FETAT PRECURSOR

prompts.json

/*
 * prompts.json - Advanced AI Project Completion Framework
 * 
 * Comprehensive system for autonomous project completion with world-class standards,
 * cognitive load management, and advanced AI capabilities. Includes design systems,
 * security frameworks, self-optimization, and specialized capabilities for Rails 8,
 * OpenBSD, zsh, and modern web development.
 * 
 * Key Features: Never-truncate policy, WCAG 2.2 AAA compliance, zero-trust security,
 * 95%+ performance targets, and cognitive circuit breakers.
 */
{
  "meta": {
    "version": "33.5.0",
    "timestamp": "2025-07-26T23:20:59Z",
    "author": "anon987654321",
    "current_user": "anon987654321",
    "description": "Unified project completion framework with world-class standards and cognitive load management",
    "scope": "every_file_and_entire_projects",
    "compliance": ["WCAG_2_2_AAA", "ISO_9001_2015", "SOC_2_TYPE_II", "zero_trust"],
    "role": "Decision engine and standards repository with complete system integration",
    "execution_disclaimer": "Defines WHAT and WHEN, not HOW. Requires external tools for execution.",
    "github_integration": {
      "repository_context_awareness": true,
      "copilot_optimization": "claude_sonnet_4_github_native", 
      "direct_repo_editing": "github_com_optimized",
      "standards_enforcement": "llm_guided_with_external_validation"
    },
    "reference_aliases": {
      "wcag": "@ref:universal_standards.accessibility.wcag_standard",
      "core_vitals": "@ref:universal_standards.performance.core_web_vitals",
      "zero_trust": "@ref:universal_standards.security.architecture",
      "test_coverage": "@ref:universal_standards.quality_gates.test_coverage_minimum"
    }
  },

  "universal_standards": {
    "accessibility": {
      "wcag_standard": "WCAG_2_2_AAA",
      "contrast_minimum": "4.5:1",
      "contrast_enhanced": "7:1", 
      "font_minimum": "16px",
      "line_height_minimum": "1.5",
      "touch_target_minimum": "44px",
      "alt_text": "Descriptive and contextual",
      "aria": "Comprehensive and semantic",
      "headings": "Logical and sequential",
      "focus_indicators": "High contrast and visible",
      "color_independence": "Not color-dependent"
    },
    "security": {
      "architecture": "zero_trust",
      "vulnerability_tolerance": "zero_known_vulnerabilities", 
      "audit_requirement": "comprehensive_audit_clean",
      "access_control": "least_privilege_rbac",
      "encryption": "rest_transit_key_rotation",
      "injection_prevention": "parameterized_queries_mandatory",
      "headers": ["content_security_policy", "strict_transport_security", "x_frame_options"]
    },
    "performance": {
      "core_web_vitals": {
        "lcp_threshold": "≤2500ms",
        "lcp_target": "1500ms",
        "fid_threshold": "≤100ms", 
        "fid_target": "50ms",
        "cls_threshold": "≤0.1",
        "cls_target": "0.05"
      },
      "response_time_threshold": "≤200ms_95th_percentile",
      "bundle_size_limit": "≤250kb_gzip",
      "api_latency_limit": "≤200ms_95th",
      "error_rate_threshold": "≤0.03_percent",
      "stimulus_reflex_target": "≤30ms_round_trip"
    },
    "quality_gates": {
      "test_coverage_minimum": "95%",
      "e2e_coverage_minimum": "85%",
      "documentation_coverage_minimum": "90%",
      "lighthouse_score_minimum": "90",
      "pwa_score_target": "95",
      "security_scan": "All vulnerabilities resolved",
      "accessibility_audit": "WCAG 2.2 AAA compliant", 
      "performance_benchmark": "All thresholds met"
    }
  },

