Forge Intelligence

Handbook

LCDL overlay: Mobility and Transportation Intelligence

Design and test-contract bundle; no runtime implementation or operational certification is claimed. The manifest, schemas, validators, test suite, and task identities are complete enough for repository-native…

Updated

Runtime boundary

Design and test-contract bundle; no runtime implementation or operational certification is claimed. The manifest, schemas, validators, test suite, and task identities are complete enough for repository-native implementation; no placeholder task code is included.

Capability contracts

Capability ID Candidate task ID Required output artifacts Release validators
capability.life.mobility-transportation.compare_modes_routes intelligence_mobility_transportation_compare_modes_routes_v1 artifact.life.mobility-transportation.mobility_option_matrix validator.life.mobility-transportation.01_schedules_disruptions_weather_and_accessibility
capability.life.mobility-transportation.plan_journey intelligence_mobility_transportation_plan_journey_v1 artifact.life.mobility-transportation.journey_plan validator.life.mobility-transportation.01_schedules_disruptions_weather_and_accessibility, validator.life.mobility-transportation.03_fares_energy_parking_tolls_duration_and_buffers, validator.life.mobility-transportation.04_inspection_recall_licensing_and_insurance
capability.life.mobility-transportation.plan_accessible_transport intelligence_mobility_transportation_plan_accessible_transport_v1 artifact.life.mobility-transportation.accessible_journey_plan validator.life.mobility-transportation.01_schedules_disruptions_weather_and_accessibility, validator.life.mobility-transportation.02_driving_distraction_fatigue_and_intoxication, validator.life.mobility-transportation.03_fares_energy_parking_tolls_duration_and_buffers
capability.life.mobility-transportation.optimize_commute intelligence_mobility_transportation_optimize_commute_v1 artifact.life.mobility-transportation.commute_plan validator.life.mobility-transportation.01_schedules_disruptions_weather_and_accessibility, validator.life.mobility-transportation.02_driving_distraction_fatigue_and_intoxication, validator.life.mobility-transportation.03_fares_energy_parking_tolls_duration_and_buffers
capability.life.mobility-transportation.manage_maintenance intelligence_mobility_transportation_manage_maintenance_v1 artifact.life.mobility-transportation.transport_maintenance_schedule validator.life.mobility-transportation.04_inspection_recall_licensing_and_insurance
capability.life.mobility-transportation.support_safe_operation intelligence_mobility_transportation_support_safe_operation_v1 artifact.life.mobility-transportation.safety_checklist validator.life.mobility-transportation.02_driving_distraction_fatigue_and_intoxication, validator.life.mobility-transportation.01_schedules_disruptions_weather_and_accessibility
capability.life.mobility-transportation.handle_incident intelligence_mobility_transportation_handle_incident_v1 artifact.life.mobility-transportation.incident_plan validator.life.mobility-transportation.01_schedules_disruptions_weather_and_accessibility, validator.life.mobility-transportation.02_driving_distraction_fatigue_and_intoxication, validator.life.mobility-transportation.03_fares_energy_parking_tolls_duration_and_buffers

Each capability contract in the manifest defines inputs, outputs, preconditions, postconditions, method-selection rules, invariant references, failure states, risk gate, metrics, and the existing forge-lcdl tasks/operators to compose.

Artifact schemas

Artifact type Schema reference Required payload fields Sensitivity
artifact.life.mobility-transportation.mobility_option_matrix ../schemas/artifacts/mobility-transportation.schema.json#/$defs/mobility_option_matrix alternatives, hard_constraints, criteria, normalized_values, evidence_refs, uncertainty, dominance_or_tradeoffs, recommendation_status restricted
artifact.life.mobility-transportation.journey_plan ../schemas/artifacts/mobility-transportation.schema.json#/$defs/journey_plan objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers restricted
artifact.life.mobility-transportation.accessible_journey_plan ../schemas/artifacts/mobility-transportation.schema.json#/$defs/accessible_journey_plan objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers restricted
artifact.life.mobility-transportation.commute_plan ../schemas/artifacts/mobility-transportation.schema.json#/$defs/commute_plan objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers restricted
artifact.life.mobility-transportation.transport_maintenance_schedule ../schemas/artifacts/mobility-transportation.schema.json#/$defs/transport_maintenance_schedule objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers restricted
artifact.life.mobility-transportation.safety_checklist ../schemas/artifacts/mobility-transportation.schema.json#/$defs/safety_checklist items, applicability, status, evidence_refs, gaps, owner, review_date restricted
artifact.life.mobility-transportation.incident_plan ../schemas/artifacts/mobility-transportation.schema.json#/$defs/incident_plan objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers restricted

Validators

Validator ID Kind Automation Severity Failure action
validator.life.mobility-transportation.01_schedules_disruptions_weather_and_accessibility live_provenance hybrid blocker escalate
validator.life.mobility-transportation.02_driving_distraction_fatigue_and_intoxication policy hybrid blocker escalate
validator.life.mobility-transportation.03_fares_energy_parking_tolls_duration_and_buffers deterministic deterministic major repair
validator.life.mobility-transportation.04_inspection_recall_licensing_and_insurance live_rule hybrid minor conditional_pass

Validator checks return itemized evidence and support pass, conditional_pass, fail, inconclusive, or a governed repair/escalation path. Generation does not self-certify.

Existing execution substrate

Tasks to reuse: contradiction_scan, decompose_problem, extract_schema_from_text, formula_eval_safe, llm_boolean_gate, llm_enum_route, plan_decision_pack, word_problem_to_calc_plan
Operators to reuse: branch, fallback_chain, for_each, optional_step, seq, try_catch, until_ok

Cross-intelligence handoff

  • artifact_id, type, version, producer capability, provenance, scope, assumptions, uncertainty, sensitivity, validation status, and next action
  • No free-text handoff may replace a required typed artifact when a downstream validator depends on structure.

Information-loss checks: - all hard constraints preserved - all blocker findings preserved - source scope and date preserved - assumptions and dissent preserved - units, time zones, identifiers, and uncertainty preserved

Evaluation and release

Suite: ../evaluation_suites/mobility-transportation.yaml

  • 100% schema validity for released artifacts
  • 100% material traceability
  • no unresolved blocker validator
  • no missed critical escalation in the approved benchmark
  • documented conditional-pass limits and human gates

Promotion to implementation maturity I1

  • Create repository-native input and output contracts for every candidate task ID.
  • Implement deterministic portions of validators and declare independent human or model review for semantic portions.
  • Connect a provenance-preserving source resolver and enforce freshness and jurisdiction rules.
  • Pass the per-pack suite and dependency regression suites at release thresholds.
  • Complete security, privacy, accessibility, and domain-owner review appropriate to risk.
  • Publish LMETA/LCDL exact-overlay links and CI parity checks.

Exact-overlay identity

The LMETA and LCDL pages share the concept ID, semantic version, capability IDs, and invariant IDs. tools/validate_pack.py checks this parity.

Paired overlay

Runtime maturity

  • Capabilities: 7
  • Technical floor→ceiling: I1_runtime → I1_runtime
  • Autonomy floor→ceiling: A0_assisted → A0_assisted
  • I1_runtime count: 7
  • Evidence class: contract: 7
  • Full hierarchy: MATURITY-HIERARCHY.md

Evaluation suite status

  • CI status: pass
  • Suite: evaluation_suites/mobility-transportation.yaml
  • Cases defined: 7
  • Capabilities under test: 7