// docs / ai fix prompts
Prompturi AI de remediere
Fiecare constatare are sub remediere un buton Copy fix prompt. Apasă-l, lipește în Claude / Cursor / Copilot, iar agentul primește rețeta canonică de remediere pentru vulnerabilitatea respectivă în framework-ul codebase-ului tău: fără apel Claude API din partea noastră.
Cum funcționează
Două bucăți de date se combină la click:
- 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.
Cum arată promptul
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.htmlFramework-uri acceptate
Afișăm fragmente specifice framework-ului pentru:
- Next.js, React, Vue, Nuxt, Svelte (frontend)
- Express, Fastify (backend Node.js)
- 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.
Folosește-l din agentul tău AI
Dacă ai conectat serverul MCP, același prompt este expus ca o comandă slash. Din Claude Desktop:
/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.
De ce nu apelăm Claude la fiecare click
La lansare am luat în calcul apelarea Anthropic API pentru fiecare click, ca să rafinăm promptul cu contextul codebase-ului. Nu am făcut-o, pentru că:
- Agentul în care lipește utilizatorul are deja contextul codebase-ului: folosește Cursor / Claude Desktop cu repo-ul deschis.
- Server-side templating covers the common remediation paths without any per-click model call.
- O opțiune “Rafinează cu AI pentru codebase-ul meu” ar putea apela API-ul mai târziu, dacă utilizatorii o vor. Astăzi, nu.
