← Back to Scanner

academic-deep-research Security Audit Report

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

academic-deep-research is an AI agent skill, created by ClawHub Skill. ClawSecure audited academic-deep-research across 5 files through the 3-Layer Audit Protocol covering all ten OWASP ASI Top 10 categories, assigning a security score of 85/100 (Safe). The 3 findings concentrate in Malicious Code, Permissions Manifest and Policy Violation, including Attempts to access sensitive file: MEMORY.md and Missing config.json - agent may not be properly configured. 1 was rated high or critical severity.

Is academic-deep-research safe?

ClawSecure audited academic-deep-research and assigned a security score of 85/100 (Safe), identifying 3 findings across Malicious Code and Permissions Manifest. Review the findings below before installing.

What did ClawSecure find in academic-deep-research?

ClawSecure identified 3 findings in academic-deep-research, concentrated in Malicious Code, Permissions Manifest and Policy Violation. 1 was rated high or critical severity. The most severe include Attempts to access sensitive file: MEMORY.md and Missing config.json - agent may not be properly configured.

How was academic-deep-research audited?

ClawSecure ran academic-deep-research through its 3-Layer Audit Protocol with full OWASP ASI Top 10 coverage, scanning 5 files.

What does a score of 85 mean?

ClawSecure assigned academic-deep-research a security score of 85/100, placing it in the Safe range. Scores of 80 or above qualify for ClawSecure Verified status, though 1 finding was rated high or critical and warrants review. 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 academic-deep-research

ClawSecure detected 3 security findings in academic-deep-research, spanning Malicious Code, Permissions Manifest and Policy Violation.

Each finding is expandable in the interactive list below.

3-Layer Audit Protocol

Security Recommendations for academic-deep-research

Audit external network connections
academic-deep-research 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.
Resolve policy violations
academic-deep-research trips ClawSecure policy checks. Review each flagged pattern against your security policy and remediate or document an accepted exception before production use.
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→How to Secure an MCP Server: The 2026 Guide→

Related AI Agent Security Audits

sparkbtcbot-skillScore 90/100clippyScore 90/100stock-market-apiScore 95/100gtsec-smart-stock-selection (1)Score 95/100gtsec-smart-stock-selectionScore 95/100

Scanned on March 27, 2026. academic-deep-research 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