// docs / ai fix prompts
AI prompty na opravy
Každý nález má pod remediáciou tlačidlo Copy fix prompt. Klikni naň, vlož prompt do Claude / Cursor / Copilot a agent dostane kanonický recept opravy pre túto zraniteľnosť vo frameworku tvojej codebase, bez volania Claude API z našej strany.
Ako to funguje
Po kliknutí sa spoja dva kusy dát:
- 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.
Ako prompt vyzerá
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.htmlPodporované frameworky
Zobrazujeme frameworkovo špecifické úryvky pre:
- 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.
Použi to zo svojho AI agenta
Ak máš zapojený MCP server, rovnaký prompt je vystavený ako slash príkaz. Z 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.
Prečo pri každom kliknutí nevoláme Claude
Pri spustení sme zvažovali volať Anthropic API pri každom kliknutí, aby sa prompt doladil kontextom codebase. Neurobili sme to, pretože:
- Agent, do ktorého používateľ prompt vkladá, už má kontext codebase, používa Cursor / Claude Desktop s otvoreným repozitárom.
- Server-side templating covers the common remediation paths without any per-click model call.
- Voliteľné “Refine with AI for my codebase” by mohlo API spustiť neskôr, ak to používatelia budú chcieť. Dnes nie.
