Lumibot

Backtestable AI trading agents and Python algorithmic trading strategies for stocks, options, crypto, futures, forex, SE

Multi-Agent Systems Python Grade C Listed GPL-3.0
Listing state
Listed
HVTrust
56.9/100 · Grade C
Last push
2026-06-03 · 1d ago
Recent change
Rank +2

Quick Trust Read

Verdict
Promising trust profile, but some evidence still deserves review.
56.9/100 · Grade C
Strongest Signal
Maintenance
19.9/20
Weakest Signal
Safety / Integrity
6.2/25
What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-06-04
Rank Moved
Rank dropped 11 spots (#122 → #133)
2026-06-02
Rank Moved
Rank dropped 10 spots (#114 → #124)
2026-06-01
Newly Listed
First tracked at rank #114
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 4.5/10. Tighten the weakest checks to improve public safety evidence.
Publish provenance Add package provenance or release attestations so users can verify where shipped artifacts came from.
Increase signed commits Raise the share of verified-signed commits to make maintainer identity and release history easier to trust.
80.8
Activity Score · out of 100
56.9
HVTrust Score · out of 100
#133
Global Rank · of 203
#3

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. Full methodology →

Signals refreshed 2026-06-04 20:15 UTC · Repo last pushed yesterday

Rank Trend

2026-06-01 2026-06-04

Activity & Reach

Stars
1.6k
Forks
315
Last Push
2026-06-03
yesterday
Commits (4 wk)
336
Downloads (7d)
HN mentions (30d)
Open Issues
78
Rank Change
▼11
was #122

Analysis

HVTrust Dimensions

56.9 / 100 · 100.0% confidence
Safety / IntegrityOSSF, provenance, signatures
6.2 / 25
Identity / ProvenanceListing and build link
10.8 / 18
TransparencyLicense and public checks
12.3 / 17
MaintenanceFreshness and commits
19.9 / 20
AdoptionStars and downloads
7.7 / 20

Activity Inputs

80.8 / 100
StarsRepository reach
19.3 / 30
FreshnessLast push recency
24.9 / 25
ActivityRecent commits
25 / 25
CommunityFork signal
11.6 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
4.5 / 10
via deps.dev · OpenSSF
Signed Commits
12%
of last 100 commits verified
Binary-Artifacts 9
Branch-Protection 6
CI-Tests 7
CII-Best-Practices 0
Code-Review 0
Contributors 10
Dangerous-Workflow 10
Dependency-Update-Tool 0
Fuzzing 0
License 10
Maintained 10
Packaging 10
Pinned-Dependencies 0
SAST 0
Security-Policy 0
Signed-Releases -1
Token-Permissions 0
Vulnerabilities 4

Is Lumibot safe?

Lumibot 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 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 4.5/10. 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 1 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?
12% 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.

Compare Lumibot head-to-head

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 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.

Reputation Timeline

Rank 2Listed 1
2026-06-04
Rank Moved
Rank dropped 11 spots (#122 → #133)
2026-06-02
Rank Moved
Rank dropped 10 spots (#114 → #124)
2026-06-01
Newly Listed
First tracked at rank #114

Embed Badge Badge guide for maintainers →

HVTrust 56.9 Grade C
Markdown:
[![HVTrust](https://hvtracker.net/badge/lumibot.svg)](https://hvtracker.net/agents/lumibot)
HTML:
<a href="https://hvtracker.net/agents/lumibot"><img src="https://hvtracker.net/badge/lumibot.svg" alt="HVTrust"></a>

Other agents in Multi-Agent Systems

Lumibot head-to-head

Data sources
GitHub REST API (repo, commits, stars, forks, license) · OSSF Scorecard via deps.dev
Each agent's signals refresh once daily across 6 staggered batches. Methodology v3.1 · Raw JSON