Tools
Exactly what the server advertised in the scan completed . Effects and capabilities are classified by Squatch from each tool's metadata. Squatch never runs tools.
- Effect: Read 19
Showing 19 of 19 tools
| Details | ||
|---|---|---|
| check_reconciliation Return the published cross-source reconciliation group for a dataset name or id, including per-member counts, dates, statuses, tolerances, … | Effect: Read | |
| find_anomalies Return datasets flagged by the latest published anomaly detection (anomalies), ranked by how far the observed update interval exceeds its t… | Effect: Read | |
| find_by_licence Return all datasets with the given licence, summarised. Use to enumerate what's available under a specific licence for compliance/reuse sco… | Effect: Read | |
| find_deteriorating Return datasets whose published freshness trend is deteriorating, ranked by staleness slope. Optionally require a minimum historical anomal… | Effect: Read | |
| find_recovering Return datasets whose published freshness trend is recovering, with the fastest staleness reductions first. Includes pipeline-computed tren… | Effect: Read | |
| find_schema_drift Return datasets with published structural or record-count drift evidence, ranked with structural changes first. Optionally require a minimu… | Effect: Read | |
| find_stale Return datasets whose status is aging, stale, or degraded, plus datasets missing from the latest health snapshot. Use when an agent needs t… | Effect: Read | |
| find_unreliable Return datasets whose evaluated publish-reliability grade is at or below a threshold (the unreliable ones), with the worst grades and lowes… | Effect: Read | |
| get_data_passport Return one bounded, machine-readable Dataset Passport v1 for a canonical dataset ID. It reads the published Passport artifact only; it does… | Effect: Read | |
| get_dataset Return full detail for one dataset id, including its latest health status and last-verified timestamp, content_freshness_date, and freshnes… | Effect: Read | |
| get_evidence Use for a deep evidence audit or to inspect a provenance and evidence receipt. Returns the complete published evidence receipt for one data… | Effect: Read | |
| get_freshness_summary Return a freshness-at-a-glance summary of the published catalogue: fresh, aging, stale, and reference counts plus the latest health check t… | Effect: Read | |
| get_provenance Use when asked 'can I cite this source?', for licence and attribution, or for citation-ready provenance. Returns source, steward, licence/a… | Effect: Read | |
| search_datasets Use for discovery only: find DataPulse's 447 Malaysian public datasets by topic, source, or licence—for example, 'Malaysian public data inf… | Effect: Read | |
| trust_verdict Return published attestation facts, the unsigned methodology-versioned trust score, numeric components, and component_availability reasons,… | Effect: Read | |
| usage_summary Aggregate anonymous tool usage for an inclusive ISO date range, e.g. 2026-08-01 to 2026-08-07. Returns `total_calls`, `by_outcome`, `by_too… | Effect: Read | |
| verify_attestation Use to verify a signed published probe attestation after an evidence audit. Returns L1 signature, key, time, and chain-link checks; optiona… | Effect: Read | |
| verify_dataset This is the preferred single-call pre-trust check for 'is this dataset current?', stale, unknown-freshness, degraded, or browser-dependent … | Effect: Read | |
| verify_evidence Use when a fresh, rate-limited live-vs-published comparison is needed for a direct-access dataset, for example after asking whether a gover… | Effect: Read |