Is Cruller Safe?
Cruller — Nerq Trust Score 37.9/100 (E grade). Score based on 5 independent trust signals.
Cruller is a software tool with a Nerq Trust Score of 37.9/100 (E). Data sourced from multiple public sources including package registries, GitHub, NVD, OSV.dev, and OpenSSF Scorecard. Last updated: n/a. Machine-readable data (JSON).
Is Cruller safe?
Trust Score Breakdown — Cruller has a Nerq Trust Score of 37.9/100 (E). Measured across 1 independent trust signal.
What is Cruller's trust score?
Cruller has a Nerq Trust Score of 37.9/100, earning a E grade. This score is based on 5 independently measured dimensions including security, maintenance, and community adoption.
What are the key security findings for Cruller?
Cruller's strongest signal is overall trust at 37.9/100. No known vulnerabilities have been detected.
What is Cruller and who maintains it?
| Author | 0x608044ffa0ecfdf91a4e235304685559158a3a72 |
| Category | Uncategorized |
| Source | https://8004scan.io/agents/cruller |
What Is Cruller?
Cruller is a software tool in the uncategorized category: DonutDAO's autonomous agent - building agent-first infrastructure, validator services, and treasury management tools. Nerq Trust Score: 38/100 (E).
Nerq independently analyzes every software tool, app, and extension across multiple trust signals including security vulnerabilities, maintenance activity, license compliance, and community adoption.
How Nerq Assesses Cruller's Safety
Nerq evaluates every software tool across 13+ independent trust signals drawn from public sources including GitHub, NVD, OSV.dev, OpenSSF Scorecard, and package registries. These signals are grouped into five core dimensions: Security (known CVEs, dependency vulnerabilities, security policies), Maintenance (commit frequency, release cadence, issue response times), Documentation (README quality, API docs, examples), Compliance (license, regulatory alignment across 52 jurisdictions), and Community (stars, forks, downloads, ecosystem integrations).
Cruller receives an overall Trust Score of 37.9/100 (E). This is a measured composite, not a suitability judgment.
Nerq updates trust scores continuously as new data becomes available. To get the latest assessment, query the API: GET nerq.ai/v1/preflight?target=Cruller
Each dimension is weighted according to its importance for the tool's category. For example, Security and Maintenance carry higher weight for tools that handle sensitive data or execute code, while Community and Documentation are weighted more heavily for developer-facing libraries and frameworks. This ensures that Cruller's score reflects the risks most relevant to its actual usage patterns. The final score is a weighted average across all five dimensions, normalized to a 0-100 scale with letter grades from A (highest) to F (lowest).
Who Typically Evaluates Cruller?
Cruller is commonly evaluated by:
- Developers and teams working with uncategorized tools
- Organizations evaluating AI tools for their stack
- Researchers exploring AI capabilities in this domain
How to read the signals: Cruller's measured signals (the trust signals above) are shown above. These are measurements, not a suitability judgment — weigh each signal against the requirements of your own use case and risk tolerance.
How to Verify Cruller's Safety Yourself
While Nerq provides automated trust analysis, we recommend these additional steps before adopting any software tool:
- Check the source code — Review the repository security policy, open issues, and recent commits for signs of active maintenance.
- Scan dependencies — Use tools like
npm audit,pip-audit, orsnykto check for known vulnerabilities in Cruller's dependency tree. - Review permissions — Understand what access Cruller requires. Software tools should follow the principle of least privilege.
- Test in isolation — Run Cruller in a sandboxed environment before granting access to production data or systems.
- Monitor continuously — Use Nerq's API to set up automated trust checks:
GET nerq.ai/v1/preflight?target=Cruller - Review the license — Confirm that Cruller's license is compatible with your intended use case. Pay attention to restrictions on commercial use, redistribution, and derivative works. Some AI tools use dual licensing or have separate terms for enterprise customers that differ from the open-source license.
- Check community signals — Look at the project's issue tracker, discussion forums, and social media presence. A healthy community actively reports bugs, contributes fixes, and discusses security concerns openly. Low community engagement may indicate limited peer review of the codebase.
Common Safety Concerns with Cruller
When evaluating whether Cruller is safe, consider these category-specific risks:
Understand how Cruller processes, stores, and transmits your data. Review the tool's privacy policy and data retention practices, especially for sensitive or proprietary information.
