data_freshness

shallow

io.github.pipeworx-io/pipeworx-catalog · Verify this server

MEASURES publication lag for a curated set of high-value live-data sources — how fresh is this data, how old is this number, is this feed real-time, what's the data staleness on X. Every entry is PROBED LIVE against its upstream (not read from a hardcoded table): fetches the newest available datapoint right now and reports the observed lag between that datapoint and this moment. Use before pricing or settling off a number ("can I trust this PortWatch chokepoint count as current", "how stale is Polymarket vs Kalshi order flow", "when did BLS last publish CPI"). Covers maritime chokepoint traffic (IMF PortWatch), vessel AIS positions (Digitraffic), prediction-market trade tape (Polymarket, Kalshi), global news event ingestion (GDELT), and US CPI (BLS) — pass `source` (forgiving match, e.g. "portwatch", "digitraffic ais", "polymarket", "kalshi", "gdelt", "cpi") or `category` ("maritime", "markets", "news", "economics") to scope the probe, or omit both to probe every curated source. Lag is measured at call time and can vary between calls — this tool never reports a lag it did not just observe.

100.0/100

1 trials · measured 8 days ago

data_freshness scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.pipeworx-io/pipeworx-catalog, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
gated
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: data_freshness
[![Vouch score](https://vouch.tools/api/tools/f1b72fe6-71c5-4264-9e1b-4bf2984b9b56/badge.svg)](https://vouch.tools/tools/f1b72fe6-71c5-4264-9e1b-4bf2984b9b56)
data_freshness — Vouch