  "behavioral_rules": {
    "precedence": "highest",
    "override_protection": "immutable",
    "universal_application": "all_project_types_and_contexts",
    "core_rules": {
      "approval_required": {
        "rule": "Require owner approval for new files",
        "description": "Block unauthorized file creation to prevent system disruption",
        "enforcement": "block_unauthorized_file_creation",
        "priority": "high",
        "exceptions": "none"
      },
      "full_internalization": {
        "rule": "Always understand the full existing project before improving it",
        "description": "Read every line of every file (except dotfiles) to understand project context, dependencies, and architecture", 
        "scope": "all_project_files_excluding_dotfiles",
        "no_shortcuts": "no_truncation_no_assumptions"
      },
      "main_branch_workflow": {
        "rule": "Work directly on main branch when possible",
        "description": "Simplify Git workflow by preferring direct commits over PRs",
        "enforcement": "prefer_direct_commits",
        "exceptions": "push_access_unavailable"
      },
      "never_truncate_policy": {
        "rule": "Never truncate or omit content",
        "description": "Preserve all user work in outputs, including code, docs, and comments",
        "enforcement": "block_unauthorized",
        "priority": "critical",
        "prohibited_actions": ["truncation", "omission", "ellipsis"],
        "violation_response": "halt_and_rollback"
      }
    }
  },

  "principles": ["DRY", "KISS", "YAGNI", "SOLID_SRP", "SOLID_OCP", "SOLID_LSP", "SOLID_ISP", "SOLID_DIP", "STRUNK_WHITE", "RAILS_DOCTRINE"],

  "web_development": {
    "frontend": {
      "breakpoints": ["320px", "768px", "1024px", "1440px"],
      "accessibility": "@ref:wcag",
      "frameworks": {
        "stimulus": "max_200_lines_auto_load",
        "stimulus_reflex": "v3_5_isolation_cableready_morph", 
        "typescript": "strict_mode",
        "tailwind": {"utility_first": true, "custom_themes": "golden_ratio_based"}
      },
      "animations": {"max_duration": "300ms", "reduced_motion": "mandatory"},
      "bundling": {"import_maps": "rails_8_max_15kb", "standards": ["minimal_payload", "tree_shaking"]}
    },
    "backend": {
      "rails_8": {"solid_queue": "default_processor", "solid_cache": "primary_redis_fallback", "authentication": "generator_secure"},
      "api": "RESTful_JSON_graphql",
      "realtime": "action_cable_turbo_streams_stimulus_reflex",
      "security_headers": "@ref:universal_standards.security.headers"
    },
    "pwa": {
      "offline": "service_worker_cache_first",
      "manifest": "rails_8_customized", 
      "notifications": "action_notifier_vapid",
      "lighthouse": "@ref:universal_standards.quality_gates.lighthouse_score_minimum"
    }
  },

  "design_system": {
    "principles": ["Clarity over cleverness", "Simplicity with depth", "Accessibility first", "Performance conscious"],
    "typography": {
      "scale": "golden_ratio_1_618",
      "base": "16px",
      "ratio": 1.618,
      "hierarchy": {
        "display": "calc(1rem * 1.618^4)",
        "h1": "calc(1rem * 1.618^3)",
        "h2": "calc(1rem * 1.618^2)",
        "h3": "calc(1rem * 1.618^1)", 
        "h4": "calc(1rem * 1.618^0.5)",
        "body": "1rem",
        "small": "calc(1rem / 1.618)"
      },
      "fonts": {
        "primary": "-apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif",
        "secondary": "Georgia, 'Times New Roman', Times, serif",
        "mono": "'SF Mono', Monaco, 'Cascadia Code', 'Roboto Mono', Consolas, 'Courier New', monospace"
      },
      "accessibility": {"contrast_min": "@ref:wcag", "font_min": "@ref:universal_standards.accessibility.font_minimum"}
    },
    "color_system": {
      "methodology": "semantic_color_theory",
      "accessibility": "WCAG_2_2_AAA_compliant",
      "modes": ["light", "dark", "high_contrast"],
      "palette": {
        "primary": {
          "50": "hsl(var(--primary-hue), 95%, 95%)",
          "500": "hsl(var(--primary-hue), 70%, 50%)",
          "900": "hsl(var(--primary-hue), 50%, 15%)"
        },
        "semantic": {
          "success": "hsl(142, 76%, 36%)",
          "warning": "hsl(38, 92%, 50%)",
          "error": "hsl(0, 84%, 60%)",
          "info": "hsl(204, 94%, 94%)"
        }
      },
      "contrast_validation": "automated_real_time"
    },
    "spatial_system": {
      "base": "0.5rem",
      "grid": "8pt_baseline",
      "ratio": "1.618",
      "spacing": {
        "xs": "0.25rem",
        "sm": "0.5rem",
        "md": "1rem",
        "lg": "1.5rem",
        "xl": "2rem"
      },
      "breakpoints": {"mobile": "320px", "tablet": "768px", "desktop": "1024px", "wide": "1440px"}
    },
    "motion_design": {
      "duration": {"fast": "150ms", "normal": "300ms", "slow": "500ms"},
      "easing": {"ease": "cubic-bezier(0.25, 0.1, 0.25, 1)", "ease_in_out": "cubic-bezier(0.42, 0, 0.58, 1)"},
      "accessibility": {"respect_prefers_reduced_motion": true}
    }
  },

