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@visz11 visz11 commented Dec 15, 2025

CodeAnt-AI Description

Add job description generator page with a form and live results

What Changed

  • New "Generate Job Description" page that collects Job Title, Industry, Experience Level, and Job Details in a single form.
  • Form submits to the backend and shows a loading state; submit button is disabled until required fields are filled.
  • Server-generated job description is displayed below the form as rendered HTML when available.

Impact

✅ Shorter job posting setup
✅ Faster JD drafting
✅ Clearer generated job descriptions

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📒 Files selected for processing (1)
  • app/generate/page.tsx (1 hunks)
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Summary of Changes

Hello @visz11, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request introduces a new frontend page dedicated to generating job descriptions. It provides a user-friendly form where various job-related criteria can be entered. Upon submission, the application interacts with a backend API to process these inputs and subsequently displays the generated job description directly on the page, streamlining the job description creation process.

Highlights

  • New Page Creation: A new page, app/generate/page.tsx, has been added to the application, introducing new functionality.
  • Job Description Generation Form: This new page features a user interface with a form allowing users to input details such as job title, industry, experience level, and specific job requirements.
  • API Integration for JD Generation: The form is integrated with the /api/chat endpoint, sending user inputs to generate a job description dynamically.
  • Dynamic Result Display: The generated job description is displayed directly on the page after successful submission, providing immediate feedback to the user.
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refacto-visz bot commented Dec 15, 2025

Refacto PR Summary

Added new job description generator page that allows users to create customized job descriptions through a form-based interface. The implementation includes a React form with job title, industry, experience level, and details fields that integrates with the existing chat API to generate professional job descriptions using AI.

Key Changes:

  • Created /generate route with comprehensive job description generation form
  • Integrated with existing /api/chat endpoint using generate_jd message type
  • Form includes validation for required fields and loading states during generation
  • Results display with HTML rendering support for formatted job descriptions
  • Responsive design with Tailwind CSS styling matching application theme

Change Highlights

Click to expand
  • app/generate/page.tsx: Complete job description generator page with form interface and API integration

Sequence Diagram

sequenceDiagram
    participant U as User
    participant F as GenerateJD Form
    participant API as Chat API
    participant AI as AI Service
    
    U->>F: Fill job details form
    U->>F: Click "Generate JD"
    F->>F: Set loading state
    F->>API: POST /api/chat {type: generate_jd}
    API->>AI: Process job requirements
    AI-->>API: Generated job description
    API-->>F: Response with generatedJD
    F->>F: Display formatted result
    F-->>U: Show generated job description
Loading

Testing Guide

Click to expand
  1. Form Validation: Navigate to /generate, attempt submission with empty fields, verify required field validation
  2. Job Generation: Fill complete form with "Senior Software Engineer", "Technology", "Senior Level", add job details, submit and verify API call
  3. Loading States: Submit form and verify "Generating..." button state and disabled form during processing
  4. Result Display: Confirm generated job description appears in formatted container below form
  5. Industry Options: Test all dropdown options (Technology, Finance, Healthcare, Manufacturing, Retail) for proper selection

@codeant-ai codeant-ai bot added the size:L This PR changes 100-499 lines, ignoring generated files label Dec 15, 2025
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Code Review

This pull request adds a new page for generating job descriptions. The implementation has a few critical issues that need to be addressed. Firstly, there's a significant security vulnerability (XSS) due to the use of dangerouslySetInnerHTML with API-generated content. Secondly, the API call made from the new page does not match the existing backend API's expected contract, which will cause it to fail. I've also included feedback on improving error handling to provide better user feedback and making the form validation logic more complete. Please review the detailed comments for suggestions on how to resolve these issues.

Comment on lines +20 to +27
const response = await fetch('/api/chat', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({
type: 'generate_jd',
content: formData
})
});

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critical

The fetch call to /api/chat is sending a payload with type and content keys. However, the POST handler in app/(chat)/api/chat/route.ts expects a different payload structure: { id: string; messages: Array<Message>; modelId: string }. This mismatch will cause the API request to fail on the server. The backend needs to be updated to handle this new generate_jd request type, or the frontend needs to call a different endpoint or use the correct payload structure.

<div className="mt-6 p-4 bg-gray-50 rounded-lg">
<h2 className="text-lg font-medium mb-2">Generated Job Description:</h2>
<div className="prose max-w-none">
<div dangerouslySetInnerHTML={{ __html: result }} />

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security-critical critical

Using dangerouslySetInnerHTML with content received from an API is a major security risk that can lead to Cross-Site Scripting (XSS) attacks. The AI-generated content could contain malicious scripts.

