AMPEL360 Q100 (AMPEL360-AIR-T)

Hydrogen-Hybrid Electric BWB Aircraft — Digital Engineering Baseline

Full Digital Information Twin Architecture for Clean Aviation Programmes
From GENESIS uncertainty discovery to contract-ready execution

Executive Summary
Conceptual Architecture
Repository Organization
OPT-IN Framework
- 4.1 Five-Axis Topology
- 4.2 Complete Directory Structure
Governance & Workflows
Standards & Compliance
Getting Started
CAOS Framework
Publishing Model
- 9.1 CSDB (S1000D)
- 9.2 IETP Runtime
Tooling & Automation
Security & Access Control
Key Documentation
Contributing
Glossary
Changelog
License & Acknowledgments

1. Executive Summary

Mission Statement

AMPEL360 Q100 delivers a certification-grade digital information architecture for hydrogen-electric aviation, where knowledge and information are governed as distinct domains with explicit transformation contracts.

This repository contains synthetic but structurally realistic program data demonstrating the Knowledge and Information Data Model (KI-DM) applied to a next-generation ~100 passenger regional aircraft concept.

The Aircraft Concept

Technology	Description
Blended Wing Body (BWB)	High aerodynamic efficiency and integrated volume
H₂ PEM Fuel Cells	Primary electrical power generation from hydrogen
Distributed / Open-Fan Propulsors	Distributed propulsion architecture for efficiency and noise reduction
Peak-Power Buffering	Buffer strategy for transients (energy management and load leveling)
Circularity + DPP	Digital Product Passport foundations for lifecycle traceability

Why This Matters

Principle	Implementation
Knowledge ≠ Information	Engineering truth (KDB) is separated from consumable publications (IDB)
Uncertainty is First-Class	Every unknown is tracked, planned, and closed with full traceability
Automation Without Delegation	ASIT agents execute contracts; humans retain technical authority
Incentive Alignment	Teknia Tokens reward uncertainty reduction, not just output volume
Certification-Grade Governance	Explicit contracts, auditable transformations, traceable evidence

At a Glance

Metric	Value
ATA Chapters	79
Lifecycle Phases	14 (LC01–LC14)
Framework Axes	5 (O-P-T-I-N)
Publication Standard	S1000D
Token System	TT v3.14
Knowledge Domains	PLM (Product) + SLM (Service)

Core Principle

Technical authority remains human and explicit; automation remains bounded, deterministic, and auditable. “This repository demonstrates governance and transformation mechanics, not aircraft certification data.”

Explicit Non-Goals

This repository does not replace engineering authority
It does not assert airworthiness or certification compliance
It does not automate decision-making

2. Conceptual Architecture

2.1 The Knowledge-Information Separation Principle

This repository addresses a recurring industry challenge:

Engineering knowledge, documentation, and certification evidence tend to diverge as programs scale and become geographically distributed.

The KI-DM (Knowledge and Information Data Model) solves this by treating knowledge and information as fundamentally distinct domains:

Domain	Purpose	Authority
Knowledge (KDB)	What we know, what we don't know yet, and under whose authority	Engineering teams, domain experts
Information (IDB)	What is needed, by whom, to execute a specific process	Publication authors, operators, MROs
Transformation (ASIT)	How validated knowledge becomes usable information	Automated but governed by explicit contracts

Key insight: Information is always derived from knowledge—it never creates new knowledge. This separation ensures that:

Engineering truth remains authoritative and traceable
Publications can be regenerated from source knowledge
Changes propagate through governed channels
Auditors can inspect the complete chain from uncertainty to evidence

2.2 GENESIS → KDB → IDB Flow

The complete information pipeline flows through three major layers:

┌─────────────────────────────────────────────────────────────────────────────┐
│                              GENESIS                                         │
│            "What we don't know yet, and how we'll find out"                  │
├─────────────────────────────────────────────────────────────────────────────┤
│                                                                              │
│  ┌─────────────┐    ┌─────────────┐    ┌─────────────┐                      │
│  │   O-KNOT    │───▶│   Y-KNOT    │───▶│    KNOT     │                      │
│  │   Origin    │    │ Justification│    │   Framed    │                      │
│  │ Uncertainty │    │   Trees     │    │ Uncertainty │                      │
│  └─────────────┘    └─────────────┘    └─────────────┘                      │
│                                                                              │
│  • Ontology & schemas (structure, no data)                                   │
│  • Programmatic logic & policy alignment                                     │
│  • Decision rationale capture                                                │
│                                                                              │
├─────────────────────────────────────────────────────────────────────────────┤
│                       ▼ ALLOCATION GATE ▼                                    │
│                    "Reality Big Bang"                                        │
│                                                                              │
│  • Contractual, timestampable commitment                                     │
│  • Funding / responsibility / scope bound                                    │
│  • Irreversible transition to accountable reality                            │
├─────────────────────────────────────────────────────────────────────────────┤
│                                KDB                                           │
│              "What we know, under whose authority"                           │
├─────────────────────────────────────────────────────────────────────────────┤
│                                                                              │
│  ┌─────────────────────────────────────────────────────────────────────┐    │
│  │  SSOT / PLM — Product Lifecycle Management (LC01–LC10)              │    │
│  ├─────────────────────────────────────────────────────────────────────┤    │
│  │  LC01  Problem Statement & Uncertainty Orchestration                │    │
│  │  LC02  System Requirements                                          │    │
│  │  LC03  Safety & Reliability                                         │    │
│  │  LC04  Design Definition (DMU)                                      │    │
│  │  LC05  Analysis Models (CAE)                                        │    │
│  │  LC06  Integration & Test (PMU)                                     │    │
│  │  LC07  Quality                                                      │    │
│  │  LC08  Flight Test & Certification                                  │    │
│  │  LC09  Green Aircraft Baselines                                     │    │
│  │  LC10  Industrialization & Production (CAM)                         │    │
│  └─────────────────────────────────────────────────────────────────────┘    │
│                                                                              │
│  • Lifecycle baselines                    • Deterministic reasoning          │
│  • Requirements & ICDs                    • Safety & certification evidence  │
│  • Design models                          • V&V artifacts                    │
│                                                                              │
├─────────────────────────────────────────────────────────────────────────────┤
│                       ▼ ASIT CONTRACTS ▼                                     │
│          (Deterministic, traceable, auditable transformation)                │
│                                                                              │
│  • KITDM-CTR-001: KDB → CSDB                                                │
│  • KITDM-CTR-002: KDB → EXPORT                                              │
│  • KITDM-CTR-003: KDB → IETP                                                │
├─────────────────────────────────────────────────────────────────────────────┤
│                                IDB                                           │
│        "What information is needed, by whom, for what process"               │
├─────────────────────────────────────────────────────────────────────────────┤
│                                                                              │
│  ┌─────────────────────────────────────────────────────────────────────┐    │
│  │  SSOT / SLM — Service Lifecycle Management (LC11–LC14)              │    │
│  ├─────────────────────────────────────────────────────────────────────┤    │
│  │  LC11  Operations & Customization                                   │    │
│  │  LC12  Support Services                                             │    │
│  │  LC13  MRO & Sustainment                                            │    │
│  │  LC14  Retirement & Circularity                                     │    │
│  └─────────────────────────────────────────────────────────────────────┘    │
│                                                                              │
│  ┌─────────────────────────────────────────────────────────────────────┐    │
│  │  PUB — Publications                                                 │    │
│  ├─────────────────────────────────────────────────────────────────────┤    │
│  │  CSDB   S1000D data modules (DM/PM/DML/BREX/ICN)                   │    │
│  │  EXPORT Rendered deliverables (PDF/HTML)                            │    │
│  │  IETP   Interactive runtime delivery                                │    │
│  └─────────────────────────────────────────────────────────────────────┘    │
│                                                                              │
└─────────────────────────────────────────────────────────────────────────────┘

2.3 ASIT: Bounded Automation

ASIT (Aircraft Standard Information Transponder) agents execute formal transformation contracts between KDB and IDB. Critical constraints:

ASIT Does	ASIT Does Not
Execute deterministic transformations	Create knowledge
Apply validation rules (BREX, schemas)	Make engineering decisions
Generate trace matrices	Assume technical authority
Log all operations with full provenance	Modify source knowledge
Report validation failures	Interpret ambiguous inputs

Every ASIT transformation is:

Deterministic — Same input always produces same output
Reproducible — Can be re-executed at any time
Traceable — Full audit trail from source to output
Governed — Controlled by explicit contract definition

2.4 PLM vs SLM Lifecycle Domains

The 14 lifecycle phases are split across two management domains:

┌─────────────────────────────────────────────────────────────────────────────┐
│                    PLM — Product Lifecycle Management                        │
│                         (KDB / SSOT Authority)                               │
├─────────────────────────────────────────────────────────────────────────────┤
│  LC01  │ Problem Statement      │ Uncertainty orchestration, KNOT/KNU       │
│  LC02  │ System Requirements    │ Requirements, traceability                │
│  LC03  │ Safety & Reliability   │ Hazard analysis, FMEA, safety cases       │
│  LC04  │ Design Definition      │ DMU, ICDs, architecture                   │
│  LC05  │ Analysis Models        │ FEA, CFD, thermal, performance            │
│  LC06  │ Integration & Test     │ PMU, test procedures, evidence            │
│  LC07  │ Quality                │ Quality plans, inspection records         │
│  LC08  │ Flight Test & Cert     │ Certification basis, compliance matrix    │
│  LC09  │ Green Aircraft         │ Delivery baselines, effectivity           │
│  LC10  │ Industrialization      │ Manufacturing specs, tooling, CAM         │
├─────────────────────────────────────────────────────────────────────────────┤
│                    SLM — Service Lifecycle Management                        │
│                         (IDB / SSOT Authority)                               │
├─────────────────────────────────────────────────────────────────────────────┤
│  LC11  │ Operations             │ Ops configurations, customer deltas       │
│  LC12  │ Support Services       │ In-service support, technical bulletins   │
│  LC13  │ MRO & Sustainment      │ Maintenance programs, repair authority    │
│  LC14  │ Retirement             │ End-of-life, circularity, DPP closure     │
└─────────────────────────────────────────────────────────────────────────────┘

Why this separation matters:

PLM = Product knowledge owned by design/engineering authority
SLM = Service knowledge owned by operations/MRO authority
Clear handoff = LC09 (Green Aircraft) marks the transition point
Both are SSOT = Different authorities, same governance rigor

3. Repository Organization

3.1 Top-Level Structure

AMPEL360-AIR-T/
├── README.md                          # This file
├── LICENSE                            # CC0 1.0 Universal
├── CHANGELOG.md                       # Version history
├── requirements.txt                   # Python dependencies
│
├── OPT-IN_FRAMEWORK/                  # Main content organized by ATA chapters
│   ├── O-ORGANIZATIONS/               # ATA 00–05
│   ├── P-PROGRAMS/                    # ATA 06–12
│   ├── T-TECHNOLOGIES_.../            # ATA 20–80 (on-board systems)
│   ├── I-INFRASTRUCTURES/             # Ground support, H₂ logistics
│   └── N-NEURAL_NETWORKS/             # Governance, ledger, AI/ML
│
├── CAOS/                              # Continuous Airworthiness framework
│   ├── CAOS_INDEX.md
│   ├── CAOS_ARCHITECTURE.md
│   └── CAOS_OPERATIONS_FRAMEWORK.md
│
├── tools/                             # CLI tools and automation
│   ├── ci/                            # CI/CD scripts
│   ├── tek_tokens.py                  # Tokenomics CLI
│   └── knu_distribution.py            # KNOT closure distribution
│
├── finance/                           # Token ledger
│   └── ledger.json                    # SHA-256 hash chain
│
├── docs/                              # Additional documentation
│   ├── ONTOLOGY_GENESIS_KNOWLEDGE_MODEL.md
│   ├── OPT-IN_FRAMEWORK_STANDARD.md
│   ├── AMPEL360_DOCUMENTATION_STANDARD.md
│   ├── AI-ASI-TP.md
│   └── DIGITAL_TWIN_CONTROL_LOOP.md
│
└── .github/                           # GitHub configuration
    ├── hooks/
    └── workflows/

