| statfidelity-package | Audit Statistical Fidelity of AI-Mediated Official Statistics |
| api_get_json | Extensible REST API support and session-only API keys |
| as_stat_reference | Convert Provider Data to an Official Statistical Reference |
| audit_batch | Audit and Summarize Statistical Fidelity |
| audit_stat_ai | Audit and Summarize Statistical Fidelity |
| benchmark_from_reference | Official Statistics AI Benchmark Tools |
| bls_url | Additional official-statistics API connectors and search tools |
| certify_claim | Provenance Graphs and Proof-Carrying Statistical Answers |
| claim_graph | Provenance Graphs and Proof-Carrying Statistical Answers |
| clear_stat_api_key | Extensible REST API support and session-only API keys |
| context_audit | Audit Statistical Context and Revision Propagation |
| eurostat_url | Official-Statistics API Connectors |
| extract_stat_claims | Extract Candidate Statistical Claims from Text |
| fetch_bls | Additional official-statistics API connectors and search tools |
| fetch_eurostat | Official-Statistics API Connectors |
| fetch_oecd | Official-Statistics API Connectors |
| fetch_stat_api | Extensible REST API support and session-only API keys |
| fetch_unsd_sdg | Additional official-statistics API connectors and search tools |
| fetch_worldbank | Official-Statistics API Connectors |
| fidelity | Audit and Summarize Statistical Fidelity |
| geo_audit | Component-Level Statistical Fidelity Audits |
| gsbpm52_map | Align statfidelity with GSBPM 5.2 |
| gsbpm_align | Align statfidelity with GSBPM 5.2 |
| gsbpm_quality_report | Align statfidelity with GSBPM 5.2 |
| imf_api_url | Additional official-statistics API connectors and search tools |
| model_stability | Prompt Robustness, Statistical Red-Teaming, and Model Stability |
| numeric_audit | Component-Level Statistical Fidelity Audits |
| oecd_url | Official-Statistics API Connectors |
| officialstat_benchmark | Official Statistics AI Benchmark Tools |
| official_stat_providers | Extensible REST API support and session-only API keys |
| ons_search_url | Additional official-statistics API connectors and search tools |
| perturb_prompt | Prompt Robustness, Statistical Red-Teaming, and Model Stability |
| print.stat_claim | Construct an AI-Mediated Statistical Claim |
| print.stat_fidelity_audit | Audit and Summarize Statistical Fidelity |
| print.stat_fidelity_batch | Audit and Summarize Statistical Fidelity |
| print.stat_gsbpm_report | Align statfidelity with GSBPM 5.2 |
| print.stat_proof | Provenance Graphs and Proof-Carrying Statistical Answers |
| print.stat_reference | Construct an Official-Statistics Reference Object |
| proof_bundle | Provenance Graphs and Proof-Carrying Statistical Answers |
| read_proof | Write, Read, and Verify Statistical Proof Bundles |
| redteam_stats | Prompt Robustness, Statistical Red-Teaming, and Model Stability |
| register_stat_api | Extensible REST API support and session-only API keys |
| revision_audit | Component-Level Statistical Fidelity Audits |
| revision_propagation_lag | Audit Statistical Context and Revision Propagation |
| search_official_stats | Search multiple official-statistics catalogues |
| search_ons | Additional official-statistics API connectors and search tools |
| search_stat_api | Extensible REST API support and session-only API keys |
| search_unsd_sdg | Additional official-statistics API connectors and search tools |
| search_worldbank | Additional official-statistics API connectors and search tools |
| semantic_audit | Component-Level Statistical Fidelity Audits |
| set_stat_api_key | Extensible REST API support and session-only API keys |
| source_audit | Component-Level Statistical Fidelity Audits |
| statfidelity | Audit Statistical Fidelity of AI-Mediated Official Statistics |
| statistical_minimal_pairs | Official Statistics AI Benchmark Tools |
| 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 |
| temporal_audit | Component-Level Statistical Fidelity Audits |
| trace_claim | Provenance Graphs and Proof-Carrying Statistical Answers |
| transformation_audit | Audit a Derived Statistical Transformation |
| uncertainty_audit | Component-Level Statistical Fidelity Audits |
| unit_audit | Component-Level Statistical Fidelity Audits |
| unsd_sdg_data_url | Additional official-statistics API connectors and search tools |
| unsd_sdg_series_url | Additional official-statistics API connectors and search tools |
| verify_proof | Write, Read, and Verify Statistical Proof Bundles |
| weakest_link | Audit and Summarize Statistical Fidelity |
| worldbank_url | Official-Statistics API Connectors |
| write_proof | Write, Read, and Verify Statistical Proof Bundles |