reddit-scraper Security Audit Report

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reddit-scraper is an AI agent skill, created by javicasper and published at openclaw/skills. ClawSecure audited reddit-scraper across 4 files through the 3-Layer Audit Protocol covering all ten OWASP ASI Top 10 categories, assigning a security score of 85/100 (Safe). The 4 findings concentrate in Policy Violation, Data Exfiltration and Unauthorized Tool Use, including Pattern detected: import requests and Skill code uses network libraries but doesn't declare network.... None were rated high or critical severity.

Is reddit-scraper safe?

ClawSecure audited reddit-scraper and assigned a security score of 85/100 (Safe), identifying 4 findings across Policy Violation and Data Exfiltration. Review the findings below before installing.

What did ClawSecure find in reddit-scraper?

ClawSecure identified 4 findings in reddit-scraper, concentrated in Policy Violation, Data Exfiltration and Unauthorized Tool Use. The most severe include Pattern detected: import requests and Skill code uses network libraries but doesn't declare network....

How was reddit-scraper audited?

ClawSecure ran reddit-scraper through its 3-Layer Audit Protocol with full OWASP ASI Top 10 coverage, scanning 4 files from openclaw/skills.

What does a score of 85 mean?

ClawSecure assigned reddit-scraper a security score of 85/100, placing it in the Safe range. Scores of 80 or above qualify for ClawSecure Verified status; the 4 findings detected are lower-severity. 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 reddit-scraper

ClawSecure detected 4 security findings in reddit-scraper, spanning Policy Violation, Data Exfiltration, Unauthorized Tool Use and Permissions Manifest.

medium · Pattern detected: import requests. Data Exfiltration finding detected in scripts/reddit_scraper.py:13.
medium · Skill code uses network libraries but doesn't declare network.... Unauthorized Tool Use finding.
medium · Missing config.json - agent may not be properly configured. Permissions Manifest finding.
info · Skill manifest does not include a 'license' field. Specifying a license.... Policy Violation finding detected in SKILL.md.

Each finding is expandable in the interactive list below.

3-Layer Audit Protocol

Security Recommendations for reddit-scraper

Resolve policy violations

reddit-scraper trips ClawSecure policy checks. Review each flagged pattern against your security policy and remediate or document an accepted exception before production use.

Audit external network connections

reddit-scraper sends data to external endpoints. Confirm each destination is expected and authorized, and remove any callback that exfiltrates data. ClawSecure monitors for known exfiltration and C2 endpoints.

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

OWASP ASI Top 10 Explained: The Complete Guide to AI Agent Security Standards→Understanding Our 3-Layer Audit Protocol→ClawHavoc Explained: The Malware Family Targeting AI Agents→

Related AI Agent Security Audits

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Scanned on February 7, 2026. reddit-scraper 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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