Changes in version 0.1.0 (2026-09-03) Release scope - Provides a ten-dimensional statistical-fidelity audit covering semantic, numerical, temporal, geographic, unit, contextual, provenance, revision, transformation, and uncertainty fidelity. - Provides geometric and weakest-link summaries together with non-compensatory critical-error rules and PASS/WARN/FAIL certification logic. - Provides provenance graphs, revision handling, portable SHA-256 proof bundles, batch auditing, prompt perturbation, statistical red-team generation, minimal-pair tests, benchmark utilities, and model-stability tools. - Provides bounded interfaces for Eurostat, World Bank, OECD, UNSD SDG, UK ONS, U.S. BLS, and low-level IMF SDMX URL construction, together with an extensible HTTPS JSON API registry. - Provides gsbpm52_map(), gsbpm_align(), and gsbpm_quality_report() for explicit alignment with relevant GSBPM 5.2 Analyse, Disseminate, Evaluate, Quality Management, and Metadata Management activities. - Includes offline fixtures and regression tests for provider parsing, audit behaviour, proof integrity, and GSBPM alignment. Scope and compatibility - GSBPM alignment is offline and deterministic and introduces no additional network dependency. - The package supports relevant GSBPM 5.2 activities but does not claim to implement or certify the complete GSBPM statistical production process.