Forge Intelligence

Consumer Decisions, Contracts, and Claims Intelligence

Clarify needs, compare products and services, review material contract terms, detect scams, and organize returns, warranties, complaints, and claims.

Updated

Definition

Clarify needs, compare products and services, review material contract terms, detect scams, and organize returns, warranties, complaints, and claims.

Coverage role

People repeatedly spend money and accept terms for housing, utilities, technology, travel, insurance, education, and everyday goods.

Scope

Included

  • requirements
  • total cost
  • seller and evidence review
  • product or service comparison
  • contract issue spotting
  • warranties and returns
  • complaints and claims
  • scam detection

Excluded and non-goals

  • legal representation
  • counterfeit or stolen goods
  • concealed affiliate incentives
  • unsafe product recommendations
  • guaranteeing redress

Boundary rules

  • Route to life.consumer-contracts-claims when the requested outcome requires one or more declared capabilities and the output can be represented by its canonical artifacts.
  • Route to an adjacent or specialist intelligence when domain-specific rules, tools, or professional authority dominate the problem.
  • Use general.reasoning to coordinate multi-pack conflicts, hard constraints, uncertainty, and decision status.
  • Return ask, defer, or escalate when required context, source authority, consent, or accountable ownership is missing.

Capability semantics

Capability ID Name Semantic intent
capability.life.consumer-contracts-claims.define_requirements Define Requirements Separate hard constraints from preferences and specify intended use lifecycle budget safety and access.
capability.life.consumer-contracts-claims.research_options Research Options Gather current seller product service recall and evidence information.
capability.life.consumer-contracts-claims.compare_total_value Compare Total Value Normalize price fees financing consumables maintenance warranty resale risk and lifecycle cost.
capability.life.consumer-contracts-claims.review_contract_terms Review Contract Terms Flag material obligations renewal cancellation liability data dispute and change clauses.
capability.life.consumer-contracts-claims.check_seller_scam_risk Check Seller Scam Risk Assess identity reputation payment protection pressure tactics impersonation and too-good-to-be-true signals.
capability.life.consumer-contracts-claims.plan_return_warranty_claim Plan Return Warranty Claim Organize dates evidence terms requested remedy contacts and escalation.
capability.life.consumer-contracts-claims.prepare_complaint Prepare Complaint Create a factual complaint with evidence legal-source references desired remedy and deadline.

Canonical artifact concepts

Artifact type Structural category Semantic purpose
artifact.life.consumer-contracts-claims.requirements_brief acceptance_contract Requirements Brief for Consumer Decisions, Contracts, and Claims Intelligence: A traceable requirement and acceptance contract linking each obligation to an observable criterion, verifier, owner, and status. It supports the pack purpose of clarify needs, compare products and services, review material contract terms, detect scams, and organize returns, warranties, complaints, and claims.
artifact.life.consumer-contracts-claims.options_and_evidence_ledger ledger Options And Evidence Ledger for Consumer Decisions, Contracts, and Claims Intelligence: A controlled collection of uniquely identified entries with ownership, provenance, status, and review state. It supports the pack purpose of clarify needs, compare products and services, review material contract terms, detect scams, and organize returns, warranties, complaints, and claims.
artifact.life.consumer-contracts-claims.total_cost_comparison comparison Total Cost Comparison for Consumer Decisions, Contracts, and Claims Intelligence: A normalized comparison that applies hard constraints before preferences and preserves evidence, uncertainty, dominance, and sensitivity. It supports the pack purpose of clarify needs, compare products and services, review material contract terms, detect scams, and organize returns, warranties, complaints, and claims.
artifact.life.consumer-contracts-claims.contract_issue_list ledger Contract Issue List for Consumer Decisions, Contracts, and Claims Intelligence: A controlled collection of uniquely identified entries with ownership, provenance, status, and review state. It supports the pack purpose of clarify needs, compare products and services, review material contract terms, detect scams, and organize returns, warranties, complaints, and claims.
artifact.life.consumer-contracts-claims.scam_risk_review analysis Scam Risk Review for Consumer Decisions, Contracts, and Claims Intelligence: An evidence-linked assessment that states criteria, findings, uncertainty, limitations, status, and action. It supports the pack purpose of clarify needs, compare products and services, review material contract terms, detect scams, and organize returns, warranties, complaints, and claims.
artifact.life.consumer-contracts-claims.return_or_warranty_plan plan Return Or Warranty Plan for Consumer Decisions, Contracts, and Claims Intelligence: A governed action design that sequences work, ownership, dependencies, timing, contingencies, and review. It supports the pack purpose of clarify needs, compare products and services, review material contract terms, detect scams, and organize returns, warranties, complaints, and claims.
artifact.life.consumer-contracts-claims.complaint_and_claim_dossier evidence_package Complaint And Claim Dossier for Consumer Decisions, Contracts, and Claims Intelligence: A versioned evidence package with indexed contents, completeness state, recipient, approval, submission, retention, and revision controls. It supports the pack purpose of clarify needs, compare products and services, review material contract terms, detect scams, and organize returns, warranties, complaints, and claims.

