Is Lumibot safe?
Lumibot scores 54.7/100 (Grade C), ranked #266 of 418 tracked open-source AI agent projects, on evidence coverage C (2 of 5 independent signal types).
The public evidence: no package-provenance attestation found;
OSSF Scorecard rates its supply-chain practices 5.4/10;
18% of recent commits are signed;
last pushed 2026-07-16. Every point is earned from checkable signals — never paid placement. How scoring works →
Quick Trust Read
Verdict
Thin or incomplete trust evidence. Review carefully before production use.
54.7/100 · Grade C
Strongest Signal
Maintenance
19.8/20
Weakest Signal
Safety / Integrity
7.6/25
What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-07-15
Rank Moved
Rank dropped 19 spots (#241 → #260)
2026-07-13
Rank Moved
Rank dropped 30 spots (#207 → #237)
2026-06-24
Rank Moved
Rank dropped 22 spots (#168 → #190)
Maintainer Checklist
Raise Scorecard signalsCurrent OSSF Scorecard is 5.4/10. Tighten the weakest checks to improve public safety evidence.
Publish provenanceAdd package provenance or release attestations so users can verify where shipped artifacts came from.
Increase signed commitsRaise the share of verified-signed commits to make maintainer identity and release history easier to trust.
How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade C reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage C is separate — it grades how many independent signal types back the score (2 of 5), so a high score on thin evidence stays visible. Full methodology →
Signals refreshed2026-07-19 08:02 UTC·Repo last pushed 3 days ago
Public trust evidence for Lumibot is thin: several supply-chain signals are missing or weak. This does not mean the project is unsafe — it means an outside observer cannot easily verify the usual integrity checks. Treat with extra scrutiny.
Does Lumibot publish package provenance?
No published build provenance is currently detected for Lumibot. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does Lumibot have an OpenSSF Scorecard?
Lumibot has an OpenSSF Scorecard score of 5.4/10. 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 Lumibot actively maintained?
Actively maintained. The repository was pushed to within the last 3 day(s).
What license does Lumibot use?
Lumibot ships under GPL-3.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Lumibot's commits signed?
18% of the last 100 commits to Lumibot 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.
These runtime-trust fields — detected from public repo docs and manifests — contribute a bounded adjustment to this project's HVTrust score alongside supply-chain evidence. The exact values each field can add or subtract are documented in the methodology → Compare this surface across every listed agent in the capability matrix →
MCP Server Support
None detected
No MCP server signal detected.
Detailed evidence is not shown in the public view.
Credential signal:
API keys or service config markers documented.
Tool / Plugin Surface
high confidence
Marketplace
Marketplace plugin/integration surface detected.
code
database
search
Detailed evidence is not shown in the public view.
Package Provenance Drift
N/A
No package source configured
Detailed evidence is not shown in the public view.
MCP signal live
External deps live
Tool / plugin surface live
Package provenance drift live
How this surface has changed
Detected changes to Lumibot's runtime surface and supply-chain posture, from daily public-signal snapshots. A change here means our detectors see something different — a genuinely changed capability, or better evidence of an existing one.
Runtime surface grew — new detected provider dependencies: Amazon Bedrock, Google Gemini, OpenAI, Postgres
2026-06-01
Activity Resumed
Activity resumed
Maintain Lumibot?
HVTrust scores Lumibot 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.
Data sources
GitHub REST API (repo, commits, stars, forks, license) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.2 · Raw JSON