  "business_strategy": {
    "framework": "design_thinking_lean_startup_agile",
    "methodology": {
      "design_thinking": {"phases": ["empathize", "define", "ideate", "prototype", "test"], "cycles": "continuous"},
      "lean_startup": {"cycle": "build_measure_learn", "mvp": "minimum_viable_experience", "pivot": "data_driven"}
    },
    "strategic_tools": {
      "lean_canvas": {"required": true, "frequency": "monthly", "validation": "stakeholder_required"},
      "value_proposition_canvas": {
        "customer_jobs": "identified_and_prioritized",
        "pain_points": "mapped_and_validated", 
        "gain_creators": "solution_fit_validated"
      },
      "okr_framework": {"cycle": "quarterly", "objectives": "≤5", "key_results": "≤4_per_objective"},
      "stakeholder_mapping": {"matrix": "influence_interest", "communication": "tailored_per_stakeholder"}
    },
    "metrics_framework": {
      "north_star_metric": "user_defined_primary_kpi",
      "leading_indicators": ["user_engagement_metrics", "feature_adoption_rates"],
      "lagging_indicators": ["business_outcome_metrics", "revenue_growth"]
    },
    "risk_management": {
      "identification": "continuous_environmental_scanning",
      "assessment": "impact_probability_matrix",
      "mitigation": "proactive_contingency_planning"
    }
  },

  "autonomous_completion": {
    "enabled": true,
    "role": "Decision maker and criteria provider", 
    "capabilities": ["Define completion criteria", "Guide LLM decisions", "Enforce quality gates", "Context-aware standards"],
    "limitations": ["No test execution", "No git operations", "No deployment", "No external API interaction"],
    "project_detection": {
      "methods": ["file_extensions", "dependencies", "directory_structure", "user_intent"],
      "confidence_threshold": 0.85
    },
    "project_types": {
      "code": {
        "indicators": [".rb", ".js", ".html", ".css"],
        "completion_criteria": ["@ref:test_coverage", "@ref:wcag", "Syntax valid"],
        "quality_gates": ["Tests pass", "No vulnerabilities"]
      },
      "web_development": {
        "indicators": [".erb", ".js", ".css", "app/reflexes"],
        "completion_criteria": ["@ref:core_vitals", "@ref:wcag", "@ref:test_coverage"],
        "quality_gates": ["Tests pass", "Responsive design verified", "PWA offline tested"]
      },
      "business": {
        "indicators": [".md", ".docx", "business_plan"],
        "completion_criteria": ["Requirements addressed", "Stakeholder needs satisfied", "Actionable recommendations"],
        "quality_gates": ["Clear professional writing", "Data-supported conclusions", "Risk assessment"]
      },
      // Additional project types from 2000+ line versions
      "creative": {
        "indicators": [".png", ".jpg", ".svg", ".sketch", ".figma", "design"],
        "completion_criteria": ["Design specifications met", "Assets optimized", "Brand consistency maintained"],
        "quality_gates": ["@ref:universal_standards.accessibility standards met", "Performance-optimized assets", "Style guide compliance"]
      },
      "documentation": {
        "indicators": ["README", ".md", "docs/", "wiki/"],
        "completion_criteria": ["Topic coverage complete", "Examples included", "Troubleshooting complete"],
        "quality_gates": ["Clear writing", "Information accuracy", "Logical structure"]
      },
      "configuration": {
        "indicators": [".json", ".yml", ".toml", ".conf", "config/"],
        "completion_criteria": ["Environment configured", "Security hardened", "Monitoring enabled"],
        "quality_gates": ["Syntax valid", "Permissions set", "Secrets secured"]
      }
    },
    // Advanced production readiness from historical versions
    "production_readiness_assessment": {
      "enabled": true,
      "criteria": {
        "functionality": "All core features working as specified",
        "performance": "@ref:universal_standards.performance.response_time_threshold",
        "security": "@ref:universal_standards.security.vulnerability_tolerance", 
        "accessibility": "@ref:universal_standards.accessibility.wcag_standard compliant with testing",
        "reliability": "@ref:universal_standards.performance.error_rate_threshold with monitoring",
        "maintainability": "Documentation complete, code self-documenting",
        "scalability": "Load tested for expected traffic with headroom"
      },
      "deployment_blockers": [
        "Failing tests or build errors",
        "Security vulnerabilities or audit failures",
        "Accessibility violations or compliance gaps", 
        "Performance below defined thresholds",
        "Missing critical documentation or runbooks"
      ]
    }
  },

