Is TradingAgents-astock safe to use?

TradingAgents-astock has an HVTrust score of 49.1/100 (Grade D), ranked #947 of 1328 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for TradingAgents-astock?

TradingAgents-astock scores 49.1/100 on HVTracker's evidence-weighted HVTrust scale. It has 3.4k GitHub stars and is categorized under Research & Data.

TradingAgents-astock

simonlin1212/TradingAgents-astock

A股多Agent投研框架 — 适配A股数据源(龙虎榜/游资/解禁等)，7位分析师基于A股规则的辩论决策，基于TradingAgents深度改造，适配大A。A-share multi-agent investment research fra

Research & Data Python Grade D Listed Apache-2.0

49.1/100

Rank #947 of 1328

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Thin or incomplete trust evidence. Review carefully before production use.

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Listing state

Listed

Evidence coverage

Grade C · 2/5 signals

Last push

2026-09-20 · 0d ago

Recent change

Rank +4

Is TradingAgents-astock safe? TradingAgents-astock scores 49.1/100 (Grade D), ranked #947 of 1328 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 3.4/10; 7% of recent commits are signed; last pushed 2026-09-20. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in Research & Data

#17 Lumibot — 56.1 (C) → #18 FinRobot — 53.2 (C) → #20 luxas — 48.6 (D) → #21 STORM — 43.5 (D) →

Quick Trust Read

What Would Improve It

Publish package provenance or release attestations for stronger supply-chain evidence.

Recent Changes

2026-09-20

Rank Moved

Rank rose 101 spots (#1048 → #947)

2026-09-20

HVTrust Changed

HVTrust up 4.0pts (45.1 → 49.1)

2026-09-20

Activity Score Changed

Activity score up 6pts (71 → 77)

Maintainer Checklist

Raise Scorecard signals Current OSSF Scorecard is 3.4/10. 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.

Compare with another agent Get email alerts for TradingAgents-astock View Research & Data Report missing data

77.3

Activity sub-score · out of 100

#19

In Research & Data

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade D 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

2026-08-11 2026-09-20

Activity & Reach

Stars

3.4k

Forks

875

Last Push

2026-09-20

today

Commits (4 wk)

Downloads (7d)

—

HN mentions (30d)

—

Open Issues

Rank Change

▲101

was #1048

Analysis

HVTrust Dimensions vs Research & Data

49.1 / 100 · 100.0% confidence

TradingAgents-astock Research & Data average (33 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits

4.6 / 25

3.6 below avg 8.2

Identity / Provenance60% listing status · 40% build provenance

10.8 / 18

1.1 below avg 11.9

Transparency50% declared license · 50% OSSF Scorecard

11.4 / 17

in line with avg 11.8

Maintenance60% last-push freshness · 40% commit activity

17.6 / 20

4.8 above avg 12.8

AdoptionLog-scaled stars · package downloads

8.5 / 20

2.4 below avg 10.9

Activity Inputs

77.3 / 100

StarsRepository reach

21.2 / 30

FreshnessLast push recency

25.0 / 25

ActivityRecent commits

17.4 / 25

CommunityFork signal

13.7 / 20

Supply Chain Trust

Package Provenance

None

No package attestations found

OSSF Scorecard

3.4 / 10

OpenSSF Scorecard · scanned Sep 18, 2026

Signed Commits

of last 100 commits verified

Binary-Artifacts 10

Branch-Protection 0

CI-Tests 0

CII-Best-Practices 0

Code-Review 1

Contributors 0

Dangerous-Workflow -1

Dependency-Update-Tool 0

Fuzzing 0

License 10

Maintained 10

Packaging -1

Pinned-Dependencies 0

SAST 0

Security-Policy 0

Signed-Releases -1

Token-Permissions -1

Vulnerabilities 10

Is TradingAgents-astock safe?

Public trust evidence for TradingAgents-astock 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 TradingAgents-astock publish package provenance?

No published build provenance is currently detected for TradingAgents-astock. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.

Does TradingAgents-astock have an OpenSSF Scorecard?

TradingAgents-astock has an OpenSSF Scorecard score of 3.4/10. 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 TradingAgents-astock actively maintained?

Actively maintained. The repository was pushed to within the last 1 day(s).

What license does TradingAgents-astock use?

TradingAgents-astock ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.

Are TradingAgents-astock's commits signed?

7% of the last 100 commits to TradingAgents-astock 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

None detected

No MCP server signal detected.

Detailed evidence is not shown in the public view.

External Service Dependencies

high confidence

6 detected

Public provider/service dependencies detected.

Credential signal: API keys or service config markers documented.

Tool / Plugin Surface

medium confidence

1 tags

Broad capability areas detected.

database

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 TradingAgents-astock?

For maintainers

HVTrust scores TradingAgents-astock 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.

Submit a correction → Add the trust badge

Reputation Timeline

Signal history

2026-09-20

Rank Moved

Rank rose 101 spots (#1048 → #947)

2026-09-20

HVTrust Changed

HVTrust up 4.0pts (45.1 → 49.1)

2026-09-20

Activity Score Changed

Activity score up 6pts (71 → 77)

2026-09-17

Rank Moved

Rank dropped 36 spots (#1006 → #1042)

2026-09-13

Rank Moved

Rank rose 55 spots (#1061 → #1006)

2026-09-12

Rank Moved

Rank dropped 13 spots (#1048 → #1061)

2026-09-09

Rank Moved

Rank dropped 19 spots (#1023 → #1042)

2026-09-08

Rank Moved

Rank dropped 93 spots (#930 → #1023)

2026-09-08

HVTrust Changed

HVTrust down 3.4pts (48.5 → 45.1)

2026-09-07

Rank Moved

Rank dropped 39 spots (#891 → #930)

2026-09-06

Rank Moved

Rank dropped 17 spots (#874 → #891)

2026-09-05

Scorecard Added

OSSF Scorecard: 3.4/10

2026-09-05

Rank Moved

Rank rose 426 spots (#1300 → #874)

2026-09-05

HVTrust Changed

HVTrust up 29.7pts (19.0 → 48.7)

2026-09-03

Rank Moved

Rank dropped 13 spots (#1282 → #1295)

2026-09-02

Rank Moved

Rank dropped 14 spots (#1268 → #1282)

2026-08-31

Rank Moved

Rank dropped 11 spots (#1252 → #1263)

2026-08-30

Rank Moved

Rank dropped 24 spots (#1228 → #1252)

2026-08-29

Rank Moved

Rank dropped 24 spots (#1204 → #1228)

2026-08-28

Rank Moved

Rank dropped 17 spots (#1187 → #1204)

2026-08-27

Rank Moved

Rank dropped 15 spots (#1172 → #1187)

2026-08-26

Rank Moved

Rank dropped 51 spots (#1121 → #1172)

2026-08-24

Rank Moved

Rank dropped 12 spots (#1104 → #1116)

2026-08-17

Rank Moved

Rank rose 10 spots (#1122 → #1112)

2026-08-16

Rank Moved

Rank dropped 29 spots (#1093 → #1122)

2026-08-10

Rank Moved

Rank dropped 63 spots (#1028 → #1091)

2026-08-08

Rank Moved

Rank dropped 552 spots (#496 → #1048)

2026-08-06

Newly Listed

First tracked at rank #486

GitHub →

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For maintainers

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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 v4.3 · Raw JSON