jasper-recall Security Audit Report

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jasper-recall is an AI agent skill, created by E.x.O. Entertainment Studios Inc. and published at openclaw/skills. ClawSecure audited jasper-recall across 30 files through the 3-Layer Audit Protocol covering all ten OWASP ASI Top 10 categories, assigning a security score of 25/100 (High Risk). The 8 findings concentrate in Malicious Code, Permissions Manifest and Code Injection, including Attempts to access sensitive file: MEMORY.md and Attempts to access sensitive file: MEMORY.md. 7 were rated high or critical severity.

Is jasper-recall safe?

ClawSecure audited jasper-recall and assigned a security score of 25/100 (High Risk), identifying 8 findings across Malicious Code and Permissions Manifest. Review the findings below before installing.

What did ClawSecure find in jasper-recall?

ClawSecure identified 8 findings in jasper-recall, concentrated in Malicious Code, Permissions Manifest and Code Injection. 7 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 jasper-recall audited?

ClawSecure ran jasper-recall through its 3-Layer Audit Protocol with full OWASP ASI Top 10 coverage, scanning 30 files from openclaw/skills.

What does a score of 25 mean?

ClawSecure assigned jasper-recall a security score of 25/100, placing it in the High Risk range. This is driven by 8 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 jasper-recall

ClawSecure detected 8 security findings in jasper-recall, spanning Malicious Code, Permissions Manifest and Code Injection.

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 SHARED-MEMORY-SPEC.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 SKILL.md.
high · Attempts to access sensitive file: MEMORY.md. Malicious Code finding detected in summarize-old.py.
high · Potentially dangerous code pattern detected: exec\(. Code Injection finding detected in SKILL.md.
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 jasper-recall

Audit external network connections

jasper-recall 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.

Eliminate dynamic code execution

jasper-recall 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.

Related Security Research

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

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Scanned on February 7, 2026. jasper-recall 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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