Handbook
LCDL overlay: Travel, Relocation, and Cross-Cultural Navigation 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.travel-relocation-cross-cultural.research_destination_requirements |
intelligence_travel_relocation_cross_cultural_research_destination_requirements_v1 |
artifact.life.travel-relocation-cross-cultural.travel_requirements_record |
validator.life.travel-relocation-cross-cultural.01_border_health_customs_consular_and_law, validator.life.travel-relocation-cross-cultural.04_health_medicine_access_insurance_and_advisories |
capability.life.travel-relocation-cross-cultural.build_document_checklist |
intelligence_travel_relocation_cross_cultural_build_document_checklist_v1 |
artifact.life.travel-relocation-cross-cultural.document_and_deadline_plan |
validator.life.travel-relocation-cross-cultural.02_time_zones_connections_opening_times_and_buffers, validator.life.travel-relocation-cross-cultural.04_health_medicine_access_insurance_and_advisories |
capability.life.travel-relocation-cross-cultural.design_itinerary |
intelligence_travel_relocation_cross_cultural_design_itinerary_v1 |
artifact.life.travel-relocation-cross-cultural.itinerary |
validator.life.travel-relocation-cross-cultural.02_time_zones_connections_opening_times_and_buffers, validator.life.travel-relocation-cross-cultural.04_health_medicine_access_insurance_and_advisories |
capability.life.travel-relocation-cross-cultural.plan_budget_payments |
intelligence_travel_relocation_cross_cultural_plan_budget_payments_v1 |
artifact.life.travel-relocation-cross-cultural.travel_budget |
validator.life.travel-relocation-cross-cultural.03_currency_fees_taxes_deposits_and_totals, validator.life.travel-relocation-cross-cultural.04_health_medicine_access_insurance_and_advisories |
capability.life.travel-relocation-cross-cultural.manage_health_safety_access |
intelligence_travel_relocation_cross_cultural_manage_health_safety_access_v1 |
artifact.life.travel-relocation-cross-cultural.health_safety_and_access_plan |
validator.life.travel-relocation-cross-cultural.04_health_medicine_access_insurance_and_advisories |
capability.life.travel-relocation-cross-cultural.plan_relocation_critical_path |
intelligence_travel_relocation_cross_cultural_plan_relocation_critical_path_v1 |
artifact.life.travel-relocation-cross-cultural.relocation_critical_path |
validator.life.travel-relocation-cross-cultural.01_border_health_customs_consular_and_law, validator.life.travel-relocation-cross-cultural.02_time_zones_connections_opening_times_and_buffers, validator.life.travel-relocation-cross-cultural.03_currency_fees_taxes_deposits_and_totals |
capability.life.travel-relocation-cross-cultural.prepare_cultural_orientation |
intelligence_travel_relocation_cross_cultural_prepare_cultural_orientation_v1 |
artifact.life.travel-relocation-cross-cultural.cultural_orientation |
validator.life.travel-relocation-cross-cultural.01_border_health_customs_consular_and_law, validator.life.travel-relocation-cross-cultural.02_time_zones_connections_opening_times_and_buffers, validator.life.travel-relocation-cross-cultural.03_currency_fees_taxes_deposits_and_totals |
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.travel-relocation-cross-cultural.travel_requirements_record |
../schemas/artifacts/travel-relocation-cross-cultural.schema.json#/$defs/travel_requirements_record |
requirement_ids, requirement_statements, acceptance_criteria, verification_method, owner, status, traceability_refs | restricted |
artifact.life.travel-relocation-cross-cultural.document_and_deadline_plan |
../schemas/artifacts/travel-relocation-cross-cultural.schema.json#/$defs/document_and_deadline_plan |
objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers | restricted |
artifact.life.travel-relocation-cross-cultural.itinerary |
../schemas/artifacts/travel-relocation-cross-cultural.schema.json#/$defs/itinerary |
events_or_legs, time_window, dependencies, deadlines, owners, buffers, contingencies, live_check_triggers | restricted |
artifact.life.travel-relocation-cross-cultural.travel_budget |
../schemas/artifacts/travel-relocation-cross-cultural.schema.json#/$defs/travel_budget |
currency_or_units, period, line_items, formulas, assumptions, scenarios, reconciliation_checks, uncertainty | restricted |
artifact.life.travel-relocation-cross-cultural.health_safety_and_access_plan |
../schemas/artifacts/travel-relocation-cross-cultural.schema.json#/$defs/health_safety_and_access_plan |
objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers | restricted |
artifact.life.travel-relocation-cross-cultural.relocation_critical_path |
../schemas/artifacts/travel-relocation-cross-cultural.schema.json#/$defs/relocation_critical_path |
events_or_legs, time_window, dependencies, deadlines, owners, buffers, contingencies, live_check_triggers | restricted |
artifact.life.travel-relocation-cross-cultural.cultural_orientation |
../schemas/artifacts/travel-relocation-cross-cultural.schema.json#/$defs/cultural_orientation |
purpose, context, content, assumptions, evidence_refs, status, next_actions | restricted |
Validators
| Validator ID | Kind | Automation | Severity | Failure action |
|---|---|---|---|---|
validator.life.travel-relocation-cross-cultural.01_border_health_customs_consular_and_law |
live_provenance | hybrid | blocker | escalate |
validator.life.travel-relocation-cross-cultural.02_time_zones_connections_opening_times_and_buffers |
deterministic | deterministic | blocker | escalate |
validator.life.travel-relocation-cross-cultural.03_currency_fees_taxes_deposits_and_totals |
deterministic | deterministic | major | repair |
validator.life.travel-relocation-cross-cultural.04_health_medicine_access_insurance_and_advisories |
policy_and_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/travel-relocation-cross-cultural.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/travel-relocation-cross-cultural.yaml - Cases defined: 7
- Capabilities under test: 7