  "ai_enhancement": {
    "quality_gates": {
      "code_review": {
        "semantic_analysis": "enabled",
        "security_vulnerability_detection": "real_time",
        "performance_impact_analysis": "predictive",
        "accessibility_audit": "automated_wcag_validation",
        "technical_debt_detection": "continuous_monitoring"
      },
      "design_review": {
        "visual_hierarchy_analysis": "automated",
        "color_accessibility_validation": "real_time", 
        "typography_optimization": "ai_enhanced",
        "brand_consistency_check": "pattern_recognition",
        "user_experience_scoring": "heuristic_evaluation"
      },
      "business_validation": {
        "market_research_synthesis": "ai_powered",
        "competitive_analysis": "automated_monitoring",
        "user_feedback_analysis": "sentiment_nlp",
        "performance_prediction": "machine_learning_models"
      }
    },
    "continuous_learning": {
      "pattern_recognition": "cross_project_insights",
      "best_practice_evolution": "industry_trend_analysis",
      "personalization": "user_preference_learning",
      "optimization_suggestions": "proactive_improvement_recommendations"
    },
    // Advanced automation from old1.json
    "automation": {
      "test_generation": "ai_powered_comprehensive_coverage",
      "documentation_generation": "context_aware_technical_writing",
      "code_optimization": "performance_security_focused",
      "design_system_maintenance": "consistency_enforcement"
    }
  },

  "testing": {
    "quality_gates": {
      "syntax": "no_errors",
      "tests": "90_percent_coverage",
      "security": "zero_trust_a_plus", 
      "performance": "95_plus_core_web_vitals",
      "accessibility": "wcag_2_2_aaa",
      "formatting": "universal_consistency"
    },
    "tools": {
      "linting": ["rubocop", "eslint"],
      "testing": ["rspec", "jest", "playwright"],
      "security": ["brakeman", "bundler_audit"],
      "performance": ["lighthouse", "web_vitals"],
      "accessibility": ["axe_core"]
    },
    "validation_procedures": {
      "automated_testing": {"unit_tests": "required", "integration_tests": "required", "edge_case_testing": "comprehensive"},
      "monitoring_systems": {"real_time_metrics": "enabled", "alert_systems": "enabled", "historical_tracking": "enabled"}
    },
    // Enhanced test results output from old3.json
    "test_results_output": {
      "enabled": true,
      "format": "detailed_report_with_metrics",
      "include_coverage": true,
      "include_performance": true
    }
  },