ATA-XX Canonical Schema — Fully Annotated

Version: 2.1.0
Status: Normative
Last Updated: 2026-01-21

ATA_XX-<SYSTEM_NAME>/                                    # Root folder for ATA chapter (e.g., ATA_28-FUEL)
├── README.md                                            # System overview: mission, scope, navigation, contacts
├── NAMING_CONVENTIONS.md                                # ID grammar rules, controlled vocabulary, slug formats
├── TRACEABILITY_CONVENTIONS.md                          # Relationship types, trace link semantics, directionality
├── GOVERNANCE_POLICY.md                                 # Default baseline policy, change authority, approval gates
│
├── WBS/                                                 # Work Breakdown Structure — project/program decomposition
│   ├── SYSTEM_MISSION.md                                # Why this system exists (strategic purpose)
│   ├── SYSTEM_VISION.md                                 # Target end-state and success criteria
│   ├── SYSTEM_OBJECTIVES.md                             # Measurable goals derived from mission/vision
│   ├── WBS_LEVEL_1.yaml                                 # Top-level work packages (major deliverables)
│   ├── WBS_LEVEL_2.yaml                                 # Second-level decomposition (sub-deliverables)
│   ├── WBS_TRACE_TO_PROJECT.csv                         # Maps WBS elements to project schedule/milestones
│   └── WBS_BUDGET_TT.yaml                               # Token budget allocation per WBS element (informational)
│
├── GOVERNANCE/                                          # System-level governance — DEFAULT authority for all subjects
│   ├── README.md                                        # Governance overview, roles, escalation paths
│   ├── BASELINES.md                                     # Baseline types (FBL, DBL, PBL) and scope definitions
│   ├── BASELINE_REGISTER.csv                            # Log of established baselines with dates and approvers
│   ├── CHANGE_LOG.md                                    # Chronological record of governance changes
│   ├── CHANGE_CONTROL/                                  # Engineering change management artifacts
│   │   ├── README.md                                    # Change control process description and workflow
│   │   ├── ECR_TEMPLATE.md                              # Engineering Change Request template (propose change)
│   │   ├── ECO_TEMPLATE.md                              # Engineering Change Order template (implement change)
│   │   ├── ECR/                                         # Container for all ECR instances
│   │   │   ├── ECR_REGISTER.csv                         # Index of all ECRs with status tracking
│   │   │   └── ECR-<ID>.md                              # Individual ECR document (one per change request)
│   │   ├── ECO/                                         # Container for all ECO instances
│   │   │   ├── ECO_REGISTER.csv                         # Index of all ECOs with implementation status
│   │   │   └── ECO-<ID>.md                              # Individual ECO document (one per approved change)
│   │   └── CCB_MINUTES/                                 # Configuration Control Board meeting records
│   │       └── CCB-YYYY-MM-DD.md                        # Minutes from specific CCB meeting (dated)
│   ├── APPROVALS/                                       # Formal approval artifacts and authority matrix
│   │   ├── APPROVAL_MATRIX.csv                          # Who approves what (artifact type × role × gate)
│   │   └── GATE_REVIEWS/                                # Formal review gate documentation
│   │       ├── PDR_APPROVAL.md                          # Preliminary Design Review approval record
│   │       ├── CDR_APPROVAL.md                          # Critical Design Review approval record
│   │       ├── TRR_APPROVAL.md                          # Test Readiness Review approval record
│   │       └── FRR_APPROVAL.md                          # Flight Readiness Review approval record
│   ├── RELEASES/                                        # Release management and versioning
│   │   ├── RELEASE_POLICY.md                            # Versioning scheme, release criteria, rollback rules
│   │   ├── RELEASE_REGISTER.csv                         # Log of all releases with version/date/scope
│   │   └── RELEASE_NOTES/                               # Per-release documentation
│   │       └── RELEASE_vX-Y-Z.md                        # Release notes for specific version (semver)
│   └── INCENTIVES/                                      # Token economics and contributor rewards (informational)
│       ├── README.md                                    # Incentive program overview and eligibility
│       ├── TT_ALLOCATION.yaml                           # Token pools per KNOT/activity type
│       ├── TT_DISTRIBUTION.csv                          # Historical distribution ledger
│       └── TT_POLICY.md                                 # Rules for earning, vesting, and redemption
│
├── INDEX/                                               # System-wide navigation and traceability indexes
│   ├── README.md                                        # How to use the index, regeneration instructions
│   ├── SSOT_INDEX.yaml                                  # Registry of all authoritative source locations
│   ├── TRACE_MASTER.csv                                 # Cross-subject traceability matrix (end-to-end)
│   ├── ID_REGISTRY.csv                                  # Auto-generated catalog of all IDs in the system
│   ├── ARTIFACT_CATALOG.yaml                            # Inventory of all artifacts with metadata
│   └── NAVIGATION_MAP.html                              # Visual/interactive navigation aid (generated)
│
└── XX-YY-<section-slug>/                                # ATA section folder (e.g., 28-10-storage)
    ├── README.md                                        # Section scope, boundaries, Area of Responsibility
    ├── SECTION_INDEX.yaml                               # Section-level artifact index and metrics
    │
    ├── GENESIS/                                         # Uncertainty discovery layer (section-level ONLY)
    │   ├── README.md                                    # GENESIS purpose, O-KNOT vs Y-KNOT definitions
    │   ├── O-KNOTS.csv                                  # Origin KNOTs: inherited/experience-gap uncertainties
    │   ├── Y-KNOTS.csv                                  # Derived KNOTs: regulatory/requirement-driven unknowns
    │   ├── DISCOVERY_LOG.md                             # Chronological narrative of uncertainty identification
    │   └── GRADUATION_CRITERIA.md                       # Rules for promoting GENESIS items to subject KNOTs
    │
    └── XX-YY-ZZ-<subject-slug>/                         # Subject folder (e.g., 28-10-00-fuel-storage-general)
        ├── README.md                                    # Subject overview, contract pointers, quick links
        ├── SUBJECT_MANIFEST.yaml                        # Inventory snapshot: artifact counts, status summary
        │
        ├── GOVERNANCE/                                  # Subject-level overrides (optional, inherits system)
        │   ├── README.md                                # Override scope and inheritance from system policy
        │   ├── BASELINES.md                             # Subject-specific baseline definitions (if different)
        │   ├── BASELINE_REGISTER.csv                    # Subject baseline log (if managed separately)
        │   ├── CHANGE_LOG.md                            # Subject-specific change history
        │   ├── CHANGE_CONTROL/                          # Subject ECR/ECO if delegated authority
        │   │   ├── ECR/                                 # Subject-scoped Engineering Change Requests
        │   │   ├── ECO/                                 # Subject-scoped Engineering Change Orders
        │   │   └── CCB_MINUTES/                         # Subject CCB records (if separate board)
        │   ├── APPROVALS/                               # Subject approval artifacts
        │   │   ├── APPROVAL_MATRIX.csv                  # Subject-specific approval authorities
        │   │   └── GATE_REVIEWS/                        # Subject gate review records
        │   └── RELEASES/                                # Subject release management
        │       └── RELEASE_REGISTER.csv                 # Subject release log
        │
        ├── INDEX/                                       # Subject-level navigation and compliance tracking
        │   ├── README.md                                # Index usage and regeneration for this subject
        │   ├── SSOT_INDEX.yaml                          # Authoritative sources within this subject
        │   ├── TRACE_MATRIX.csv                         # Intra-subject traceability (REQ↔DES↔TEST↔PUB)
        │   ├── ID_REGISTRY.csv                          # All IDs within this subject
        │   └── COMPLIANCE_STATUS.yaml                   # Certification requirement compliance dashboard
        │
        ├── KDB/                                         # Knowledge Data Base — authoritative engineering truth
        │   ├── README.md                                # KDB structure, DEV vs LM distinction, policies
        │   ├── DEV/                                     # Development workspace (NOT baselined, mutable)
        │   │   ├── working/                             # Active work-in-progress artifacts
        │   │   ├── trade-studies/                       # Trade study drafts and comparisons
        │   │   ├── prototypes/                          # Prototype designs, code, models
        │   │   └── dev-evidence/                        # Supporting evidence not yet promoted
        │   └── LM/                                      # Lifecycle-Managed artifacts (BASELINED, controlled)
        │       └── SSOT/                                # Single Source of Truth container
        │           ├── SSOT_POLICY.md                   # What qualifies as SSOT, promotion rules
        │           └── PLM/                             # Product Lifecycle Management (LC01–LC10)
        │               ├── LC01_PROBLEM_STATEMENT/      # Uncertainty orchestration and planning
        │               │   ├── README.md                # LC01 purpose: KNOT/KNU management overview
        │               │   ├── KNOTS.csv                # Uncertainty register (KNOT-ATAxx-yy-zz-NNN)
        │               │   ├── KNU_PLAN.csv             # Planned knowledge units per KNOT
        │               │   ├── TIMELINE.csv             # Milestones and target dates for closure
        │               │   ├── RACI.csv                 # Stakeholder responsibility matrix
        │               │   ├── TRACE_LC01.csv           # Traceability from KNOT→KNU→artifact
        │               │   └── PACKAGES/                # LC01 artifact packages by type
        │               │       ├── KNOT_MGMT/           # KNOT lifecycle management artifacts
        │               │       ├── KNU_PLANNING/        # KNU planning and scheduling artifacts
        │               │       ├── GOVERNANCE/          # LC01-specific governance documents
        │               │       └── INCENTIVES/          # Token allocation for this subject's KNOTs
        │               ├── LC02_SYSTEM_REQUIREMENTS/    # Requirements definition and management
        │               │   ├── README.md                # LC02 purpose: requirements engineering overview
        │               │   ├── REQUIREMENTS_MANAGEMENT_PLAN.md  # How requirements are captured/traced
        │               │   ├── TRACE_LC02.csv           # REQ→parent, REQ→derived traceability
        │               │   └── PACKAGES/                # LC02 artifact packages by type
        │               │       ├── REQ/                 # Requirement specifications (SRS, SSS)
        │               │       ├── ICD/                 # Interface Control Documents
        │               │       ├── DATA/                # Data requirements and schemas
        │               │       └── COMPLIANCE_INTENT/   # Intended means of compliance per requirement
        │               ├── LC03_SAFETY_RELIABILITY/     # Safety assessment and reliability engineering
        │               │   ├── README.md                # LC03 purpose: safety/reliability overview
        │               │   ├── SAFETY_ASSESSMENT_PLAN.md  # Safety assessment methodology (ARP4761)
        │               │   ├── TRACE_LC03.csv           # Hazard→requirement→mitigation traceability
        │               │   └── PACKAGES/                # LC03 artifact packages by type
        │               │       ├── SAFETY/              # FHA, PSSA, SSA, hazard logs
        │               │       ├── RELIABILITY/         # FMEA, FMECA, reliability predictions
        │               │       └── HAZARD_MGMT/         # Hazard tracking and mitigation status
        │               ├── LC04_DESIGN_DEFINITION_DMU/  # Design definition and Digital Mock-Up
        │               │   ├── README.md                # LC04 purpose: design engineering overview
        │               │   ├── DESIGN_DESCRIPTION_DOCUMENT.md  # System/component design narrative
        │               │   ├── TRACE_LC04.csv           # REQ→design element traceability
        │               │   └── PACKAGES/                # LC04 artifact packages by type
        │               │       ├── DESIGN/              # Design specifications, drawings, models
        │               │       ├── CONFIG/              # Configuration items and BOM
        │               │       └── INTERFACES/          # Interface definitions and protocols
        │               ├── LC05_ANALYSIS_MODELS_CAE/    # Analysis and Computer-Aided Engineering
        │               │   ├── README.md                # LC05 purpose: analysis/modeling overview
        │               │   ├── ANALYSIS_PLAN.md         # Analysis strategy and tool selection
        │               │   ├── TRACE_LC05.csv           # Model→requirement→result traceability
        │               │   └── PACKAGES/                # LC05 artifact packages by type
        │               │       ├── ANALYSIS/            # Analysis reports (FEA, CFD, thermal)
        │               │       ├── MODELS/              # Simulation models and input files
        │               │       └── VALIDATION/          # Model validation evidence
        │               ├── LC06_INTEGRATION_TEST_PMU/   # Integration, test, and Physical Mock-Up
        │               │   ├── README.md                # LC06 purpose: test engineering overview
        │               │   ├── TEST_PROGRAM_PLAN.md     # Test strategy, matrix, and resources
        │               │   ├── TRACE_LC06.csv           # REQ→test case→result traceability
        │               │   └── PACKAGES/                # LC06 artifact packages by type
        │               │       ├── TEST/                # Test procedures, reports, data
        │               │       ├── INTEGRATION/         # Integration test artifacts
        │               │       └── CONFORMITY/          # Conformity inspection records
        │               ├── LC07_QUALITY/                # Quality assurance and process compliance
        │               │   ├── README.md                # LC07 purpose: quality management overview
        │               │   ├── QUALITY_ASSURANCE_PLAN.md  # QA methodology and audit schedule
        │               │   ├── TRACE_LC07.csv           # Process→audit→finding traceability
        │               │   └── PACKAGES/                # LC07 artifact packages by type
        │               │       ├── QA/                  # Audit reports, NCR logs, CAPA
        │               │       ├── PROCESS_COMPLIANCE/  # Process adherence evidence
        │               │       └── ACCEPTANCE/          # Acceptance test and inspection records
        │               ├── LC08_FLIGHT_TEST_CERTIFICATION/  # Certification and flight test
        │               │   ├── README.md                # LC08 purpose: certification overview
        │               │   ├── CERTIFICATION_PLAN.md    # Certification strategy and timeline
        │               │   ├── MEANS_OF_COMPLIANCE.md   # MoC matrix (how each req is shown compliant)
        │               │   ├── COMPLIANCE_MATRIX.csv    # Regulation→requirement→evidence matrix
        │               │   ├── TRACE_LC08.csv           # Regulation→evidence traceability
        │               │   └── PACKAGES/                # LC08 artifact packages by type
        │               │       ├── CERT_BASIS/          # Certification basis documents (CS/FAR refs)
        │               │       ├── COMPLIANCE/          # Compliance substantiation data
        │               │       └── FLIGHT_TEST/         # Flight test plans, reports, data
        │               ├── LC09_GREEN_AIRCRAFT_BASELINES/  # Environmental and sustainability
        │               │   ├── README.md                # LC09 purpose: ESG/sustainability overview
        │               │   ├── ESG_REPORT.md            # Environmental, Social, Governance summary
        │               │   ├── TRACE_LC09.csv           # ESG goal→action→evidence traceability
        │               │   └── PACKAGES/                # LC09 artifact packages by type
        │               │       ├── ESG/                 # ESG metrics and reporting
        │               │       ├── LCA/                 # Life Cycle Assessment artifacts
        │               │       └── ENV_COMPLIANCE/      # Environmental regulation compliance
        │               └── LC10_INDUSTRIALIZATION_PRODUCTION_CAM/  # Manufacturing and production
        │                   ├── README.md                # LC10 purpose: industrialization overview
        │                   ├── PRODUCTION_PLAN.md       # Production strategy and ramp-up
        │                   ├── TRACE_LC10.csv           # Design→process→tooling traceability
        │                   └── PACKAGES/                # LC10 artifact packages by type
        │                       ├── INDUSTRIAL/          # Manufacturing process specs
        │                       ├── SUPPLY/              # Supply chain and procurement
        │                       └── QUALITY_PROD/        # Production quality control
        │
        ├── CONTRACTS/                                   # Contract-first governance (KDB→IDB transformation)
        │   ├── README.md                                # Contract system overview and enforcement
        │   ├── KITDM-CTR-LM-CSDB_ATAxx-yy-zz.yaml       # Contract: KDB→CSDB publication rules
        │   ├── KITDM-CTR-LM-EXPORT_ATAxx-yy-zz.yaml     # Contract: CSDB→PDF/HTML export rules
        │   ├── KITDM-CTR-LM-IETP_ATAxx-yy-zz.yaml       # Contract: CSDB→IETP runtime packaging
        │   ├── KITDM-CTR-OPS-SB_ATAxx-yy-zz.yaml        # Contract: Service Bulletin generation rules
        │   ├── KITDM-CTR-OPS-REPAIR_ATAxx-yy-zz.yaml    # Contract: Repair data publication rules
        │   ├── KITDM-CTR-OPS-QUERY_ATAxx-yy-zz.yaml     # Contract: Technical query response rules
        │   ├── KITDM-CTR-OPS-COC_ATAxx-yy-zz.yaml       # Contract: Certificate of Conformance rules
        │   ├── CONTRACT_APPROVAL_LOG.csv                # Log of contract approvals and versions
        │   └── EVIDENCE/                                # Contract validation evidence
        │       ├── ACCEPTANCE_CRITERIA.md               # Pass/fail criteria for contract satisfaction
        │       ├── TRACE_MATRIX_TEMPLATE.csv            # Template for input→output trace validation
        │       └── VALIDATION_REPORTS/                  # Per-run validation report storage
        │
        ├── ASIT/                                        # Aircraft System Information Transponder (automation)
        │   ├── README.md                                # ASIT purpose: automated KDB→IDB pipeline
        │   ├── asit_config.yaml                         # Global ASIT configuration for this subject
        │   ├── pipelines/                               # Pipeline definitions (DAGs, workflows)
        │   ├── rules/                                   # Transformation and validation rules
        │   ├── k8s/                                     # Kubernetes deployment manifests (if applicable)
        │   └── runs/                                    # Historical run artifacts (immutable)
        │       └── YYYYMMDD-HHMM__<contract-id>/        # Individual run folder (timestamped)
        │           ├── INPUT_MANIFEST.json              # Snapshot of input artifacts consumed
        │           ├── CONTEXT.json                     # Runtime context (versions, configs)
        │           ├── SELECTION_MANIFEST.json          # Which KDB artifacts were selected
        │           ├── OUTPUT_MANIFEST.json             # What IDB artifacts were produced
        │           ├── TRACE_MATRIX.csv                 # Input→output trace for this run
        │           ├── VALIDATION_REPORT.json           # BREX/schema validation results
        │           ├── METRICS.json                     # Run metrics (duration, counts, errors)
        │           └── LOG.txt                          # Execution log for debugging
        │
        └── IDB/                                         # Information Data Base — consumption/delivery surface
            ├── README.md                                # IDB structure, OPS vs PUB distinction
            ├── IDB_GOVERNANCE.md                        # IDB-specific governance and release policy
            │
            ├── OPS/                                     # Operational domain (in-service lifecycle)
            │   └── LM/                                  # Lifecycle-Managed operational artifacts (LC11–LC14)
            │       ├── LC11_OPERATIONS_CUSTOMIZATION/   # Operator customization and configuration
            │       │   ├── README.md                    # LC11 purpose: operator customization overview
            │       │   └── PACKAGES/                    # LC11 artifact packages by type
            │       │       ├── CUSTOMER_DELTAS/         # Operator-specific configuration changes
            │       │       ├── OPS_CONFIG/              # Operational configuration parameters
            │       │       └── RELEASE_NOTES/           # Operator-facing release documentation
            │       ├── LC12_SUPPORT_SERVICES/           # Technical support and field services
            │       │   ├── README.md                    # LC12 purpose: support services overview
            │       │   ├── PACKAGES/                    # LC12 artifact packages by type
            │       │   │   ├── SB/                      # Service Bulletins (mandatory/optional)
            │       │   │   ├── REPAIR/                  # In-service repair authorizations
            │       │   │   ├── QUERY/                   # Technical query responses (QSR)
            │       │   │   ├── AOG/                     # Aircraft on Ground support records
            │       │   │   ├── COC/                     # Certificates of Conformance issued
            │       │   │   └── COMPLIANCE/              # AD/SB compliance tracking
            │       │   ├── CASES/                       # Support case management records
            │       │   └── INDEX/                       # LC12 navigation and case index
            │       ├── LC13_MRO_SUSTAINMENT/            # Maintenance, Repair, Overhaul
            │       │   ├── README.md                    # LC13 purpose: MRO sustainment overview
            │       │   └── PACKAGES/                    # LC13 artifact packages by type
            │       │       │
            │       │       ├── Maintenance_Source/      # Scheduled maintenance → publishes to IDB/PUB/AMM/
            │       │       │   ├── README.md            # Maintenance source overview + AMM mapping
            │       │       │   ├── AMM_TASKS/           # Aircraft Maintenance Manual task cards
            │       │       │   ├── MSG3_TASK_CARDS/     # MSG-3 derived maintenance tasks
            │       │       │   ├── MPD_TASKS/           # Maintenance Planning Document tasks
            │       │       │   ├── TASK_EXECUTION_LOGS/ # Completed task execution records
            │       │       │   ├── CONDITION_MONITORING/# On-condition and health monitoring
            │       │       │   └── EVIDENCE/            # Maintenance completion evidence
            │       │       │
            │       │       ├── Repair_Source/           # Structural repairs → publishes to IDB/PUB/SRM/
            │       │       │   ├── README.md            # Repair source overview + SRM mapping
            │       │       │   ├── SRM_REPAIRS/         # Structural Repair Manual repairs
            │       │       │   ├── REPAIR_SCHEMES/      # Approved repair schemes/drawings
            │       │       │   ├── DAMAGE_REPORTS/      # Damage assessment reports
            │       │       │   ├── DISPOSITION_RECORDS/ # Repair disposition decisions
            │       │       │   ├── TECHNICAL_APPROVALS/ # Engineering approvals for repairs
            │       │       │   └── EVIDENCE/            # Repair completion evidence
            │       │       │
            │       │       └── Overhaul_Source/         # Component overhaul → publishes to IDB/PUB/CMM/
            │       │           ├── README.md            # Overhaul source overview + CMM mapping
            │       │           ├── SHOP_VISIT_REPORTS/  # Component shop visit reports
            │       │           ├── CMM_TASKS/           # Component Maintenance Manual tasks
            │       │           ├── TEARDOWN_FINDINGS/   # Inspection findings at teardown
            │       │           ├── PARTS_REPLACEMENT/   # Parts replacement records
            │       │           ├── CONFIG_STATUS_EFFECTIVITY/  # As-maintained configuration
            │       │           └── EVIDENCE/            # Overhaul completion evidence
            │       └── LC14_RETIREMENT_CIRCULARITY/     # End-of-life and circular economy
            │           ├── README.md                    # LC14 purpose: retirement/circularity overview
            │           └── PACKAGES/                    # LC14 artifact packages by type
            │               ├── DISMANTLING/             # Aircraft dismantling procedures/records
            │               ├── MATERIAL_RECOVERY/       # Material recovery and recycling data
            │               ├── DPP_CLOSURE/             # Digital Product Passport closure
            │               └── ESG_EOL/                 # End-of-life ESG reporting
            │
            ├── PUB/                                     # Publication deliverables (S1000D + exports)
            │   ├── README.md                            # Publication structure and BREX overview
            │   │
            │   ├── AMM/                                 # Aircraft Maintenance Manual ← LC13/Maintenance_Source
            │   │   ├── CSDB/                            # S1000D Common Source Database
            │   │   │   ├── DM/                          # Data Modules (atomic content units)
            │   │   │   ├── PM/                          # Publication Modules (assembly structures)
            │   │   │   ├── DML/                         # Data Module Lists (controlled inventories)
            │   │   │   ├── BREX/                        # Business Rules Exchange (validation rules)
            │   │   │   ├── ICN/                         # Information Control Numbers (graphics)
            │   │   │   ├── COMMON/                      # Reusable content (warnings, cautions, notes)
            │   │   │   └── APPLICABILITY/               # ACT/PCT/CCT applicability filtering
            │   │   ├── EXPORT/                          # Rendered deliverables
            │   │   │   ├── PDF/                         # PDF exports per publication
            │   │   │   └── HTML/                        # HTML exports per publication
            │   │   └── IETP_RUNTIME/                    # Interactive Electronic Technical Publication
            │   │       ├── app/                         # IETP viewer application code
            │   │       ├── data/                        # Pre-processed content for viewer
            │   │       ├── operators/                   # Operator-specific view configurations
            │   │       └── README.md                    # IETP deployment and configuration guide
            │   │
            │   ├── IPC/                                 # Illustrated Parts Catalog publications
            │   │
            │   ├── SRM/                                 # Structural Repair Manual ← LC13/Repair_Source
            │   │   ├── CSDB/                            # S1000D Common Source Database
            │   │   │   ├── DM/                          # Data Modules (repair procedures)
            │   │   │   ├── PM/                          # Publication Modules
            │   │   │   ├── DML/                         # Data Module Lists
            │   │   │   ├── BREX/                        # Business Rules Exchange
            │   │   │   ├── ICN/                         # Graphics (damage maps, repair drawings)
            │   │   │   ├── COMMON/                      # Reusable content
            │   │   │   └── APPLICABILITY/               # ACT/PCT/CCT
            │   │   ├── EXPORT/                          # Rendered deliverables
            │   │   │   ├── PDF/                         # PDF exports
            │   │   │   └── HTML/                        # HTML exports
            │   │   └── IETP_RUNTIME/                    # Interactive viewer
            │   │
            │   └── CMM/                                 # Component Maintenance Manual ← LC13/Overhaul_Source
            │       ├── CSDB/                            # S1000D Common Source Database
            │       │   ├── DM/                          # Data Modules (overhaul procedures)
            │       │   ├── PM/                          # Publication Modules
            │       │   ├── DML/                         # Data Module Lists
            │       │   ├── BREX/                        # Business Rules Exchange
            │       │   ├── ICN/                         # Graphics (exploded views, tooling)
            │       │   ├── COMMON/                      # Reusable content
            │       │   └── APPLICABILITY/               # ACT/PCT/CCT
            │       ├── EXPORT/                          # Rendered deliverables
            │       │   ├── PDF/                         # PDF exports
            │       │   └── HTML/                        # HTML exports
            │       └── IETP_RUNTIME/                    # Interactive viewer
            │
            └── INDEX/                                   # IDB provenance, audit, and release tracking
                ├── IDB_RELEASE_NOTES.md                 # Release notes for current IDB version
                ├── IDB_TRACE_SUMMARY.md                 # Summary of KDB→IDB transformation traces
                ├── IDB_INDEX.json                       # Machine-readable IDB artifact index
                ├── PUBLICATION_MANIFEST.yaml            # List of all publications with versions
                ├── BASELINE_REFERENCE.yaml              # Which KDB baseline produced this IDB
                ├── APPLICABILITY_INDEX.json             # Applicability cross-reference (MSN/config)
                ├── OPERATOR_VIEWS.json                  # Operator-specific view configurations
                ├── COMPLIANCE_CHECKLIST.md              # Publication compliance verification checklist
                ├── COMPLIANCE_STATUS_DASHBOARD.html     # Visual compliance status (generated)
                ├── CHANGELOG.md                         # IDB change history (delta from prior release)
                ├── METRICS_DASHBOARD.html               # Publication metrics (coverage, quality)
                └── DPP_ANCHOR_RECEIPT.json              # Digital Product Passport anchoring proof

