as_stat_reference       Convert Provider Data to an Official
                        Statistical Reference
audit_stat_ai           Audit and Summarize Statistical Fidelity
claim_graph             Provenance Graphs and Proof-Carrying
                        Statistical Answers
context_audit           Audit Statistical Context and Revision
                        Propagation
eurostat_url            Official-Statistics API Connectors
extract_stat_claims     Extract Candidate Statistical Claims from Text
gsbpm52_map             Align statfidelity with GSBPM 5.2
perturb_prompt          Prompt Robustness, Statistical Red-Teaming, and
                        Model Stability
search_official_stats   Search multiple official-statistics catalogues
search_worldbank        Additional official-statistics API connectors
                        and search tools
semantic_audit          Component-Level Statistical Fidelity Audits
stat_api_key            Extensible REST API support and session-only
                        API keys
stat_claim              Construct an AI-Mediated Statistical Claim
stat_reference          Construct an Official-Statistics Reference
                        Object
statfidelity-package    Audit Statistical Fidelity of AI-Mediated
                        Official Statistics
statistical_minimal_pairs
                        Official Statistics AI Benchmark Tools
transformation_audit    Audit a Derived Statistical Transformation
write_proof             Write, Read, and Verify Statistical Proof
                        Bundles
