AI-Ready Fix Prompts // TERMINAL

STATUS: ONLINE

USER_PROMPT_INIT20:41:15

Every finding includes a ready-to-use prompt you can paste directly into Claude, Cursor, or any AI coding agent.

SYSTEM_RESPONSE // AGENTCODEAUDIT_AI

Finding an issue is only half the battle; fixing it efficiently is the real challenge. CodeAudit doesn't just point out your mistakes—it generates highly structured, context-rich prompts tailored for AI coding assistants. These prompts include the exact file path, the nature of the issue, and explicit instructions on how to implement the remediation. You can literally copy, paste, and watch your AI agent fix the problem without the usual back-and-forth context setting.

GENERATED_PROMPTS.JSON3 FILES

Critical SEVERITY

FILE: src/auth/config.ts

ISSUE_DETECTED:

A JWT signing secret is hardcoded directly in source.

RECOMMENDED_FIX_PROMPT:

Move the secret to an environment variable (JWT_SECRET), update config.ts to read from process.env.JWT_SECRET, add JWT_SECRET to .env.example, and rotate the existing exposed key.

High SEVERITY

FILE: app/api/users/route.ts

ISSUE_DETECTED:

N+1 Database Query in API Route

RECOMMENDED_FIX_PROMPT:

Modify the Prisma query to eagerly load related posts using include: { posts: true } instead of fetching posts inside a loop.

Medium SEVERITY

FILE: components/Header.tsx

ISSUE_DETECTED:

Unoptimized Image Usage

RECOMMENDED_FIX_PROMPT:

Replace the standard <img> tag with the Next.js <Image> component, providing proper width, height, and alt attributes.

WORKFLOW_INSTRUCTION

When reviewing your CodeAudit report, simply click "Copy Prompt" next to any finding. Paste it directly into Cursor, Copilot Chat, or Claude. The AI immediately understands the context and applies the fix perfectly on the first try.

KNOWLEDGE_BASE_QUERY

Q: Do these prompts work with any AI model?

A: Yes, they are formatted with clear context, issue description, and instructions, making them universally effective across models like GPT-4o, Claude 3.5 Sonnet, and specialized agents like Cursor.

Q: Why not just auto-fix the code?

A: We believe developers should maintain control over their codebase. Providing prompts gives you the speed of AI combined with the safety of human oversight.

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