updated 2026-10-20 12:08 UTC

auto-deep-researcher-24x7

Repository Website

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

Research & Data Python Listed Apache-2.0

Is auto-deep-researcher-24x7 safe? Thin or incomplete trust evidence. Review carefully before production use.

OSSF Scorecard 4.3 / 10
Provenance None
Signed commits 0%
Last push 139d ago
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In detail: auto-deep-researcher-24x7 scores 36.4/100 (Grade D), ranked #1275 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 4.3/10; recent commits are unsigned; last pushed 2026-06-03. Every point is earned from checkable signals — never paid placement. How scoring works →

How auto-deep-researcher-24x7 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 auto-deep-researcher-24x7 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 Unsigned

    github.com/Xiangyue-Zhang/auto-deep-researcher-24x7, Apache-2.0, last pushed 2026-06-03. None of the last 100 commits carry a verified signature, so no change traces to a verified identity.

  2. Review and release Mixed

    OpenSSF Scorecard rates the repository's practices 4.3/10 (scanned Oct 20, 2026). The checks that decide who can get a change released:

    • Code Review0
    • Branch Protection3
    • Signed Releasesn/a
    • Dangerous Workflow10
    • Token Permissions10
    • Pinned Dependencies0
    All 18 Scorecard checks
    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 0
    Packaging -1
    Pinned-Dependencies 0
    SAST 0
    Security-Policy 0
    Signed-Releases -1
    Token-Permissions 10
    Vulnerabilities 10

  3. Published packages None

    No registry package. auto-deep-researcher-24x7 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 auto-deep-researcher-24x7.

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 auto-deep-researcher-24x7’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 auto-deep-researcher-24x7 compares in Research & Data

  1. #26 Sotopia agents 38.7 +2.3
  2. #27 deep-research 37.0 +0.6
  3. #28 auto-deep-researcher-24x7 36.4 this agent
  4. #29 FinnewsHunter 36.4 ±0
  5. #30 Open Deep Research (dzhng) 34.9 −1.5

Bars show each HVTrust score; the tick marks auto-deep-researcher-24x7’s 36.4.

Where the 36.4 comes from

HVTrust dimensions vs the Research & Data average

36.4 / 100 · 100.0% confidence

auto-deep-researcher-24x7 Research & Data average (38 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
5.4 / 25
3.1 below avg 8.5
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
1.1 below avg 11.9
Transparency50% declared license · 50% OSSF Scorecard
12.2 / 17
in line with avg 11.7
Maintenance60% last-push freshness · 40% commit activity
2.7 / 20
10.8 below avg 13.5
AdoptionLog-scaled stars · package downloads
7.3 / 20
3.5 below avg 10.8

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-10-09
Rank Moved
Rank dropped 10 spots (#1223 → #1233)
2026-09-23
Rank Moved
Rank dropped 658 spots (#533 → #1191)
2026-09-22
Rank Moved
Rank dropped 140 spots (#393 → #533)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 4.3/10. 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 139 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
33.2
Activity sub-score · out of 100
#28
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 2026-10-20 12:08 UTC · Repo last pushed 139 days ago

Rank Trend

2026-09-29 2026-10-20

Activity & Reach

Stars
1.1k
Forks
94
Last Push
2026-06-03
139 days ago
Commits (4 wk)
0
Downloads (7d)
—
HN mentions (30d)
—
Open Issues
13
Rank Change
▼1
was #1274

Analysis

Activity Inputs

33.2 / 100
StarsRepository reach
18.3 / 30
FreshnessLast push recency
5.7 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
9.2 / 20

Common questions about auto-deep-researcher-24x7

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 4.3/10. 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 139 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
How this surface has changed

Detected changes to auto-deep-researcher-24x7'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.

2026-09-01
Activity Went Stale
No commits for 90 days

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
Rank 23Stale 1
2026-10-09
Rank Moved
Rank dropped 10 spots (#1223 → #1233)
2026-09-23
Rank Moved
Rank dropped 658 spots (#533 → #1191)
2026-09-22
Rank Moved
Rank dropped 140 spots (#393 → #533)
2026-09-21
Rank Moved
Rank rose 794 spots (#1187 → #393)
2026-09-09
Rank Moved
Rank dropped 12 spots (#1146 → #1158)
2026-09-08
Rank Moved
Rank dropped 12 spots (#1134 → #1146)
2026-09-07
Rank Moved
Rank dropped 27 spots (#1107 → #1134)
2026-09-06
Rank Moved
Rank dropped 16 spots (#1091 → #1107)
2026-09-05
Rank Moved
Rank dropped 40 spots (#1051 → #1091)
2026-09-04
Rank Moved
Rank dropped 27 spots (#1024 → #1051)
2026-09-03
Rank Moved
Rank dropped 56 spots (#968 → #1024)
2026-09-02
Rank Moved
Rank dropped 48 spots (#920 → #968)
2026-09-01
Activity Went Stale
No commits for 90 days
2026-09-01
Rank Moved
Rank dropped 38 spots (#882 → #920)
2026-08-31
Rank Moved
Rank dropped 41 spots (#841 → #882)
2026-08-30
Rank Moved
Rank dropped 43 spots (#798 → #841)
2026-08-29
Rank Moved
Rank dropped 46 spots (#752 → #798)
2026-08-28
Rank Moved
Rank dropped 27 spots (#725 → #752)
2026-08-27
Rank Moved
Rank dropped 24 spots (#701 → #725)
2026-08-26
Rank Moved
Rank dropped 98 spots (#603 → #701)
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)
GitHub → Website →

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 36.4 Grade D
Markdown:
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HTML:
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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 v4.4 · Raw JSON