Legend

Symbol	Meaning
`#`	Inline comment explaining purpose
`/`	Directory (folder)
`.md`	Markdown narrative document
`.csv`	Comma-separated tabular data
`.yaml`	Structured configuration/data
`.json`	Machine-readable data/manifest
`.html`	Generated visual artifact

LC13 Source → Publication Mapping

OPS Source (LC13)	Publishes To	Manual Type
`Maintenance_Source/`	`IDB/PUB/AMM/`	Aircraft Maintenance Manual
`Repair_Source/`	`IDB/PUB/SRM/`	Structural Repair Manual
`Overhaul_Source/`	`IDB/PUB/CMM/`	Component Maintenance Manual

Data Flow:

LC13/PACKAGES/Maintenance_Source/AMM_TASKS/
        │
        ▼ (via CONTRACTS + ASIT pipeline)
        │
IDB/PUB/AMM/CSDB/DM/

Each source folder contains the authoritative operational data that feeds the corresponding S1000D publication through the contract-governed ASIT transformation pipeline.

Quick Reference: Key Directories

Path	Purpose	Baseline Status
`KDB/DEV/`	Active development workspace	NOT baselined
`KDB/LM/SSOT/PLM/`	Authoritative engineering truth	BASELINED
`IDB/OPS/LM/`	In-service operational data	BASELINED
`IDB/OPS/LM/LC13/.../Maintenance_Source/`	AMM source data	BASELINED
`IDB/OPS/LM/LC13/.../Repair_Source/`	SRM source data	BASELINED
`IDB/OPS/LM/LC13/.../Overhaul_Source/`	CMM source data	BASELINED
`IDB/PUB/AMM/`	Aircraft Maintenance Manual	BASELINED
`IDB/PUB/SRM/`	Structural Repair Manual	BASELINED
`IDB/PUB/CMM/`	Component Maintenance Manual	BASELINED
`IDB/PUB/IPC/`	Illustrated Parts Catalog	BASELINED
`GENESIS/`	Uncertainty discovery	NOT baselined
`CONTRACTS/`	Transformation governance	BASELINED
`ASIT/runs/`	Automation execution history	Immutable archive

Canonical “Package Types” (What belongs under `PACKAGES/`)

These are the generic package types used across all ATA subjects, aligned with your KDB/LM/SSOT/PLM/LCxx/.../PACKAGES/ pattern and your OPS split:

PLM (LC01–LC10)

LC01: KNOT_MGMT, KNU_PLANNING, GOVERNANCE, INCENTIVES
LC02: REQ, ICD, DATA, COMPLIANCE_INTENT
LC03: SAFETY, RELIABILITY, HAZARD_MGMT
LC04: DESIGN, CONFIG, INTERFACES
LC05: ANALYSIS, MODELS, VALIDATION
LC06: TEST, INTEGRATION, CONFORMITY
LC07: QA, PROCESS_COMPLIANCE, ACCEPTANCE
LC08: CERT_BASIS, COMPLIANCE, FLIGHT_TEST
LC09: ESG, LCA, ENV_COMPLIANCE
LC10: INDUSTRIAL, SUPPLY, QUALITY_PROD

OPS (LC11–LC14)

LC11: CUSTOMER_DELTAS, OPS_CONFIG, RELEASE_NOTES
LC12: SB, REPAIR, QUERY, AOG, COC, COMPLIANCE (+ CASES, INDEX)
LC13: Maintenance_Source, Repair_Source, Overhaul_Source (each with EVIDENCE/)
LC14: DISMANTLING, MATERIAL_RECOVERY, DPP_CLOSURE, ESG_EOL

Minimal ID Grammar (to keep everything consistent)

Section-level GENESIS:
- O-KNOT-ATA<XX>-<YY>-<NNN>
- Y-KNOT-ATA<XX>-<YY>-<NNN>
Subject-level orchestration:
- KNOT-ATA<XX>-<YY>-<ZZ>-<NNN>
- KNU-ATA<XX>-<YY>-<ZZ>-<KNOTNNN>-<TYPE>-<NNN>

Example subject slug you gave:

ATA28-10-00_fuel-storage-general is valid as:
- folder: 28-10-storage/28-10-00_fuel-storage-general/
- scope token: ATA28-10-00

4. OPT-IN Framework

4.1 Five-Axis Topology

The OPT-IN Framework organizes all 79 ATA chapters across five axes:

Axis	Name	ATA Chapters	Scope
O	Organizations	00–05	General, maintenance policy, operations org, airworthiness
P	Programs	06–12	Dimensions, lifting, leveling, towing, parking, servicing
T	Technologies	20–80	All on-board systems (airframe, avionics, propulsion, etc.)
I	Infrastructures	03, 08, 10, 12, 85, IN-XX	Ground support, H₂ logistics, facilities
N	Neural Networks	95, 96, 97, 98	AI/ML, traceability, DPP, governance

Note: Some chapters appear in multiple axes with different sub-scopes (e.g., ATA 08 PROGRAMS vs ATA 08 INFRA)

4.2 Complete Directory Structure

Click to expand full OPT-IN directory tree

OPT-IN_FRAMEWORK/
├── README.md
├── 00_INDEX.md
│
├── O-ORGANIZATIONS/                                      # ATA 00–05
│   ├── README.md
│   ├── 00_INDEX.md
│   ├── ATA_00-GENERAL/
│   ├── ATA_01-MAINTENANCE_POLICY/
│   ├── ATA_02-OPERATIONS_ORG/
│   ├── ATA_03-SUPPORT_INFORMATION/
│   ├── ATA_04-AIRWORTHINESS_LIMITATIONS/
│   └── ATA_05-TIME_LIMITS_MAINT_CHECKS/
│
├── P-PROGRAMS/                                           # ATA 06–12
│   ├── README.md
│   ├── 00_INDEX.md
│   ├── ATA_06-DIMENSIONS_AND_AREAS/
│   ├── ATA_07-LIFTING_AND_SHORING/
│   ├── ATA_08-LEVELING_AND_WEIGHING/
│   ├── ATA_09-TOWING_AND_TAXIING/
│   ├── ATA_10-PARKING_MOORING_STORAGE_RETURN_TO_SERVICE/
│   ├── ATA_11-PLACARDS_AND_MARKINGS/
│   └── ATA_12-SERVICING/
│
├── T-TECHNOLOGIES_AMEDEOPELLICCIA-ON_BOARD_SYSTEMS/
│   ├── README.md
│   ├── 00_INDEX.md
│   │
│   ├── A-AIRFRAME_CABINS/
│   │   ├── ATA_20-STANDARD_PRACTICES_AIRFRAME/
│   │   ├── ATA_25-EQUIPMENT_FURNISHINGS/
│   │   ├── ATA_44-CABIN_SYSTEMS/
│   │   ├── ATA_50-CARGO_AND_ACCESSORY_COMPARTMENTS/
│   │   ├── ATA_51-STANDARD_PRACTICES_GENERAL/
│   │   ├── ATA_52-DOORS/
│   │   ├── ATA_53-FUSELAGE/
│   │   ├── ATA_54-NACELLES_PYLONS/
│   │   ├── ATA_55-STABILIZERS/
│   │   ├── ATA_56-WINDOWS/
│   │   └── ATA_57-WINGS/
│   │
│   ├── M-MECHANICS/
│   │   ├── ATA_27-FLIGHT_CONTROLS/
│   │   ├── ATA_29-HYDRAULIC_POWER/
│   │   └── ATA_32-LANDING_GEAR/
│   │
│   ├── E1-ENVIRONMENT/
│   │   ├── ATA_21-AIR_CONDITIONING_PRESSURIZATION/
│   │   ├── ATA_26-FIRE_PROTECTION/
│   │   ├── ATA_30-ICE_RAIN_PROTECTION/
│   │   ├── ATA_35-OXYGEN/
│   │   ├── ATA_36-PNEUMATIC/
│   │   ├── ATA_37-VACUUM/
│   │   ├── ATA_38-WATER_WASTE/
│   │   └── ATA_47-NITROGEN_GENERATION_SYSTEM/
│   │
│   ├── D-DATA/
│   │   ├── ATA_31-INDICATING_RECORDING/
│   │   └── ATA_45-CENTRAL_MAINTENANCE_SYSTEM_CMS/
│   │
│   ├── I-INFORMATION/
│   │   └── ATA_46-INFORMATION_SYSTEMS/
│   │
│   ├── E2-ENERGY/
│   │   ├── ATA_24-ELECTRICAL_POWER/
│   │   └── ATA_49-AIRBORNE_AUXILIARY_POWER_APU/
│   │
│   ├── E3-ELECTRICS/
│   │   ├── ATA_33-LIGHTS/
│   │   └── ATA_39-ELECTRICAL_ELECTRONIC_PANELS_MULTIPURPOSE_COMPONENTS/
│   │
│   ├── L1-LOGICS/
│   │   └── 00_RESERVED_AS_REQUIRED/
│   │
│   ├── L2-LINKS/
│   │   └── ATA_34-NAVIGATION/
│   │
│   ├── C1-COMMS/
│   │   └── ATA_23-COMMUNICATIONS/
│   │
│   ├── C2-CIRCULAR_CRYOGENIC_CELLS/
│   │   └── ATA_28-FUEL/
│   │
│   ├── I2-INTELLIGENCE/
│   │   ├── ATA_95-AI_ML_MODELS/
│   │   └── ATA_97-SYNTHETIC_DATA_VALIDATION/
│   │
│   ├── A2-AVIONICS/
│   │   ├── ATA_22-AUTO_FLIGHT/
│   │   └── ATA_42-INTEGRATED_MODULAR_AVIONICS/
│   │
│   ├── O-OPERATING_SYSTEMS/
│   │   └── ATA_40-MULTISYSTEM/
│   │
│   └── P-PROPULSION/
│       ├── ATA_60-STANDARD_PRACTICES_PROPELLER_ROTOR/
│       ├── ATA_61-PROPELLERS_PROPULSORS/
│       ├── ATA_71-POWER_PLANT/
│       ├── ATA_72-ENGINE_TURBINE_TURBOPROP_DUCTED_UNDUCTED_FAN/
│       ├── ATA_73-ENGINE_FUEL_AND_CONTROL/
│       ├── ATA_74-IGNITION/
│       ├── ATA_75-AIR/
│       ├── ATA_76-ENGINE_CONTROLS/
│       ├── ATA_77-ENGINE_INDICATING/
│       ├── ATA_78-EXHAUST/
│       ├── ATA_79-OIL/
│       └── ATA_80-STARTING/
│
├── I-INFRASTRUCTURES/                                     # Ground support
│   ├── README.md
│   ├── 00_INDEX.md
│   ├── ATA_03-SUPPORT_INFRA/
│   ├── ATA_08-LEVELING_AND_WEIGHING_INFRA/
│   ├── ATA_10-PARKING_MOORING_STORAGE_RTS_INFRA/
│   ├── ATA_12-SERVICING_INFRA/
│   ├── ATA_85-FUEL_CELL_SYSTEMS_INFRA/
│   └── ATA_IN_H2_GSE_AND_SUPPLY_CHAIN/
│
└── N-NEURAL_NETWORKS/                                     # Governance + AI
    ├── README.md
    ├── 00_INDEX.md
    ├── ATA_96-TRACEABILITY_DPP_LEDGER/
    └── ATA_98-RESERVED_PROGRAM_SLOT/

