How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade B reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Full methodology →
Signals refreshed2026-06-04 00:07 UTC·Repo last pushed yesterday
Rank Trend
2026-06-022026-06-03
Activity & Reach
Stars
13.1k
Forks
1.1k
Last Push
2026-06-03
yesterday
Commits (4 wk)
6?
Downloads (7d)
3,302,965
pypi
HN mentions (30d)
7
Open Issues
42
Rank Change
▲81
was #167
Analysis
HVTrust Dimensions
65.6 / 100 · 100.0% confidence
Safety / IntegrityOSSF, provenance, signatures
9.8 / 25
Identity / ProvenanceListing and build link
10.8 / 18
TransparencyLicense and public checks
12.8 / 17
MaintenanceFreshness and commits
13.6 / 20
AdoptionStars and downloads
18.6 / 20
Activity Inputs
74.3 / 100
StarsRepository reach
24.7 / 30
FreshnessLast push recency
24.9 / 25
ActivityRecent commits
10.5 / 25
CommunityFork signal
14.1 / 20
Supply Chain Trust
Package Provenance
None
No package attestations found
OSSF Scorecard
5.0 / 10
via deps.dev · OpenSSF
Signed Commits
71%
of last 100 commits verified
Binary-Artifacts10
Branch-Protection6
CI-Tests5
CII-Best-Practices0
Code-Review4
Contributors10
Dangerous-Workflow10
Dependency-Update-Tool10
Fuzzing0
License10
Maintained10
Packaging-1
Pinned-Dependencies0
SAST0
Security-Policy0
Signed-Releases-1
Token-Permissions0
Vulnerabilities0
Is Instructor safe?
Instructor has a mixed signal profile. Some trust indicators are present, others are missing. Whether it is safe for your use case depends on which gaps matter to you — review the breakdown below before adopting in production.
Does Instructor publish package provenance?
No published build provenance is currently detected for Instructor. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does Instructor have an OpenSSF Scorecard?
Instructor has an OpenSSF Scorecard score of 5.0/10. The Scorecard checks for branch protection, signed releases, dependency updates, fuzzing, code review, and other supply-chain hygiene items. See the full check breakdown on this page.
Is Instructor actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does Instructor use?
Instructor ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Instructor's commits signed?
71% of the last 100 commits to Instructor are verified-signed (GPG, SSH, S/MIME, or GitHub's signing flow). Signed commits help confirm that code was authored by who the commit claims.
Not a safety endorsement. HVTracker describes what public signals show, not whether a project is safe for your use case. Run your own security review before adopting in production.
Runtime trust — coming soon
HVTrust currently scores supply-chain signals. We're adding runtime trust next: what an agent actually does when it runs — what it can reach, which tools it carries, what external services it depends on. Track progress on the roadmap →
MCP support
Tool / plugin surface
External service deps
Package provenance drift
Maintain Instructor?
HVTrust scores Instructor from public signals only — we never contact maintainers first. If a signal is wrong, stale, or missing (provenance you publish, a Scorecard you run, signed releases), tell us and we'll review it. Corrections are public and tracked on GitHub.
