Is auto-deep-researcher-24x7 safe to use?

auto-deep-researcher-24x7 has an HVTrust score of 42.0/100 (Grade D), ranked #601 of 1308 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for auto-deep-researcher-24x7?

auto-deep-researcher-24x7 scores 42.0/100 on HVTracker's evidence-weighted HVTrust scale. It has 1.3k GitHub stars and is categorized under Research & Data.

auto-deep-researcher-24x7

Xiangyue-Zhang/auto-deep-researcher-24x7

🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Wor

Research & Data Python Grade D Listed Apache-2.0

42.0/100

Rank #601 of 1308

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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

2026-06-03 · 77d ago

Recent change

Rank

Is auto-deep-researcher-24x7 safe? auto-deep-researcher-24x7 scores 42.0/100 (Grade D), ranked #601 of 1308 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 4.9/10; recent commits are unsigned; last pushed 2026-06-03. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in Research & Data

#15 MiroThinker — 45.0 (D) → #16 STORM — 44.6 (D) → #18 Sotopia agents — 39.6 (D) → #19 Open Deep Research (dzhng) — 38.2 (D) →

Quick Trust Read

What Would Improve It

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

Recent Changes

2026-08-16

Rank Moved

Rank dropped 11 spots (#585 → #596)

2026-08-10

Rank Moved

Rank dropped 22 spots (#554 → #576)

2026-08-08

Rank Moved

Rank dropped 174 spots (#378 → #552)

Maintainer Checklist

Raise Scorecard signals Current OSSF Scorecard is 4.9/10. 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.

Refresh maintenance signals The repo was last pushed 77 days ago. Fresh activity helps separate stable projects from stale ones.

Compare with another agent Get email alerts for auto-deep-researcher-24x7 View Research & Data Report missing data

42.4

Activity sub-score · out of 100

#17

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 2026-08-19

Activity & Reach

Stars

1.3k

Forks

110

Last Push

2026-06-03

77 days ago

Commits (4 wk)

Downloads (7d)

—

HN mentions (30d)

—

Open Issues

Rank Change

▼4

was #597

Analysis

HVTrust Dimensions vs Research & Data

42.0 / 100 · 100.0% confidence

auto-deep-researcher-24x7 Research & Data average (32 agents)

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

6.1 / 25

0.6 below avg 6.7

Identity / Provenance60% listing status · 40% build provenance

10.8 / 18

0.9 below avg 11.7

Transparency50% declared license · 50% OSSF Scorecard

12.7 / 17

1.6 above avg 11.1

Maintenance60% last-push freshness · 40% commit activity

6.9 / 20

5.2 below avg 12.1

AdoptionLog-scaled stars · package downloads

7.5 / 20

3.5 below avg 11.0

Activity Inputs

42.4 / 100

StarsRepository reach

18.6 / 30

FreshnessLast push recency

14.3 / 25

ActivityRecent commits

0.0 / 25

CommunityFork signal

9.5 / 20

Supply Chain Trust

Package Provenance

None

No package attestations found

OSSF Scorecard

4.9 / 10

OpenSSF Scorecard · scanned Aug 16, 2026

Signed Commits

of last 100 commits verified

Binary-Artifacts 10

Branch-Protection 3

CI-Tests 10

CII-Best-Practices 0

Code-Review 0

Contributors 0

Dangerous-Workflow 10

Dependency-Update-Tool 0

Fuzzing 0

License 10

Maintained 7

Packaging -1

Pinned-Dependencies 0

SAST 0

Security-Policy 0

Signed-Releases -1

Token-Permissions 10

Vulnerabilities 10

Is auto-deep-researcher-24x7 safe?

Public trust evidence for auto-deep-researcher-24x7 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 auto-deep-researcher-24x7 publish package provenance?

No published build provenance is currently detected for auto-deep-researcher-24x7. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.

Does auto-deep-researcher-24x7 have an OpenSSF Scorecard?

auto-deep-researcher-24x7 has an OpenSSF Scorecard score of 4.9/10. 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 auto-deep-researcher-24x7 actively maintained?

Slowing down. Last push was 77 days ago — keep an eye on whether activity resumes.

What license does auto-deep-researcher-24x7 use?

auto-deep-researcher-24x7 ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.

Are auto-deep-researcher-24x7's commits signed?

0% of the last 100 commits to auto-deep-researcher-24x7 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

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 auto-deep-researcher-24x7?

For maintainers

HVTrust scores auto-deep-researcher-24x7 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

2026-08-16

Rank Moved

Rank dropped 11 spots (#585 → #596)

2026-08-10

Rank Moved

Rank dropped 22 spots (#554 → #576)

2026-08-08

Rank Moved

Rank dropped 174 spots (#378 → #552)

2026-07-29

Rank Moved

Rank dropped 11 spots (#352 → #363)

2026-07-15

Rank Moved

Rank dropped 25 spots (#314 → #339)

2026-07-14

Rank Moved

Rank dropped 17 spots (#297 → #314)

2026-07-13

Rank Moved

Rank dropped 35 spots (#262 → #297)

2026-06-24

Rank Moved

Rank dropped 30 spots (#203 → #233)

2026-06-23

Rank Moved

Rank dropped 17 spots (#186 → #203)

2026-06-22

Grade Changed

Trust grade C → D

2026-06-18

Rank Moved

Rank dropped 12 spots (#153 → #165)

2026-06-11

Grade Changed

Trust grade D → C

2026-06-10

Scorecard Added

OSSF Scorecard: 4.3/10

2026-06-10

Rank Moved

Rank rose 48 spots (#209 → #161)

2026-06-10

HVTrust Changed

HVTrust up 29.0pts (20.0 → 49.0)

2026-06-08

Newly Listed

First tracked at rank #212

2026-06-07

Removed From Active Tracking

Removed from active tracking

2026-06-06

Newly Listed

First tracked at rank #209

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