I've suggested replacing it with a <pre> tag as a safe-by-default alternative to display the raw output. For a rich text display, you should process the result string. If it's Markdown (as the prose class suggests), use a library like react-markdown to render it safely. If it must be HTML, sanitize it first with a library like dompurify.

            <pre className="whitespace-pre-wrap font-sans">{result}</pre>

Comment on lines +19 to +35
try {
const response = await fetch('/api/chat', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({
type: 'generate_jd',
content: formData
})
});

const data = await response.json();
setResult(data.generatedJD);
} catch (error) {
console.error('Error:', error);
}

setLoading(false);

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high

The API call and error handling logic can be made more robust:

  1. HTTP Error Handling: fetch doesn't throw on HTTP error responses (like 404 or 500). You should check response.ok and throw an error to be caught by the catch block.
  2. User-Facing Errors: The catch block only logs to the console. For a better user experience, you should set an error state that can be displayed in the UI.
  3. Guaranteed Cleanup: setLoading(false) should be in a finally block to ensure it runs regardless of whether the request succeeds or fails.
    try {
      const response = await fetch('/api/chat', {
        method: 'POST',
        headers: { 'Content-Type': 'application/json' },
        body: JSON.stringify({
          type: 'generate_jd',
          content: formData
        })
      });

      if (!response.ok) {
        throw new Error(`API request failed with status ${response.status}`);
      }
      
      const data = await response.json();
      setResult(data.generatedJD);
    } catch (error) {
      console.error('Error:', error);
      // TODO: Set an error state here to display a message to the user.
    } finally {
      setLoading(false);
    }


<button
type="submit"
disabled={loading || !formData.title || !formData.industry || !formData.details}

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high

The disabled logic for the submit button is incomplete. It checks for title, industry, and details, but it's missing a check for experience. Since the "Experience Level" field is also marked as required, it should be included in this check to prevent form submission with incomplete data.

          disabled={loading || !formData.title || !formData.industry || !formData.experience || !formData.details}

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visz11 commented Dec 15, 2025

@refacto-visz

Comment on lines +111 to +112
<div className="prose max-w-none">
<div dangerouslySetInnerHTML={{ __html: result }} />
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Suggestion: The component renders the API response string directly via dangerouslySetInnerHTML without any sanitization, so if the backend ever includes user-controlled or model-generated HTML (which can contain <script> tags), this will allow arbitrary JavaScript execution in the user's browser (XSS). [security]

Severity Level: Critical 🚨

Suggested change
<div className="prose max-w-none">
<div dangerouslySetInnerHTML={{ __html: result }} />
<div className="prose max-w-none whitespace-pre-wrap">
{result}
Why it matters? ⭐

The PR currently injects the API response into the DOM via dangerouslySetInnerHTML with no sanitization. If the backend or the model ever returns HTML containing scripts or attacker-controlled markup, this enables XSS in clients. Replacing the HTML injection with rendering the string as plain text (or sanitizing it) prevents script execution and fixes a real security vulnerability. The suggested change to render {result} as text (and use CSS like whitespace-pre-wrap) is a safe, straightforward mitigation.

Prompt for AI Agent 🤖
This is a comment left during a code review.

**Path:** app/generate/page.tsx
**Line:** 111:112
**Comment:**
	*Security: The component renders the API response string directly via `dangerouslySetInnerHTML` without any sanitization, so if the backend ever includes user-controlled or model-generated HTML (which can contain `<script>` tags), this will allow arbitrary JavaScript execution in the user's browser (XSS).

Validate the correctness of the flagged issue. If correct, How can I resolve this? If you propose a fix, implement it and please make it concise.

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codeant-ai bot commented Dec 15, 2025

Nitpicks 🔍

🔒 No security issues identified
⚡ Recommended areas for review

  • XSS risk
    The code renders server-provided HTML directly using dangerouslySetInnerHTML without sanitization. This can lead to cross-site scripting if the API returns attacker-controlled HTML. Validate or sanitize the HTML server-side or client-side before inserting it into the DOM.

  • Missing response status handling
    The fetch call assumes a successful JSON response. If the API returns a non-2xx status or a non-JSON body, response.json() may throw or you may set undefined data. Add checks for response.ok and handle error payloads and parsing errors explicitly.

  • Accessibility improvement
    Labels are present but not linked to inputs via htmlFor/id. This reduces form accessibility for assistive tech and clicking labels. Add id to inputs/select/textarea and htmlFor on labels.

