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Self-Improving + Proactive Agent Security Audit Report

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Self-Improving + Proactive Agent is an AI agent skill, created by ivangdavila and published at openclaw/skills. ClawSecure audited Self-Improving + Proactive Agent across 15 files through the 3-Layer Audit Protocol covering all ten OWASP ASI Top 10 categories, assigning a security score of 65/100 (Medium Risk). The 6 findings concentrate in Malicious Code, Policy Violation and Permissions Manifest, including Attempts to access sensitive file: SOUL.md and Attempts to access sensitive file: SOUL.md. 3 were rated high or critical severity.

Is Self-Improving + Proactive Agent safe?

ClawSecure audited Self-Improving + Proactive Agent and assigned a security score of 65/100 (Medium Risk), identifying 6 findings across Malicious Code and Policy Violation. Review the findings below before installing.

What did ClawSecure find in Self-Improving + Proactive Agent?

ClawSecure identified 6 findings in Self-Improving + Proactive Agent, concentrated in Malicious Code, Policy Violation and Permissions Manifest. 3 were rated high or critical severity. The most severe include Attempts to access sensitive file: SOUL.md and Attempts to access sensitive file: SOUL.md.

How was Self-Improving + Proactive Agent audited?

ClawSecure ran Self-Improving + Proactive Agent through its 3-Layer Audit Protocol with full OWASP ASI Top 10 coverage, scanning 15 files from openclaw/skills.

What does a score of 65 mean?

ClawSecure assigned Self-Improving + Proactive Agent a security score of 65/100, placing it in the Medium Risk range. This reflects 6 findings led by Malicious Code that warrant review before production use. ClawSecure derives this score with a weighted deduction model (critical -20, high -10, medium -5, low -2 from a base of 100).

Audit Findings for Self-Improving + Proactive Agent

ClawSecure detected 6 security findings in Self-Improving + Proactive Agent, spanning Malicious Code, Policy Violation and Permissions Manifest.

Each finding is expandable in the interactive list below.

3-Layer Audit Protocol

Security Recommendations for Self-Improving + Proactive Agent

Audit external network connections
Self-Improving + Proactive Agent connects to external endpoints. Verify every outbound connection goes to a trusted destination. Unauthorized callbacks are a primary indicator of ClawHavoc malware and data exfiltration. ClawSecure's proprietary engine monitors for known malicious endpoints including C2 infrastructure.
Resolve policy violations
Self-Improving + Proactive Agent trips ClawSecure policy checks. Review each flagged pattern against your security policy and remediate or document an accepted exception before production use.
Add a config.json permissions manifest
A config.json file declares what an agent component can access: file system, network, shell execution and more. Without it, users have no visibility into what the component can do before installing. This is the single most impactful security improvement for any AI agent skill.

Related Security Research

ClawHavoc Explained: The Malware Family Targeting AI Agents→Beyond Static Scans: Why ClawSecure Verifies Agentic Intent→

Related AI Agent Security Audits

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Scanned on April 26, 2026. Self-Improving + Proactive Agent is one of thousands of agents audited by ClawSecure from the community-curated awesome-openclaw-skills list and the openclaw/skills repository.

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