[WIP] Add complete ATA 96 traceability DPP ledger scaffold

[Copilot]

ATA 96 Traceability DPP Ledger Implementation Plan

• 1. Rename sections 96-10 through 96-80 with proper names

  • 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

• 2. Create canonical structure for each section (96-10 through 96-80)

  • GENESIS folder with O-KNOTS.csv, Y-KNOTS.csv, README.md, DISCOVERY_LOG.md, GRADUATION_CRITERIA.md
  • KDB/DEV and KDB/LM/SSOT/PLM with LC01-LC10 phases
  • IDB/OPS/LM with LC11-LC14 phases
  • IDB/PUB with AMM/CSDB/DM and SRM
  • GOVERNANCE with CHANGE_CONTROL, APPROVALS, INCENTIVES
  • INDEX with SSOT_INDEX.yaml, TRACE_MATRIX.csv, ID_REGISTRY.csv
  • ASIT with contracts and pipelines

• 3. Create 5 database schemas in 96-90/schemas/

  • LEDGER_ENTRY_SCHEMA.yaml
  • DPP_COMPONENT_SCHEMA.yaml
  • TOKEN_TRANSACTION_SCHEMA.yaml
  • ID_GRAMMAR_SCHEMA.yaml
  • AUDIT_TRAIL_SCHEMA.yaml

• 4. Populate GENESIS KNOTs for critical sections

  • 96-10: 4 Y-KNOTs for identifier grammar
  • 96-30: 4 Y-KNOTs for ledger anchoring
  • 96-40: 3 Y-KNOTs for DPP/SBOM

• 5. Create WBS Level 3 with 48+ work packages

• 6. Update INDEX files

  • SSOT_INDEX.yaml
  • ARTIFACT_CATALOG.yaml
  • ID_REGISTRY.csv
  • TRACE_MASTER.csv

• 7. Create section READMEs for all sections

• 8. Create IMPLEMENTATION_REPORT.md

Original prompt

ATA 96 Scaffold Implementation — Canonical Structure

Objective

Implement the complete ATA 96 Traceability DPP Ledger scaffold following the canonical repository structure with proper KDB/LM/SSOT/PLM lifecycle phases (LC01–LC10) and IDB/OPS/LM operational phases (LC11–LC14).

Target Location

OPT-IN_FRAMEWORK/N-NEURAL_NETWORKS/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/

Required Structure Per Section

Each section (96-10 through 96-80) MUST follow this canonical pattern:

96-XX-{section-name}/
├── README.md                           # Section overview
├── GENESIS/                            # Uncertainty discovery (pre-KNOT)
│   ├── README.md
│   ├── O-KNOTS.csv                     # Origin KNOTs (experience-based)
│   ├── Y-KNOTS.csv                     # Derived KNOTs (regulatory)
│   ├── DISCOVERY_LOG.md
│   └── GRADUATION_CRITERIA.md
│
├── KDB/                                # Knowledge Data Base
│   ├── DEV/                            # Active development (not baselined)
│   │   └── README.md
│   └── LM/                             # Lifecycle-Managed
│       └── SSOT/                       # Single Source of Truth
│           └── PLM/                    # Product Lifecycle Management
│               ├── LC01_PROBLEM_STATEMENT/
│               │   ├── KNOTS.csv
│               │   ├── KNU_PLAN.csv
│               │   ├── RACI.csv
│               │   └── TOKENOMICS_TT.yaml
│               ├── 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/
│               └── LC10_INDUSTRIALIZATION/
│
├── IDB/                                # Information Data Base
│   ├── OPS/                            # Operational domain
│   │   └── LM/
│   │       ├── LC11_OPERATIONS_CUSTOMIZATION/
│   │       ├── LC12_SUPPORT_SERVICES/
│   │       ├── LC13_MRO_SUSTAINMENT/
│   │       └── LC14_RETIREMENT_CIRCULARITY/
│   └── PUB/                            # Publications
│       ├── AMM/
│       │   └── CSDB/DM/
│       └── SRM/
│
├── GOVERNANCE/
│   ├── CHANGE_CONTROL/
│   │   └── README.md
│   ├── APPROVALS/
│   │   └── README.md
│   └── INCENTIVES/
│       └── README.md
│
├── INDEX/
│   ├── SSOT_INDEX.yaml
│   ├── TRACE_MATRIX.csv
│   └── ID_REGISTRY.csv
│
└── ASIT/                               # Transformation contracts
    ├── contracts/
    │   └── README.md
    └── pipelines/
        └── README.md

Database Schemas Required (in 96-90-tables-schemas-index/schemas/)

Create these 5 comprehensive YAML database schema files:

1. LEDGER_ENTRY_SCHEMA.yaml

• Immutable ledger entries with cryptographic hash chain
• Fields: entry_id, timestamp, entry_type, subject_id, actor_id, payload, content_hash, previous_hash, signature
• Supports blockchain anchoring (anchor_status, blockchain_tx_id, merkle_root)
• Digital signatures (ECDSA-SHA256, RSA-SHA256, Ed25519)

2. DPP_COMPONENT_SCHEMA.yaml

• EU-compliant Digital Product Passport
• Configuration effectivity (as_designed, as_built, as_maintained)
• Material provenance (supply chain tiers, conflict minerals)
• Sustainability metrics (carbon_footprint, circularity_score, recyclability)
• Compliant with EU Battery Regulation 2023/1542 and ESPR

3. TOKEN_TRANSACTION_SCHEMA.yaml

• Teknia Token (TT) incentive tracking
• Activity-based allocation (KNOT_RESOLUTION, DESIGN_CONTRIBUTION, etc.)
• Complexity weighting (SIMPLE, MODERATE, COMPLEX, CRITICAL)
• Vesting schedules (IMMEDIATE, MILESTONE, TIME_BASED, APPROVAL)

4. ID_GRAMMAR_SCHEMA.yaml

• URN namespace registry: urn:ampel360:ata96:{namespace}:{entity_type}:{id}
• Tables: id_namespaces, id_entity_types, id_allocations, id_cross_system_mappings, id_version_history
• Cross-system mapping for ERP, PLM, MES, CMMS

5. AUDIT_TRAIL_SCHEMA.yaml

• Comprehensive audit and compliance evidence
• Tables: audit_events, evidence_packs, digital_signatures, approval_records
• eIDAS qualified signature support
• EASA Part 21, FAA 14 CFR Part 21, ISO 9001, AS9100 compliance

GENESIS Framework

Populate GENESIS folders with initial KNOTs for critical sections:

96-10 Identifier Grammar (Y-KNOTs):

• Y-KNOT-96-10-001: Define URN namespace hierarchy (HIGH, graduation_candidate=true)
• Y-KNOT-96-10-002: Collision-free ID generation (HIGH, graduation_candi...

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