Forge Intelligence

Handbook

LCDL overlay: Personal Safety, First Response, and Emergency Readiness 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.safety-first-response-emergency-readiness.assess_local_hazards intelligence_safety_first_response_emergency_readiness_assess_local_hazards_v1 artifact.life.safety-first-response-emergency-readiness.hazard_profile validator.life.safety-first-response-emergency-readiness.01_live_alert_and_official_instruction_priority
capability.life.safety-first-response-emergency-readiness.build_emergency_plan intelligence_safety_first_response_emergency_readiness_build_emergency_plan_v1 artifact.life.safety-first-response-emergency-readiness.emergency_communication_plan, artifact.life.safety-first-response-emergency-readiness.household_emergency_plan validator.life.safety-first-response-emergency-readiness.01_live_alert_and_official_instruction_priority, validator.life.safety-first-response-emergency-readiness.02_emergency_stop_and_immediate_routing, validator.life.safety-first-response-emergency-readiness.03_plan_coverage
capability.life.safety-first-response-emergency-readiness.prepare_supplies_records intelligence_safety_first_response_emergency_readiness_prepare_supplies_records_v1 artifact.life.safety-first-response-emergency-readiness.critical_records_inventory, artifact.life.safety-first-response-emergency-readiness.kit_inventory validator.life.safety-first-response-emergency-readiness.04_kit_quantity_and_expiry_check
capability.life.safety-first-response-emergency-readiness.route_immediate_action intelligence_safety_first_response_emergency_readiness_route_immediate_action_v1 artifact.life.safety-first-response-emergency-readiness.immediate_action_route validator.life.safety-first-response-emergency-readiness.01_live_alert_and_official_instruction_priority, validator.life.safety-first-response-emergency-readiness.02_emergency_stop_and_immediate_routing, validator.life.safety-first-response-emergency-readiness.03_plan_coverage
capability.life.safety-first-response-emergency-readiness.coordinate_communication intelligence_safety_first_response_emergency_readiness_coordinate_communication_v1 artifact.life.safety-first-response-emergency-readiness.emergency_communication_plan validator.life.safety-first-response-emergency-readiness.04_kit_quantity_and_expiry_check
capability.life.safety-first-response-emergency-readiness.plan_accessible_evacuation intelligence_safety_first_response_emergency_readiness_plan_accessible_evacuation_v1 artifact.life.safety-first-response-emergency-readiness.accessible_evacuation_plan validator.life.safety-first-response-emergency-readiness.01_live_alert_and_official_instruction_priority, validator.life.safety-first-response-emergency-readiness.02_emergency_stop_and_immediate_routing, validator.life.safety-first-response-emergency-readiness.03_plan_coverage
capability.life.safety-first-response-emergency-readiness.support_recovery intelligence_safety_first_response_emergency_readiness_support_recovery_v1 artifact.life.safety-first-response-emergency-readiness.incident_log validator.life.safety-first-response-emergency-readiness.03_plan_coverage, validator.life.safety-first-response-emergency-readiness.01_live_alert_and_official_instruction_priority, validator.life.safety-first-response-emergency-readiness.02_emergency_stop_and_immediate_routing

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.safety-first-response-emergency-readiness.hazard_profile ../schemas/artifacts/safety-first-response-emergency-readiness.schema.json#/$defs/hazard_profile subject_or_scope, purpose, facts_or_observations, preferences_and_constraints, source_refs, uncertainty, date_range, next_questions restricted
artifact.life.safety-first-response-emergency-readiness.household_emergency_plan ../schemas/artifacts/safety-first-response-emergency-readiness.schema.json#/$defs/household_emergency_plan objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers restricted
artifact.life.safety-first-response-emergency-readiness.kit_inventory ../schemas/artifacts/safety-first-response-emergency-readiness.schema.json#/$defs/kit_inventory entries, entry_ids, owners, status, source_refs, updated_at restricted
artifact.life.safety-first-response-emergency-readiness.critical_records_inventory ../schemas/artifacts/safety-first-response-emergency-readiness.schema.json#/$defs/critical_records_inventory entries, entry_ids, owners, status, source_refs, updated_at restricted
artifact.life.safety-first-response-emergency-readiness.immediate_action_route ../schemas/artifacts/safety-first-response-emergency-readiness.schema.json#/$defs/immediate_action_route decision_id, decision_or_question, options_or_routes, governing_constraints, evidence_refs, rationale, status, owner, next_action, review_or_reopen_triggers restricted
artifact.life.safety-first-response-emergency-readiness.emergency_communication_plan ../schemas/artifacts/safety-first-response-emergency-readiness.schema.json#/$defs/emergency_communication_plan objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers restricted
artifact.life.safety-first-response-emergency-readiness.accessible_evacuation_plan ../schemas/artifacts/safety-first-response-emergency-readiness.schema.json#/$defs/accessible_evacuation_plan objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers restricted
artifact.life.safety-first-response-emergency-readiness.incident_log ../schemas/artifacts/safety-first-response-emergency-readiness.schema.json#/$defs/incident_log entries, entry_ids, owners, status, source_refs, updated_at restricted

Validators

Validator ID Kind Automation Severity Failure action
validator.life.safety-first-response-emergency-readiness.01_live_alert_and_official_instruction_priority live_provenance hybrid blocker escalate
validator.life.safety-first-response-emergency-readiness.02_emergency_stop_and_immediate_routing policy hybrid blocker escalate
validator.life.safety-first-response-emergency-readiness.03_plan_coverage constraint deterministic major repair
validator.life.safety-first-response-emergency-readiness.04_kit_quantity_and_expiry_check deterministic deterministic 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, llm_boolean_gate, llm_enum_route, plan_decision_pack
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/safety-first-response-emergency-readiness.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/safety-first-response-emergency-readiness.yaml
  • Cases defined: 7
  • Capabilities under test: 7