3.99/ 5.00
trustedBeta
Mar 3, 2026 at 7:21 AM6 signals analysedNo manual reviews · fully automated
Trust Signal Breakdown
high23 sub-signals across 6 dimensions

CVEs, dependency health, and supply chain integrity

3 of 3 sub-signals with data

Known CVEs40%5.0

1 CVE(s) found — 0 unpatched

via OSV.dev

Dependency Health30%4.0

27 dependencies (low)

via npm / PyPI

Supply Chain30%4.8

59 transitive CVEs found (penalty: -0.25)

via npm provenance

Uptime, latency, error rates, and incident history

4 of 4 sub-signals with data

Uptime35%5.0

100.00% over 3 checks

via Health checks

Response Latency25%5.0

p99: 41ms, p50: 21ms

via Health checks

Error Rate20%5.0

0.00% error rate (0/3)

via Health checks

Incident History20%4.0

1 incidents in last 90 days

via Incidents table

Commit recency, release cadence, issue response, CI/CD

4 of 4 sub-signals with data

Commit Recency30%2.0

via GitHub

Release Cadence25%0.0

via GitHub

Issue Response20%1.0

via GitHub

CI/CD Presence25%5.0

via GitHub Actions

Downloads, stars, dependents, and growth trajectory

2 of 4 sub-signals with data

Download Volume55%3.5

34,008 weekly downloads

via npm / PyPI

GitHub Stars45%5.0

14,355 stars

via GitHub

Dependent Packagesno data

Weight redistributed to sub-signals with data

Growth Trendno data

Weight redistributed to sub-signals with data

License, documentation, security policy, changelog

4 of 4 sub-signals with data

Open Source30%3.0

Public repo with non-OSI license (noassertion)

via GitHub

Documentation25%5.0

Docs site present with comprehensive README (>2000 bytes + examples)

via GitHub

Security Policy20%5.0

SECURITY.md present

via GitHub

Changelog25%4.0

Releases exist but no CHANGELOG.md

via GitHub

Track record, org maturity, community standing

4 of 4 sub-signals with data

Track Record30%3.5

Internal: 1.0 (0 services), External: 3.5 (181 followers, 15181 stars)

via Fabric index

Org Maturity30%5.0

Organization, 6.2 years old

via GitHub

Community Standing20%3.0

12 public repositories

via GitHub

Cross-Platform20%3.0

Present on 2 platform(s): github, pypi

via Registry scan

About this score
Scored across 23 sub-signals in 6 dimensionsScoring engine v1 (beta) — actively being expandedPhase 1: Core sub-signal architecture (live)Phase 2: Permission scope & expanded collection (in progress)
Trust AssessmentAI Assessment

A very simple framework for state-of-the-art NLP

Package Availability (30d)
100.00%
p50: 21ms · p99: 41ms
Avg Latency
27ms
averaged across 30d health checks
Weekly Downloads
34.0k
PyPI weekly
Transparency & Compliance4/5 passed
Incidents & Alertslast 90 days
Feb 23flair added to Trust Index3.56
Showing 1 of 1 events
Score History38 snapshots
5.003.752.501.250.00
Feb 23Mar 2
Community & Ecosystemadoption signals
34.0k
Weekly Downloads
PyPI
10
Releases
on GitHub
Supply Chain & Dependenciestrust chain
bioc
pypi · <3.0.0,>=2.0.0
boto3
pypi · >=1.20.27
bpemb
pypi · >=0.3.5; extra == "word-embeddings"
conllu
pypi · <5.0.0,>=4.0
deprecated
pypi · >=1.2.13
ftfy
pypi · >=6.1.0
Showing 6 of 27 dependencies
Data Sources6 indexed
Version History
VERSIONRELEASED
v0.15.1Feb 5, 2025
v0.15.0Dec 20, 2024
v0.14.0Jul 25, 2024
v0.13.1Dec 18, 2023
v0.13.0Oct 28, 2023
v0.12.2Mar 30, 2023
Showing 6 of 10 releases

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