Lumibot
AI agents that actually place the trade. 12 brokers, real backtests, stocks options futures forex crypto and prediction markets.
Is Lumibot safe? Promising trust profile, but some evidence still deserves review.
Compare Lumibot
How does it stack up against its Research & Data neighbours?
Pick any agent to compare →In detail: Lumibot scores 56.5/100 (Grade C), ranked #791 of 1378 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 5.5/10; 13% of recent commits are signed; last pushed 2026-10-17. Every point is earned from checkable signals — never paid placement. How scoring works →
How Lumibot could raise its score
Each line changes one public signal and recomputes with the live scoring function. The gains don't add up exactly, because the score is capped near the top.
- Raise the OSSF Scorecard from 5.5 to 9.0lowest checks: CII-Best-Practices 0, Code-Review 0, Fuzzing 0 +7.3 → 63.8 C · #12 of 38
- Sign every commit13% signed today +4.4 → 60.9 C · #15 of 38
Chain of custody
Scanners check what the code says. This traces who ships Lumibot and whether that has changed: from the source repository, through how changes are reviewed and released, to the code you run. These are the checks for OWASP ASI04 Agentic Supply Chain Vulnerabilities.
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Source Partly signed
github.com/Lumiwealth/lumibot, GPL-3.0, last pushed 2026-10-17. 13% of the last 100 commits carry a verified signature; the rest can't be tied to a verified identity.
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Review and release Mixed
OpenSSF Scorecard rates the repository's practices 5.5/10 (scanned Oct 17, 2026). The checks that decide who can get a change released:
- Code Review0
- Branch Protectionn/a
- Signed Releasesn/a
- Dangerous Workflow10
- Token Permissions0
- Pinned Dependencies0
All 14 Scorecard checks
Binary-Artifacts 9Branch-Protection -1CII-Best-Practices 0Code-Review 0Dangerous-Workflow 10Fuzzing 0License 10Maintained 10Packaging 10Pinned-Dependencies 0SAST 10Security-Policy 4Signed-Releases -1Token-Permissions 0 -
Published packages None
No registry package. Lumibot is used from its repository, so what you run is whatever you check out: pin a release tag or commit.
Changes to this chain
No change to package provenance, package source links, Scorecard coverage or license in HVTracker's daily snapshots of Lumibot.
Evidence behind this score
Coverage C: 2 of 5 independent evidence types found.
- GitHub repository data
- Package downloads (missing)
- Supply-chain checks
- Public actions (missing)
- Community mentions (missing)
Verify this score yourself
Every build re-issues Lumibot’s score as an Ed25519-signed credential, valid for 7 days. You can check it offline against HVTracker’s published key; if anyone changes a number after signing, verification fails.
What this score doesn’t check
It covers who ships the code, not what the code does. It doesn’t read tool descriptions or prompts for injected instructions, watch runtime behaviour, or find bugs nobody has disclosed yet. For that, run a content scanner before you connect it, such as Cisco MCP Scanner or Snyk Agent Scan.
How Lumibot compares in Research & Data
- #17 llm-for-zotero 57.1 +0.6
- #18 SurfSense 56.7 +0.2
- #19 Lumibot 56.5 this agent
- #20 FinRobot 55.4 −1.1
- #21 TradingAgents-astock 49.3 −7.2
Bars show each HVTrust score; the tick marks Lumibot’s 56.5.
Where the 56.5 comes from
HVTrust dimensions vs the Research & Data average
56.5 / 100 · 100.0% confidenceLumibot Research & Data average (38 agents)
Quick Trust Read
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 →
Rank Trend
Activity & Reach
Analysis
Activity Inputs
82.2 / 100Common questions about Lumibot
Does Lumibot publish package provenance?
Does Lumibot have an OpenSSF Scorecard?
Is Lumibot actively maintained?
What license does Lumibot use?
Are Lumibot's commits signed?
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.
AI agent surface
MCP, providers, tool surface
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 signal live
- External deps live
- Tool / plugin surface live
- Package provenance drift live
Maintain Lumibot?
For maintainers
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
Signal history
Embed Badge Badge guide for maintainers →
For maintainers
[](https://hvtracker.net/agents/lumibot)
<a href="https://hvtracker.net/agents/lumibot"><img src="https://hvtracker.net/badge/lumibot.svg" alt="HVTrust"></a>
Other agents in Research & Data
GitHub REST API (repo, commits, stars, forks, license) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.4 · Raw JSON