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AI fix prompt

እያንዳንዱ finding ከremediation በታች Copy fix prompt button አለው። ይጫኑት፣ ወደ Claude / Cursor / Copilot paste ያድርጉት፣ እና agent ለዚያ vuln በcodebase frameworkዎ የሚሆነውን canonical fix recipe ያገኛል — ከእኛ የClaude API call የለም።

እንዴት ይሰራል

በclick ላይ ሁለት data ይዋሃዳሉ:

  • 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 ምን ይመስላል

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.html

Supported framework-ዎች

Framework-specific snippet ለእነዚህ እናሳያለን:

  • Next.js፣ React፣ Vue፣ Nuxt፣ Svelte (frontend)
  • Express፣ Fastify (Node.js backend)
  • Django፣ Flask (Python)
  • Ruby on Rails framework
  • Laravel (PHP framework)
  • 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.

ከAI agentዎ ይጠቀሙበት

MCP server ካwire አድርገውት፣ ተመሳሳይ prompt እንደ slash command expose ይሆናል። ከClaude 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.

በእያንዳንዱ click Claudeን ለምን አንጠራም

በlaunch ጊዜ ለእያንዳንዱ click በcodebase context prompt ለማrefine Anthropic API መጥራት አስበን ነበር። አላደረግነውም፣ ምክንያቱም:

  • User የሚpaste የሚያደርገው agent ቀድሞውኑ codebase context አለው — repoውን open አድርገው Cursor / Claude Desktop እየተጠቀሙ ነው።
  • Server-side templating covers the common remediation paths without any per-click model call.
  • User-ዎች ከፈለጉ “ለcodebaseዬ በAI refine ያድርጉ” opt-in በኋላ API fire ሊያደርግ ይችላል። ዛሬ፣ አይደለም።
AI fix prompt — Docs · FixVibe