5. Governance & Workflows

5.1 KNOT Lifecycle

Work in this repository is managed through KNOTs (uncertainties) and KNUs (artifacts):

Concept	Definition
KNOT	A Known uNknOwn Topic — an identified uncertainty requiring resolution
KNU	A Knowledge Unit — a concrete artifact that addresses a KNOT

KNOT Lifecycle Flow

┌─────────────────────────────────────────────────────────────────────────────┐
│                           KNOT LIFECYCLE                                     │
├─────────────────────────────────────────────────────────────────────────────┤
│                                                                              │
│  1. IDENTIFICATION                                                           │
│     ├─ Uncertainty logged in KNOTS.csv                                       │
│     ├─ Residual uncertainty = 100 (maximum)                                  │
│     └─ Status = OPEN                                                         │
│                                                                              │
│  2. PLANNING                                                                 │
│     ├─ Expected KNUs defined in KNU_PLAN.csv                                │
│     ├─ Timeline milestones set in TIMELINE.csv                              │
│     ├─ RACI responsibilities assigned                                        │
│     └─ TT reward pool allocated in TOKENOMICS_TT.yaml                       │
│                                                                              │
│  3. EXECUTION                                                                │
│     ├─ KNU artifacts produced in LC02–LC14 and PUB/CSDB                     │
│     ├─ Effort and impact recorded per KNU                                   │
│     └─ Status = IN_PROGRESS                                                  │
│                                                                              │
│  4. CLOSURE                                                                  │
│     ├─ All KNUs reach COMPLETE or ACCEPTED status                           │
│     ├─ Residual reduced to target (e.g., 100 → ≤10)                         │
│     ├─ All PUB artifacts pass BREX validation                               │
│     ├─ All trace links resolve (no dangling references)                     │
│     ├─ Signoffs captured in evidence pack                                   │
│     ├─ TT rewards distributed: w_i = α·Ê_i + (1-α)·Î_i                      │
│     ├─ Awards logged to AWARDS_TT.csv + finance/ledger.json                 │
│     └─ Status = CLOSED                                                       │
│                                                                              │
└─────────────────────────────────────────────────────────────────────────────┘

KNOTS.csv Schema

Field	Description
`KNOT_ID`	Unique identifier (e.g., `KNOT-ATA28-10-00-001`)
`Title`	Short description of the uncertainty
`Problem_Statement`	What is unknown and why it matters
`Scope`	In-scope / out-of-scope boundaries
`Status`	`OPEN` / `IN_PROGRESS` / `BLOCKED` / `CLOSED`
`Owner_AoR`	Primary Area of Responsibility
`Stakeholders`	Semicolon-separated list of involved AoRs
`Residual_Before`	Initial uncertainty level (0–100)
`Residual_Target`	Acceptable residual at closure
`Dependencies`	Other KNOTs this depends on
`Target_Close_Date`	Expected closure date

KNU_PLAN.csv Schema

Field	Description
`KNU_ID`	Unique identifier (e.g., `KNU-ATA28-10-00-REQ-001`)
`KNOT_ID`	Parent KNOT being addressed
`KNU_Type`	`REQ` / `ICD` / `ANA` / `TEST` / `SAF` / `CM` / `PUB`
`Artifact_Class`	`SSOT` or `CSDB`
`Expected_Location`	Relative path to target folder
`Acceptance_Criteria`	What makes this KNU complete
`Verification_Method`	`Review` / `Inspection` / `Test` / `BREX+CI`
`Owner_AoR`	Responsible stakeholder
`Due_Date`	Target completion date
`Status`	`PLANNED` / `IN_PROGRESS` / `COMPLETE` / `ACCEPTED`
`Effort_Predicted`	Estimated effort (story points)

Allowed AoR (Area of Responsibility) Values

AoR Code	Role
`STK_SE`	Systems Engineering
`STK_SAF`	Safety
`STK_CERT`	Certification
`STK_CM`	Configuration Management
`STK_OPS`	Operations
`STK_TEST`	Test & Verification
`STK_PMO`	Program Management
`STK_AI`	AI/ML Engineering
`STK_CY`	Circularity
`STK_MRO`	Maintenance, Repair, Overhaul
`STK_DATA`	Data Management

5.2 Contract-Based Transformation

Every KDB → IDB transformation is governed by an explicit contract:

Contract Structure (KITDM-CTR-XXX.yaml)

contract:
  id: "KITDM-CTR-001"
  name: "KDB to CSDB Transformation"
  version: "1.0.0"
  effective_date: "2026-01-15"

source:
  type: "KDB"
  paths:
    - "KDB/SSOT/PLM/LC04_DESIGN_DEFINITION_DMU/"
    - "KDB/SSOT/PLM/LC02_SYSTEM_REQUIREMENTS/"
  required_maturity: "ACCEPTED"

target:
  type: "IDB/PUB/CSDB"
  output_path: "IDB/PUB/AMM/CSDB/DM/"
  format: "S1000D-5.0"

transformation:
  rules:
    - rule_id: "TR-001"
      description: "Requirements to Descriptive DM"
      source_pattern: "LC02/**/REQ-*.md"
      target_template: "templates/dm-description.xml"
      validation: "BREX-001"
  
  exclusions:
    - "DRAFT/**"
    - "**/_archive/**"

validation:
  brex_rules:
    - "BREX/AMPEL-BREX-01.xml"
  schema_version: "S1000D-5.0"
  require_trace_matrix: true

governance:
  approvers:
    - "STK_CM"
    - "STK_SE"
  review_cycle: "30d"
  
audit:
  log_level: "FULL"
  retention: "10y"
  hash_algorithm: "SHA-256"

5.3 Tokenomics & Incentive Alignment

Teknia Token (TT) System

Aspect	Specification
Token	TT (1 TT = 360 deg)
Genesis Supply	2,000,000,000 TT
Fee Structure	π-tier: 0.314% / 0.99% / 3.14%
Reward Fee	0.5%
Ledger	`finance/ledger.json` (SHA-256 hash chain)

TOKENOMICS_TT.yaml Schema

tokenomics:
  token_symbol: "TT"
  unit: "deg"
  deg_per_tt: 360

knot_reward:
  knot_id: "KNOT-ATA28-10-00-001"
  pool_tt: 100
  pool_deg: 36000

eligibility:
  require_status: ["COMPLETE", "ACCEPTED"]
  require_links_resolved: true
  require_brex_pass_for_pub: true

allocation:
  method: "effort_plus_impact"
  formula: "w_i = α·Ê_i + (1-α)·Î_i; T_i = P_k · w_i"
  params:
    alpha_effort: 0.30
    alpha_impact: 0.70
    lambda_spillover: 0.50
    rounding: "floor_deg"

measurement:
  residual_scale: "0..100"
  required_fields_per_knu:
    - effort_predicted
    - delta_residual_primary
    - delta_residual_adjacent_sum
    - verification_status
    - linked_artifacts

closure_record:
  residual_before: 100
  residual_after: null
  residual_target: 10

Token Distribution Formula

Rewards are distributed using a weighted combination of effort and impact:

w_i = α · Ê_i + (1 - α) · Î_i
T_i = P_k · w_i

Where:

Symbol	Definition
`P_k`	Pool amount (TT) for the KNOT
`α`	Effort weight (default: 0.30)
`Ê_i`	Normalized effort: `E_i / Σ E_i`
`Î_i`	Normalized impact: `I_i / Σ I_i`
`I_i`	Effective impact: `ΔR_k,i + λ · S_i`
`S_i`	Spillover: `Σ(a_k→j · ΔR_j,i)` for adjacent KNOTs
`λ`	Spillover multiplier (default: 0.50)

This ensures:

Contributors who do necessary work are rewarded (effort)
Contributors who reduce uncertainty most are rewarded more (impact)
Cross-KNOT contributions are recognized (spillover)

5.4 Change Control & Baselines

Baseline Type	Trigger	Authority	Artifacts
Design Baseline	PDR/CDR gate	STK_SE	LC04 frozen
Safety Baseline	Safety Review	STK_SAF	LC03 frozen
Certification Baseline	TC Application	STK_CERT	LC08 frozen
Production Baseline	FAI Complete	STK_CM	LC09/LC10 frozen
Publication Baseline	IDB Release	STK_CM	PUB/CSDB tagged

6. Standards & Compliance

Standard	Application
EASA CS-25 / FAA Part 25	Airworthiness requirements framing
ATA iSpec 2200	Chapter/section/subject scaffolding
S1000D Issue 5.0	Technical publications CSDB
DO-178C	Software considerations in airborne systems
DO-254	Hardware design assurance
DO-160G	Environmental qualification
DO-326A / DO-356A	Airborne security
ARP4754A	Development of civil aircraft and systems
ARP4761	Safety assessment process
ISO 15926	Industrial data standards
ISO 14001	Environmental management
EU Digital Product Passport	Circularity requirements

7. Getting Started

7.1 Prerequisites & Setup

Requirements:

Python 3.9+
Git 2.30+
2GB disk space (full clone)

Installation:

# Clone repository
git clone https://github.com/AmedeoPelliccia/AMPEL360-AIR-T.git
cd AMPEL360-AIR-T

# Install dependencies
pip install -r requirements.txt

# Setup pre-commit hooks
bash .github/hooks/setup-hooks.sh

# Verify installation
python tools/ci/optin_structure_validator.py --check

7.2 First Contribution Walkthrough

Step 1: Identify or Create a KNOT

# Navigate to target ATA section
cd OPT-IN_FRAMEWORK/T-TECHNOLOGIES_.../C2-CIRCULAR_CRYOGENIC_CELLS/ATA_28-FUEL/

# Check existing KNOTs
cat ATA-28-fuel/28-10-storage/28-10-00-00-general/KDB/GENESIS/KNOTS.csv

Step 2: Plan Your KNU

Add entry to KNU_PLAN.csv:

KNU_ID,KNOT_ID,KNU_Type,Artifact_Class,Expected_Location,Acceptance_Criteria,Owner_AoR,Due_Date,Status,Effort_Predicted
KNU-ATA28-10-00-REQ-005,KNOT-ATA28-10-00-001,REQ,SSOT,../LC02_SYSTEM_REQUIREMENTS/,Requirement traced + reviewed,STK_SE,2026-02-15,PLANNED,3

Step 3: Create the Artifact

# Create requirement document
cd KDB/SSOT/PLM/LC02_SYSTEM_REQUIREMENTS/
touch REQ-ATA28-10-00-005_LH2_Tank_Insulation.md

Step 4: Validate and Submit

# Validate structure
python tools/ci/optin_structure_validator.py --check --chapter 28

# Commit with conventional format
git add .
git commit -m "feat(ATA28): Add LH2 tank insulation requirement

- Addresses KNOT-ATA28-10-00-001
- KNU-ATA28-10-00-REQ-005 now IN_PROGRESS
- Effort: 3 points"

# Push and create PR
git push origin feature/ata28-lh2-insulation

7.3 Role-Based Entry Points

Role	Start Here	Primary Focus
Systems Engineer	`OPT-IN_FRAMEWORK/README.md`	LC02–LC06 artifacts
Safety Engineer	`LC03_SAFETY_RELIABILITY/`	Hazard analysis, FMEA
Certification Engineer	`LC08_FLIGHT_TEST_CERTIFICATION/`	Compliance matrix
Publication Author	`IDB/PUB/AMM/CSDB/README.md`	S1000D data modules
Configuration Manager	`CONTRACTS/`	Transformation governance
Program Manager	`docs/IMPLEMENTATION_SUMMARY.md`	Status dashboards
MRO Engineer	`IDB/SSOT/SLM/LC13_MRO_SUSTAINMENT/`	Maintenance programs
AI/ML Engineer	`ATA_95-AI_ML_MODELS/`	Model lifecycle
Tokenomics Analyst	`KDB/GENESIS/TOKENOMICS_TT.yaml`	Incentive allocation

7.4 Validation & CI Checks

Local Validation:

# Full structure check
python tools/ci/optin_structure_validator.py --check

# Single chapter
python tools/ci/optin_structure_validator.py --check --chapter 28

# BREX validation (requires S1000D tools)
python tools/ci/brex_validator.py --csdb IDB/PUB/AMM/CSDB/

# Trace matrix verification
python tools/ci/trace_checker.py --contracts CONTRACTS/

CI Pipeline (GitHub Actions):

# .github/workflows/validate.yml
name: Validate
on: [push, pull_request]
jobs:
  structure:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-python@v5
        with:
          python-version: '3.11'
      - run: pip install -r requirements.txt
      - run: python tools/ci/optin_structure_validator.py --check
      - run: python tools/ci/trace_checker.py --contracts CONTRACTS/

8. CAOS Framework

CAOS (Continuous Airworthiness for Operational Sustainment) maintains airworthiness throughout the operational lifecycle:

Domain	Scope
Continued Airworthiness	AD compliance, SB tracking, modification status
Reliability Programs	MSG-3, condition monitoring, fleet trends
Operational Feedback	In-service data, SDR/MOR analysis
Technical Services	Field support, AOG response, technical bulletins
Configuration Control	As-maintained vs. as-designed reconciliation

Key Documents:

CAOS/CAOS_INDEX.md — Entry point
CAOS/CAOS_ARCHITECTURE.md — System design
CAOS/CAOS_OPERATIONS_FRAMEWORK.md — Operational playbook

CAOS artifacts reside in:

IDB/SSOT/SLM/LC11_OPERATIONS_CUSTOMIZATION/
IDB/SSOT/SLM/LC12_SUPPORT_SERVICES/
IDB/SSOT/SLM/LC13_MRO_SUSTAINMENT/

9. Publishing Model

9.1 CSDB (S1000D)

The Common Source Database is the single source for modular publications:

