skill-auditorv0.1.0

Integrate Skill Auditor into CI/CD pipelines to automatically scan new skills before deployment. This ensures security compliance by detecting malicious code patterns, credential theft attempts, and backdoors in development workflows. Teams can use SARIF output to generate GitHub Code Scanning alerts and block deployments with critical findings.

Deploy Skill Auditor across an organization to audit all installed skills for compliance with internal security policies. Security teams can run batch scans to identify high-risk skills, generate visual reports for stakeholders, and enforce risk thresholds. This helps maintain a secure AI agent ecosystem in regulated industries like finance or healthcare.

Use Skill Auditor as a vetting tool for third-party skills submitted to a marketplace. Scan skills from GitHub URLs to detect threats before listing, apply accuracy scoring to verify behavior matches descriptions, and provide security badges based on risk levels. This builds trust with users downloading community-developed skills.

After a security incident, use Skill Auditor to analyze compromised skills and trace data flows through AST analysis. Identify how credentials were exfiltrated, detect hidden backdoors, and generate detailed threat summaries for post-mortem reports. Optional VirusTotal integration scans binaries for malware signatures.

Incorporate Skill Auditor into developer training programs to teach secure skill development practices. Use its detection modes to demonstrate different threat patterns, show how data flows from sources to sinks, and let trainees scan sample skills. LLM semantic analysis helps explain why certain behaviors are risky.

Offer Skill Auditor as a cloud-based scanning service with API access, continuous monitoring, and premium features like LLM semantic analysis. Charge monthly subscriptions based on scan volume, number of skills monitored, or team size. Include enterprise support, custom threat feeds, and compliance reporting.

Sell annual enterprise licenses for on-premises deployment with advanced features like AST dataflow analysis and VirusTotal integration. Include professional services for customization, integration with existing security tools, and dedicated support. Offer training packages and security consulting for implementation.

Partner with AI agent platforms or skill marketplaces to integrate Skill Auditor as their official vetting tool. Charge integration fees, revenue sharing on premium scans, or transaction fees per skill listed. Provide white-labeled reports and security badges that platforms can display to users.