Handbook
LCDL overlay: Sustainable Living and Environmental Choices 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.sustainable-living-environmental-choices.build_household_baseline |
intelligence_sustainable_living_environmental_choices_build_household_baseline_v1 |
artifact.life.sustainable-living-environmental-choices.household_impact_baseline |
validator.life.sustainable-living-environmental-choices.01_unit_energy_water_cost_and_scenario_calculations |
capability.life.sustainable-living-environmental-choices.identify_high_leverage_actions |
intelligence_sustainable_living_environmental_choices_identify_high_leverage_actions_v1 |
artifact.life.sustainable-living-environmental-choices.leverage_matrix |
validator.life.sustainable-living-environmental-choices.01_unit_energy_water_cost_and_scenario_calculations |
capability.life.sustainable-living-environmental-choices.compare_lifecycle_options |
intelligence_sustainable_living_environmental_choices_compare_lifecycle_options_v1 |
artifact.life.sustainable-living-environmental-choices.lifecycle_comparison |
validator.life.sustainable-living-environmental-choices.01_unit_energy_water_cost_and_scenario_calculations, validator.life.sustainable-living-environmental-choices.02_emissions_factors_tariffs_hazards_and_incentives, validator.life.sustainable-living-environmental-choices.03_lifecycle_boundary_and_greenwashing_risk |
capability.life.sustainable-living-environmental-choices.optimize_energy_water |
intelligence_sustainable_living_environmental_choices_optimize_energy_water_v1 |
artifact.life.sustainable-living-environmental-choices.energy_and_water_plan |
validator.life.sustainable-living-environmental-choices.01_unit_energy_water_cost_and_scenario_calculations, validator.life.sustainable-living-environmental-choices.02_emissions_factors_tariffs_hazards_and_incentives, validator.life.sustainable-living-environmental-choices.03_lifecycle_boundary_and_greenwashing_risk |
capability.life.sustainable-living-environmental-choices.plan_low_impact_mobility_food |
intelligence_sustainable_living_environmental_choices_plan_low_impact_mobility_food_v1 |
artifact.life.sustainable-living-environmental-choices.mobility_and_food_trade_off |
validator.life.sustainable-living-environmental-choices.01_unit_energy_water_cost_and_scenario_calculations, validator.life.sustainable-living-environmental-choices.02_emissions_factors_tariffs_hazards_and_incentives, validator.life.sustainable-living-environmental-choices.03_lifecycle_boundary_and_greenwashing_risk |
capability.life.sustainable-living-environmental-choices.assess_local_environmental_risk |
intelligence_sustainable_living_environmental_choices_assess_local_environmental_risk_v1 |
artifact.life.sustainable-living-environmental-choices.local_environmental_risk_profile |
validator.life.sustainable-living-environmental-choices.01_unit_energy_water_cost_and_scenario_calculations |
capability.life.sustainable-living-environmental-choices.build_resilience_action_plan |
intelligence_sustainable_living_environmental_choices_build_resilience_action_plan_v1 |
artifact.life.sustainable-living-environmental-choices.resilience_plan |
validator.life.sustainable-living-environmental-choices.01_unit_energy_water_cost_and_scenario_calculations, validator.life.sustainable-living-environmental-choices.02_emissions_factors_tariffs_hazards_and_incentives, validator.life.sustainable-living-environmental-choices.03_lifecycle_boundary_and_greenwashing_risk |
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.sustainable-living-environmental-choices.household_impact_baseline |
../schemas/artifacts/sustainable-living-environmental-choices.schema.json#/$defs/household_impact_baseline |
items, applicability, status, evidence_refs, gaps, owner, review_date | internal |
artifact.life.sustainable-living-environmental-choices.leverage_matrix |
../schemas/artifacts/sustainable-living-environmental-choices.schema.json#/$defs/leverage_matrix |
purpose, scope, entities_or_nodes, relations_or_edges, assumptions, boundary, validation_evidence | internal |
artifact.life.sustainable-living-environmental-choices.lifecycle_comparison |
../schemas/artifacts/sustainable-living-environmental-choices.schema.json#/$defs/lifecycle_comparison |
alternatives, hard_constraints, criteria, normalized_values, evidence_refs, uncertainty, dominance_or_tradeoffs, recommendation_status | internal |
artifact.life.sustainable-living-environmental-choices.energy_and_water_plan |
../schemas/artifacts/sustainable-living-environmental-choices.schema.json#/$defs/energy_and_water_plan |
objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers | internal |
artifact.life.sustainable-living-environmental-choices.mobility_and_food_trade_off |
../schemas/artifacts/sustainable-living-environmental-choices.schema.json#/$defs/mobility_and_food_trade_off |
alternatives, hard_constraints, criteria, normalized_values, evidence_refs, uncertainty, dominance_or_tradeoffs, recommendation_status | internal |
artifact.life.sustainable-living-environmental-choices.local_environmental_risk_profile |
../schemas/artifacts/sustainable-living-environmental-choices.schema.json#/$defs/local_environmental_risk_profile |
subject_or_scope, purpose, facts_or_observations, preferences_and_constraints, source_refs, uncertainty, date_range, next_questions | internal |
artifact.life.sustainable-living-environmental-choices.resilience_plan |
../schemas/artifacts/sustainable-living-environmental-choices.schema.json#/$defs/resilience_plan |
objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers | internal |
Validators
| Validator ID | Kind | Automation | Severity | Failure action |
|---|---|---|---|---|
validator.life.sustainable-living-environmental-choices.01_unit_energy_water_cost_and_scenario_calculations |
deterministic | deterministic | major | repair |
validator.life.sustainable-living-environmental-choices.02_emissions_factors_tariffs_hazards_and_incentives |
provenance | hybrid | major | repair |
validator.life.sustainable-living-environmental-choices.03_lifecycle_boundary_and_greenwashing_risk |
green_claim_check | hybrid | major | repair |
validator.life.sustainable-living-environmental-choices.04_unsafe_retrofit_and_inequitable_burden |
policy | 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: decompose_problem, extract_schema_from_text, formula_eval_safe, llm_enum_route, llm_multi_label, plan_decision_pack, word_problem_to_calc_plan
Operators to reuse: branch, fallback_chain, for_each, seq, 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/sustainable-living-environmental-choices.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/sustainable-living-environmental-choices.yaml - Cases defined: 7
- Capabilities under test: 7