Vibe-Trading

"Vibe-Trading: Your Personal Trading Agent"

Research & Data Python Listed MIT

Is Vibe-Trading safe? Promising trust profile, but some evidence still deserves review.

OSSF Scorecard 6.6 / 10
Provenance None
Signed commits 23%
Last push yesterday
Compare Vibe-Trading
Suggest a correction

In detail: Vibe-Trading scores 65.1/100 (Grade B), ranked #490 of 1371 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 6.6/10; 23% of recent commits are signed; last pushed 2026-10-10. Every point is earned from checkable signals — never paid placement. How scoring works →

How Vibe-Trading 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.

Chain of custody

Scanners check what the code says. This traces who ships Vibe-Trading 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.

  1. Source Partly signed

    github.com/HKUDS/Vibe-Trading, MIT, last pushed 2026-10-10. 23% of the last 100 commits carry a verified signature; the rest can't be tied to a verified identity.

  2. Review and release Mixed

    OpenSSF Scorecard rates the repository's practices 6.6/10 (scanned Oct 10, 2026). The checks that decide who can get a change released:

    • Code Review8
    • Branch Protection6
    • Signed Releasesn/a
    • Dangerous Workflow10
    • Token Permissions0
    • Pinned Dependencies8
    All 18 Scorecard checks
    Binary-Artifacts 10
    Branch-Protection 6
    CI-Tests 9
    CII-Best-Practices 0
    Code-Review 8
    Contributors 10
    Dangerous-Workflow 10
    Dependency-Update-Tool 10
    Fuzzing 0
    License 10
    Maintained 10
    Packaging 10
    Pinned-Dependencies 8
    SAST 0
    Security-Policy 10
    Signed-Releases -1
    Token-Permissions 0
    Vulnerabilities 0
  3. Published packages None

    No registry package. Vibe-Trading 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 Vibe-Trading.

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 Vibe-Trading’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 Vibe-Trading compares in Research & Data

  1. #8 GPT Researcher 68.6 +3.5
  2. #9 DeerFlow 67.3 +2.2
  3. #10 Vibe-Trading 65.1 this agent
  4. #11 open-science 64.6 −0.5
  5. #12 EvoScientist 64.4 −0.7

Bars show each HVTrust score; the tick marks Vibe-Trading’s 65.1.

Where the 65.1 comes from

HVTrust dimensions vs the Research & Data average

65.1 / 100 · 100.0% confidence

Vibe-Trading Research & Data average (37 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
9.4 / 25
1.0 above avg 8.4
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
1.2 below avg 12.0
Transparency50% declared license · 50% OSSF Scorecard
14.1 / 17
2.4 above avg 11.7
Maintenance60% last-push freshness · 40% commit activity
19.9 / 20
6.6 above avg 13.3
AdoptionLog-scaled stars · package downloads
10.9 / 20
in line with avg 10.9

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-10-10
Grade Changed
Trust grade C → B
2026-10-10
Rank Moved
Rank rose 49 spots (#538 → #489)
2026-10-08
Rank Moved
Rank rose 18 spots (#547 → #529)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 6.6/10. 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.
94.7
Activity sub-score · out of 100
#10

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. 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 refreshed 2026-10-11 16:06 UTC · Repo last pushed yesterday

Rank Trend

2026-09-29 2026-10-11

Activity & Reach

Stars
35.2k
Forks
5.7k
Last Push
2026-10-10
yesterday
Commits (4 wk)
771
Downloads (7d)
—
HN mentions (30d)
—
Open Issues
13
Rank Change
▼1
was #489

Analysis

Activity Inputs

94.7 / 100
StarsRepository reach
27.3 / 30
FreshnessLast push recency
24.9 / 25
ActivityRecent commits
25 / 25
CommunityFork signal
17.5 / 20

Common questions about Vibe-Trading

Vibe-Trading 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 Vibe-Trading publish package provenance?
No published build provenance is currently detected for Vibe-Trading. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does Vibe-Trading have an OpenSSF Scorecard?
Vibe-Trading has an OpenSSF Scorecard score of 6.6/10. 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 Vibe-Trading actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does Vibe-Trading use?
Vibe-Trading ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Vibe-Trading's commits signed?
23% of the last 100 commits to Vibe-Trading 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.

