optimize-context Security Audit Report

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optimize-context is an AI agent skill, created by blackworm and published at openclaw/skills. ClawSecure audited optimize-context across 14 files through the 3-Layer Audit Protocol covering all ten OWASP ASI Top 10 categories, assigning a security score of 35/100 (High Risk). The 7 findings concentrate in Malicious Code and Permissions Manifest, including Attempts to access sensitive file: MEMORY.md and Attempts to access sensitive file: MEMORY.md. 6 were rated high or critical severity.

Is optimize-context safe?

ClawSecure audited optimize-context and assigned a security score of 35/100 (High Risk), identifying 7 findings across Malicious Code and Permissions Manifest. Review the findings below before installing.

What did ClawSecure find in optimize-context?

ClawSecure identified 7 findings in optimize-context, concentrated in Malicious Code and Permissions Manifest. 6 were rated high or critical severity. The most severe include Attempts to access sensitive file: MEMORY.md and Attempts to access sensitive file: MEMORY.md.

How was optimize-context audited?

ClawSecure ran optimize-context through its 3-Layer Audit Protocol with full OWASP ASI Top 10 coverage, scanning 14 files from openclaw/skills.

What does a score of 35 mean?

ClawSecure assigned optimize-context a security score of 35/100, placing it in the High Risk range. This is driven by 7 findings led by Malicious Code that should be addressed before 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 optimize-context

ClawSecure detected 7 security findings in optimize-context, spanning Malicious Code and Permissions Manifest.

high · Attempts to access sensitive file: MEMORY.md. Malicious Code finding detected in README.md.
high · Attempts to access sensitive file: MEMORY.md. Malicious Code finding detected in SKILL.md.
high · Attempts to access sensitive file: MEMORY.md. Malicious Code finding detected in config.json.
high · Attempts to access sensitive file: MEMORY.md. Malicious Code finding detected in optimize.js.
high · Attempts to access sensitive file: MEMORY.md. Malicious Code finding detected in context-monitor.js.
high · Attempts to access sensitive file: MEMORY.md. Malicious Code finding detected in task_processing_config.json.
medium · Missing config.json - agent may not be properly configured. Permissions Manifest finding.

Each finding is expandable in the interactive list below.

3-Layer Audit Protocol

Security Recommendations for optimize-context

Audit external network connections

optimize-context 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.

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.

Pin dependencies to exact versions

Unpinned dependencies allow supply-chain attacks where a compromised version is pulled in automatically. Use exact version numbers in package.json (for example 1.2.3 instead of ^1.2.3) to keep unauthorized code out of your dependency tree. ClawSecure checks every dependency against known CVE databases.

Related Security Research

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

Related AI Agent Security Audits

openclawScore 45/100 perplexity-web-mcpScore 50/100 open-webuiScore 35/100 fzfScore 25/100 gnoScore 45/100

Scanned on February 7, 2026. optimize-context 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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