← Back to Scanner

reflect Security Audit Report

🔭 Continuously monitored by ClawSecure Watchtower
Source:
SHA-256:

reflect is an AI agent skill, created by ClawHub Skill. ClawSecure audited reflect across 21 files through the 3-Layer Audit Protocol covering all ten OWASP ASI Top 10 categories, assigning a security score of 70/100 (Medium Risk). The 5 findings concentrate in Malicious Code, Code Injection and Skill Discovery Abuse, including Attempts to access sensitive file: MEMORY.md and Potentially dangerous code pattern detected: eval\(. 2 were rated high or critical severity.

Is reflect safe?

ClawSecure audited reflect and assigned a security score of 70/100 (Medium Risk), identifying 5 findings across Malicious Code and Code Injection. Review the findings below before installing.

What did ClawSecure find in reflect?

ClawSecure identified 5 findings in reflect, concentrated in Malicious Code, Code Injection and Skill Discovery Abuse. 2 were rated high or critical severity. The most severe include Attempts to access sensitive file: MEMORY.md and Potentially dangerous code pattern detected: eval\(.

How was reflect audited?

ClawSecure ran reflect through its 3-Layer Audit Protocol with full OWASP ASI Top 10 coverage, scanning 21 files.

What does a score of 70 mean?

ClawSecure assigned reflect a security score of 70/100, placing it in the Medium Risk range. This reflects 5 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 reflect

ClawSecure detected 5 security findings in reflect, spanning Malicious Code, Code Injection, Skill Discovery Abuse and Permissions Manifest.

Each finding is expandable in the interactive list below.

3-Layer Audit Protocol

Security Recommendations for reflect

Audit external network connections
reflect 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.
Eliminate dynamic code execution
reflect evaluates code at runtime (for example eval or dynamic exec). Remove dynamic evaluation of untrusted input, and where code generation is unavoidable, sandbox it and validate every input.
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.
Resolve policy violations
reflect trips ClawSecure policy checks. Review each flagged pattern against your security policy and remediate or document an accepted exception before production use.

Related Security Research

ClawHavoc Explained: The Malware Family Targeting AI Agents→Beyond Static Scans: Why ClawSecure Verifies Agentic Intent→Why Generic Scanners Fail at AI Agent Security→

Related AI Agent Security Audits

openclaw-skillsScore 85/100skillsScore 85/100clawhubScore 75/100zeroclawScore 85/100antigravity-awesome-skillsScore 75/100

Scanned on February 26, 2026. reflect is one of thousands of agents audited by ClawSecure from the community-curated awesome-openclaw-skills list and the openclaw/skills repository.

Start Your Free Scan