Forge Intelligence

Handbook

LCDL overlay: Community, Culture, and Belonging 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.community-culture-belonging.map_community_assets intelligence_community_culture_belonging_map_community_assets_v1 artifact.life.community-culture-belonging.community_asset_map validator.life.community-culture-belonging.01_stereotype_and_essentialism_check, validator.life.community-culture-belonging.02_local_resource_verification, validator.life.community-culture-belonging.03_safeguarding_boundaries_and_money_handling
capability.life.community-culture-belonging.build_cultural_context intelligence_community_culture_belonging_build_cultural_context_v1 artifact.life.community-culture-belonging.cultural_context_brief validator.life.community-culture-belonging.01_stereotype_and_essentialism_check
capability.life.community-culture-belonging.plan_participation intelligence_community_culture_belonging_plan_participation_v1 artifact.life.community-culture-belonging.participation_plan validator.life.community-culture-belonging.04_inclusion_and_access_check
capability.life.community-culture-belonging.design_inclusive_group_process intelligence_community_culture_belonging_design_inclusive_group_process_v1 artifact.life.community-culture-belonging.inclusive_event_plan validator.life.community-culture-belonging.03_safeguarding_boundaries_and_money_handling, validator.life.community-culture-belonging.04_inclusion_and_access_check
capability.life.community-culture-belonging.coordinate_mutual_aid intelligence_community_culture_belonging_coordinate_mutual_aid_v1 artifact.life.community-culture-belonging.mutual_aid_plan validator.life.community-culture-belonging.02_local_resource_verification, validator.life.community-culture-belonging.03_safeguarding_boundaries_and_money_handling
capability.life.community-culture-belonging.navigate_community_conflict intelligence_community_culture_belonging_navigate_community_conflict_v1 artifact.life.community-culture-belonging.community_conflict_map validator.life.community-culture-belonging.01_stereotype_and_essentialism_check, validator.life.community-culture-belonging.02_local_resource_verification, validator.life.community-culture-belonging.03_safeguarding_boundaries_and_money_handling
capability.life.community-culture-belonging.support_belonging_transition intelligence_community_culture_belonging_support_belonging_transition_v1 artifact.life.community-culture-belonging.belonging_plan validator.life.community-culture-belonging.01_stereotype_and_essentialism_check, validator.life.community-culture-belonging.02_local_resource_verification, validator.life.community-culture-belonging.03_safeguarding_boundaries_and_money_handling

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.community-culture-belonging.community_asset_map ../schemas/artifacts/community-culture-belonging.schema.json#/$defs/community_asset_map purpose, scope, entities_or_nodes, relations_or_edges, assumptions, boundary, validation_evidence internal
artifact.life.community-culture-belonging.cultural_context_brief ../schemas/artifacts/community-culture-belonging.schema.json#/$defs/cultural_context_brief subject_or_scope, purpose, facts_or_observations, preferences_and_constraints, source_refs, uncertainty, date_range, next_questions internal
artifact.life.community-culture-belonging.participation_plan ../schemas/artifacts/community-culture-belonging.schema.json#/$defs/participation_plan objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers internal
artifact.life.community-culture-belonging.inclusive_event_plan ../schemas/artifacts/community-culture-belonging.schema.json#/$defs/inclusive_event_plan objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers internal
artifact.life.community-culture-belonging.mutual_aid_plan ../schemas/artifacts/community-culture-belonging.schema.json#/$defs/mutual_aid_plan objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers internal
artifact.life.community-culture-belonging.community_conflict_map ../schemas/artifacts/community-culture-belonging.schema.json#/$defs/community_conflict_map purpose, scope, entities_or_nodes, relations_or_edges, assumptions, boundary, validation_evidence internal
artifact.life.community-culture-belonging.belonging_plan ../schemas/artifacts/community-culture-belonging.schema.json#/$defs/belonging_plan objective, scope, steps, dependencies, constraints, owners, timing, contingencies, review_triggers internal

Validators

Validator ID Kind Automation Severity Failure action
validator.life.community-culture-belonging.01_stereotype_and_essentialism_check policy_and_review hybrid major repair
validator.life.community-culture-belonging.02_local_resource_verification live_provenance hybrid major repair
validator.life.community-culture-belonging.03_safeguarding_boundaries_and_money_handling policy hybrid major repair
validator.life.community-culture-belonging.04_inclusion_and_access_check human_review human_review 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/community-culture-belonging.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/community-culture-belonging.yaml
  • Cases defined: 7
  • Capabilities under test: 7