Forge Intelligence

Handbook

LCDL overlay: Novel-System Modeling and Simulation 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.general.system-modeling-simulation.define_model_purpose_and_fidelity intelligence_system_modeling_simulation_define_model_purpose_and_fidelity_v1 artifact.general.system-modeling-simulation.modeling_charter validator.general.system-modeling-simulation.05_calibration_sensitivity_uncertainty_intended_use_and_independent_validat, validator.general.system-modeling-simulation.01_model_structure_identity_interface_and_relation_consistency, validator.general.system-modeling-simulation.03_reachability_deadlock_impossible_state_and_transition_coverage
capability.general.system-modeling-simulation.set_system_boundary_and_context intelligence_system_modeling_simulation_set_system_boundary_and_context_v1 artifact.general.system-modeling-simulation.system_context_and_boundary_model, artifact.general.system-modeling-simulation.stakeholder_and_scenario_model validator.general.system-modeling-simulation.01_model_structure_identity_interface_and_relation_consistency, validator.general.system-modeling-simulation.02_unit_dimensional_conservation_and_hard_constraint_checks, validator.general.system-modeling-simulation.03_reachability_deadlock_impossible_state_and_transition_coverage
capability.general.system-modeling-simulation.model_entities_relations_and_interfaces intelligence_system_modeling_simulation_model_entities_relations_and_interfaces_v1 artifact.general.system-modeling-simulation.entity_interface_and_flow_graph validator.general.system-modeling-simulation.01_model_structure_identity_interface_and_relation_consistency, validator.general.system-modeling-simulation.02_unit_dimensional_conservation_and_hard_constraint_checks, validator.general.system-modeling-simulation.03_reachability_deadlock_impossible_state_and_transition_coverage
capability.general.system-modeling-simulation.model_states_behavior_and_feedback intelligence_system_modeling_simulation_model_states_behavior_and_feedback_v1 artifact.general.system-modeling-simulation.state_and_behavior_model, artifact.general.system-modeling-simulation.feedback_and_causal_model validator.general.system-modeling-simulation.03_reachability_deadlock_impossible_state_and_transition_coverage
capability.general.system-modeling-simulation.synthesize_candidate_architectures intelligence_system_modeling_simulation_synthesize_candidate_architectures_v1 artifact.general.system-modeling-simulation.candidate_architecture_set validator.general.system-modeling-simulation.01_model_structure_identity_interface_and_relation_consistency, validator.general.system-modeling-simulation.05_calibration_sensitivity_uncertainty_intended_use_and_independent_validat, validator.general.system-modeling-simulation.02_unit_dimensional_conservation_and_hard_constraint_checks
capability.general.system-modeling-simulation.represent_parameters_and_uncertainty intelligence_system_modeling_simulation_represent_parameters_and_uncertainty_v1 artifact.general.system-modeling-simulation.parameter_and_uncertainty_ledger validator.general.system-modeling-simulation.05_calibration_sensitivity_uncertainty_intended_use_and_independent_validat
capability.general.system-modeling-simulation.design_and_run_simulations intelligence_system_modeling_simulation_design_and_run_simulations_v1 artifact.general.system-modeling-simulation.simulation_specification validator.general.system-modeling-simulation.04_seed_configuration_scenario_and_result_reproducibility
capability.general.system-modeling-simulation.analyze_sensitivity_and_failure intelligence_system_modeling_simulation_analyze_sensitivity_and_failure_v1 artifact.general.system-modeling-simulation.sensitivity_and_model_validation_report validator.general.system-modeling-simulation.01_model_structure_identity_interface_and_relation_consistency, validator.general.system-modeling-simulation.02_unit_dimensional_conservation_and_hard_constraint_checks, validator.general.system-modeling-simulation.03_reachability_deadlock_impossible_state_and_transition_coverage
capability.general.system-modeling-simulation.validate_and_version_model intelligence_system_modeling_simulation_validate_and_version_model_v1 artifact.general.system-modeling-simulation.model_version_and_validation_record validator.general.system-modeling-simulation.05_calibration_sensitivity_uncertainty_intended_use_and_independent_validat, validator.general.system-modeling-simulation.01_model_structure_identity_interface_and_relation_consistency