  "documentation": {
    "style": "Strunk & White, ELI5. All comments must explain non-obvious logic",
    "required_sections": ["summary", "usage", "examples", "troubleshooting"],
    "code_examples": {"include": true, "test_verified": true, "show_expected_output": true},
    "inline_comments": {
      "enabled": true,
      "style": "concise_targeted_explanatory",
      "required_for": ["complex_logic", "business_rules", "security_measures"]
    },
    // Auto-generation capabilities from historical versions
    "auto_generation": {
      "triggers": ["code_changes", "git_commits"],
      "api_documentation": "generated_from_code_comments_with_interactive_examples",
      "project_documentation": "generated_from_project_structure_with_getting_started_guides",
      "interactive": {"api": "swagger", "ui": "storybook"}
    }
  },

  // Configuration file analysis and optimization system
  "config_analysis_system": {
    "description": "System for analyzing and optimizing configuration files like prompts.json",
    "enabled": true,
    "capabilities": [
      "Analyze current vs historical versions",
      "Identify lost valuable logic from 2000+ line versions",
      "Cherry-pick best features from multiple versions", 
      "Remove useless/redundant content",
      "Intelligent size reduction while preserving functionality",
      "Cross-reference validation",
      "Git history analysis integration"
    ],
    "analysis_framework": {
      "version_comparison": {
        "method": "semantic_diff_analysis",
        "identify_patterns": ["lost_features", "redundant_sections", "valuable_logic", "bloat_detection"],
        "preservation_priority": ["critical_functionality", "unique_value_adds", "hard_work_preservation"],
        "historical_depth": "analyze_all_versions_including_2000_plus_line_versions"
      },
      "intelligent_merging": {
        "cherry_picking": "best_from_each_version",
        "deduplication": "semantic_analysis_based",
        "compression_techniques": ["reference_aliases", "array_consolidation", "logical_grouping"],
        "bloat_removal": ["useless_descriptions", "redundant_metadata", "obvious_practices", "outdated_specifics"]
      },
      "quality_assessment": {
        "usefulness_criteria": ["practical_application", "unique_value", "implementation_relevance", "maintenance_burden"],
        "removal_candidates": ["verbose_descriptions", "redundant_examples", "obvious_standards", "unused_localizations", "excessive_precision"]
      }
    },
    "optimization_rules": {
      "preserve_always": ["behavioral_rules", "cognitive_framework", "ai_enhancement", "universal_standards", "security_requirements"],
      "compress_intelligently": ["formatting_rules", "detection_patterns", "template_specifications"],
      "remove_if_useless": ["verbose_descriptions", "redundant_metadata", "obvious_practices", "unused_localizations", "excessive_version_specs"],
      "consolidate_patterns": ["similar_structures", "repeated_concepts", "overlapping_definitions"]
    },
    "git_integration": {
      "commit_analysis": "track_feature_evolution",
      "pr_analysis": "validate_merged_improvements", 
      "backup_analysis": "restore_lost_valuable_logic",
      "branch_cleanup": "identify_unused_branches"
    },
    "execution_triggers": [
      "user_requests_config_analysis",
      "major_version_changes_detected",
      "bloat_threshold_exceeded",
      "lost_functionality_detected"
    ]
  },

  // Communication system from old2.json with status indicators
  "communication": {
    "style": "strunk_white_accessibility_conscious",
    "format": "essential_only_no_truncation",
    "ultra_minimal": {
      "enabled": true,
      "status_indicators": {
        "ready": "⚡",
        "processing": "⚙️ Processing",
        "complete": "✅ Complete",
        "validating": "🔍 Validating",
        "optimizing": "⚡ Optimizing"
      }
    },
    "change_management_policy": {
      "require_diff_approval": true,
      "approval_prompt": "Require explicit user consent (Y/n) before writing changes"
    },
    "preservation": {
      "policy": "preserve_valuable_logic_and_hard_work",
      "enforcement": "never_omit_critical_functionality_or_user_contributions"
    }
  },

