audit-convergence-independence

Installation
SKILL.md

audit-convergence-independence

Purpose

Estimate how much nominally independent convergence remains after shared priors, data, models, prompts, framings, assumptions, and upstream evidence are discounted.

Input contract

mode_contracts:
  evidence-paths: &convergence_audit_input
    required: [evidence_paths, claims, provenance_records]
    optional: [dependency_schema, correlation_estimates]
    constraints: [each_path_must_be_traceable_to_its_inputs_and_assumptions]
  agents: *convergence_audit_input
  models: *convergence_audit_input
  methods: *convergence_audit_input

Execution protocol

Do not perform called SOP operations inline; each loaded SOP owns its contract and thresholds.

Installs
15
GitHub Stars
505
First Seen
Sep 24, 2026