Forge Intelligence

Handbook

LCDL overlay: Media and Information Literacy 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.media-information-literacy.formulate_information_need intelligence_media_information_literacy_formulate_information_need_v1 artifact.life.media-information-literacy.research_brief validator.life.media-information-literacy.01_claim_to_source_support, validator.life.media-information-literacy.02_original_source_date_and_context, validator.life.media-information-literacy.03_source_concentration_and_perspective_coverage
capability.life.media-information-literacy.search_and_triangulate intelligence_media_information_literacy_search_and_triangulate_v1 artifact.life.media-information-literacy.search_log validator.life.media-information-literacy.01_claim_to_source_support, validator.life.media-information-literacy.02_original_source_date_and_context, validator.life.media-information-literacy.03_source_concentration_and_perspective_coverage
capability.life.media-information-literacy.evaluate_source intelligence_media_information_literacy_evaluate_source_v1 artifact.life.media-information-literacy.source_ledger validator.life.media-information-literacy.02_original_source_date_and_context, validator.life.media-information-literacy.01_claim_to_source_support, validator.life.media-information-literacy.03_source_concentration_and_perspective_coverage
capability.life.media-information-literacy.map_claim_evidence intelligence_media_information_literacy_map_claim_evidence_v1 artifact.life.media-information-literacy.claim_evidence_map validator.life.media-information-literacy.01_claim_to_source_support, validator.life.media-information-literacy.02_original_source_date_and_context, validator.life.media-information-literacy.03_source_concentration_and_perspective_coverage
capability.life.media-information-literacy.verify_context intelligence_media_information_literacy_verify_context_v1 artifact.life.media-information-literacy.context_verification_report validator.life.media-information-literacy.02_original_source_date_and_context, validator.life.media-information-literacy.03_source_concentration_and_perspective_coverage, validator.life.media-information-literacy.01_claim_to_source_support
capability.life.media-information-literacy.assess_synthetic_manipulation intelligence_media_information_literacy_assess_synthetic_manipulation_v1 artifact.life.media-information-literacy.media_authenticity_assessment validator.life.media-information-literacy.01_claim_to_source_support, validator.life.media-information-literacy.02_original_source_date_and_context, validator.life.media-information-literacy.03_source_concentration_and_perspective_coverage
capability.life.media-information-literacy.attribute_and_share intelligence_media_information_literacy_attribute_and_share_v1 artifact.life.media-information-literacy.publication_checklist validator.life.media-information-literacy.04_doxxing_copyright_and_political_targeting

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.media-information-literacy.research_brief ../schemas/artifacts/media-information-literacy.schema.json#/$defs/research_brief purpose, scope, stakeholders, requirements, constraints, assumptions, success_criteria restricted
artifact.life.media-information-literacy.search_log ../schemas/artifacts/media-information-literacy.schema.json#/$defs/search_log entries, entry_ids, owners, status, source_refs, updated_at restricted
artifact.life.media-information-literacy.source_ledger ../schemas/artifacts/media-information-literacy.schema.json#/$defs/source_ledger entries, entry_ids, owners, status, source_refs, updated_at restricted
artifact.life.media-information-literacy.claim_evidence_map ../schemas/artifacts/media-information-literacy.schema.json#/$defs/claim_evidence_map purpose, scope, entities_or_nodes, relations_or_edges, assumptions, boundary, validation_evidence restricted
artifact.life.media-information-literacy.context_verification_report ../schemas/artifacts/media-information-literacy.schema.json#/$defs/context_verification_report subject_or_scope, purpose, facts_or_observations, preferences_and_constraints, source_refs, uncertainty, date_range, next_questions restricted
artifact.life.media-information-literacy.media_authenticity_assessment ../schemas/artifacts/media-information-literacy.schema.json#/$defs/media_authenticity_assessment question_or_standard, criteria, evidence, findings, uncertainty, limitations, status, recommended_actions restricted
artifact.life.media-information-literacy.publication_checklist ../schemas/artifacts/media-information-literacy.schema.json#/$defs/publication_checklist items, applicability, status, evidence_refs, gaps, owner, review_date restricted

Validators

Validator ID Kind Automation Severity Failure action
validator.life.media-information-literacy.01_claim_to_source_support citation_entailment hybrid blocker escalate
validator.life.media-information-literacy.02_original_source_date_and_context provenance hybrid blocker escalate
validator.life.media-information-literacy.03_source_concentration_and_perspective_coverage diversity_check hybrid major repair
validator.life.media-information-literacy.04_doxxing_copyright_and_political_targeting 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: 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/media-information-literacy.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/media-information-literacy.yaml
  • Cases defined: 7
  • Capabilities under test: 7