// docs / ai fix prompts
AI düzəliş promptları
Hər finding-in remediation hissəsinin altında Copy fix prompt düyməsi var. Basın, Claude / Cursor / Copilot-a yapışdırın və agent sizin codebase framework-ünüzdə həmin vuln üçün canonical fix recipe alır — bizdən Claude API call olmadan.
Necə işləyir
Click zamanı iki məlumat parçası birləşir:
- The finding — the issue summary, affected surface, remediation guidance, and safe evidence needed to help your coding agent fix it.
- Your app context — FixVibe uses scan context when available to choose a framework-aware remediation shape, and falls back to a generic recipe when it cannot infer enough context.
Fix prompts are rendered server-side from FixVibe remediation guidance. They are designed for copy-paste use in Cursor, Claude Desktop, Copilot, or another coding agent without exposing the internal prompt registry in the browser.
Prompt necə görünür
Fix the "Reflected XSS in /search?q=" vulnerability at /search.
Issue: Query parameter q is rendered into the response body without
escaping; an attacker can inject <script> via crafted URLs.
Codebase context: Next.js.
Recommended fix:
In Next.js, render user-supplied values through JSX ({value}) so React's
automatic escaping kicks in. For server components rendering rich HTML,
sanitize with DOMPurify (server-side via JSDOM) before output.
Constraints:
- Don't break existing tests; run the test suite after the change.
- Match the codebase's existing style and lint config.
- Add a brief comment explaining the security reasoning only where the
fix would otherwise look arbitrary.
- If the fix needs a new dependency, install it via the project's
package manager (npm / pnpm / pip / bundle / composer).
Reference: CWE-79 — see https://cwe.mitre.org/data/definitions/79.htmlDəstəklənən frameworks
Framework-specific snippets bunlar üçün göstərilir:
- Next.js, React, Vue, Nuxt, Svelte (frontend)
- Express, Fastify (Node.js backend)
- Django, Flask (Python)
- Ruby on Rails
- Laravel (PHP)
- ASP.NET Core fallback guidance
Framework context is best-effort. If FixVibe cannot infer enough safely from the scan, the prompt asks your coding agent to inspect the repository before applying the fix.
AI agentinizdən istifadə edin
MCP server qoşmusunuzsa, eyni prompt slash command kimi exposed olur. Claude Desktop-dan:
/fixvibe-fix finding_id=550e8400-e29b-41d4-a716-446655440000
The server looks up the finding, applies available scan context, renders the remediation prompt, and injects it into your conversation as the user message. No third-party LLM API call is made by FixVibe for this templated prompt.
Niyə hər click-də Claude çağırmırıq
Launch zamanı hər click üçün Anthropic API çağırıb prompt-u codebase context ilə refine etməyi düşündük. Etmədik, çünki:
- User-in paste etdiyi agent-də artıq codebase context var — onlar Cursor / Claude Desktop-u repo açıq halda işlədirlər.
- Server-side templating covers the common remediation paths without any per-click model call.
- “Refine with AI for my codebase” opt-in gələcəkdə users istəsə API-ni fire edə bilər. Bu gün yox.