AI agent surface

MCP, providers, tool surface
Scored in HVTrust

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
high confidence
Implemented
Vibe-Trading appears to expose MCP server capabilities.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
3 detected
Public provider/service dependencies detected.
Credential signal: API keys or service config markers documented.
Tool / Plugin Surface
None detected
No clear plugin system or broad tool surface detected.
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

Maintain Vibe-Trading?

For maintainers

HVTrust scores Vibe-Trading 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
Rank 30Grade 1
2026-10-10
Grade Changed
Trust grade C → B
2026-10-10
Rank Moved
Rank rose 49 spots (#538 → #489)
2026-10-08
Rank Moved
Rank rose 18 spots (#547 → #529)
2026-10-06
Rank Moved
Rank dropped 13 spots (#528 → #541)
2026-10-04
Rank Moved
Rank rose 11 spots (#534 → #523)
2026-09-30
Rank Moved
Rank rose 10 spots (#548 → #538)
2026-09-27
Rank Moved
Rank dropped 10 spots (#554 → #564)
2026-09-23
Rank Moved
Rank dropped 338 spots (#219 → #557)
2026-09-21
Rank Moved
Rank rose 330 spots (#549 → #219)
2026-09-15
Rank Moved
Rank dropped 15 spots (#537 → #552)
2026-09-12
Rank Moved
Rank dropped 27 spots (#512 → #539)
2026-09-08
Rank Moved
Rank dropped 36 spots (#474 → #510)
2026-09-07
Rank Moved
Rank dropped 31 spots (#443 → #474)
2026-09-05
Rank Moved
Rank dropped 66 spots (#371 → #437)
2026-09-03
Rank Moved
Rank dropped 21 spots (#344 → #365)
2026-09-02
Rank Moved
Rank dropped 35 spots (#309 → #344)
2026-08-31
Rank Moved
Rank dropped 30 spots (#273 → #303)
2026-08-30
Rank Moved
Rank rose 46 spots (#319 → #273)
2026-08-29
Rank Moved
Rank dropped 13 spots (#306 → #319)
2026-08-26
Rank Moved
Rank dropped 23 spots (#277 → #300)
2026-08-23
Rank Moved
Rank dropped 19 spots (#263 → #282)
2026-08-22
Rank Moved
Rank rose 13 spots (#276 → #263)
2026-08-18
Rank Moved
Rank dropped 12 spots (#263 → #275)
2026-08-17
Rank Moved
Rank rose 19 spots (#282 → #263)
2026-08-16
Rank Moved
Rank dropped 16 spots (#266 → #282)
2026-08-13
Rank Moved
Rank dropped 14 spots (#261 → #275)
2026-08-10
Rank Moved
Rank dropped 19 spots (#247 → #266)
2026-08-08
Rank Moved
Rank dropped 50 spots (#204 → #254)
2026-08-01
Rank Moved
Rank rose 15 spots (#198 → #183)
2026-07-30
Rank Moved
Rank dropped 17 spots (#181 → #198)
2026-07-14
Rank Moved
Rank dropped 15 spots (#157 → #172)

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 65.1 Grade B
Markdown:
[![HVTrust](https://hvtracker.net/badge/vibe-trading.svg)](https://hvtracker.net/agents/vibe-trading)
HTML:
<a href="https://hvtracker.net/agents/vibe-trading"><img src="https://hvtracker.net/badge/vibe-trading.svg" alt="HVTrust"></a>

Other agents in Research & Data

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 v4.4 · Raw JSON