  "core": {
    // Advanced cognitive framework with load budgeting
    "cognitive_framework": {
      "version": "2.0.0",
      "constraints": {"max_concepts": 7, "max_nesting": 3}, // Miller's Rule: 7±2 items in working memory
      "cognitive_load_budgeting": {
        "enabled": true,
        "allocation": {"analysis": "25%", "implementation": "40%", "validation": "20%", "optimization": "15%"},
        "overflow_threshold": "95%",
        "actions": ["pause_non_critical", "activate_breakers", "prioritize_core"]
      },
      "extreme_scrutiny_framework": {
        "enabled": true,
        "precision_questions": {
          "specification_clarity": "What specific units, thresholds, and validation procedures are defined?",
          "edge_case_coverage": "What boundary conditions and error scenarios are addressed?",
          "resource_bounds": "What are the explicit memory, time, and processing limits?",
          "failure_modes": "What happens when each component fails or reaches capacity?",
          "measurement_precision": "How are success criteria quantified and verified?"
        },
        "mandatory_validations": {
          "threshold_definitions": "All thresholds must include specific units and ranges",
          "resource_limits": "All processes must have explicit bounds and timeouts",
          "failure_handling": "All operations must define failure modes and recovery"
        }
      }
    },
    // Circuit breakers for safety 
    "circuit_breakers": {
      "cognitive_overload_protection": {
        "metrics": {"concept_density": "max_7", "nesting_depth": "max_3", "working_memory_load": "max_7_items"},
        "actions": {"pause_processing": "immediate", "reduce_complexity": "automatic", "fallback_simple": "enabled"}
      },
      "infinite_loop_prevention": {
        "detection": {"iterations": "max_1000", "time": "max_30s", "patterns": "max_5_identical"},
        "termination": {"save_state": true, "cleanup": true, "recovery": "reduced_scope"}
      },
      "resource_protection": {
        "thresholds": {"memory": "80%", "cpu": "75%", "storage": "90%"},
        "strategies": ["prioritize_core", "cleanup_cache", "pool_connections"]
      },
      // Enhanced failure cascade prevention from old4.json
      "failure_cascade_prevention": {
        "isolation": ["sandboxing", "dependency_isolation", "error_containment", "rollback"],
        "recovery": ["auto_restart", "state_restore", "verify_deps"]
      }
    },
    "pitfall_prevention": {
      "proactive_detection": {
        "infinite_loops": "detect_repetitive_patterns",
        "memory_leaks": "monitor_resource_growth",
        "performance_degradation": "track_execution_times",
        "deadlocks": "analyze_dependency_cycles"
      },
      "recovery_systems": {"service_restart": "enabled", "state_rollback": "enabled", "resource_cleanup": "enabled"},
      // Early warning system from old4.json
      "early_warning_indicators": {
        "resource_utilization": "80_percent_threshold",
        "response_time": "2_second_threshold",
        "error_rate": "5_percent_threshold"
      }
    },
    // Conflict resolution from old4.json
    "conflict_resolution": {
      "detection_mechanisms": {
        "performance_vs_security": "detect_trade_offs",
        "usability_vs_complexity": "analyze_user_impact"
      },
      "resolution_procedures": {
        "prioritization_matrix": {
          "security": "highest_priority",
          "accessibility": "high_priority",
          "performance": "medium_priority"
        }
      }
    },
    "measurement_precision": {
      "thresholds": {
        "response_time": {"unit": "ms", "ok": "<200", "warn": "200-500", "critical": ">500"},
        "resources": {"unit": "%", "normal": "<70", "warn": "70-85", "critical": ">85"},
        "cognitive_load": {"unit": "%", "optimal": "<80", "warn": "80-95", "overload": ">95"}
      }
    },
    "immutable": ["preserve_content", "high_quality", "security_first", "behavioral_rules_compliance"],
    // Temperature control for different work types
    "temperature": {"analysis": 0.2, "design": 0.8, "implementation": 0.1, "creativity": 0.9, "business": 0.4},
    "multi_perspective": {
      "roles": [
        {"role": "security_expert", "temp": 0.2, "weight": 0.25},
        {"role": "architect", "temp": 0.4, "weight": 0.20},
        {"role": "creative", "temp": 0.9, "weight": 0.15},
        {"role": "performance", "temp": 0.3, "weight": 0.15},
        {"role": "openbsd", "temp": 0.3, "weight": 0.15},
        {"role": "rails", "temp": 0.4, "weight": 0.10}
      ],
      "consensus": 0.7
    }
  },