Component	Purpose	Location
DM	Atomic content modules	`IDB/PUB/AMM/CSDB/DM/`
PM	Publication structures	`IDB/PUB/AMM/CSDB/PM/`
DML	Controlled module lists	`IDB/PUB/AMM/CSDB/DML/`
BREX	Business rules	`IDB/PUB/AMM/CSDB/BREX/`
ICN	Graphics (SVG preferred)	`IDB/PUB/AMM/CSDB/ICN/`
APPLICABILITY	ACT/PCT/CCT filters	`IDB/PUB/AMM/CSDB/APPLICABILITY/`
COMMON	Reusable primitives	`IDB/PUB/AMM/CSDB/COMMON/`

Data Module Types:

Info Code	Type	Description
`0XX`	Descriptive	System descriptions
`1XX`	Operational	Operating procedures
`2XX`	Servicing	Servicing tasks
`3XX`	Maintenance	Maintenance procedures
`4XX`	Fault	Fault isolation
`5XX`	Disconnect	Remove/install
`6XX`	Repair	Repair procedures
`7XX`	Illustrated	Parts data (IPD)
`9XX`	Wiring	Wiring data

9.2 IETP Runtime

The Interactive Electronic Technical Publication runtime:

Consumes PM/DM sets from CSDB
Applies applicability rules (ACT/PCT/CCT)
Provides interactive navigation, search, filtering
Packaged in IDB/PUB/AMM/IETP/

IETP/
├── config/
│   ├── viewer.json
│   └── applicability.json
├── index/
│   └── search_index.json
├── runtime/
│   └── viewer.js
└── package.json

10. Tooling & Automation

10.1 CLI Tools Reference

Tool	Command	Description
Structure Validator	`python tools/ci/optin_structure_validator.py`	Validates OPT-IN directory structure
BREX Validator	`python tools/ci/brex_validator.py`	S1000D business rules check
Trace Checker	`python tools/ci/trace_checker.py`	Contract trace matrix verification
Token CLI	`python tools/tek_tokens.py`	TT operations (quote, transfer, verify)
KNU Distributor	`python tools/knu_distribution.py`	KNOT closure TT distribution

Examples:

# Quote reward distribution
python tools/tek_tokens.py quote --op reward --tt 100

# Execute distribution after KNOT closure
python tools/knu_distribution.py distribute --knot KNOT-ATA28-10-00-001

# Verify ledger integrity
python tools/tek_tokens.py verify

# Generate trace matrix
python tools/ci/trace_checker.py --contracts CONTRACTS/ --output trace_matrix.csv

10.2 ASIT Pipeline Configuration

ASIT pipelines are defined in ASIT/pipelines/:

# pipeline-kdb-to-csdb.yaml
pipeline:
  id: "ASIT-PIPE-001"
  name: "KDB to CSDB"
  contract: "KITDM-CTR-001"

stages:
  - name: "extract"
    type: "kdb_reader"
    config:
      paths: "${CONTRACT.source.paths}"
      maturity_filter: "${CONTRACT.source.required_maturity}"

  - name: "transform"
    type: "dm_generator"
    config:
      rules: "${CONTRACT.transformation.rules}"
      templates: "templates/"

  - name: "validate"
    type: "brex_checker"
    config:
      brex_files: "${CONTRACT.validation.brex_rules}"
      schema: "${CONTRACT.validation.schema_version}"

  - name: "load"
    type: "csdb_writer"
    config:
      output_path: "${CONTRACT.target.output_path}"
      generate_dml: true

  - name: "audit"
    type: "trace_logger"
    config:
      log_level: "${CONTRACT.audit.log_level}"
      output: "runs/${RUN_ID}/"

triggers:
  - type: "manual"
  - type: "schedule"
    cron: "0 2 * * *"
  - type: "webhook"
    events: ["kdb_update"]

10.3 CI/CD Integration

GitHub Actions Workflow:

# .github/workflows/asit-transform.yml
name: ASIT Transform
on:
  push:
    paths:
      - 'OPT-IN_FRAMEWORK/**/KDB/**'
  workflow_dispatch:

jobs:
  transform:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      
      - name: Setup Python
        uses: actions/setup-python@v5
        with:
          python-version: '3.11'
          
      - name: Install dependencies
        run: pip install -r requirements.txt
        
      - name: Validate KDB changes
        run: python tools/ci/optin_structure_validator.py --check
        
      - name: Run ASIT transformation
        run: python tools/asit/runner.py --pipeline pipeline-kdb-to-csdb.yaml
        
      - name: Validate CSDB output
        run: python tools/ci/brex_validator.py --csdb IDB/PUB/AMM/CSDB/
        
      - name: Generate trace matrix
        run: python tools/ci/trace_checker.py --output artifacts/trace_matrix.csv
        
      - name: Upload artifacts
        uses: actions/upload-artifact@v4
        with:
          name: asit-run-${{ github.sha }}
          path: artifacts/

11. Security & Access Control

11.1 Data Classification

Level	Label	Description	Examples
1	PUBLIC	Open information	README, general descriptions
2	INTERNAL	Program-internal	Design rationale, trade studies
3	CONFIDENTIAL	Business-sensitive	Cost data, supplier info
4	RESTRICTED	Export-controlled	Performance data, algorithms
5	SECRET	National security	(Not applicable to this repo)

Marking Convention:

<!-- CLASSIFICATION: INTERNAL -->
<!-- EXPORT_CONTROL: NONE -->

11.2 Export Control Considerations

Jurisdiction	Regulation	Applicability
EU	Dual-Use Regulation (EU 2021/821)	Aviation technology
US	EAR (15 CFR 730-774)	US-origin technology
US	ITAR (22 CFR 120-130)	Defense articles (if applicable)
Intl	Wassenaar Arrangement	Aerospace technology

Repository Policy:

All content in this repository is synthetic demonstration data
No export-controlled technical data is included
Contributors must not add controlled technical data
Real program data requires separate controlled repository

11.3 Role-Based Access Model

Role	KDB/GENESIS	KDB/SSOT	CONTRACTS	IDB/SSOT	IDB/PUB
Viewer	Read	Read	Read	Read	Read
Contributor	Read	Read/Write	Read	Read	Read
Author	Read	Read/Write	Read	Read/Write	Read/Write
Approver	Read	Read/Approve	Read/Approve	Read/Approve	Read/Approve
Admin	Full	Full	Full	Full	Full

Access is controlled by:

GitHub repository permissions
Branch protection rules
CODEOWNERS file
CI/CD approval gates

12. Key Documentation

Document	Description	Location
Ontology & Knowledge Model	Foundational methodology	`docs/ONTOLOGY_GENESIS_KNOWLEDGE_MODEL.md`
OPT-IN Framework Standard	Complete framework specification	`docs/OPT-IN_FRAMEWORK_STANDARD.md`
Documentation Standard	Formatting and structure guidelines	`docs/AMPEL360_DOCUMENTATION_STANDARD.md`
AI→ASI Transition Proposal	AI governance roadmap	`docs/AI-ASI-TP.md`
Digital Twin Control Loop	Digital twin architecture	`docs/DIGITAL_TWIN_CONTROL_LOOP.md`
CAOS Index	Airworthiness framework entry	`CAOS/CAOS_INDEX.md`
CAOS Architecture	CAOS system design	`CAOS/CAOS_ARCHITECTURE.md`
CAOS Operations	Operational playbook	`CAOS/CAOS_OPERATIONS_FRAMEWORK.md`

13. Contributing

Contribution Workflow

Fork the repository
Setup hooks: bash .github/hooks/setup-hooks.sh
Create branch: git checkout -b feature/ata-XX-description
Follow the canonical ATA pattern (KDB/CONTRACTS/ASIT/IDB)
Validate: python tools/ci/optin_structure_validator.py --check
Commit with conventional format
Submit pull request

Commit Message Convention

<type>(<scope>): <subject>

<body>

<footer>

Type	Description
`feat`	New feature or artifact
`fix`	Bug fix or correction
`docs`	Documentation only
`refactor`	Restructuring without functional change
`test`	Test addition or modification
`ci`	CI/CD changes
`chore`	Maintenance tasks

Example:

feat(ATA28): Add LH2 tank thermal analysis

- Addresses KNOT-ATA28-10-00-003
- KNU-ATA28-10-00-ANA-001 complete
- Includes CFD results and validation data

Closes #142

Contribution Rules

Rule	Guidance
Narrative docs	Use Markdown (`.md`) — not `.pdf`, `.docx`
Matrices/logs	Use CSV (`.csv`) — not `.xlsx`
Graphics	Prefer SVG for illustrations (ICN)
S1000D content	Keep XML/BREX compliant under `IDB/PUB//CSDB/`
References	Ensure DM ↔ ICN ↔ PM ↔ DML ↔ APPLICABILITY resolve
Safety-critical	Include DO-178C compliance tags where applicable
KNOT/KNU	Define uncertainties in GENESIS before producing artifacts
Tokenomics	Declare reward pools in `TOKENOMICS_TT.yaml` per KNOT
Classification	Mark all files with appropriate data classification
No real data	This repository is for synthetic demonstration only

14. Glossary

Acronym	Full Term	Definition
ACT	Applicability Cross-reference Table	S1000D product configuration mapping
AoR	Area of Responsibility	Accountable stakeholder domain
ASIT	Aircraft Standard Information Transponder	Agent executing KDB→IDB transformation contracts
ATA	Air Transport Association	Industry standard for aircraft system numbering
BREX	Business Rules Exchange	S1000D validation ruleset
BWB	Blended Wing Body	Aircraft configuration with integrated wing-fuselage
CAE	Computer-Aided Engineering	Analysis and simulation tools
CAM	Computer-Aided Manufacturing	Production and tooling systems
CAOS	Continuous Airworthiness for Operational Sustainment	In-service airworthiness framework
CCT	Condition Cross-reference Table	S1000D condition-based filtering
CSDB	Common Source Database	S1000D repository of modular content
DM	Data Module	Atomic S1000D content unit
DML	Data Module List	Controlled list of DMs with status
DMU	Digital Mock-Up	3D product definition
DPP	Digital Product Passport	EU lifecycle traceability record
FMEA	Failure Mode and Effects Analysis	Safety analysis method
GENESIS	—	Pre-SSOT layer for uncertainty discovery
GSE	Ground Support Equipment	Airport/maintenance tooling
ICN	Information Control Number	S1000D graphic identifier
IDB	Information Data Base	Derived information views
IETP	Interactive Electronic Technical Publication	Runtime delivery system
KDB	Knowledge Data Base	Authoritative engineering knowledge
KI-DM	Knowledge and Information Data Model	Governance architecture
KITDM	Knowledge and Information Technical Data Management	Implementation framework
KNU	Knowledge Unit	Concrete artifact addressing a KNOT
KNOT	Knowledge Node (Ontology Trading)	Registered uncertainty requiring resolution
LC	Lifecycle Phase	One of 14 managed phases (LC01–LC14)
LH2	Liquid Hydrogen	Cryogenic fuel
MRO	Maintenance, Repair, Overhaul	In-service support activities
O-KNOT	Origin KNOT	Fundamental/origin uncertainty
OPT-IN	Organizations-Programs-Technologies-Infrastructures-Neural	Five-axis framework
PCT	Product Cross-reference Table	S1000D variant mapping
PEM	Proton Exchange Membrane	Fuel cell type
PLM	Product Lifecycle Management	Design-through-production scope
PM	Publication Module	S1000D publication structure
PMU	Physical Mock-Up	Test and integration articles
RACI	Responsible-Accountable-Consulted-Informed	Responsibility matrix
S1000D	International specification for technical publications	XML-based modular documentation
SLM	Service Lifecycle Management	Operations-through-retirement scope
SSOT	Single Source of Truth	Authoritative record system
TT	Teknia Token	Incentive token (1 TT = 360°)
V&V	Verification and Validation	Evidence of compliance
Y-KNOT	Justification KNOT	Decision rationale trees

15. Changelog

[Unreleased]

Added

KI-DM / KITDM / ASIT architecture documentation
GENESIS layer with O-KNOT, Y-KNOT, KNOT hierarchy
PLM vs SLM lifecycle domain separation
Contract-based transformation governance (KITDM-CTR)
Security and access control documentation
Comprehensive glossary

Changed

Restructured canonical ATA pattern to KDB/CONTRACTS/ASIT/IDB
Moved LC11–LC14 to IDB/SSOT/SLM (Service Lifecycle Management)
Enhanced tokenomics documentation with full formula derivation

[1.0.0] — 2026-01-11

Added

Initial OPT-IN Framework with 79 ATA chapters
SSOT/PUB separation model
KNOT/KNU uncertainty management
Teknia Token (TT) v3.14 integration
CAOS framework documentation
S1000D CSDB structure

16. License & Acknowledgments

License

Creative Commons Zero v1.0 Universal (CC0 1.0)

To the extent possible under law, the author has waived all copyright and related or neighboring rights to this work.

See LICENSE for full text.

Acknowledgments

Contributor	Role
Amedeo Pelliccia	Concept, Direction, Architecture
GitHub Copilot	AI-assisted documentation generation
Claude (Anthropic)	Technical writing and framework refinement

Disclaimer

All data in this repository is synthetic.

No claim is made regarding:

Technical correctness
Airworthiness
Operational applicability

This repository exists solely to demonstrate governance, traceability, and transformation logic.

AMPEL360 Q100
Digital engineering, traceability, and publication-grade CSDB for sustainable aviation

