// docs / ai fix prompts
Ngā tono whakatika AI
Kei ia kitenga he pātene Copy fix prompt i raro i te remediation. Pāwhiria, whakapirihia ki Claude / Cursor / Copilot, ā, ka whiwhi te agent i te tohutaka whakatika mana mō taua vuln i te framework o tō codebase — kāore mātou e karanga ki te Claude API.
Me pēhea te mahi
E rua ngā wāhanga raraunga ka hono i te pāwhiri:
- 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.
Te āhua o te prompt
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.htmlNgā framework e tautokona ana
Ka whakaatu mātou i ngā framework-specific snippets mō:
- 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.
Whakamahia mai i tō AI agent
Mēnā kua hono koe i te MCP server, ka whakaaturia taua prompt anō hei slash command. Mai i 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.
He aha mātou kāore ai e pā ki Claude ia pāwhiri
I te whakarewatanga i whakaaro mātou ki te karanga i te Anthropic API mō ia pāwhiri kia whakapai ake i te prompt me te codebase context. Kāore mātou i pērā, nā te mea:
- Ko te agent ka whakapirihia e te kaiwhakamahi ki roto kua whai kē i te codebase context — kei te whakamahi rātou i Cursor / Claude Desktop me tō rātou repo e tuwhera ana.
- Server-side templating covers the common remediation paths without any per-click model call.
- Ka taea e tētahi opt-in “Refine with AI for my codebase” te whakakā i te API ā muri ake mēnā e hiahia ana ngā kaiwhakamahi. I tēnei rā, kāo.
