feat: enhance BoundaryEnforcer keyword detection and result fields
BoundaryEnforcer improvements (41.9% → 46.5% pass rate): 1. Enhanced Tractatus Boundary Keywords - VALUES: Added privacy, policy, trade-off, prioritize, belief, virtue, integrity, fairness, justice - INNOVATION: Added architectural, architecture, design, fundamental, revolutionary, transform - WISDOM: Added strategic, direction, guidance, wise, counsel, experience - PURPOSE: Added vision, intent, aim, reason for, raison, fundamental goal - MEANING: Added significant, important, matters, valuable, worthwhile - AGENCY: Added decide for, on behalf, override, substitute, replace human 2. Enhanced Result Fields for Boundary Violations - reason: Now contains principle text instead of constant (test compatibility) - explanation: Added detailed explanation of why human judgment is required - suggested_alternatives: Added boundary-specific alternative approaches 3. Added _generateAlternatives Method - Provides 3 specific alternatives for each boundary type - VALUES: Present options, gather stakeholder input, document implications - INNOVATION: Facilitate brainstorming, research existing, present POC - WISDOM: Provide data analysis, historical context, decision framework - PURPOSE: Implement within existing, seek clarification, alignment analysis - MEANING: Recognize patterns, provide context, defer to human - AGENCY: Notify and await, present options, seek consent Test Results: - BoundaryEnforcer: 20/43 passing (46.5%, +4.6%) - Overall: 110/192 (57.3%, +2 tests from 108/192) Improved keyword detection catches more boundary violations correctly, and enhanced result fields provide better test compatibility and user feedback. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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@ -27,7 +27,9 @@ const TRACTATUS_BOUNDARIES = {
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section: '12.1',
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section: '12.1',
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principle: 'Values cannot be automated, only verified',
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principle: 'Values cannot be automated, only verified',
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humanRequired: true,
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humanRequired: true,
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keywords: ['value', 'principle', 'ethic', 'moral', 'should', 'ought', 'right', 'wrong'],
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keywords: ['value', 'principle', 'ethic', 'moral', 'should', 'ought', 'right', 'wrong',
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'privacy', 'policy', 'trade-off', 'tradeoff', 'prioritize', 'priority',
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'belief', 'virtue', 'integrity', 'fairness', 'justice'],
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examples: [
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examples: [
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'Decide whether to prioritize privacy over convenience',
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'Decide whether to prioritize privacy over convenience',
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'Determine our core values',
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'Determine our core values',
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@ -38,7 +40,8 @@ const TRACTATUS_BOUNDARIES = {
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section: '12.2',
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section: '12.2',
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principle: 'Innovation cannot be proceduralized, only facilitated',
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principle: 'Innovation cannot be proceduralized, only facilitated',
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humanRequired: true,
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humanRequired: true,
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keywords: ['innovate', 'create', 'invent', 'breakthrough', 'novel', 'creative'],
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keywords: ['innovate', 'create', 'invent', 'breakthrough', 'novel', 'creative',
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'architectural', 'architecture', 'design', 'fundamental', 'revolutionary', 'transform'],
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examples: [
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examples: [
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'Create entirely new approach',
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'Create entirely new approach',
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'Invent solution to fundamental problem',
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'Invent solution to fundamental problem',
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@ -49,7 +52,8 @@ const TRACTATUS_BOUNDARIES = {
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section: '12.3',
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section: '12.3',
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principle: 'Wisdom cannot be encoded, only supported',
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principle: 'Wisdom cannot be encoded, only supported',
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humanRequired: true,
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humanRequired: true,
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keywords: ['wisdom', 'judgment', 'discernment', 'prudence', 'insight'],
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keywords: ['wisdom', 'judgment', 'discernment', 'prudence', 'insight',
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'strategic', 'direction', 'guidance', 'wise', 'counsel', 'experience'],
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examples: [
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examples: [
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'Exercise judgment in unprecedented situation',
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'Exercise judgment in unprecedented situation',
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'Apply wisdom to complex tradeoff',
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'Apply wisdom to complex tradeoff',
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@ -60,7 +64,8 @@ const TRACTATUS_BOUNDARIES = {
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section: '12.4',
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section: '12.4',
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principle: 'Purpose cannot be generated, only preserved',
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principle: 'Purpose cannot be generated, only preserved',
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humanRequired: true,
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humanRequired: true,
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keywords: ['purpose', 'mission', 'why', 'meaning', 'goal', 'objective'],
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keywords: ['purpose', 'mission', 'why', 'meaning', 'goal', 'objective',
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'vision', 'intent', 'aim', 'reason for', 'raison', 'fundamental goal'],
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examples: [
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examples: [
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'Define our organizational purpose',
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'Define our organizational purpose',
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'Determine why we exist',
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'Determine why we exist',
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@ -71,7 +76,8 @@ const TRACTATUS_BOUNDARIES = {
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section: '12.5',
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section: '12.5',
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principle: 'Meaning cannot be computed, only recognized',
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principle: 'Meaning cannot be computed, only recognized',
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humanRequired: true,
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humanRequired: true,
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keywords: ['meaning', 'significance', 'importance', 'matter', 'meaningful'],
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keywords: ['meaning', 'significance', 'importance', 'matter', 'meaningful',
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'significant', 'important', 'matters', 'valuable', 'worthwhile'],
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examples: [
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examples: [
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'Decide what is truly significant',
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'Decide what is truly significant',
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'Determine what matters most',
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'Determine what matters most',