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.general.system-modeling-simulation.modeling_charter ../schemas/artifacts/system-modeling-simulation.schema.json#/$defs/modeling_charter purpose, scope, entities_or_nodes, relations_or_edges, assumptions, boundary, validation_evidence internal
artifact.general.system-modeling-simulation.system_context_and_boundary_model ../schemas/artifacts/system-modeling-simulation.schema.json#/$defs/system_context_and_boundary_model subject_or_scope, purpose, facts_or_observations, preferences_and_constraints, source_refs, uncertainty, date_range, next_questions internal
artifact.general.system-modeling-simulation.stakeholder_and_scenario_model ../schemas/artifacts/system-modeling-simulation.schema.json#/$defs/stakeholder_and_scenario_model purpose, scope, entities_or_nodes, relations_or_edges, assumptions, boundary, validation_evidence internal
artifact.general.system-modeling-simulation.entity_interface_and_flow_graph ../schemas/artifacts/system-modeling-simulation.schema.json#/$defs/entity_interface_and_flow_graph purpose, scope, entities_or_nodes, relations_or_edges, assumptions, boundary, validation_evidence internal
artifact.general.system-modeling-simulation.state_and_behavior_model ../schemas/artifacts/system-modeling-simulation.schema.json#/$defs/state_and_behavior_model purpose, scope, entities_or_nodes, relations_or_edges, assumptions, boundary, validation_evidence internal
artifact.general.system-modeling-simulation.feedback_and_causal_model ../schemas/artifacts/system-modeling-simulation.schema.json#/$defs/feedback_and_causal_model purpose, scope, entities_or_nodes, relations_or_edges, assumptions, boundary, validation_evidence internal
artifact.general.system-modeling-simulation.candidate_architecture_set ../schemas/artifacts/system-modeling-simulation.schema.json#/$defs/candidate_architecture_set purpose, scope, entities_or_nodes, relations_or_edges, assumptions, boundary, validation_evidence internal
artifact.general.system-modeling-simulation.parameter_and_uncertainty_ledger ../schemas/artifacts/system-modeling-simulation.schema.json#/$defs/parameter_and_uncertainty_ledger entries, entry_ids, owners, status, source_refs, updated_at internal
artifact.general.system-modeling-simulation.simulation_specification ../schemas/artifacts/system-modeling-simulation.schema.json#/$defs/simulation_specification purpose, scope, stakeholders, requirements, constraints, assumptions, success_criteria internal
artifact.general.system-modeling-simulation.sensitivity_and_model_validation_report ../schemas/artifacts/system-modeling-simulation.schema.json#/$defs/sensitivity_and_model_validation_report purpose, scope, entities_or_nodes, relations_or_edges, assumptions, boundary, validation_evidence internal
artifact.general.system-modeling-simulation.model_version_and_validation_record ../schemas/artifacts/system-modeling-simulation.schema.json#/$defs/model_version_and_validation_record entries, entry_ids, owners, status, source_refs, updated_at internal

Validators

Validator ID Kind Automation Severity Failure action
validator.general.system-modeling-simulation.01_model_structure_identity_interface_and_relation_consistency schema_and_graph deterministic major repair
validator.general.system-modeling-simulation.02_unit_dimensional_conservation_and_hard_constraint_checks deterministic deterministic major repair
validator.general.system-modeling-simulation.03_reachability_deadlock_impossible_state_and_transition_coverage state_space hybrid major repair
validator.general.system-modeling-simulation.04_seed_configuration_scenario_and_result_reproducibility simulation_reproducibility hybrid minor conditional_pass
validator.general.system-modeling-simulation.05_calibration_sensitivity_uncertainty_intended_use_and_independent_validat model_vv 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_enum_route, llm_multi_label, 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/system-modeling-simulation.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: 9
  • Technical floor→ceiling: I1_runtime → I1_runtime
  • Autonomy floor→ceiling: A0_assisted → A0_assisted
  • I1_runtime count: 9
  • Evidence class: contract: 9
  • Full hierarchy: MATURITY-HIERARCHY.md

Evaluation suite status

  • CI status: pass
  • Suite: evaluation_suites/system-modeling-simulation.yaml
  • Cases defined: 7
  • Capabilities under test: 9