// docs / ai fix prompts
AI түзету prompt-тары
Ар бир finding астында Copy fix prompt түймеси бар. Оны басып, Claude / Cursor / Copilot ишине коюңуз, сонда agent осы vuln үчүн codebase framework-ине сай canonical fix recipe алады — бизден Claude API шакыруы жок.
Кантип иштейт
Click кезинде еки data piece combine болот:
- 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 кандай көринеди
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.htmlКолдоого алынган frameworks
Биз framework-specific snippets-ти мыналар үчүн көрсөтөбүз:
- 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 аркылуу колдонуңуз
Егер MCP server косылган болсо, сол prompt slash command ретинде exposed. Claude Desktop ичинен:
/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.
Эмне үчүн ар бир click сайын Claude-ка бармаймыз
Launch кезинде ар бир click үчүн Anthropic API шакырып, prompt-ты codebase context-пен refine етуди карастырдык. Оны истемедик, себеби:
- User paste ететин agent-те codebase context already бар — олар repo ачык турган Cursor / Claude Desktop колданады.
- Server-side templating covers the common remediation paths without any per-click model call.
- “Refine with AI for my codebase” opt-in кийин users каласа API fire ете алады. Бүгин — жок.
