ScaleCUA

[ICLR 2026 Oral] ScaleCUA is the open-sourced computer use agents that can operate on cross-platform environments (Windo

Browser & Computer Use Python Grade D Listed Apache-2.0
Listing state
Listed
HVTrust
33.5/100 · Grade D
Last push
2026-01-07 · 166d ago
Recent change
Scorecard +3

Quick Trust Read

Verdict
Thin or incomplete trust evidence. Review carefully before production use.
33.5/100 · Grade D
Strongest Signal
Identity / Provenance
10.8/18
Weakest Signal
Maintenance
0.9/20
What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-06-21
Scorecard Added
OSSF Scorecard: 1.4/10
2026-06-21
Rank Moved
Rank rose 30 spots (#268 → #238)
2026-06-21
HVTrust Changed
HVTrust up 18.2pts (15.4 → 33.6)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 1.4/10. 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.
Refresh maintenance signals The repo was last pushed 166 days ago. Fresh activity helps separate stable projects from stale ones.
29.3
Activity Score · out of 100
33.5
HVTrust Score · out of 100
#238
Global Rank · of 300
#18

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. Full methodology →

Signals refreshed 2026-06-22 00:01 UTC · Repo last pushed 166 days ago

Rank Trend

2026-06-20 2026-06-21

Activity & Reach

Stars
1.1k
Forks
79
Last Push
2026-01-07
166 days ago
Commits (4 wk)
0
Downloads (7d)
HN mentions (30d)
Open Issues
15
Rank Change
=
was #238

Analysis

HVTrust Dimensions

33.5 / 100 · 100.0% confidence
Safety / IntegrityOSSF, provenance, signatures
4.8 / 25
Identity / ProvenanceListing and build link
10.8 / 18
TransparencyLicense and public checks
9.7 / 17
MaintenanceFreshness and commits
0.9 / 20
AdoptionStars and downloads
7.3 / 20

Activity Inputs

29.3 / 100
StarsRepository reach
18.3 / 30
FreshnessLast push recency
1.9 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
8.8 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
1.4 / 10
OpenSSF Scorecard · scanned Jun 21, 2026
Signed Commits
61%
of last 100 commits verified
Binary-Artifacts 10
Branch-Protection 0
CI-Tests 0
CII-Best-Practices 0
Code-Review 0
Contributors 6
Dangerous-Workflow -1
Dependency-Update-Tool 0
Fuzzing 0
License 10
Maintained 0
Packaging -1
Pinned-Dependencies 0
SAST 0
Security-Policy 0
Signed-Releases 0
Token-Permissions -1
Vulnerabilities 0

Is ScaleCUA safe?

Public trust evidence for ScaleCUA 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 ScaleCUA publish package provenance?
No published build provenance is currently detected for ScaleCUA. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does ScaleCUA have an OpenSSF Scorecard?
ScaleCUA has an OpenSSF Scorecard score of 1.4/10. 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 ScaleCUA actively maintained?
Slowing down. Last push was 166 days ago — keep an eye on whether activity resumes.
What license does ScaleCUA use?
ScaleCUA ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are ScaleCUA's commits signed?
60% of the last 100 commits to ScaleCUA 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

Profile context only

HVTrust currently ranks supply-chain and project-integrity trust only. This public view shows a compact AI-agent surface snapshot from repo docs and manifests. These fields are descriptive context and do not affect the production HVTrust rank. An experimental local preview remains available in Score Lab →, and the policy boundary is tracked on the roadmap →

MCP Server Support
None detected
No MCP server signal detected.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
4 detected
Public provider/service dependencies detected.
  • Amazon Bedrock
  • Anthropic
  • Google Gemini
  • OpenAI
Credential signal: No explicit API-key/config marker detected.
Tool / Plugin Surface
high confidence
Declared
Declared plugin/integration surface detected.
  • browser
  • code
  • search
  • shell
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 ScaleCUA?

HVTrust scores ScaleCUA 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

Listed 1HVTrust 1Rank 1Scorecard 1
2026-06-21
Scorecard Added
OSSF Scorecard: 1.4/10
2026-06-21
Rank Moved
Rank rose 30 spots (#268 → #238)
2026-06-21
HVTrust Changed
HVTrust up 18.2pts (15.4 → 33.6)
2026-06-20
Newly Listed
First tracked at rank #268

Embed Badge Badge guide for maintainers →

HVTrust 33.5 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/scalecua.svg)](https://hvtracker.net/agents/scalecua)
HTML:
<a href="https://hvtracker.net/agents/scalecua"><img src="https://hvtracker.net/badge/scalecua.svg" alt="HVTrust"></a>

Other agents in Browser & Computer Use

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 v3.2 · Raw JSON