domains / families / software-engineering / ai-code-generation-guardrails

ai-code-generation-guardrails

authentic

Use when reviewing AI-generated code before merge or execution: plan AST/security checks, isolated behavior tests and evidence, with language-specific coverage limits.

When to use

• Review a policy for checking generated code before merging or running it.
• Define language-specific static checks, test evidence and deployment boundaries.
• Distinguish a dependency advisory scan, a linter and an AST policy check.

When not to use

• No automated checklist proves general security or finds every zero-day flaw.
• AST grammar and rule coverage depend on the actual runtime version.
• Parsing succeeds on code that can still be malicious; do not execute it to
• Reentrancy rules apply to relevant concurrent/contract code, not every Python
• This skill supplies a policy and teaching example, not a CI gate installation.

Skill page

Source