pincerSecurity-first wrapper for installing agent skills. Scans for malware, prompt injection, and suspicious patterns before installation. Use instead of `clawhub install` for safer skill management.
Install via ClawdBot CLI:
clawdbot install panzacoder/pincerGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
Report → https://snyk.io/blog/toxicskills-malicious-ai-agent-skills-clawhub/Calls external URL not in known-safe list
https://github.com/panzacoder/pincerAI Analysis
The skill is a security scanning tool that references external URLs for legitimate purposes: a Snyk article about malware campaigns (as a warning example) and its own GitHub repository. No evidence of unauthorized data exfiltration, credential harvesting, hidden instructions, or obfuscation was found in the provided definition.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 1, 2026
Large organizations deploying AI agents across departments use Pincer to vet third-party skills before installation, preventing malware and prompt injection attacks that could compromise sensitive data. It integrates into CI/CD pipelines to scan skills from internal repositories, ensuring compliance with security policies and reducing risk from supply chain attacks.
Software development teams incorporate Pincer into their workflow to safely install and audit AI agent skills for coding assistants, automating security checks during skill updates. This prevents malicious code execution in development environments, protecting intellectual property and maintaining code integrity across collaborative projects.
Educational institutions using AI agents for teaching and research employ Pincer to scan skills from public repositories, blocking dangerous patterns like base64-encoded commands. It helps educators maintain a secure learning environment by auditing installed skills regularly and managing trusted publishers to prevent student exposure to risks.
Healthcare providers leveraging AI agents for patient data analysis use Pincer to ensure skills do not contain malware or data exfiltration payloads, complying with regulations like HIPAA. It scans for hard-coded secrets and suspicious patterns, enabling safe installation of skills that handle sensitive medical information without compromising privacy.
Startups building AI-powered products integrate Pincer to securely manage agent skills from ClawHub, scanning for threats before deployment to production. This minimizes security incidents, builds user trust by preventing prompt injection attacks, and allows rapid iteration with automated audits of skill dependencies.
Offer Pincer as a free open-source tool for basic scanning, with premium features like advanced threat intelligence, real-time blocklist updates, and enterprise support for a subscription fee. Revenue is generated from corporate licenses, custom integrations, and priority support for high-risk industries.
Provide consulting services to organizations for integrating Pincer into their AI agent ecosystems, including custom configuration, training, and ongoing security audits. Revenue comes from project-based fees, retainer agreements, and tailored security assessments for specific use cases.
Partner with AI agent marketplaces like ClawHub to offer Pincer as a built-in security layer, earning revenue through revenue-sharing agreements or licensing fees per scan. This model leverages existing user bases to drive adoption and monetize via transaction-based or flat-rate partnerships.
💬 Integration Tip
Integrate Pincer early in the development lifecycle by adding it to pre-commit hooks or CI/CD pipelines to automate skill scanning before deployment, ensuring consistent security checks across all environments.
Scored May 30, 2026
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