Method families and limits

Method ID Method Use when Avoid when
method.life.consumer-contracts-claims.hard_constraint_filtering hard-constraint filtering Use when a purchase, repair, service, or contract must be compared on normalized scope, hard constraints, evidence, total cost, terms, and recourse. Avoid comparing headline price alone, assuming missing terms are favorable, overlooking license, warranty, safety, cancellation, or data use, or treating draft review as legal advice.
method.life.consumer-contracts-claims.total_cost_of_ownership total cost of ownership Use when alternatives or plans depend on transparent monetary flows, units, timing, fees, uncertainty, and scenario assumptions. Avoid undisclosed rates, fees, taxes, currency conversion, inflation, compounding, or jurisdictional assumptions; do not present scenario outputs as guaranteed outcomes.
method.life.consumer-contracts-claims.source_and_seller_triangulation source and seller triangulation Use when the reliability of a conclusion depends on locating original evidence, comparing independent sources, preserving scope, and identifying conflicts. Avoid equating repetition with independence, citing summaries for claims available in primary sources, or merging conflicting evidence into a single unsupported score.
method.life.consumer-contracts-claims.clause_checklist clause checklist Use when a purchase, repair, service, or contract must be compared on normalized scope, hard constraints, evidence, total cost, terms, and recourse. Avoid comparing headline price alone, assuming missing terms are favorable, overlooking license, warranty, safety, cancellation, or data use, or treating draft review as legal advice.
method.life.consumer-contracts-claims.scam_red_flags scam red flags Use when potential harm must be detected, prioritized, contained, routed, and recorded without exceeding available authority. Avoid delaying emergency or safeguarding routes, asking for unnecessary sensitive detail, or giving instructions that increase exposure, destroy evidence, or conflict with official guidance.
method.life.consumer-contracts-claims.evidence_and_escalation_ladder evidence and escalation ladder Use when potential harm must be detected, prioritized, contained, routed, and recorded without exceeding available authority. Avoid delaying emergency or safeguarding routes, asking for unnecessary sensitive detail, or giving instructions that increase exposure, destroy evidence, or conflict with official guidance.

Pack-specific invariants

The pack also inherits the core invariants in core/core_invariants.yaml.

Invariant ID Statement Failure action
invariant.life.consumer-contracts-claims.01_prices_terms_availability_and_recalls_are_current Prices terms availability and recalls are current. fail_or_repair
invariant.life.consumer-contracts-claims.02_material_exclusions_and_conflicts_are_not_hidden Material exclusions and conflicts are not hidden. fail_or_repair
invariant.life.consumer-contracts-claims.03_contract_review_distinguishes_issue_spotting_from_legal_ad Contract review distinguishes issue spotting from legal advice. fail_or_repair
invariant.life.consumer-contracts-claims.04_recommendations_exclude_unsafe_illegal_counterfeit_or_expl Recommendations exclude unsafe illegal counterfeit or exploitative options. fail_or_repair

Dependencies and relations

Operational general intelligences: general.question-framing, general.validation-verification
Foundation concepts: general.decision, general.epistemic-evidence, general.logical-constraint, general.tool-computational, general.strategic-adversarial
Life intelligences: life.personal-finance-resilience, life.civic-legal-public-services, life.media-information-literacy, life.digital-citizenship-privacy-cybersecurity

Source roles

Source ID Claim roles Runtime resolution required
local.authority jurisdiction_rule, runtime_fact, service_or_community_context True
unesco.mil competence_framework, concept_definition, evaluation_dimension True

Risk and authority boundary

Risk class: high

  • Large contracts loans insurance housing medical devices or legal disputes.
  • Product safety recall fraud identity theft or imminent loss.
  • Claims requiring court arbitration regulator or licensed advice.

Accountable people retain consent, value, regulated, irreversible, and residual-risk decisions. This semantic page does not claim a deployed implementation.

Maturity

semantic: S3_reviewable_definition
contract: C3_testable_contract
implementation: I0_not_included
evidence: E2_source_roles_mapped
governance: G2_controls_and_review_defined
overlay: O2_paired_seed_complete

Paired overlay

Runtime maturity

  • Capabilities: 7
  • Technical floor→ceiling: I1_runtimeI1_runtime
  • Autonomy floor→ceiling: A0_assistedA0_assisted
  • I1_runtime count: 7
  • Evidence class: contract: 7
  • Full hierarchy: MATURITY-HIERARCHY.md

Evaluation suite status

  • CI status: pass
  • Suite: evaluation_suites/consumer-contracts-claims.yaml
  • Cases defined: 7
  • Capabilities under test: 7