get_predictive_signals

shallow

io.github.SupplyMaven-SCR/supply-chain-intelligence · Verify this server

Statistically validated leading indicator signals evaluated against live supply chain data. Each signal is a Granger-causal relationship tested at p<=0.01 with directional accuracy >=55%. Signals predict commodity price movements, manufacturing shifts, and macroeconomic changes 1 week to 6 months ahead. Returns ACTIVE (threshold crossed — act now), WATCH (approaching threshold — prepare), or CLEAR status for each signal. 58 signals across 3 tiers organized by predictor group (GDI pillars, SMI regions, cross-index spreads). Used by commodity traders for forward-looking positioning, procurement teams for buy/defer timing, and hedge funds for alternative data signals.

100.0/100

1 trials · measured 8 days ago

get_predictive_signals scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.SupplyMaven-SCR/supply-chain-intelligence, 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
open
Category
Finance & compliance
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: get_predictive_signals
[![Vouch score](https://vouch.tools/api/tools/55c9f861-ab6e-4e04-8720-72724f539800/badge.svg)](https://vouch.tools/tools/55c9f861-ab6e-4e04-8720-72724f539800)
get_predictive_signals — Vouch