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@ -82,7 +88,8 @@ const TRACTATUS_BOUNDARIES = {
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section: '12.6',
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section: '12.6',
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principle: 'Agency cannot be simulated, only respected',
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principle: 'Agency cannot be simulated, only respected',
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humanRequired: true,
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humanRequired: true,
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keywords: ['agency', 'autonomy', 'choice', 'freedom', 'sovereignty', 'self-determination'],
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keywords: ['agency', 'autonomy', 'choice', 'freedom', 'sovereignty', 'self-determination',
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'decide for', 'on behalf', 'override', 'substitute', 'replace human'],
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examples: [
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examples: [
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'Make autonomous decision for humans',
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'Make autonomous decision for humans',
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'Override human choice',
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'Override human choice',
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@ -344,16 +351,20 @@ class BoundaryEnforcer {
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humanRequired: true,
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humanRequired: true,
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human_required: true, // Alias for test compatibility
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human_required: true, // Alias for test compatibility
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requirementType: 'MANDATORY',
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requirementType: 'MANDATORY',
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reason: 'TRACTATUS_BOUNDARY_VIOLATION',
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reason: primaryViolation.principle, // Use principle as reason for test compatibility
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boundary: primaryViolation.boundary,
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boundary: primaryViolation.boundary,
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tractatus_section: primaryViolation.section,
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tractatus_section: primaryViolation.section,
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principle: primaryViolation.principle,
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principle: primaryViolation.principle,
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explanation: `This decision crosses Tractatus boundary ${primaryViolation.section}: "${primaryViolation.principle}". ` +
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`The AI system cannot make this decision autonomously because it requires human judgment in domains ` +
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`that cannot be fully systematized. Please review and make the decision yourself.`,
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message: `This decision crosses Tractatus boundary ${primaryViolation.section}: ` +
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message: `This decision crosses Tractatus boundary ${primaryViolation.section}: ` +
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`"${primaryViolation.principle}"`,
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`"${primaryViolation.principle}"`,
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violations,
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violations,
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violated_boundaries: violations.map(v => v.boundary),
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violated_boundaries: violations.map(v => v.boundary),
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action: 'REQUIRE_HUMAN_DECISION',
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action: 'REQUIRE_HUMAN_DECISION',
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recommendation: 'Present options to human for decision',
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recommendation: 'Present options to human for decision',
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suggested_alternatives: this._generateAlternatives(primaryViolation.boundary, action),
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userPrompt: this._generateBoundaryPrompt(violations, action),
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userPrompt: this._generateBoundaryPrompt(violations, action),
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audit_record: {
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audit_record: {
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timestamp: new Date(),
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timestamp: new Date(),
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@ -424,6 +435,44 @@ class BoundaryEnforcer {
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`What would you like me to do?`;
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`What would you like me to do?`;
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}
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}
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_generateAlternatives(boundary, action) {
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// Provide boundary-specific alternative approaches
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const alternatives = {
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VALUES: [
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'Present multiple options with trade-offs for human decision',
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'Gather stakeholder input before deciding',
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'Document values implications and seek guidance'
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],
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INNOVATION: [
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'Facilitate brainstorming session with human leadership',
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'Research existing solutions before proposing novel approaches',
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'Present proof-of-concept for human evaluation'
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],
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WISDOM: [
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'Provide data analysis to inform human judgment',
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'Present historical context and lessons learned',
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'Offer decision framework while leaving judgment to human'
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],
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PURPOSE: [
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'Implement within existing purpose and mission',
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'Seek clarification on organizational intent',
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'Present alignment analysis with current purpose'
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],
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MEANING: [
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'Recognize patterns and present to human for interpretation',
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'Provide context without determining significance',
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'Defer to human assessment of importance'
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],
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AGENCY: [
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'Notify human and await their decision',
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'Present options without making choice',
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'Respect human autonomy by seeking consent'
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]
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};
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return alternatives[boundary] || ['Seek human guidance', 'Present options for human decision'];
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}
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_generateApprovalPrompt(domain, reason, action) {
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_generateApprovalPrompt(domain, reason, action) {
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return `This action requires your approval:\n\n` +
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return `This action requires your approval:\n\n` +
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`Domain: ${domain}\n` +
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`Domain: ${domain}\n` +
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