By Amedeo Pelliccia • AI-Assisted Development

Last updated: 2026-01-19

OPT-IN_FRAMEWORK/
├── README.md
├── 00_INDEX.md
│
├── O-ORGANIZATIONS/                                      # ATA 00–05
│   ├── README.md
│   ├── 00_INDEX.md
│   │
│   ├── ATA_00-GENERAL/
│   │   └── ATA-00-general/
│   │       ├── 00-00-general/
│   │       ├── 00-10-reserved-as-required/
│   │       ├── 00-20-reserved-as-required/
│   │       ├── 00-30-reserved-as-required/
│   │       ├── 00-40-reserved-as-required/
│   │       ├── 00-50-reserved-as-required/
│   │       ├── 00-60-reserved-as-required/
│   │       ├── 00-70-reserved-as-required/
│   │       ├── 00-80-reserved-as-required/
│   │       └── 00-90-tables-schemas-index/
│   │
│   ├── ATA_01-MAINTENANCE_POLICY/
│   │   └── ATA-01-maintenance-policy/
│   │       ├── 01-00-general/
│   │       ├── 01-10-reserved-as-required/
│   │       ├── 01-20-reserved-as-required/
│   │       ├── 01-30-reserved-as-required/
│   │       ├── 01-40-reserved-as-required/
│   │       ├── 01-50-reserved-as-required/
│   │       ├── 01-60-reserved-as-required/
│   │       ├── 01-70-reserved-as-required/
│   │       ├── 01-80-reserved-as-required/
│   │       └── 01-90-tables-schemas-index/
│   │
│   ├── ATA_02-OPERATIONS_ORG/
│   │   └── ATA-02-operations-organization/
│   │       ├── 02-00-general/
│   │       ├── 02-10-reserved-as-required/
│   │       ├── 02-20-reserved-as-required/
│   │       ├── 02-30-reserved-as-required/
│   │       ├── 02-40-reserved-as-required/
│   │       ├── 02-50-reserved-as-required/
│   │       ├── 02-60-reserved-as-required/
│   │       ├── 02-70-reserved-as-required/
│   │       ├── 02-80-reserved-as-required/
│   │       └── 02-90-tables-schemas-index/
│   │
│   ├── ATA_03-SUPPORT_INFORMATION/
│   │   └── ATA-03-support-information/
│   │       ├── 03-00-general/
│   │       ├── 03-10-reserved-as-required/
│   │       ├── 03-20-reserved-as-required/
│   │       ├── 03-30-reserved-as-required/
│   │       ├── 03-40-reserved-as-required/
│   │       ├── 03-50-reserved-as-required/
│   │       ├── 03-60-reserved-as-required/
│   │       ├── 03-70-reserved-as-required/
│   │       ├── 03-80-reserved-as-required/
│   │       └── 03-90-tables-schemas-index/
│   │
│   ├── ATA_04-AIRWORTHINESS_LIMITATIONS/
│   │   └── ATA-04-airworthiness-limitations/
│   │       ├── 04-00-general/
│   │       ├── 04-10-reserved-as-required/
│   │       ├── 04-20-reserved-as-required/
│   │       ├── 04-30-reserved-as-required/
│   │       ├── 04-40-reserved-as-required/
│   │       ├── 04-50-reserved-as-required/
│   │       ├── 04-60-reserved-as-required/
│   │       ├── 04-70-reserved-as-required/
│   │       ├── 04-80-reserved-as-required/
│   │       └── 04-90-tables-schemas-index/
│   │
│   └── ATA_05-TIME_LIMITS_MAINT_CHECKS/
│       └── ATA-05-time-limits-maintenance-checks/
│           ├── 05-00-general/
│           ├── 05-10-reserved-as-required/
│           ├── 05-20-reserved-as-required/
│           ├── 05-30-reserved-as-required/
│           ├── 05-40-reserved-as-required/
│           ├── 05-50-reserved-as-required/
│           ├── 05-60-reserved-as-required/
│           ├── 05-70-reserved-as-required/
│           ├── 05-80-reserved-as-required/
│           └── 05-90-tables-schemas-index/
│
├── P-PROGRAMS/                                           # ATA 06–12
│   ├── README.md
│   ├── 00_INDEX.md
│   │
│   ├── ATA_06-DIMENSIONS_AND_AREAS/
│   │   └── ATA-06-dimensions-areas/
│   │       ├── 06-00-general/
│   │       ├── 06-10-reserved-as-required/
│   │       ├── 06-20-reserved-as-required/
│   │       ├── 06-30-reserved-as-required/
│   │       ├── 06-40-reserved-as-required/
│   │       ├── 06-50-reserved-as-required/
│   │       ├── 06-60-reserved-as-required/
│   │       ├── 06-70-reserved-as-required/
│   │       ├── 06-80-reserved-as-required/
│   │       └── 06-90-tables-schemas-index/
│   │
│   ├── ATA_07-LIFTING_AND_SHORING/
│   │   └── ATA-07-lifting-shoring/
│   │       ├── 07-00-general/
│   │       ├── 07-10-jacking/
│   │       ├── 07-20-shoring/
│   │       ├── 07-30-reserved-as-required/
│   │       ├── 07-40-reserved-as-required/
│   │       ├── 07-50-reserved-as-required/
│   │       ├── 07-60-reserved-as-required/
│   │       ├── 07-70-reserved-as-required/
│   │       ├── 07-80-reserved-as-required/
│   │       └── 07-90-tables-schemas-index/
│   │
│   ├── ATA_08-LEVELING_AND_WEIGHING/                      # PROGRAM scope (no overlay with INFRA)
│   │   └── ATA-08-leveling-weighing/
│   │       ├── 08-00-general/
│   │       ├── 08-10-weighing-balancing/
│   │       └── 08-20-leveling/
│   │
│   ├── ATA_09-TOWING_AND_TAXIING/
│   │   └── ATA-09-towing-taxiing/
│   │       ├── 09-00-general/
│   │       ├── 09-10-towing/
│   │       ├── 09-20-taxiing/
│   │       ├── 09-30-reserved-as-required/
│   │       ├── 09-40-reserved-as-required/
│   │       ├── 09-50-reserved-as-required/
│   │       ├── 09-60-reserved-as-required/
│   │       ├── 09-70-reserved-as-required/
│   │       ├── 09-80-reserved-as-required/
│   │       └── 09-90-tables-schemas-index/
│   │
│   ├── ATA_10-PARKING_MOORING_STORAGE_RETURN_TO_SERVICE/
│   │   └── ATA-10-parking-mooring-storage-rts/
│   │       ├── 10-00-general/
│   │       ├── 10-10-reserved-as-required/
│   │       ├── 10-20-reserved-as-required/
│   │       ├── 10-30-reserved-as-required/
│   │       ├── 10-40-reserved-as-required/
│   │       ├── 10-50-reserved-as-required/
│   │       ├── 10-60-reserved-as-required/
│   │       ├── 10-70-reserved-as-required/
│   │       ├── 10-80-reserved-as-required/
│   │       └── 10-90-tables-schemas-index/
│   │
│   ├── ATA_11-PLACARDS_AND_MARKINGS/
│   │   └── ATA-11-placards-markings/
│   │       ├── 11-00-general/
│   │       ├── 11-10-exterior-color-schemes-markings/
│   │       ├── 11-20-exterior-placards-markings/
│   │       ├── 11-30-interior-placards/
│   │       ├── 11-40-reserved-as-required/
│   │       ├── 11-50-reserved-as-required/
│   │       ├── 11-60-reserved-as-required/
│   │       ├── 11-70-reserved-as-required/
│   │       ├── 11-80-reserved-as-required/
│   │       └── 11-90-tables-schemas-index/
│   │
│   └── ATA_12-SERVICING/
│       └── ATA-12-servicing/
│           ├── 12-00-general/
│           ├── 12-10-replenishing/
│           ├── 12-20-scheduled-servicing/
│           ├── 12-30-unscheduled-servicing/
│           ├── 12-40-reserved-as-required/
│           ├── 12-50-reserved-as-required/
│           ├── 12-60-reserved-as-required/
│           ├── 12-70-reserved-as-required/
│           ├── 12-80-reserved-as-required/
│           └── 12-90-tables-schemas-index/
│
├── T-TECHNOLOGIES_AMEDEOPELLICCIA-ON_BOARD_SYSTEMS/
│   ├── README.md
│   ├── 00_INDEX.md
│   │
│   ├── A-AIRFRAME_CABINS/
│   │   ├── ATA_20-STANDARD_PRACTICES_AIRFRAME/
│   │   │   └── ATA-20-standard-practices-airframe/
│   │   │       ├── 20-00-general/
│   │   │       ├── 20-10-reserved-as-required/
│   │   │       ├── 20-20-reserved-as-required/
│   │   │       ├── 20-30-reserved-as-required/
│   │   │       ├── 20-40-reserved-as-required/
│   │   │       ├── 20-50-reserved-as-required/
│   │   │       ├── 20-60-reserved-as-required/
│   │   │       ├── 20-70-reserved-as-required/
│   │   │       ├── 20-80-reserved-as-required/
│   │   │       └── 20-90-reserved-airline-use/
│   │   │
│   │   ├── ATA_25-EQUIPMENT_FURNISHINGS/
│   │   │   └── ATA-25-equipment-furnishings/
│   │   │       ├── 25-00-general/
│   │   │       ├── 25-10-flight-compartment/
│   │   │       ├── 25-20-passenger-compartment/
│   │   │       ├── 25-30-galley/
│   │   │       ├── 25-40-lavatories/
│   │   │       ├── 25-50-additional-compartments/
│   │   │       ├── 25-60-emergency/
│   │   │       ├── 25-70-available/
│   │   │       ├── 25-80-insulation/
│   │   │       └── 25-90-tables-schemas-index/
│   │   │
│   │   ├── ATA_44-CABIN_SYSTEMS/
│   │   │   └── ATA-44-cabin-systems/
│   │   │       ├── 44-00-general/
│   │   │       ├── 44-10-cabin-core-system/
│   │   │       ├── 44-20-in-flight-entertainment-system/
│   │   │       ├── 44-30-external-communication-system/
│   │   │       ├── 44-40-cabin-mass-memory-system/
│   │   │       ├── 44-50-cabin-monitoring-system/
│   │   │       ├── 44-60-miscellaneous-cabin-system/
│   │   │       ├── 44-70-reserved-as-required/
│   │   │       ├── 44-80-reserved-as-required/
│   │   │       └── 44-90-tables-schemas-index/
│   │   │
│   │   ├── ATA_50-CARGO_AND_ACCESSORY_COMPARTMENTS/
│   │   │   └── ATA-50-cargo-accessory-compartments/
│   │   │       ├── 50-00-general/
│   │   │       ├── 50-10-cargo-compartments/
│   │   │       ├── 50-20-cargo-loading-systems/
│   │   │       ├── 50-30-cargo-related-systems/
│   │   │       ├── 50-40-available/
│   │   │       ├── 50-50-accessory-compartments/
│   │   │       ├── 50-60-insulation/
│   │   │       ├── 50-70-reserved-as-required/
│   │   │       ├── 50-80-reserved-as-required/
│   │   │       └── 50-90-tables-schemas-index/
│   │   │
│   │   ├── ATA_51-STANDARD_PRACTICES_GENERAL/
│   │   │   └── ATA-51-standard-practices-general/
│   │   │       ├── 51-00-general/
│   │   │       ├── 51-10-investigation-cleanup-aero-smoothness/
│   │   │       ├── 51-20-processes/
│   │   │       ├── 51-30-materials/
│   │   │       ├── 51-40-fasteners/
│   │   │       ├── 51-50-support-for-repair-alignment-check/
│   │   │       ├── 51-60-control-surface-balancing/
│   │   │       ├── 51-70-repairs/
│   │   │       ├── 51-80-electrical-bonding/
│   │   │       └── 51-90-tables-schemas-index/
│   │   │
│   │   ├── ATA_52-DOORS/
│   │   │   └── ATA-52-doors/
│   │   │       ├── 52-00-general/
│   │   │       ├── 52-10-passenger-crew/
│   │   │       ├── 52-20-emergency-exit/
│   │   │       ├── 52-30-cargo/
│   │   │       ├── 52-40-service/
│   │   │       ├── 52-50-fixed-interior/
│   │   │       ├── 52-60-entrance-stairs/
│   │   │       ├── 52-70-door-warning-monitoring-operation/
│   │   │       ├── 52-80-landing-gear/
│   │   │       └── 52-90-tables-schemas-index/
│   │   │
│   │   ├── ATA_53-FUSELAGE/
│   │   │   └── ATA-53-fuselage/
│   │   │       ├── 53-00-general/
│   │   │       ├── 53-10-fuselage-sections-as-required/
│   │   │       ├── 53-20-fuselage-sections-as-required/
│   │   │       ├── 53-30-fuselage-sections-as-required/
│   │   │       ├── 53-40-fuselage-sections-as-required/
│   │   │       ├── 53-50-fuselage-sections-as-required/
│   │   │       ├── 53-60-fuselage-sections-as-required/
│   │   │       ├── 53-70-fuselage-sections-as-required/
│   │   │       ├── 53-80-fuselage-sections-as-required/
│   │   │       └── 53-90-tables-schemas-index/
│   │   │
│   │   ├── ATA_54-NACELLES_PYLONS/
│   │   │   └── ATA-54-nacelles-pylons/
│   │   │       ├── 54-00-general/
│   │   │       ├── 54-10-nacelle-sections-as-required/
│   │   │       ├── 54-20-nacelle-sections-as-required/
│   │   │       ├── 54-30-nacelle-sections-as-required/
│   │   │       ├── 54-40-nacelle-sections-as-required/
│   │   │       ├── 54-50-pylon-sections-as-required/
│   │   │       ├── 54-60-pylon-sections-as-required/
│   │   │       ├── 54-70-pylon-sections-as-required/
│   │   │       ├── 54-80-pylon-sections-as-required/
│   │   │       └── 54-90-tables-schemas-index/
│   │   │
│   │   ├── ATA_55-STABILIZERS/
│   │   │   └── ATA-55-stabilizers/
│   │   │       ├── 55-00-general/
│   │   │       ├── 55-10-horizontal-stabilizer-or-canard/
│   │   │       ├── 55-20-elevator/
│   │   │       ├── 55-30-vertical-stabilizer/
│   │   │       ├── 55-40-rudder/
│   │   │       ├── 55-50-reserved-as-required/
│   │   │       ├── 55-60-reserved-as-required/
│   │   │       ├── 55-70-reserved-as-required/
│   │   │       ├── 55-80-reserved-as-required/
│   │   │       └── 55-90-tables-schemas-index/
│   │   │
│   │   ├── ATA_56-WINDOWS/
│   │   │   └── ATA-56-windows/
│   │   │       ├── 56-00-general/
│   │   │       ├── 56-10-flight-compartment/
│   │   │       ├── 56-20-passenger-compartment/
│   │   │       ├── 56-30-door/
│   │   │       ├── 56-40-inspection-observation/
│   │   │       ├── 56-50-reserved-as-required/
│   │   │       ├── 56-60-reserved-as-required/
│   │   │       ├── 56-70-reserved-as-required/
│   │   │       ├── 56-80-reserved-as-required/
│   │   │       └── 56-90-tables-schemas-index/
│   │   │
│   │   └── ATA_57-WINGS/
│   │       └── ATA-57-wings/
│   │           ├── 57-00-general/
│   │           ├── 57-10-center-wing/
│   │           ├── 57-20-outer-wing/
│   │           ├── 57-30-wing-tip/
│   │           ├── 57-40-leading-edge-and-devices/
│   │           ├── 57-50-trailing-edge-and-devices/
│   │           ├── 57-60-ailerons-and-elevons/
│   │           ├── 57-70-spoilers/
│   │           ├── 57-80-reserved-as-required/
│   │           ├── 57-90-wing-folding-system/
│   │           └── 57-95-reserved-as-required/
│   │
│   ├── M-MECHANICS/
│   │   ├── ATA_27-FLIGHT_CONTROLS/
│   │   │   └── ATA-27-flight-controls/
│   │   │       ├── 27-00-general/
│   │   │       ├── 27-10-aileron-tab/
│   │   │       ├── 27-20-rudder-tab/
│   │   │       ├── 27-30-elevator-tab/
│   │   │       ├── 27-40-horizontal-stabilizer/
│   │   │       ├── 27-50-flaps/
│   │   │       ├── 27-60-spoiler-drag-devices-variable-fairings/
│   │   │       ├── 27-70-gust-lock-dampener/
│   │   │       ├── 27-80-lift-augmenting/
│   │   │       └── 27-90-tables-schemas-index/
│   │   │
│   │   ├── ATA_29-HYDRAULIC_POWER/
│   │   │   └── ATA-29-hydraulic-power/
│   │   │       ├── 29-00-general/
│   │   │       ├── 29-10-main/
│   │   │       ├── 29-20-auxiliary/
│   │   │       ├── 29-30-indicating/
│   │   │       ├── 29-40-reserved-as-required/
│   │   │       ├── 29-50-reserved-as-required/
│   │   │       ├── 29-60-reserved-as-required/
│   │   │       ├── 29-70-reserved-as-required/
│   │   │       ├── 29-80-reserved-as-required/
│   │   │       └── 29-90-tables-schemas-index/
│   │   │
│   │   └── ATA_32-LANDING_GEAR/
│   │       └── ATA-32-landing-gear/
│   │           ├── 32-00-general/
│   │           ├── 32-10-main-gear-and-doors/
│   │           ├── 32-20-nose-gear-and-doors/
│   │           ├── 32-30-extension-and-retraction/
│   │           ├── 32-40-wheels-and-brakes/
│   │           ├── 32-50-steering/
│   │           ├── 32-60-position-and-warning/
│   │           ├── 32-70-supplementary-gear/
│   │           ├── 32-80-reserved-as-required/
│   │           └── 32-90-tables-schemas-index/
│   │
│   ├── E1-ENVIRONMENT/
│   │   ├── ATA_21-AIR_CONDITIONING_PRESSURIZATION/
│   │   │   └── ATA-21-air-conditioning/
│   │   │       ├── 21-00-general/
│   │   │       ├── 21-10-compression/
│   │   │       ├── 21-20-distribution/
│   │   │       ├── 21-30-pressurization-control/
│   │   │       ├── 21-40-heating/
│   │   │       ├── 21-50-cooling/
│   │   │       ├── 21-60-temperature-control/
│   │   │       ├── 21-70-moisture-air-contaminant-control/
│   │   │       ├── 21-80-reserved-as-required/
│   │   │       └── 21-90-tables-schemas-index/
│   │   │
│   │   ├── ATA_26-FIRE_PROTECTION/
│   │   │   └── ATA-26-fire-protection/
│   │   │       ├── 26-00-general/
│   │   │       ├── 26-10-detection/
│   │   │       ├── 26-20-extinguishing/
│   │   │       ├── 26-30-explosion-suppression/
│   │   │       ├── 26-40-reserved-as-required/
│   │   │       ├── 26-50-reserved-as-required/
│   │   │       ├── 26-60-reserved-as-required/
│   │   │       ├── 26-70-reserved-as-required/
│   │   │       ├── 26-80-reserved-as-required/
│   │   │       └── 26-90-tables-schemas-index/
│   │   │
│   │   ├── ATA_30-ICE_RAIN_PROTECTION/
│   │   │   └── ATA-30-ice-rain-protection/
│   │   │       ├── 30-00-general/
│   │   │       ├── 30-10-airfoil/
│   │   │       ├── 30-20-air-intakes/
│   │   │       ├── 30-30-pitot-and-static/
│   │   │       ├── 30-40-windows-windshields-and-doors/
│   │   │       ├── 30-50-antennas-and-radomes/
│   │   │       ├── 30-60-propellers-rotors/
│   │   │       ├── 30-70-water-lines/
│   │   │       ├── 30-80-detection/
│   │   │       └── 30-90-tables-schemas-index/
│   │   │
│   │   ├── ATA_35-OXYGEN/
│   │   │   └── ATA-35-oxygen/
│   │   │       ├── 35-00-general/
│   │   │       ├── 35-10-crew/
│   │   │       ├── 35-20-passenger/
│   │   │       ├── 35-30-portable/
│   │   │       ├── 35-40-reserved-as-required/
│   │   │       ├── 35-50-reserved-as-required/
│   │   │       ├── 35-60-reserved-as-required/
│   │   │       ├── 35-70-reserved-as-required/
│   │   │       ├── 35-80-reserved-as-required/
│   │   │       └── 35-90-tables-schemas-index/
│   │   │
│   │   ├── ATA_36-PNEUMATIC/
│   │   │   └── ATA-36-pneumatic/
│   │   │       ├── 36-00-general/
│   │   │       ├── 36-10-distribution/
│   │   │       ├── 36-20-indicating/
│   │   │       ├── 36-30-reserved-as-required/
│   │   │       ├── 36-40-reserved-as-required/
│   │   │       ├── 36-50-reserved-as-required/
│   │   │       ├── 36-60-reserved-as-required/
│   │   │       ├── 36-70-reserved-as-required/
│   │   │       ├── 36-80-reserved-as-required/
│   │   │       └── 36-90-tables-schemas-index/
│   │   │
│   │   ├── ATA_37-VACUUM/
│   │   │   └── ATA-37-vacuum/
│   │   │       ├── 37-00-general/
│   │   │       ├── 37-10-distribution/
│   │   │       ├── 37-20-indicating/
│   │   │       ├── 37-30-reserved-as-required/
│   │   │       ├── 37-40-reserved-as-required/
│   │   │       ├── 37-50-reserved-as-required/
│   │   │       ├── 37-60-reserved-as-required/
│   │   │       ├── 37-70-reserved-as-required/
│   │   │       ├── 37-80-reserved-as-required/
│   │   │       └── 37-90-tables-schemas-index/
│   │   │
│   │   ├── ATA_38-WATER_WASTE/
│   │   │   └── ATA-38-water-waste/
│   │   │       ├── 38-00-general/
│   │   │       ├── 38-10-potable/
│   │   │       ├── 38-20-wash/
│   │   │       ├── 38-30-waste-disposal/
│   │   │       ├── 38-40-air-supply/
│   │   │       ├── 38-50-reserved-as-required/
│   │   │       ├── 38-60-reserved-as-required/
│   │   │       ├── 38-70-reserved-as-required/
│   │   │       ├── 38-80-reserved-as-required/
│   │   │       └── 38-90-tables-schemas-index/
│   │   │
│   │   └── ATA_47-NITROGEN_GENERATION_SYSTEM/
│   │       └── ATA-47-nitrogen-generation/
│   │           ├── 47-00-general/
│   │           ├── 47-10-reserved-as-required/
│   │           ├── 47-20-reserved-as-required/
│   │           ├── 47-30-reserved-as-required/
│   │           ├── 47-40-reserved-as-required/
│   │           ├── 47-50-reserved-as-required/
│   │           ├── 47-60-reserved-as-required/
│   │           ├── 47-70-reserved-as-required/
│   │           ├── 47-80-reserved-as-required/
│   │           └── 47-90-tables-schemas-index/
│   │
│   ├── D-DATA/
│   │   ├── ATA_31-INDICATING_RECORDING/
│   │   │   └── ATA-31-indicating-recording/
│   │   │       ├── 31-00-general/
│   │   │       ├── 31-10-instrument-control-panels/
│   │   │       ├── 31-20-independent-instruments/
│   │   │       ├── 31-30-recorders/
│   │   │       ├── 31-40-central-computers/
│   │   │       ├── 31-50-central-warning-systems/
│   │   │       ├── 31-60-central-display-systems/
│   │   │       ├── 31-70-automatic-data-reporting-systems/
│   │   │       ├── 31-80-reserved-as-required/
│   │   │       └── 31-90-tables-schemas-index/
│   │   │
│   │   └── ATA_45-CENTRAL_MAINTENANCE_SYSTEM_CMS/
│   │       └── ATA-45-central-maintenance-system/
│   │           ├── 45-00-general/
│   │           ├── 45-05-cms-aircraft-general/
│   │           ├── 45-10-reserved-as-required/
│   │           ├── 45-20-cms-airframe-systems/
│   │           ├── 45-30-reserved-as-required/
│   │           ├── 45-40-reserved-as-required/
