HRSandbox · bring your own key

Test “ATS Resume Score Checker” with your own key

Paste an Anthropic, OpenAI, or OpenRouter key. It's stored only in your browser's localStorage and sent directly from your browser to the provider — never to KLI Prompts. We have no backend that can see it.

How this works (honestly)

  • Your key lives in localStorage on this device only.
  • The HTTP request to the LLM goes from your browser straight to api.anthropic.com / api.openai.com / openrouter.ai.
  • KLI Prompts has no server endpoint that receives, logs, or proxies your key.
  • Clear it any time — there's a button below.

Step 1 · Provider

Recommended for this prompt: any · temperature 0.4

Step 2 · Your API key

Saved to localStorage on this device. Never sent to KLI servers.

Step 3 · Fill the variables

Final prompt (sent to anthropic)

You are an expert ATS (Applicant Tracking System) analyst and resume coach.

Analyze the resume against the job description and return a JSON object with this EXACT structure:
{
  "matchScore": <integer 0-100>,
  "matchedKeywords": [<up to 20 skill/keyword strings found in both>],
  "missingSkills": [<up to 15 important JD skills/keywords missing from resume>],
  "rewrites": [
    {
      "original": "<exact bullet or phrase from the resume>",
      "suggested": "<ATS-optimized rewrite with action verb and metrics>",
      "reason": "<why this improves ATS score>"
    }
  ],
  "summary": "<1-2 sentence assessment>"
}

Rules:
- matchScore: realistic keyword overlap percentage (0-100)
- matchedKeywords: exact skills, technologies, tools, certifications appearing in both
- missingSkills: critical JD requirements not in resume — focus on hard skills
- rewrites: pick up to 5 of the weakest resume bullets; rewrite with strong action verbs and quantifiable impact
- Return ONLY valid JSON, no markdown fences, no commentary

JOB DESCRIPTION:
{{parsed}}

RESUME:
{{resume_text}}

Output — will stream here

Nothing yet. Fill in variables and click Run.

Prompt slug: ats-resume-score-checker

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