  • Inconsistent form validation
    The submit button disabled expression checks title, industry and details, but omits experience. Meanwhile the experience select has required. This inconsistency can enable the button while experience is empty; either include experience in the disabled check or decide to make it optional.

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refacto-visz bot commented Dec 15, 2025

Refacto is reviewing this PR. Please wait for the review comments to be posted.

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codeant-ai bot commented Dec 15, 2025

CodeAnt AI finished reviewing your PR.

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refacto-visz bot commented Dec 15, 2025

Code Review: Job Description Generator - Critical Security & Reliability Issues

PR Confidence Score: 🟥 2 / 5

👍 Well Done
Form State Management

Clean controlled component implementation with proper React state handling and submission control

Input Validation

Form implements required field validation preventing empty submissions

📁 Selected files for review (1)
  • app/generate/page.tsx
📝 Additional Comments
app/generate/page.tsx (3)
Silent Error Handling

Errors are caught and logged to the console, but the user is not notified of the failure. The loading state is cleared, leaving the user unaware that the generation failed and unable to take corrective action.

Standards:

  • ISO-IEC-25010-Reliability-Recoverability
  • ISO-IEC-25010-Usability-User-Error-Protection
Missing Request Cancellation

The asynchronous fetch operation lacks an AbortSignal. If the component unmounts during the request, the fetch continues consuming bandwidth and attempts to update state on an unmounted component, potentially causing memory leaks.

Standards:

  • ISO-IEC-25010-Performance-Efficiency-Resource-Utilization
  • React-Effect-Cleanup-Pattern
Missing Error Handling

Generic error handling without user feedback could expose sensitive error information in browser console. Error details might leak internal API structure or validation failures.

Standards:

  • CWE-209
  • OWASP-A09
  • NIST-SSDF-RV.1

<div className="mt-6 p-4 bg-gray-50 rounded-lg">
<h2 className="text-lg font-medium mb-2">Generated Job Description:</h2>
<div className="prose max-w-none">
<div dangerouslySetInnerHTML={{ __html: result }} />
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XSS via dangerouslySetInnerHTML

Server response rendered directly as HTML without sanitization enables stored XSS attacks. Malicious job descriptions from backend could inject JavaScript executing in user browsers, leading to session hijacking and data theft.

            <div className="whitespace-pre-wrap">{result}</div>
Commitable Suggestion
Suggested change
<div dangerouslySetInnerHTML={{ __html: result }} />
<div className="whitespace-pre-wrap">{result}</div>
Standards
  • CWE-79
  • OWASP-A03
  • NIST-SSDF-PW.1

Comment on lines +20 to +27
const response = await fetch('/api/chat', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({
type: 'generate_jd',
content: formData
})
});
Copy link

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Missing HTTP Error Check

The fetch API does not reject promises on HTTP error status codes. The application proceeds to parse JSON without validating response.ok, potentially causing runtime errors or silent failures when the backend fails.

      const response = await fetch('/api/chat', {
        method: 'POST',
        headers: { 'Content-Type': 'application/json' },
        body: JSON.stringify({
          type: 'generate_jd',
          content: formData
        })
      });
      
      if (!response.ok) {
        throw new Error(`HTTP error! status: ${response.status}`);
      }
Commitable Suggestion
Suggested change
const response = await fetch('/api/chat', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({
type: 'generate_jd',
content: formData
})
});
const response = await fetch('/api/chat', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({
type: 'generate_jd',
content: formData
})
});
if (!response.ok) {
throw new Error(`HTTP error! status: ${response.status}`);
}
Standards
  • ISO-IEC-25010-Reliability-Fault-Tolerance
  • SRE-Error-Handling


<button
type="submit"
disabled={loading || !formData.title || !formData.industry || !formData.details}
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Incomplete Button Validation

The submit button's disabled state logic omits the experience field, which is marked as required in the form schema. This creates a logical inconsistency where the button becomes enabled before all mandatory fields are populated.

Standards
  • Business-Rule-Input-Validation
  • Logic-Verification-UI-Consistency

Comment on lines +20 to +26
const response = await fetch('/api/chat', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({
type: 'generate_jd',
content: formData
})
Copy link

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Missing CSRF Protection

Form submission lacks CSRF token protection allowing cross-site request forgery attacks. Attackers could trick authenticated users into generating malicious job descriptions through crafted websites.

Standards
  • CWE-352
  • OWASP-A01
  • NIST-SSDF-PW.1

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