│   │           ├── 45-45-central-maintenance-system/
│   │           ├── 45-50-cms-structures/
│   │           ├── 45-60-cms-propellers/
│   │           ├── 45-70-cms-power-plant/
│   │           ├── 45-80-reserved-as-required/
│   │           └── 45-90-tables-schemas-index/
│   │
│   ├── I-INFORMATION/                                     # ATA 46 moved here
│   │   ├── README.md
│   │   ├── 00_INDEX.md
│   │   ├── 00-00-general/
│   │   └── ATA_46-INFORMATION_SYSTEMS/
│   │       └── ATA-46-information-systems/
│   │           ├── 46-00-general/
│   │           ├── 46-10-airplane-general-information-systems/
│   │           ├── 46-20-flight-deck-information-systems/
│   │           ├── 46-30-maintenance-information-systems/
│   │           ├── 46-40-passenger-cabin-information-systems/
│   │           ├── 46-50-miscellaneous-information-systems/
│   │           ├── 46-60-reserved-as-required/
│   │           ├── 46-70-reserved-as-required/
│   │           ├── 46-80-reserved-as-required/
│   │           └── 46-90-tables-schemas-index/
│   │
│   ├── E2-ENERGY/
│   │   ├── ATA_24-ELECTRICAL_POWER/
│   │   │   └── ATA-24-electrical-power/
│   │   │       ├── 24-00-general/
│   │   │       ├── 24-10-generator-drive/
│   │   │       ├── 24-20-ac-generation/
│   │   │       ├── 24-30-dc-generation/
│   │   │       ├── 24-40-external-power/
│   │   │       ├── 24-50-ac-load-distribution/
│   │   │       ├── 24-60-dc-load-distribution/
│   │   │       ├── 24-70-reserved-as-required/
│   │   │       ├── 24-80-reserved-as-required/
│   │   │       └── 24-90-tables-schemas-index/
│   │   │
│   │   └── ATA_49-AIRBORNE_AUXILIARY_POWER_APU/
│   │       └── ATA-49-airborne-auxiliary-power/
│   │           ├── 49-00-general/
│   │           ├── 49-10-power-plant/
│   │           ├── 49-20-engine/
│   │           ├── 49-30-engine-fuel-and-control/
│   │           ├── 49-40-ignition-starting/
│   │           ├── 49-50-air/
│   │           ├── 49-60-engine-controls/
│   │           ├── 49-70-indicating/
│   │           ├── 49-80-exhaust/
│   │           └── 49-90-oil/
│   │
│   ├── E3-ELECTRICS/
│   │   ├── ATA_33-LIGHTS/
│   │   │   └── ATA-33-lights/
│   │   │       ├── 33-00-general/
│   │   │       ├── 33-10-flight-compartment/
│   │   │       ├── 33-20-passenger-compartment/
│   │   │       ├── 33-30-cargo-and-service-compartments/
│   │   │       ├── 33-40-exterior/
│   │   │       ├── 33-50-emergency-lighting/
│   │   │       ├── 33-60-reserved-as-required/
│   │   │       ├── 33-70-reserved-as-required/
│   │   │       ├── 33-80-reserved-as-required/
│   │   │       └── 33-90-tables-schemas-index/
│   │   │
│   │   └── ATA_39-ELECTRICAL_ELECTRONIC_PANELS_MULTIPURPOSE_COMPONENTS/
│   │       └── ATA-39-electrical-electronic-panels-components/
│   │           ├── 39-00-general/
│   │           ├── 39-10-reserved-as-required/
│   │           ├── 39-20-reserved-as-required/
│   │           ├── 39-30-reserved-as-required/
│   │           ├── 39-40-reserved-as-required/
│   │           ├── 39-50-reserved-as-required/
│   │           ├── 39-60-reserved-as-required/
│   │           ├── 39-70-reserved-as-required/
│   │           ├── 39-80-reserved-as-required/
│   │           └── 39-90-tables-schemas-index/
│   │
│   ├── L1-LOGICS/                                         # RESERVED ONLY
│   │   ├── README.md
│   │   ├── 00_INDEX.md
│   │   └── 00_RESERVED_AS_REQUIRED/
│   │       ├── 00-00-general/
│   │       └── 00-90-tables-schemas-index/
│   │
│   ├── L2-LINKS/
│   │   └── ATA_34-NAVIGATION/
│   │       └── ATA-34-navigation/
│   │           ├── 34-00-general/
│   │           ├── 34-10-flight-environment-data/
│   │           ├── 34-20-attitude-and-direction/
│   │           ├── 34-30-landing-and-taxiing-aids/
│   │           ├── 34-40-independent-position-determining/
│   │           ├── 34-50-dependent-position-determining/
│   │           ├── 34-60-flight-management-computing/
│   │           ├── 34-70-reserved-as-required/
│   │           ├── 34-80-reserved-as-required/
│   │           └── 34-90-tables-schemas-index/
│   │
│   ├── C1-COMMS/
│   │   └── ATA_23-COMMUNICATIONS/
│   │       └── ATA-23-communications/
│   │           ├── 23-00-general/
│   │           ├── 23-10-speech-communications/
│   │           ├── 23-15-satcom/
│   │           ├── 23-20-data-transmission-auto-calling/
│   │           ├── 23-30-comfort/
│   │           ├── 23-40-interphone/
│   │           ├── 23-50-audio-integrating/
│   │           ├── 23-60-static-discharging/
│   │           ├── 23-70-audio-video-monitoring/
│   │           ├── 23-80-integrated-automatic/
│   │           └── 23-90-tables-schemas-index/
│   │
│   ├── C2-CIRCULAR_CRYOGENIC_CELLS/
│   │   └── ATA_28-FUEL/
│   │       └── ATA-28-fuel/
│   │           ├── 28-00-general/
│   │           ├── 28-10-storage/
│   │           ├── 28-20-distribution/
│   │           ├── 28-30-dump/
│   │           ├── 28-40-indicating/
│   │           ├── 28-50-reserved-as-required/
│   │           ├── 28-60-reserved-as-required/
│   │           ├── 28-70-reserved-as-required/
│   │           ├── 28-80-reserved-as-required/
│   │           └── 28-90-tables-schemas-index/
│   │
│   ├── I2-INTELLIGENCE/                                   # ATA 95 + 97 moved here
│   │   ├── README.md
│   │   ├── 00_INDEX.md
│   │   ├── 00-00-general/
│   │   ├── ATA_95-AI_ML_MODELS/
│   │   │   └── ATA-95-ai-ml-models/
│   │   │       ├── 95-00-general/
│   │   │       ├── 95-10-model-requirements-and-safety-intent/
│   │   │       ├── 95-20-training-and-tuning/
│   │   │       ├── 95-30-verification-and-validation/
│   │   │       ├── 95-40-deployment-runtime-and-inference/
│   │   │       ├── 95-50-monitoring-drift-and-health/
│   │   │       ├── 95-60-data-interfaces-and-buses/
│   │   │       ├── 95-70-toolchain-ci-and-reproducibility/
│   │   │       ├── 95-80-reserved-as-required/
│   │   │       └── 95-90-tables-schemas-index/
│   │   │
│   │   └── ATA_97-SYNTHETIC_DATA_VALIDATION/
│   │       └── ATA-97-synthetic-data-validation/
│   │           ├── 97-00-general/
│   │           ├── 97-10-synthetic-data-generation/
│   │           ├── 97-20-scenario-coverage-and-edge-cases/
│   │           ├── 97-30-labeling-truth-and-oracles/
│   │           ├── 97-40-quality-metrics-and-bias-checks/
│   │           ├── 97-50-validation-protocols-and-evidence/
│   │           ├── 97-60-data-packaging-and-release/
│   │           ├── 97-70-tooling-automation-ci/
│   │           ├── 97-80-reserved-as-required/
│   │           └── 97-90-tables-schemas-index/
│   │
│   ├── A2-AVIONICS/
│   │   ├── ATA_22-AUTO_FLIGHT/
│   │   │   └── ATA-22-auto-flight/
│   │   │       ├── 22-00-general/
│   │   │       ├── 22-10-autopilot/
│   │   │       ├── 22-20-speed-attitude-correction/
│   │   │       ├── 22-30-auto-throttle/
│   │   │       ├── 22-40-system-monitors/
│   │   │       ├── 22-50-aerodynamic-load-alleviating/
│   │   │       ├── 22-60-reserved-as-required/
│   │   │       ├── 22-70-reserved-as-required/
│   │   │       ├── 22-80-reserved-as-required/
│   │   │       └── 22-90-tables-schemas-index/
│   │   │
│   │   └── ATA_42-INTEGRATED_MODULAR_AVIONICS/
│   │       └── ATA-42-integrated-modular-avionics/
│   │           ├── 42-00-general/
│   │           ├── 42-10-reserved-as-required/
│   │           ├── 42-20-reserved-as-required/
│   │           ├── 42-30-reserved-as-required/
│   │           ├── 42-40-reserved-as-required/
│   │           ├── 42-50-reserved-as-required/
│   │           ├── 42-60-reserved-as-required/
│   │           ├── 42-70-reserved-as-required/
│   │           ├── 42-80-reserved-as-required/
│   │           └── 42-90-tables-schemas-index/
│   │
│   ├── O-OPERATING_SYSTEMS/
│   │   └── ATA_40-MULTISYSTEM/
│   │       └── ATA-40-multisystem/
│   │           ├── 40-00-general/
│   │           ├── 40-10-reserved-as-required/
│   │           ├── 40-20-reserved-as-required/
│   │           ├── 40-30-reserved-as-required/
│   │           ├── 40-40-reserved-as-required/
│   │           ├── 40-50-reserved-as-required/
│   │           ├── 40-60-reserved-as-required/
│   │           ├── 40-70-reserved-as-required/
│   │           ├── 40-80-reserved-as-required/
│   │           └── 40-90-tables-schemas-index/
│   │
│   └── P-PROPULSION/
│       ├── ATA_60-STANDARD_PRACTICES_PROPELLER_ROTOR/
│       │   └── ATA-60-standard-practices-prop-rotor/
│       │       ├── 60-00-general/
│       │       ├── 60-10-reserved-as-required/
│       │       ├── 60-20-reserved-as-required/
│       │       ├── 60-30-reserved-as-required/
│       │       ├── 60-40-reserved-as-required/
│       │       ├── 60-50-reserved-as-required/
│       │       ├── 60-60-reserved-as-required/
│       │       ├── 60-70-reserved-as-required/
│       │       ├── 60-80-reserved-as-required/
│       │       └── 60-90-tables-schemas-index/
│       │
│       ├── ATA_61-PROPELLERS_PROPULSORS/
│       │   └── ATA-61-propellers-propulsors/
│       │       ├── 61-00-general/
│       │       ├── 61-10-propeller-assembly/
│       │       ├── 61-20-controlling/
│       │       ├── 61-30-braking/
│       │       ├── 61-40-indicating/
│       │       ├── 61-50-propulsor-duct/
│       │       ├── 61-60-reserved-as-required/
│       │       ├── 61-70-reserved-as-required/
│       │       ├── 61-80-reserved-as-required/
│       │       └── 61-90-tables-schemas-index/
│       │
│       ├── ATA_71-POWER_PLANT/
│       │   └── ATA-71-power-plant/
│       │       ├── 71-00-general/
│       │       ├── 71-10-cowling/
│       │       ├── 71-20-mounts/
│       │       ├── 71-30-fire-seals/
│       │       ├── 71-40-attach-fittings/
│       │       ├── 71-50-electrical-harness/
│       │       ├── 71-60-air-intakes/
│       │       ├── 71-70-engine-drains/
│       │       ├── 71-80-reserved-as-required/
│       │       └── 71-90-tables-schemas-index/
│       │
│       ├── ATA_72-ENGINE_TURBINE_TURBOPROP_DUCTED_UNDUCTED_FAN/
│       │   └── ATA-72-engine/
│       │       ├── 72-00-general/
│       │       ├── 72-10-reduction-gear-shaft-section/
│       │       ├── 72-20-air-inlet-section/
│       │       ├── 72-30-compressor-section/
│       │       ├── 72-40-combustion-section/
│       │       ├── 72-50-turbine-section/
│       │       ├── 72-60-accessory-drives/
│       │       ├── 72-70-by-pass-section/
│       │       ├── 72-80-propulsor-section-rear-mounted/
│       │       └── 72-90-tables-schemas-index/
│       │
│       ├── ATA_73-ENGINE_FUEL_AND_CONTROL/
│       │   └── ATA-73-engine-fuel-control/
│       │       ├── 73-00-general/
│       │       ├── 73-10-distribution/
│       │       ├── 73-20-controlling/
│       │       ├── 73-30-indicating/
│       │       ├── 73-40-reserved-as-required/
│       │       ├── 73-50-reserved-as-required/
│       │       ├── 73-60-reserved-as-required/
│       │       ├── 73-70-reserved-as-required/
│       │       ├── 73-80-reserved-as-required/
│       │       └── 73-90-tables-schemas-index/
│       │
│       ├── ATA_74-IGNITION/
│       │   └── ATA-74-ignition/
│       │       ├── 74-00-general/
│       │       ├── 74-10-electrical-power-supply/
│       │       ├── 74-20-distribution/
│       │       ├── 74-30-switching/
│       │       ├── 74-40-reserved-as-required/
│       │       ├── 74-50-reserved-as-required/
│       │       ├── 74-60-reserved-as-required/
│       │       ├── 74-70-reserved-as-required/
│       │       ├── 74-80-reserved-as-required/
│       │       └── 74-90-tables-schemas-index/
│       │
│       ├── ATA_75-AIR/
│       │   └── ATA-75-air/
│       │       ├── 75-00-general/
│       │       ├── 75-10-engine-anti-icing/
│       │       ├── 75-20-cooling/
│       │       ├── 75-30-compressor-control/
│       │       ├── 75-40-indicating/
│       │       ├── 75-50-reserved-as-required/
│       │       ├── 75-60-reserved-as-required/
│       │       ├── 75-70-reserved-as-required/
│       │       ├── 75-80-reserved-as-required/
│       │       └── 75-90-tables-schemas-index/
│       │
│       ├── ATA_76-ENGINE_CONTROLS/
│       │   └── ATA-76-engine-controls/
│       │       ├── 76-00-general/
│       │       ├── 76-10-power-control/
│       │       ├── 76-20-emergency-shutdown/
│       │       ├── 76-30-reserved-as-required/
│       │       ├── 76-40-reserved-as-required/
│       │       ├── 76-50-reserved-as-required/
│       │       ├── 76-60-reserved-as-required/
│       │       ├── 76-70-reserved-as-required/
│       │       ├── 76-80-reserved-as-required/
│       │       └── 76-90-tables-schemas-index/
│       │
│       ├── ATA_77-ENGINE_INDICATING/
│       │   └── ATA-77-engine-indicating/
│       │       ├── 77-00-general/
│       │       ├── 77-10-power/
│       │       ├── 77-20-temperature/
│       │       ├── 77-30-analyzers/
│       │       ├── 77-40-integrated-engine-instrument-systems/
│       │       ├── 77-50-reserved-as-required/
│       │       ├── 77-60-reserved-as-required/
│       │       ├── 77-70-reserved-as-required/
│       │       ├── 77-80-reserved-as-required/
│       │       └── 77-90-tables-schemas-index/
│       │
│       ├── ATA_78-EXHAUST/
│       │   └── ATA-78-exhaust/
│       │       ├── 78-00-general/
│       │       ├── 78-10-collector-nozzle/
│       │       ├── 78-20-noise-suppressor/
│       │       ├── 78-30-thrust-reverser/
│       │       ├── 78-40-supplementary-air/
│       │       ├── 78-50-reserved-as-required/
│       │       ├── 78-60-reserved-as-required/
│       │       ├── 78-70-reserved-as-required/
│       │       ├── 78-80-reserved-as-required/
│       │       └── 78-90-tables-schemas-index/
│       │
│       ├── ATA_79-OIL/
│       │   └── ATA-79-oil/
│       │       ├── 79-00-general/
│       │       ├── 79-10-storage/
│       │       ├── 79-20-reserved-as-required/
│       │       ├── 79-30-indicating/
│       │       ├── 79-40-reserved-as-required/
│       │       ├── 79-50-reserved-as-required/
│       │       ├── 79-60-reserved-as-required/
│       │       ├── 79-70-reserved-as-required/
│       │       ├── 79-80-reserved-as-required/
│       │       └── 79-90-tables-schemas-index/
│       │
│       └── ATA_80-STARTING/
│           └── ATA-80-starting/
│               ├── 80-00-general/
│               ├── 80-10-cranking/
│               ├── 80-20-reserved-as-required/
│               ├── 80-30-reserved-as-required/
│               ├── 80-40-reserved-as-required/
│               ├── 80-50-reserved-as-required/
│               ├── 80-60-reserved-as-required/
│               ├── 80-70-reserved-as-required/
│               ├── 80-80-reserved-as-required/
│               └── 80-90-tables-schemas-index/
│
├── I-INFRASTRUCTURES/                                     # Ground support / H₂ logistics / facilities
│   ├── README.md
│   ├── 00_INDEX.md
│   │
│   ├── ATA_03-SUPPORT_INFRA/
│   │   └── ATA-03-support-infra/
│   │       ├── 03-00-general/
│   │       ├── 03-10-reserved-as-required/
│   │       ├── 03-20-reserved-as-required/
│   │       ├── 03-30-reserved-as-required/
│   │       ├── 03-40-reserved-as-required/
│   │       ├── 03-50-reserved-as-required/
│   │       ├── 03-60-reserved-as-required/
│   │       ├── 03-70-reserved-as-required/
│   │       ├── 03-80-reserved-as-required/
│   │       └── 03-90-tables-schemas-index/
│   │
│   ├── ATA_08-LEVELING_AND_WEIGHING_INFRA/                 # complementary only (not in P-PROGRAMS)
│   │   └── ATA-08-leveling-weighing-infra/
│   │       ├── 08-30-gse-equipment-and-tooling/
│   │       ├── 08-40-metrology-calibration-and-certificates/
│   │       ├── 08-50-facility-readiness-layout-and-utilities/
│   │       ├── 08-60-safety-zoning-permits-and-emergency/
│   │       ├── 08-70-training-competency-and-authorization/
│   │       ├── 08-80-digital-logs-traceability-and-data-exports/
│   │       └── 08-90-tables-schemas-index/
│   │
│   ├── ATA_10-PARKING_MOORING_STORAGE_RTS_INFRA/
│   │   └── ATA-10-parking-mooring-storage-rts-infra/
│   │       ├── 10-00-general/
│   │       ├── 10-10-parking-and-storage-facilities/
│   │       ├── 10-20-mooring-tie-down-and-stands/
│   │       ├── 10-30-return-to-service-enablement/
│   │       ├── 10-40-reserved-as-required/
│   │       ├── 10-50-reserved-as-required/
│   │       ├── 10-60-reserved-as-required/
│   │       ├── 10-70-reserved-as-required/
│   │       ├── 10-80-reserved-as-required/
│   │       └── 10-90-tables-schemas-index/
│   │
│   ├── ATA_12-SERVICING_INFRA/
│   │   └── ATA-12-servicing-infra/
│   │       ├── 12-00-general/
│   │       ├── 12-10-replenishing-equipment-and-points/
│   │       ├── 12-20-scheduled-servicing-enablement/
│   │       ├── 12-30-unscheduled-servicing-enablement/
│   │       ├── 12-40-reserved-as-required/
│   │       ├── 12-50-reserved-as-required/
│   │       ├── 12-60-reserved-as-required/
│   │       ├── 12-70-reserved-as-required/
│   │       ├── 12-80-reserved-as-required/
│   │       └── 12-90-tables-schemas-index/
│   │
│   ├── ATA_85-FUEL_CELL_SYSTEMS_INFRA/                     # enablement only (rigs/facilities/training/data)
│   │   └── ATA-85-fuel-cell-systems-infra/
│   │       ├── 85-00-general/
│   │       ├── 85-10-test-rigs-and-bench-infrastructure/
│   │       ├── 85-20-h2-handling-safety-permits-for-fcs/
│   │       ├── 85-30-power-interface-racks-load-banks/
│   │       ├── 85-40-thermal-management-test-support-equipment/
│   │       ├── 85-50-maintenance-support-tooling-and-gse/
│   │       ├── 85-60-spares-repair-warehouse-enablement/
│   │       ├── 85-70-training-qualification-and-cert-support/
│   │       ├── 85-80-digital-traceability-dpp-and-data-exports/
│   │       └── 85-90-tables-schemas-index/
│   │
│   └── ATA_IN_H2_GSE_AND_SUPPLY_CHAIN/                     # non-ATA infra namespace using IN-XX pattern
│       └── ATA-IN-h2-gse-supply-chain/
│           ├── IN-00-general/
│           ├── IN-10-h2-production-and-sourcing/
│           ├── IN-20-liquefaction-compression-and-storage/
│           ├── IN-30-transport-logistics-and-delivery/
│           ├── IN-40-airport-facilities-civil-works-and-permits/
│           ├── IN-50-h2-gse-couplings-hoses-interfaces/
│           ├── IN-60-safety-zoning-emergency-response/
│           ├── IN-70-quality-assurance-sampling-and-metering/
│           ├── IN-80-digital-traceability-dpp-and-audit/
│           └── IN-90-tables-schemas-index/
│
└── N-NEURAL_NETWORKS/                                     # governance + ledger (transversal)
    ├── README.md
    ├── 00_INDEX.md
    │
    ├── ATA_96-TRACEABILITY_DPP_LEDGER/
    │   └── ATA-96-traceability-dpp-ledger/
    │       ├── 96-00-general/
    │       ├── 96-10-identifier-grammar-namespaces/
    │       ├── 96-20-schema-registry-and-canonical-models/
    │       ├── 96-30-ledger-anchoring-hash-chain/
    │       ├── 96-40-dpp-sbom-and-config-effectivity/
    │       ├── 96-50-audit-evidence-packs-and-signoffs/
    │       ├── 96-60-export-publishing-contracts/
    │       ├── 96-70-governance-policies-and-rules/
    │       ├── 96-80-security-privacy-and-access-control/
    │       └── 96-90-tables-schemas-index/
    │
    └── ATA_98-RESERVED_PROGRAM_SLOT/
        └── ATA-98-program-slot/
            ├── 98-00-general/
            ├── 98-10-reserved-as-required/
            ├── 98-20-reserved-as-required/
            ├── 98-30-reserved-as-required/
            ├── 98-40-reserved-as-required/
            ├── 98-50-reserved-as-required/
            ├── 98-60-reserved-as-required/
            ├── 98-70-reserved-as-required/
            ├── 98-80-reserved-as-required/
            └── 98-90-tables-schemas-index/

