Forge Intelligence

Handbook

LCDL overlay: General Creativity 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.creativity.construct_creative_brief intelligence_creativity_construct_creative_brief_v1 artifact.general.creativity.creative_brief validator.general.creativity.01_semantic_near_duplicate_and_idea_family_diversity_audit, validator.general.creativity.02_creative_brief_requirement_and_prohibited_outcome_coverage, validator.general.creativity.03_influence_attribution_license_and_originality_claim_boundary
capability.general.creativity.expand_possibility_space intelligence_creativity_expand_possibility_space_v1 artifact.general.creativity.idea_portfolio validator.general.creativity.01_semantic_near_duplicate_and_idea_family_diversity_audit, validator.general.creativity.02_creative_brief_requirement_and_prohibited_outcome_coverage, validator.general.creativity.03_influence_attribution_license_and_originality_claim_boundary
capability.general.creativity.transfer_analogies intelligence_creativity_transfer_analogies_v1 artifact.general.creativity.analogy_transfer_map validator.general.creativity.01_semantic_near_duplicate_and_idea_family_diversity_audit, validator.general.creativity.02_creative_brief_requirement_and_prohibited_outcome_coverage, validator.general.creativity.03_influence_attribution_license_and_originality_claim_boundary
capability.general.creativity.recombine_elements intelligence_creativity_recombine_elements_v1 artifact.general.creativity.idea_family_map validator.general.creativity.01_semantic_near_duplicate_and_idea_family_diversity_audit, validator.general.creativity.02_creative_brief_requirement_and_prohibited_outcome_coverage, validator.general.creativity.03_influence_attribution_license_and_originality_claim_boundary
capability.general.creativity.vary_constraints_and_perspectives intelligence_creativity_vary_constraints_and_perspectives_v1 artifact.general.creativity.constraint_variation_matrix validator.general.creativity.02_creative_brief_requirement_and_prohibited_outcome_coverage, validator.general.creativity.04_contextual_usefulness_taste_and_stakeholder_appropriateness_review
capability.general.creativity.evaluate_originality_and_usefulness intelligence_creativity_evaluate_originality_and_usefulness_v1 artifact.general.creativity.novelty_reference_set, artifact.general.creativity.creative_critique_record validator.general.creativity.02_creative_brief_requirement_and_prohibited_outcome_coverage, validator.general.creativity.04_contextual_usefulness_taste_and_stakeholder_appropriateness_review
capability.general.creativity.refine_ideas intelligence_creativity_refine_ideas_v1 artifact.general.creativity.refined_concept_set validator.general.creativity.02_creative_brief_requirement_and_prohibited_outcome_coverage
capability.general.creativity.maintain_idea_portfolio intelligence_creativity_maintain_idea_portfolio_v1 artifact.general.creativity.idea_portfolio, artifact.general.creativity.idea_family_map validator.general.creativity.03_influence_attribution_license_and_originality_claim_boundary
capability.general.creativity.choose_creative_method intelligence_creativity_choose_creative_method_v1 artifact.general.creativity.creative_method_decision validator.general.creativity.01_semantic_near_duplicate_and_idea_family_diversity_audit, validator.general.creativity.02_creative_brief_requirement_and_prohibited_outcome_coverage, validator.general.creativity.03_influence_attribution_license_and_originality_claim_boundary

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.creativity.creative_brief ../schemas/artifacts/creativity.schema.json#/$defs/creative_brief purpose, scope, stakeholders, requirements, constraints, assumptions, success_criteria internal
artifact.general.creativity.idea_portfolio ../schemas/artifacts/creativity.schema.json#/$defs/idea_portfolio items, generation_method, diversity_dimensions, constraints, screening_status internal
artifact.general.creativity.idea_family_map ../schemas/artifacts/creativity.schema.json#/$defs/idea_family_map purpose, scope, entities_or_nodes, relations_or_edges, assumptions, boundary, validation_evidence internal
artifact.general.creativity.analogy_transfer_map ../schemas/artifacts/creativity.schema.json#/$defs/analogy_transfer_map entries, entry_ids, owners, status, source_refs, updated_at internal
artifact.general.creativity.constraint_variation_matrix ../schemas/artifacts/creativity.schema.json#/$defs/constraint_variation_matrix purpose, scope, entities_or_nodes, relations_or_edges, assumptions, boundary, validation_evidence internal
artifact.general.creativity.novelty_reference_set ../schemas/artifacts/creativity.schema.json#/$defs/novelty_reference_set items, generation_method, diversity_dimensions, constraints, screening_status internal
artifact.general.creativity.creative_critique_record ../schemas/artifacts/creativity.schema.json#/$defs/creative_critique_record entries, entry_ids, owners, status, source_refs, updated_at internal
artifact.general.creativity.refined_concept_set ../schemas/artifacts/creativity.schema.json#/$defs/refined_concept_set items, generation_method, diversity_dimensions, constraints, screening_status internal
artifact.general.creativity.creative_method_decision ../schemas/artifacts/creativity.schema.json#/$defs/creative_method_decision decision_id, decision_or_question, options_or_routes, governing_constraints, evidence_refs, rationale, status, owner, next_action, review_or_reopen_triggers internal

Validators

Validator ID Kind Automation Severity Failure action
validator.general.creativity.01_semantic_near_duplicate_and_idea_family_diversity_audit diversity hybrid major repair
validator.general.creativity.02_creative_brief_requirement_and_prohibited_outcome_coverage constraint deterministic major repair
validator.general.creativity.03_influence_attribution_license_and_originality_claim_boundary provenance hybrid major repair
validator.general.creativity.04_contextual_usefulness_taste_and_stakeholder_appropriateness_review human_review human_review minor conditional_pass
validator.general.creativity.05_harm_misuse_stereotype_and_exclusion_challenge adversarial_review 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, llm_enum_route, llm_multi_label, 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/creativity.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/creativity.yaml
  • Cases defined: 7
  • Capabilities under test: 9