Is Openclaw Guardian Safe?
Openclaw Guardian — Nerq Trust Score 65.2/100 (C grade). Based on analysis of 5 trust dimensions, it is generally safe but has some concerns. Last updated: 2026-05-27.
Use Openclaw Guardian with some caution. Openclaw Guardian is a software tool with a Nerq Trust Score of 65.2/100 (C). Below the recommended threshold of 70. Data sourced from multiple public sources including package registries, GitHub, NVD, OSV.dev, and OpenSSF Scorecard. Last updated: 2026-05-27. Machine-readable data (JSON).
Is Openclaw Guardian safe?
CAUTION — Openclaw Guardian has a Nerq Trust Score of 65.2/100 (C). It has moderate trust signals but shows some areas of concern that warrant attention. Suitable for development use — review security and maintenance signals before production deployment.
What is Openclaw Guardian's trust score?
Openclaw Guardian has a Nerq Trust Score of 65.2/100, earning a C grade. This score is based on 5 independently measured dimensions including security, maintenance, and community adoption.
What are the key security findings for Openclaw Guardian?
Openclaw Guardian's strongest signal is overall trust at 65.2/100. No known vulnerabilities have been detected. It has not yet reached the Nerq Verified threshold of 70+.
What is Openclaw Guardian and who maintains it?
| Author | Unknown |
| Category | Agent Framework |
| Stars | 926 |
| Source | https://github.com/LeoYeAI/openclaw-guardian |
What Is Openclaw Guardian?
Openclaw Guardian is a framework for building autonomous AI agents: 🛡️ Guardian watchdog for OpenClaw Gateway — auto-monitor, self-repair via doctor --fix, git-based rollback, daily snapshots, and Discord alerts. Powered by MyClaw.ai. It has 926 GitHub stars. Nerq Trust Score: 65/100 (C).
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 Openclaw Guardian'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).
Openclaw Guardian receives an overall Trust Score of 65.2/100 (C), which Nerq considers moderate. This is below the Nerq Verified threshold of 70. We recommend additional due diligence before production deployment.
Nerq updates trust scores continuously as new data becomes available. To get the latest assessment, query the API: GET nerq.ai/v1/preflight?target=LeoYeAI/openclaw-guardian
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 Openclaw Guardian'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 Should Use Openclaw Guardian?
Openclaw Guardian is designed for:
- AI engineers building autonomous agent systems
- Research teams experimenting with multi-agent architectures
- Companies creating AI-powered automation workflows
Risk guidance: Openclaw Guardian is suitable for development and testing environments. Before production deployment, conduct a thorough review of its security posture, review the specific trust signals above, and consider whether a higher-scored alternative meets your requirements.
How to Verify Openclaw Guardian'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's 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 Openclaw Guardian's dependency tree. - Review permissions — Understand what access Openclaw Guardian requires. Software tools should follow the principle of least privilege.
- Test in isolation — Run Openclaw Guardian 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=LeoYeAI/openclaw-guardian - Review the license — Confirm that Openclaw Guardian'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 Openclaw Guardian
When evaluating whether Openclaw Guardian is safe, consider these category-specific risks:
Agent frameworks like Openclaw Guardian can take actions autonomously — executing code, calling APIs, modifying files. Always implement guardrails and human-in-the-loop controls for production deployments.
AI agents built with Openclaw Guardian may be vulnerable to prompt injection attacks where malicious input causes the agent to take unintended actions. Test for adversarial inputs before deploying.
Autonomous agents can incur unexpected API costs or resource usage. Set budget limits and monitoring alerts when deploying Openclaw Guardian-based agents.
When using Openclaw Guardian to orchestrate multiple agents, failures in inter-agent communication can lead to cascading errors, duplicated actions, or deadlocks. Implement circuit breakers and timeout mechanisms to prevent runaway agent loops that can consume resources indefinitely.
Agents built with Openclaw Guardian that persist memory across sessions can have their context poisoned by adversarial inputs. Once corrupted, the agent may make consistently poor decisions in future interactions. Implement memory validation and periodic context resets for long-running agents.
Best Practices for Using Openclaw Guardian Safely
Whether you're an individual developer or an enterprise team, these practices will help you get the most from Openclaw Guardian while minimizing risk:
Configure Openclaw Guardian agents to require human approval for high-impact actions like payments, data deletion, or external API calls.
Autonomous agents built with Openclaw Guardian can incur unexpected costs through API calls and resource usage. Set hard spending limits and rate caps.
Log all actions taken by agents built with Openclaw Guardian. Use observability tools to detect anomalous behavior patterns that could indicate prompt injection or logic errors.
Before deploying Openclaw Guardian-based agents in production, test with adversarial prompts designed to bypass guardrails and cause unintended actions.
Each agent should have the minimum permissions required. Never give an agent root access, admin credentials, or unrestricted API keys.
When Should You Avoid Openclaw Guardian?
Even promising tools aren't right for every situation. Consider avoiding Openclaw Guardian in these scenarios:
- Production environments handling sensitive customer data
- Regulated industries (healthcare, finance, government) without additional compliance review
- Mission-critical systems where downtime has significant business impact
For each scenario, evaluate whether Openclaw Guardian's trust score of 65.2/100 meets your organization's risk tolerance. We recommend running a manual security assessment alongside the automated Nerq score.
How Openclaw Guardian Compares to Industry Standards
Nerq indexes over 6 million software tools, apps, and packages across dozens of categories. Among agent frameworks, the average Trust Score is 65/100. Openclaw Guardian's score of 65.2/100 is above the category average of 65/100.
This positions Openclaw Guardian favorably among agent frameworks. While it outperforms the average, there is still room for improvement in certain trust dimensions.
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 Openclaw Guardian 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, Openclaw Guardian'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 Openclaw Guardian's score over time, use the Nerq API: GET nerq.ai/v1/preflight?target=LeoYeAI/openclaw-guardian&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 Openclaw Guardian are strengthening or weakening over time.
Key Takeaways
- Openclaw Guardian has a Trust Score of 65.2/100 (C) and is not yet Nerq Verified.
- Openclaw Guardian shows moderate trust signals. Conduct thorough due diligence before deploying to production environments.
- Among agent frameworks, Openclaw Guardian scores above the category average of 65/100, demonstrating above-average reliability.
- Always verify safety independently — use Nerq's Preflight API for automated, up-to-date trust checks before integration.
What data does Openclaw Guardian collect?
Privacy assessment for Openclaw Guardian is not yet available. See our methodology for how Nerq measures privacy, or the public privacy review for any community-contributed notes.
Is Openclaw Guardian secure?
Security score: under assessment. Review security practices and consider alternatives with higher security scores for sensitive use cases.
Nerq monitors this entity against NVD, OSV.dev, and registry-specific vulnerability databases for ongoing security assessment.
Full analysis: Openclaw Guardian Security Report
How we calculated this score
Openclaw Guardian's trust score of 65.2/100 (C) is computed from multiple public sources including package registries, GitHub, NVD, OSV.dev, and OpenSSF Scorecard. The score reflects 0 independent dimensions: . Each dimension is weighted equally to produce the composite trust score.
Nerq analyzes over 7.5 million entities across 26 registries using the same methodology, enabling direct cross-entity comparison. Scores are updated continuously as new data becomes available.
This page was last reviewed on May 27, 2026. Data version: 1.0.
Full methodology documentation · Machine-readable data (JSON API)
Frequently Asked Questions
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See Also
Disclaimer: Nerq trust scores are automated assessments based on publicly available signals. They are not endorsements or guarantees. Always conduct your own due diligence.