adw.adw_588

shallow

com.alpinedataworks/adw-intelligence-server · Verify this server

Returns a 0-100 Python package ecosystem activity index (PyPI release velocity vs a 250/h baseline, new-package registration pace, bellwether download momentum for numpy/pandas/requests/boto3/torch; 50 = typical, hourly) with score, per-leg drivers, 10 most-recent releases, and bellwether download counts. Call when the user asks about PyPI activity, Python ecosystem momentum, or release surges, or when timing dependency refreshes, mirror syncs, or package launches. Updates: hourly.

100.0/100

1 trials · measured 8 days ago

adw.adw_588 scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.alpinedataworks/adw-intelligence-server, 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
self-provisionable
Category
Health
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.

Embed this score

Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: adw.adw_588
[![Vouch score](https://vouch.tools/api/tools/b3fde7c6-bbe1-47cc-bfa3-dbf3d8b1d200/badge.svg)](https://vouch.tools/tools/b3fde7c6-bbe1-47cc-bfa3-dbf3d8b1d200)
adw.adw_588 — Vouch