opengrep-rule-generator-research

To generate semgrep SAST rules for a CVE, this Skill conducts web research on the vulnerability and CWE to understand the attack surface, then automatically creates a detection rule based on your input. It provides a guided workflow for comprehensive analysis.

Yes, you can create opengrep rules directly from a code snippet. The Skill accepts code snippets as input to automatically generate detection rules for common security issues, streamlining the rule creation process without requiring a full CVE description.

Yes, the opengrep rule generator requires Claude Code with WebSearch and WebFetch tools. These dependencies are necessary to perform the automated web research on vulnerabilities and build accurate detection rules during the generation workflow.

The best way to research a vulnerability class for SAST rules is using an AI-assisted workflow that integrates web search. This Skill automatically fetches and analyzes CVE and CWE data to build a comprehensive understanding of the attack surface before generating the rule.

A limitation when generating SAST rules is that the accuracy depends on available web research and the provided code snippets. If a vulnerability lacks sufficient public CVE or CWE documentation, the automated rule generation may be less comprehensive.

AI-assisted SAST rule generation automates vulnerability research and rule syntax creation, whereas manual creation requires developers to independently analyze CVEs and write rules. This approach embeds research documentation directly into the generated rule for better context.