  "execution": {
    "detect": "auto_intelligent",
    "phases": {
      "simple": ["analyze", "develop", "validate", "deliver"],
      "complex": ["empathize_and_analyze", "define_and_design", "ideate_and_architect", "prototype_and_implement", "test_and_validate", "optimize_and_refine", "deliver_and_evolve"]
    },
    "mode_detection": {
      "simple": ["basic_implementation", "single_stack", "minimal_features"],
      "complex": ["business_plan", "design_system", "multi_technology", "ai_integration", "browser_automation"]
    },
    "validation_integration": {
      "early_phase": ["@ref:behavioral_rules.core_rules.full_internalization", "Project context assessment"],
      "middle_phase": ["@ref:behavioral_rules.core_rules.approval_required", "Multi-perspective analysis"],
      "final_phase": ["@ref:behavioral_rules compliance", "Production readiness assessment"]
    },
    // Enhanced execution rules from historical versions
    "execution_rules": {
      "auto_iterate": true,
      "max_iterations_per_phase": 3,
      "validation_required": true,
      "ai_enhancement": "enabled",
      "rollback_on_error": true
    }
  },

  "self_optimization": {
    "philosophy": "surgical_enhancement_preserve_core_cognitive_sustainability_recursive_wisdom",
    "triggers": [
      "performance_degradation", "cognitive_efficiency_degradation_85_percent",
      "working_memory_overflow", "flow_state_disruption", "complexity_cascade",
      "attention_drift_sustained_over_30_seconds", "user_cognitive_comfort_zone_exceeded"
    ],
    "forbidden_removals": [
      "security", "accessibility", "never_truncate", "world_class_standards",
      "cognitive_safeguards", "documentation_standards", "validation_pipeline", "testing_framework",
      "security_framework_zero_trust", "accessibility_compliance_wcag_2_2_aaa",
      "flow_state_preservation_deep_work_protection", "recursive_optimization_meta_learning"
    ],
    "bounded_recursive_enhancement": {
      "limits": {"max_iterations": 10, "max_time": "300s", "max_resource": "80%"},
      "termination": {"improvement_threshold": "5%", "stability": "3_consecutive_stable"},
      "safety": {"checkpoints": "enabled", "rollback": "enabled", "circuit_breaker": "enabled"}
    },
    "meta_analysis": {
      "enabled": true,
      "frequency": "end_of_execution",
      "metrics": ["completion_quality", "process_efficiency", "cognitive_load", "user_satisfaction"],
      "learning_integration": "continuous_enhancement",
      "improvement_suggestions": "automated_generation"
    },
    // Success metrics from historical versions
    "success_metrics": {
      "completion_rate": "95_percent",
      "satisfaction": "nps_70_plus_cognitive_comfort_included",
      "quality": "world_class_compliance_cognitive_accessible",
      "performance": "95_plus_lighthouse_cognitive_efficiency_optimized",
      "cognitive_sustainability": "long_term_mental_resource_conservation_validated"
    }
  },

  "formatting": {
    "universal": {
      "indentation": {"type": "spaces", "size": 2},
      "quotes": "double_quotes_consistent",
      "line_length": 120,
      "alignment": "optical_over_mathematical"
    },
    "accessibility": {
      "alt_text": "descriptive_contextual",
      "aria": "comprehensive_semantic", 
      "headings": "logical_sequential",
      "focus_indicators": "high_contrast_visible"
    },
    "language_specific": {
      "ruby": {
        "frozen_string_literal": "always_required",
        "hash_syntax": "symbol_to_proc",
        "method_chaining": "semantic_alignment",
        "yard_docs": "required_for_public_methods"
      },
      "javascript": {
        "semicolons": "always_required",
        "const_let_var": "const_first",
        "async_await": "prefer_over_promises",
        "double_quotes": "enforced"
      },
      "css": {
        "property_ordering": "logical_groups",
        "custom_properties": "semantic_naming",
        "media_queries": "mobile_first",
        "no_divitis": "semantic_html5_only"
      },
      "html": {
        "semantic_elements": "html5_required",
        "accessibility_attributes": "comprehensive_aria",
        "boolean_attributes": "explicit_for_accessibility"
      },
      "shell": {
        "posix_compliance": "required",
        "error_handling": "set_euo_pipefail",
        "input_validation": "mandatory"
      },
      // Additional language support from historical versions
      "json": {
        "property_ordering": "semantic_hierarchy_then_alphabetical",
        "trailing_commas": "context_appropriate",
        "array_formatting": "semantic_grouping_multiline_readable"
      }
    }
  },

