updated 2026-11-05 12:09 UTC

TradingAgents-astock

Repository Website

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 framework — 7 AI analysts, bull/bear debate, risk assessment。

Research & Data Python Listed Apache-2.0

Is TradingAgents-astock safe? Thin or incomplete trust evidence. Review carefully before production use.

OSSF Scorecard 3.6 / 10
Provenance None
Signed commits 6%
Last push 6d ago
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In detail: TradingAgents-astock scores 48.0/100 (Grade D), ranked #1069 of 1374 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 3.6/10; 6% of recent commits are signed; last pushed 2026-10-30. Every point is earned from checkable signals — never paid placement. How scoring works →

How TradingAgents-astock 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.

Already done? Suggest a correctionAdd the trust badge

Chain of custody

Scanners check what the code says. This traces who ships TradingAgents-astock 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/simonlin1212/TradingAgents-astock, Apache-2.0, last pushed 2026-10-30. 6% of the last 100 commits carry a verified signature; the rest can't be tied to a verified identity.

  2. Review and release Weak

    OpenSSF Scorecard rates the repository's practices 3.6/10 (scanned Oct 31, 2026). The checks that decide who can get a change released:

    • Code Review3
    • Branch Protection0
    • Signed Releasesn/a
    • Dangerous Workflown/a
    • Token Permissionsn/a
    • Pinned Dependencies0
    All 18 Scorecard checks
    Binary-Artifacts 10
    Branch-Protection 0
    CI-Tests 0
    CII-Best-Practices 0
    Code-Review 3
    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

  3. Published packages None

    No registry package. TradingAgents-astock is used from its repository, so what you run is whatever you check out: pin a release tag or commit.

Changes to this chain

  • 2026-09-05 OSSF Scorecard: 3.4/10

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 TradingAgents-astock’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.

Signed credential (JSON) How to verify

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 TradingAgents-astock compares in Research & Data

  1. #22 Comp AI CRM 53.5 +5.5
  2. #23 FinRobot 51.9 +3.9
  3. #24 TradingAgents-astock 48.0 this agent
  4. #25 luxas 47.6 −0.4
  5. #26 FinnewsHunter 44.9 −3.1

Bars show each HVTrust score; the tick marks TradingAgents-astock’s 48.0.

Where the 48.0 comes from

HVTrust dimensions vs the Research & Data average

48.0 / 100 · 100.0% confidence

TradingAgents-astock Research & Data average (38 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
4.8 / 25
3.9 below avg 8.7
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
1.1 below avg 11.9
Transparency50% declared license · 50% OSSF Scorecard
11.6 / 17
in line with avg 11.9
Maintenance60% last-push freshness · 40% commit activity
16.0 / 20
2.6 above avg 13.4
AdoptionLog-scaled stars · package downloads
8.6 / 20
2.2 below avg 10.8

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-11-04
Rank Moved
Rank dropped 13 spots (#1053 → #1066)
2026-10-26
Rank Moved
Rank rose 16 spots (#1073 → #1057)
2026-10-21
Rank Moved
Rank dropped 10 spots (#1054 → #1064)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 3.6/10. 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.
Compare with another agent
View Research & Data Report missing data
73.7
Activity sub-score · out of 100
#24
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 →

Signals refreshed 2026-11-05 12:09 UTC · Repo last pushed 6 days ago

Rank Trend

2026-09-29 2026-11-05

Activity & Reach

Stars
3.9k
Forks
978
Last Push
2026-10-30
6 days ago
Commits (4 wk)
12
Downloads (7d)
—
HN mentions (30d)
—
Open Issues
0
Rank Change
▼3
was #1066

Analysis

Activity Inputs

73.7 / 100
StarsRepository reach
21.6 / 30
FreshnessLast push recency
24.2 / 25
ActivityRecent commits
13.9 / 25
CommunityFork signal
13.9 / 20

Common questions about TradingAgents-astock

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 3.6/10. 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 TradingAgents-astock actively maintained?
Actively maintained. The repository was pushed to within the last 6 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?
6% 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
How this surface has changed

Detected changes to TradingAgents-astock'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.

2026-09-23
Provider Added
Runtime surface grew — new detected provider dependencies: Anthropic, DeepSeek, OpenAI, OpenRouter, Redis, xAI Grok

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
Rank 32HVTrust 4Grade 2Scorecard 1Score 1Delisted 1Listed 1Surface 1
2026-11-04
Rank Moved
Rank dropped 13 spots (#1053 → #1066)
2026-10-26
Rank Moved
Rank rose 16 spots (#1073 → #1057)
2026-10-21
Rank Moved
Rank dropped 10 spots (#1054 → #1064)
2026-10-20
Rank Moved
Rank dropped 21 spots (#1033 → #1054)
2026-10-15
Rank Moved
Rank dropped 10 spots (#1009 → #1019)
2026-10-12
Grade Changed
Trust grade C → D
2026-10-11
Grade Changed
Trust grade D → C
2026-10-11
Rank Moved
Rank rose 10 spots (#998 → #988)
2026-10-09
Rank Moved
Rank dropped 12 spots (#985 → #997)
2026-10-07
Rank Moved
Rank rose 15 spots (#994 → #979)
2026-09-30
Rank Moved
Rank dropped 14 spots (#952 → #966)
2026-09-23
Provider Added
Runtime surface grew — new detected provider dependencies: Anthropic, DeepSeek, OpenAI, OpenRouter, Redis, xAI Grok
2026-09-23
Rank Moved
Rank dropped 480 spots (#457 → #937)
2026-09-23
HVTrust Changed
HVTrust up 5.6pts (44.0 → 49.6)
2026-09-22
Newly Listed
First tracked at rank #457
2026-09-21
Removed From Active Tracking
Removed from active tracking
2026-09-20
Rank Moved
Rank rose 94 spots (#1048 → #954)
2026-09-20
HVTrust Changed
HVTrust up 4.0pts (45.1 → 49.1)
2026-09-20
Activity Score Changed
Activity score up 7pts (71 → 78)
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)
GitHub → Website →

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 48.0 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/tradingagents-astock.svg)](https://hvtracker.net/agents/tradingagents-astock)
HTML:
<a href="https://hvtracker.net/agents/tradingagents-astock"><img src="https://hvtracker.net/badge/tradingagents-astock.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