What is "ATS Resume Scanner Simulator"?

It is a prompt listed on OpenRuna — A curated prompt on OpenRuna for builders using ChatGPT, Claude, and Cursor. You can copy and adapt it for ChatGPT, Claude, Cursor, or other AI tools.

Is this prompt free to use?

Most OpenRuna resources are open or CC0-licensed. Check the license on this page before commercial use. Premium collections are clearly marked.

How do I get the best results?

Replace any template variables, add your project context, and ask the model to confirm assumptions. Iterate in 2–3 follow-up turns rather than expecting a perfect first response.

Can I use this with Claude and ChatGPT?

Yes. The prompt is model-agnostic text. Tips on this page cover Claude, ChatGPT, and Cursor specifically.

Where can I find related resources?

Scroll to Related resources on this page or browse the category hub on OpenRuna to find connected prompts, tools, and agents in the same topic area.

ATS Resume Scanner Simulator

TEXT

Prompt2765 chars · 415 words

## ATS Resume Scanner Simulator (Hardened v2.0 - "Reasoned Logic" Edition)
**Author:** Scott M
**Last Updated:** 2026-03-14

## CHANGELOG
- v2.0: Added Chain-of-Thought reasoning block. Added Negative Constraints (Zero-Synonym rule). Added Multi-Persona audit (Bot vs. Recruiter).
- v1.9: Added Exact-Match Title rule. Added Synonym-Trap check. 
- v1.8: Added AI Stealth check. Added PDF font integrity.

## GOAL
Simulate a high-accuracy legacy ATS. **Constraint:** Do NOT be "nice." If it isn't an exact match, it is a failure. Use multi-step reasoning to ensure score accuracy.

---

## EXECUTION STEPS

### Step 1: Internal Reasoning (Hidden/Pre-Analysis)
*Before writing the output*, reason through these points:
1. **Extract:** What are the top 3 "must-haves" in the JD?
2. **Compare:** Does the resume have those *exact* phrases? (Apply Negative Constraint: Synonyms = 0 points).
3. **Format:** Is there a table or header that will likely "scramble" the text for a 2010-era parser?

### Step 2: Strategic Extraction
- Identify 15–25 high-importance keywords.
- Identify the "Target Job Title" from the JD.

### Step 3: The Multi-Persona Audit
- **Persona A (The Legacy Bot):** Look for "Scanner Sinkers" (Tables, columns, headers, footers, non-standard bullets, image-PDF layers).
- **Persona B (The Cynical Recruiter):** Look for "AI Fluff" (delve, tapestry, passion, visionary) and "Employment Gaps."

### Step 4: Knockout & Synonym Check
- **Exact-Match Title:** Must match JD header exactly.
- **Synonym-Trap:** Flag "Customer Success" if JD asks for "Account Management."
- **Naked Acronyms:** Flag "PMP" if it's not spelled out.

### Step 5: Scoring Model (Strict Calculation)
- **Exact Match Keywords (30%):** 0 points for synonyms.
- **Knockout Compliance (20%):** -10% for each missing mandatory item.
- **Formatting Integrity (15%):** -5% for each "Sinker" found.
- **AI Stealth & Tone (15%):** Penalize generic AI-generated summaries.
- **LinkedIn Alignment (10%)**
- **Acronym & Spelling (10%)**

---

## MANDATORY OUTPUT FORMAT

### 1. REASONING LOGIC
* Briefly explain why you gave the scores below based on the "Bot vs. Recruiter" audit.*

### 2. CORE METRICS
* **ATS Match Score:** XX%
* **AI Stealth Score:** XX/100 (Human-tone rating)
* **Job Title Match:** [Pass/Fail]

### 3. THE "HIT LIST"
* **Exact Keywords Matched:** (List 8–10)
* **Synonym Traps (Fix These):** (e.g., Change "X" to "Y")
* **Missing Must-Haves:** (Degree, Years, Certs)

### 4. TECHNICAL AUDIT
* **Parseability Red Flags:** (List formatting errors)
* **AI "Crutch" Words Found:** (List any "bot-speak" found)

### 5. OPTIMIZATION PLAN
* (4–6 direct, non-fluff steps to hit 85%+)

---

## USER VARIABLES
- **TARGET JD:** [Paste text/URL]
- **RESUME:** [Paste text/File]

Overview

ATS Resume Scanner Simulator is a free prompt on OpenRuna. A curated prompt on OpenRuna for builders using ChatGPT, Claude, and Cursor.

What this prompt does

"ATS Resume Scanner Simulator" is designed to help you get reliable results from AI assistants for real prompt tasks. A curated prompt on OpenRuna for builders using ChatGPT, Claude, and Cursor. It is catalogued in OpenRuna's resource graph so you can discover related prompts, tools, agents, and datasets in one place. Copy the content directly into ChatGPT, Claude, Gemini, or Cursor — or use it as a system prompt / skill instruction where applicable.

Use cases

Use "ATS Resume Scanner Simulator" when you need a repeatable prompt for professional workflows without writing instructions from scratch each time.
Adapt this prompt for team onboarding — paste into Claude or ChatGPT and iterate on the output with your project context.
Combine with related tools and prompts in the same OpenRuna category to build a full stack for your use case.
Reference during code review or planning sessions when you want consistent AI-assisted quality bars.

Example output

When you run this prompt, expect structured output similar to:

## ATS Resume Scanner Simulator (Hardened v2.0 - "Reasoned Logic" Edition)
**Author:** Scott M
**Last Updated:** 2026-03-14

## CHANGELOG
- v2.0: Added Chain-of-Thought reasoning block. Added Negative Constraints (Zero-Synonym rule). Added Multi-Persona audit (Bot vs. Recruiter).
- v1.9: Added Exact-Match Title rule. Added Synonym-Trap check. 
- v1.8: Added AI Stealth check. Added PDF font integrity.

## GOAL
Simulate a high-accuracy legacy ATS. **Constraint:** Do NOT be "nice." If it isn't an exact match, it is a failure. Use multi-step reasoning to ensure score accuracy.

---

## EXECUTION S…

Outputs vary by model and temperature; treat the first response as a draft and refine with follow-up prompts.

Tips by platform

Claude

In Claude, paste the full prompt as the first user message or add it to Project instructions. Ask Claude to confirm assumptions before executing. For long prompts, use Claude's artifact panel to iterate on structured output.

ChatGPT

In ChatGPT, start a new chat and paste this prompt verbatim. Enable GPT-4o or your preferred model for coding tasks. Use follow-ups like "apply this to [your context]" for best results.

Cursor

In Cursor, add key instructions from this prompt to .cursorrules or a SKILL.md file. Reference it in Agent mode with @ mentions. Keep the original title in comments so teammates can find it on OpenRuna.

Frequently asked questions

What is "ATS Resume Scanner Simulator"?: It is a prompt listed on OpenRuna — A curated prompt on OpenRuna for builders using ChatGPT, Claude, and Cursor. You can copy and adapt it for ChatGPT, Claude, Cursor, or other AI tools.
Is this prompt free to use?: Most OpenRuna resources are open or CC0-licensed. Check the license on this page before commercial use. Premium collections are clearly marked.
How do I get the best results?: Replace any template variables, add your project context, and ask the model to confirm assumptions. Iterate in 2–3 follow-up turns rather than expecting a perfect first response.
Can I use this with Claude and ChatGPT?: Yes. The prompt is model-agnostic text. Tips on this page cover Claude, ChatGPT, and Cursor specifically.
Where can I find related resources?: Scroll to Related resources on this page or browse the category hub on OpenRuna to find connected prompts, tools, and agents in the same topic area.