fin-kg-define-judgment-disclosure

Installation
SKILL.md

Define Financial-KG Judgment and Disclosure

Build a governed JudgmentAndDisclosurePackageSet that converts exact, immutable measurement evidence into reproducible decisions and faithful disclosures under a pre-registered policy.

Preserve the layer boundary

  • Exact external inputs: Judge only against an exact QualityRequirementProfile using exact MeasurementEvidencePackage versions. Bind an exact FitnessForUseCase when executing fitness_for_use; other modes may reference one only as explicitly declared context. Reference external semantics; never rewrite them.
  • Judgment ownership: This layer may bind only parameters explicitly owned by judgment_rule, plus exact inherited upstream parameters without changing them. It may define critical gates, practical-significance rules, aggregation logic, use restrictions, diagnostic parameters, controls, validity algorithms, and conclusion mappings. It may not change a measurement formula, sample, observation, estimate, uncertainty statement, requirement target, tolerance, compensation, exception, or use constraint owned upstream.
  • Policy-before-result: Freeze and approve decision policies before unblinded access to the results they judge. Post-hoc policy changes require a new policy version, explicit change rationale, disclosure, and a new judgment record.
  • Eligibility before outcome: Determine whether evidence can support each requested judgment mode before evaluating requirements. Keep invalid_evaluation, insufficient_evidence, and indeterminate distinct.
  • Vocabulary separation: Never mix eligibility, requirement, comparison, use, runtime, or overall-conclusion states.
  • No silent override: Preserve every rule evaluation and aggregation trace. A reviewer may correct an input or issue a new governed version, but may not silently replace a deterministic outcome.
  • Faithful disclosure: Disclose identity, scope, evidence, uncertainty, exclusions, gates, limitations, redactions, deviations, and reproducibility information. Redaction must not change the apparent decision basis.

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First Seen
Jul 17, 2026
fin-kg-define-judgment-disclosure — joker-of-gotham/finkg-evaluation-skills