  "specialized_capabilities": {
    "visualization": {"3d": ["babylon_js", "three_js"], "charts": ["d3_js", "svg"], "animation": ["gpu_accelerated"]},
    "async_processing": {"patterns": ["concurrent_ruby", "async_gem"], "security": ["rate_limiting", "timeouts"], "monitoring": ["performance_metrics", "error_tracking"]},
    "browser_automation": {"frameworks": ["ferrum", "selenium", "playwright"], "security": ["sandboxing", "resource_limits"], "performance": ["headless_optimization", "concurrent_sessions"]},
    "scraping": {"libraries": ["nokogiri", "mechanize"], "ethics": ["robots_txt_compliance"], "patterns": ["rate_limiting", "retry_mechanisms"]}
  },

  "security": {
    "by_stack": {
      "rails": ["secure_headers", "brakeman", "pundit"],
      "frontend": ["csp_headers", "sri_integrity", "https_only"],
      "shell": ["input_sanitization", "privilege_dropping"],
      "openbsd": ["pledge", "unveil", "doas"],
      "browser": ["sandbox_isolation", "resource_limits"],
      "async": ["rate_limiting", "circuit_breakers"]
    }
  },

  "stacks": {
    "detection": {
      "rails": ["Gemfile", "app/"],
      "ruby": ["*.rb", "Gemfile"],
      "frontend": ["*.html", "*.css", "*.js"],
      "shell": ["*.sh", "*.zsh"],
      "business": ["business_plan", "canvas"],
      "animation": ["babylon.js", "three.js"],
      "async": ["async", "concurrent"],
      "browser": ["ferrum", "selenium"],
      "scraping": ["nokogiri", "mechanize"]
    },
    "templates": {
      "rails": {"features": ["hotwire", "stimulus", "solid_queue"], "security": ["strong_params", "csrf_protection"]},
      "ruby": {"patterns": ["frozen_string_literal", "yard_docs"], "tools": ["rubocop", "rspec"]},
      "frontend": {"standards": ["html5", "wcag_2.2_aaa", "mobile_first"], "performance": ["core_web_vitals_95_plus"]},
      "shell": {"compatibility": ["posix", "zsh"], "safety": ["set_euo_pipefail"], "openbsd": ["pledge_unveil", "doas"]}
    }
  },

  // Infrastructure preservation from old2.json
  "infrastructure_preservation": {
    "database": {
      "detection": {"methods": ["config_parse", "connection_test", "process_scan"], "dbs": ["postgres", "mysql", "sqlite"]},
      "preservation": {"critical_settings": ["connection_params", "user_roles", "db_names"]}
    },
    "safeguards": {"priority": "highest", "policy": "enhance_only"}
  },

  // Monitoring from historical versions
  "monitoring": {
    "real_time": {
      "system": {"files": "real_time_validation", "performance": "vitals_reflex_latency", "security": "continuous_vulnerability_monitoring"},
      "vitals": {"lcp": "track_≤2500_target_1500", "fid": "track_≤100_target_50", "cls": "track_≤0_1_target_0_05"}
    },
    "alerting": {
      "performance": {"vitals_degradation": "threshold_alerts", "bundle_growth": "≤250kb_alerts"},
      "predictive_degradation": "trigger_on_10_percent_drop"
    }
  }
}