// docs / ai fix prompts
AI түзету prompt-тары
Әр finding астында Copy fix prompt түймесі бар. Оны басып, Claude / Cursor / Copilot ішіне қойыңыз, сонда agent осы vuln үшін codebase framework-іне сай canonical fix recipe алады — бізден Claude API шақыруы жоқ.
Қалай жұмыс істейді
Click кезінде екі data piece combine болады:
- 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 қандай көрінеді
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.htmlҚолдау көрсетілетін frameworks
Біз framework-specific snippets-ті мыналар үшін көрсетеміз:
- 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 agent арқылы қолданыңыз
Егер MCP server қосылған болса, сол prompt slash command ретінде exposed. Claude Desktop ішінен:
/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.
Неге әр click сайын Claude-қа бармаймыз
Launch кезінде әр click үшін Anthropic API шақырып, prompt-ты codebase context-пен refine етуді қарастырдық. Оны істемедік, себебі:
- User paste ететін agent-те codebase context already бар — олар repo ашық тұрған Cursor / Claude Desktop қолданады.
- Server-side templating covers the common remediation paths without any per-click model call.
- “Refine with AI for my codebase” opt-in кейін users қаласа API fire ете алады. Бүгін — жоқ.