Check Cruller's dependency tree for known vulnerabilities. Tools with outdated or unmaintained dependencies pose a higher security risk.
Regularly check for updates to Cruller. Security patches and bug fixes are only effective if you're running the latest version.
If Cruller connects to external APIs or services, each integration point is a potential attack surface. Audit all third-party connections, verify that data shared with external services is minimized, and ensure that integration credentials are rotated regularly.
Verify that Cruller's license is compatible with your intended use case. Some AI tools have restrictive licenses that limit commercial use, redistribution, or derivative works. Using Cruller in violation of its license can expose your organization to legal liability.
Best Practices for Using Cruller Safely
Whether you're an individual developer or an enterprise team, these practices will help you get the most from Cruller while minimizing risk:
Periodically review how Cruller is used in your workflow. Check for unexpected behavior, permissions drift, and compliance with your security policies.
Ensure Cruller and all its dependencies are running the latest stable versions to benefit from security patches.
Grant Cruller only the minimum permissions it needs to function. Avoid granting admin or root access.
Subscribe to Cruller's security advisories and vulnerability disclosures. Use Nerq's API to get automated trust score updates.
Create and maintain a clear policy for how Cruller is used within your organization, including data handling guidelines and acceptable use cases.
Situations That Warrant Independent Review of Cruller
Nerq's signals are one input. In the following situations, evaluate Cruller's measured signals against your own requirements before making a decision:
- Environments handling sensitive or regulated data (healthcare, finance, government)
- Mission-critical systems where downtime has significant business impact
- Deployments with strict regulatory requirements that must be independently validated
For each situation, compare Cruller's measured trust score of 37.9/100 and its individual signals against your organization's own criteria. Nerq does not assert whether Cruller is suitable for any particular use.
How Cruller Compares to Industry Standards
Nerq indexes over 6 million software tools, apps, and packages across dozens of categories. Among uncategorized tools, the average Trust Score is 62/100. Cruller's score of 37.9/100 is below the category average of 62/100.
This suggests that Cruller trails behind many comparable uncategorized tools. Organizations with strict security requirements should evaluate whether higher-scoring alternatives better meet their needs.
Industry benchmarks matter because they contextualize a tool's safety profile. A score that looks moderate in isolation may actually represent strong performance within a challenging category — or vice versa. Nerq's category-relative analysis helps teams make informed decisions by showing not just absolute quality, but how a tool ranks against its direct peers.
Trust Score History
Nerq continuously monitors Cruller and recalculates its Trust Score as new data becomes available. Our scoring engine ingests real-time signals from source repositories, vulnerability databases (NVD, OSV.dev), package registries, and community metrics. When a new CVE is published, a major release ships, or maintenance patterns change, Cruller's score is updated within 24 hours.
Historical trust trends reveal whether a tool is improving, stable, or declining over time. A tool that consistently maintains or improves its score demonstrates ongoing commitment to security and quality. Conversely, a downward trend may signal reduced maintenance, growing technical debt, or unresolved vulnerabilities. To track Cruller's score over time, use the Nerq API: GET nerq.ai/v1/preflight?target=Cruller&include=history
Nerq retains trust score snapshots at regular intervals, enabling trend analysis across weeks and months. Enterprise users can access detailed historical reports showing how each dimension — security, maintenance, documentation, compliance, and community — has evolved independently, providing granular visibility into which aspects of Cruller are strengthening or weakening over time.
Key Takeaways
- Cruller has a measured Nerq Trust Score of 37.9/100 (E) — a composite of independent signals, not a suitability judgment.
- Among uncategorized tools, Cruller scores below the category average of 62/100 (a positional measurement relative to peers).
- The individual signals — security, maintenance, documentation, compliance, community — are shown above. Weigh them against your own requirements.
- Query the current measured values via Nerq's Preflight API.
Frequently Asked Questions
Is Cruller Safe?
What is Cruller's trust score?
What are safer alternatives to Cruller?
How often is Cruller's safety score updated?
Can I use Cruller in a regulated environment?
See Also
Disclaimer: Nerq trust scores are automated measurements based on publicly available signals. They are not endorsements, verdicts, or guarantees of suitability. Always evaluate the signals against your own requirements.