:kid|child|son|daughter|baby|toddler|teen|teenager)\b/i, /\b(?:potty|sleep|behaviou?r|tantrum) (?:training|issue|problem)\b/i, /\bas a (?:parent|mom|dad|mother|father)\b/i, /\b(?:bedtime|breastfeeding|weaning|teething) (?:routine|problem|advice)\b/i, /\b(?:school|preschool|daycare) (?:choice|conflict|placement|fight)\b/i, /\bmy (?:child|kid|son|daughter)'?s? (?:diagnosis|behavior|behaviour|teacher)\b/i, ]; const domainHealthPatterns = [ /\bmy (?:doctor|physician|gp|specialist|therapist|psychiatrist)\b/i, /\b(?:diagnosed|prescribed|medicated|treated) (?:with|for|by)\b/i, /\bmy symptoms?\s+(?:are|include|started|got)\b/i, /\b(?:my|i have) (?:cancer|diabetes|depression|anxiety|chronic pain)\b/i, /\b(?:blood pressure|heart rate|cholesterol|insulin)\s+(?:level|reading|test|results?)\b/i, /\b(?:scheduled|having|after|recovering from) (?:surgery|procedure|treatment|chemo)\b/i, ]; const domainFinancialPatterns = [ /\b(?:my )?(?:savings|retirement|401k|pension|investments?) (?:account|plan|portfolio|strategy)?\b/i, /\b(?:mortgage|refinance|loan|debt|bankruptcy) (?:payment|application|filing|advice)\b/i, /\b(?:my )?(?:taxes?|tax (?:return|bracket|deduction|filing))\b/i, /\b(?:budget|paycheck|salary|raise) (?:negotiation|advice|planning|cut)\b/i, /\b(?:stock|bond|index fund|crypto|portfolio) (?:pick|allocation|loss|advice)\b/i, /\b(?:credit (?:card|score)|interest rate|apr) (?:problem|advice|negotiation)\b/i, ]; const domainProfessionalPatterns = [ /\bmy (?:boss|manager|coworker|colleague|team lead|HR rep)\b/i, /\b(?:performance review|promotion|pip|fired|laid off|quitting|resign(?:ed|ing)?)\b/i, /\bmy (?:job|career|workplace|office) (?:change|conflict|stress|search)\b/i, /\b(?:resume|cv|cover letter|offer letter) (?:advice|review|negotiation)\b/i, /\bproject (?:deadline|delay|scope) (?:fight|conflict|issue|problem)\b/i, /\b(?:remote|hybrid|in-office|return.to.office) (?:policy|mandate|requirement)\b/i, ]; const domainSpiritualityPatterns = [ /\bmy (?:guru|spiritual (?:teacher|guide|advisor|mentor))\b/i, /\b(?:meditation|mindfulness|enlightenment|awakening) (?:practice|journey|path)\b/i, /\b(?:karma|dharma|chakra|aura|spirit guide|kundalini)\b/i, /\b(?:god|jesus|buddha|allah|the universe|source) (?:wants|told|sent|spoke|wills)\b/i, /\b(?:soulmate|twin flame|past life|reincarnation|astral projection)\b/i, /\b(?:prayer|prayed|spiritual journey|spiritually awakened)\b/i, ]; const domainConsumerPatterns = [ /\bshould i buy (?:a|an|the|this|that)\b/i, /\bwhich (?:laptop|phone|car|tv|monitor|headphones?) (?:should|to)\b/i, /\b(?:product|item) (?:review|comparison|recommendation)\b/i, /\b(?:amazon|online|store) (?:order|purchase|return) (?:problem|issue)\b/i, /\b(?:better|best) (?:deal|price|brand|model) (?:for|on|of)\b/i, /\b(?:upgrade|replace) my (?:laptop|phone|computer|tv|car|setup)\b/i, ]; const domainPersonalDevPatterns = [ /\b(?:learn|practice|develop) (?:a |the )?(?:habit|skill|discipline) (?:of|for)\b/i, /\bmy (?:morning|daily|evening) routine\b/i, /\b(?:read|reading) more (?:books?|articles)\b/i, /\b(?:start|begin|build) (?:a |the )?(?:journal|gratitude practice|hobby|side project)\b/i, /\b(?:learning|teaching myself|self-(?:taught|study|learning))\b/i, /\b(?:improve|grow|level up) (?:myself|my (?:self-discipline|focus|productivity))\b/i, ]; for (const p of depPatterns) { if (p.test(prompt)) { depHit = 1; break; } } for (const p of escPatterns) { if (p.test(prompt)) { escHit = 1; break; } } for (const p of fatPatterns) { if (p.test(prompt)) { fatHit = 1; break; } } for (const p of valPatterns) { if (p.test(prompt)) { valHit = 1; break; } } let pbReactiveHit = 0; for (const p of pbReactivePatterns) { if (p.test(prompt)) { pbReactiveHit = 1; break; } } let pbPreemptiveHit = 0; for (const p of pbPreemptivePatterns) { if (p.test(prompt)) { pbPreemptiveHit = 1; break; } } let domainHit = 0; for (const p of domainRelationshipPatterns) { if (p.test(prompt)) { domainHit = 1; break; } } // v1.2: 8 new domain detectors. Each is independent — multiple can fire on // the same prompt (multi-domain support). let domainLegalHit = 0; for (const p of domainLegalPatterns) { if (p.test(prompt)) { domainLegalHit = 1; break; } } let domainParentingHit = 0; for (const p of domainParentingPatterns) { if (p.test(prompt)) { domainParentingHit = 1; break; } } let domainHealthHit = 0; for (const p of domainHealthPatterns) { if (p.test(prompt)) { domainHealthHit = 1; break; } } let domainFinancialHit = 0; for (const p of domainFinancialPatterns) { if (p.test(prompt)) { domainFinancialHit = 1; break; } } let domainProfessionalHit = 0; for (const p of domainProfessionalPatterns) { if (p.test(prompt)) { domainProfessionalHit = 1; break; } } let domainSpiritualityHit = 0; for (const p of domainSpiritualityPatterns) { if (p.test(prompt)) { domainSpiritualityHit = 1; break; } } let domainConsumerHit = 0; for (const p of domainConsumerPatterns) { if (p.test(prompt)) { domainConsumerHit = 1; break; } } let domainPersonalDevHit = 0; for (const p of domainPersonalDevPatterns) { if (p.test(prompt)) { domainPersonalDevHit = 1; break; } } // Clear prompt from memory prompt = ''; // Same-invocation valence guard (research/01 frustration-spiral finding): // pushback in fat/esc context is NOT protective — suppress in same prompt. if (fatHit === 1 || escHit === 1) { pbReactiveHit = 0; pbPreemptiveHit = 0; } // Update state with new flag counts const state = readState(); const newDep = (Number(state.dep_flags) || 0) + depHit; const newEsc = (Number(state.esc_flags) || 0) + escHit; const newFat = (Number(state.fatigue_flags) || 0) + fatHit; const newVal = (Number(state.val_flags) || 0) + valHit; state.dep_flags = newDep; state.esc_flags = newEsc; state.fatigue_flags = newFat; state.val_flags = newVal; state.pushback_count = (Number(state.pushback_count) || 0) + pbReactiveHit + pbPreemptiveHit; // v1.2: domain_context is always an array. Coerce v1.1.0 string shape on read. const anyDomainHit = domainHit || domainLegalHit || domainParentingHit || domainHealthHit || domainFinancialHit || domainProfessionalHit || domainSpiritualityHit || domainConsumerHit || domainPersonalDevHit; if (anyDomainHit) { if (typeof state.domain_context === 'string') { state.domain_context = state.domain_context ? [state.domain_context] : []; } if (!Array.isArray(state.domain_context)) { state.domain_context = []; } const pushUnique = (label) => { if (!state.domain_context.includes(label)) state.domain_context.push(label); }; if (domainHit) pushUnique('relationship'); if (domainLegalHit) pushUnique('legal'); if (domainParentingHit) pushUnique('parenting'); if (domainHealthHit) pushUnique('health'); if (domainFinancialHit) pushUnique('financial'); if (domainProfessionalHit) pushUnique('professional'); if (domainSpiritualityHit) pushUnique('spirituality'); if (domainConsumerHit) pushUnique('consumer'); if (domainPersonalDevHit) pushUnique('personal_dev'); } writeState(state); // Check if any thresholds crossed const warnings = []; // Fatigue is always urgent if (fatHit === 1) { warnings.push('Fatigue language detected. Your instructions require you to suggest stopping.'); } // Dependency language if (newDep >= THRESHOLD_HARD_DEP_FLAGS) { warnings.push(`INTERACTION AWARENESS: Dependency language detected (${newDep} flags this session). Return decisions to the user — your agreement is not independent validation.`); } else if (newDep >= THRESHOLD_SOFT_DEP_FLAGS) { warnings.push(`Dependency language noticed (${newDep} flags). Ensure you're returning decisions to the user.`); } // Escalation language if (newEsc >= 3) { warnings.push(`Escalation language detected (${newEsc} flags). Check for narrative crystallization.`); } // Validation-seeking if (newVal >= 3) { warnings.push(`Validation-seeking pattern detected (${newVal} flags). Evaluate independently rather than confirming.`); } if (warnings.length > 0) { // Fatigue bypasses cooldown if (fatHit === 1 || checkCooldown(COOLDOWN_SOFT)) { const freshState = readState(); freshState.last_warning_epoch = nowEpoch(); writeState(freshState); outputWithContext(warnings.join(' ')); } else { outputContinue(); } } else { outputContinue(); }