Name		Name	Last commit message	Last commit date
Latest commit History 392 Commits
.github		.github
EU_FUNDING		EU_FUNDING
IETP_RUNTIME		IETP_RUNTIME
OPT-IN_FRAMEWORK		OPT-IN_FRAMEWORK
docs		docs
finance		finance
.gitattributes		.gitattributes
.gitignore		.gitignore
EU_FUNDING_ALIGNMENT.md		EU_FUNDING_ALIGNMENT.md
IMPLEMENTATION_SUMMARY.md		IMPLEMENTATION_SUMMARY.md
KNOWLEDGE_SYSTEM_INDEX.md		KNOWLEDGE_SYSTEM_INDEX.md
LICENSE		LICENSE
ONTOLOGY_GENESIS_KNOWLEDGE_MODEL.md		ONTOLOGY_GENESIS_KNOWLEDGE_MODEL.md
README.md		README.md
TEKNIA_MANIFESTO.md		TEKNIA_MANIFESTO.md

License

AmedeoPelliccia/AMPEL360-Q100

Folders and files

Latest commit

History

Repository files navigation

AMPEL360 Q100 (AMPEL360-AIR-T)

Hydrogen-Hybrid Electric BWB Aircraft — Digital Engineering Baseline

Table of Contents

1. Executive Summary

Mission Statement

The Aircraft Concept

Why This Matters

At a Glance

Core Principle

Explicit Non-Goals

2. Conceptual Architecture

2.1 The Knowledge-Information Separation Principle

2.2 GENESIS → KDB → IDB Flow

2.3 ASIT: Bounded Automation

2.4 PLM vs SLM Lifecycle Domains

3. Repository Organization

3.1 Top-Level Structure

ATA-XX Canonical Schema — Fully Annotated

Legend

LC13 Source → Publication Mapping

Quick Reference: Key Directories

Canonical “Package Types” (What belongs under PACKAGES/)

PLM (LC01–LC10)

OPS (LC11–LC14)

Minimal ID Grammar (to keep everything consistent)

4. OPT-IN Framework

4.1 Five-Axis Topology

4.2 Complete Directory Structure

5. Governance & Workflows

5.1 KNOT Lifecycle

KNOT Lifecycle Flow

KNOTS.csv Schema

KNU_PLAN.csv Schema

Allowed AoR (Area of Responsibility) Values

5.2 Contract-Based Transformation

Contract Structure (KITDM-CTR-XXX.yaml)

5.3 Tokenomics & Incentive Alignment

Teknia Token (TT) System

TOKENOMICS_TT.yaml Schema

Token Distribution Formula

5.4 Change Control & Baselines

6. Standards & Compliance

7. Getting Started

7.1 Prerequisites & Setup

7.2 First Contribution Walkthrough

7.3 Role-Based Entry Points

7.4 Validation & CI Checks

8. CAOS Framework

9. Publishing Model

9.1 CSDB (S1000D)

9.2 IETP Runtime

10. Tooling & Automation

10.1 CLI Tools Reference

10.2 ASIT Pipeline Configuration

10.3 CI/CD Integration

11. Security & Access Control

11.1 Data Classification

11.2 Export Control Considerations

11.3 Role-Based Access Model

12. Key Documentation

13. Contributing

Contribution Workflow

Commit Message Convention

Contribution Rules

14. Glossary

15. Changelog

[Unreleased]

Added

Changed

[1.0.0] — 2026-01-11

Added

16. License & Acknowledgments

License

Acknowledgments

Canonical “Package Types” (What belongs under `PACKAGES/`)

Packages