RunPrompt Pro
deepseek Deep Reasoning
β˜… 4.97 (3.490 uses)

DeepSeek R1 Architecture & Security Vulnerability Code Auditor

Engineered specifically for DeepSeek R1 and reasoning models. Directs the thinking tokens (<think>) to rigorously stress-test edge cases before proposing optimized refactors.

Verified for 2026 Engine Updates β€’ Last Updated: 2026-10-30

Parametric Customizer & Compiler Live Tool

Adjust the variables below. The prompt code and API payload update dynamically in real time.

3490 uses

Specifies runtime semantics and memory safety models.

Focuses the reasoning tokens onto specific attack vectors.

Balances micro-optimization vs readability.

Paste your functions or API controllers here.

Ready-to-Run Compiled Prompt
0 words β€’ 0 tokens β€’ Est: <$0.0001
You are a Principal Security Engineer and Systems Performance Architect. Perform an exhaustive deep-reasoning code audit on the provided snippet.

### TARGET ENVIRONMENT:
- Language/Runtime: TypeScript / Node.js 22
- Security Profile: OWASP Top 10 API Security + Input Sanitization
- Optimization Priority: Sub-millisecond latency & zero memory leaks

### CODE UNDER AUDIT:
```TypeScript / Node.js 22
async function transferFunds(fromUserId, toUserId, amount) {
  const sender = await db.getUser(fromUserId);
  if (sender.balance >= amount) {
    await db.updateBalance(fromUserId, -amount);
    await db.updateBalance(toUserId, amount);
    return { success: true };
  }
  return { success: false };
}
```

### AUDIT PROTOCOL:
1. **Chain of Thought Analysis**:
   - Deconstruct execution flow step-by-step.
   - Identify race conditions, deadlock scenarios, unbounded memory allocations, and edge cases (null pointers, integer overflow, improper error unwrapping).
   - Check for security vulnerabilities matching the OWASP Top 10 API Security + Input Sanitization standard.

2. **Severity Matrix Table**:
   - List findings categorized by Severity (Critical, High, Medium, Low), Affected Lines, and Vulnerability Type (e.g. CWE-89, Reentrancy, Denial of Service).

3. **Hardened Production Refactor**:
   - Provide the fully rewritten, typesafe, production-grade implementation.
   - Include detailed inline comments explaining the mitigation logic.

4. **Benchmark & Complexity Delta**:
   - Compare Time Complexity and Space Complexity Before vs. After.
   - List 3 unit test cases specifically targeting the discovered edge cases.
Explore DeepSeek R1 (Open API)

State of the art open reasoning model for developers and researchers.

⚑
Featured AI Partner Verified

Leonardo Phoenix & Flux: Generate photorealistic studio assets with 150 daily free credits. Zero setup required.

πŸ“Έ Real Sample Outputs & Verified Results

Visual evidence and benchmark responses generated using this exact prompt formula.

### DeepSeek R1 Audit Sample Summary: **Critical Vulnerability Found:** Time-of-Check to Time-of-Use (TOCTOU) Race Condition (CWE-367). If two concurrent requests execute `transferFunds()` simultaneously, both can pass `sender.balance >= amount` before either deduction occurs, resulting in **double-spending** and negative balances. **Refactor Fix:** Utilized PostgreSQL `SELECT ... FOR UPDATE` row-level pessimistic locking wrapped in an atomic database transaction with retry logic.
DeepSeek R1 pinpointing concurrency flaw and generating atomic transaction refactor.

πŸ”¬ Prompt Engineering Anatomy

Why this prompt consistently delivers high-tier results: technical parameter breakdown.

1 Targeted Chain of Thought Protocol

DeepSeek R1 and OpenAI o1/o3 perform drastically better when explicitly instructed to simulate concurrent execution flows before printing code.

PRO TIP: Instructing the model to generate unit tests specifically for the failure mode prevents recurrence.
2 Severity Matrix Table Request

Standardizes output into a readable executive report that can be copy-pasted into Jira or security audits.

PRO TIP: Specifying CWE (Common Weakness Enumeration) ensures industry-standard taxonomy.

πŸ’¬ Frequently Asked Questions

Troubleshooting common edge cases, model incompatibilities, and best practices.

Can I run this using the DeepSeek API or open weights locally via Ollama?

Yes! You can run DeepSeek-R1 via the official API or use Ollama (`ollama run deepseek-r1:14b` or `32b`) on your local workstation with zero subscription fees.

Is DeepSeek R1 safe for proprietary code audits?

When using local models via Ollama or enterprise endpoints with zero-data-retention, your code never leaves your private infrastructure.

Explore Related AI Coding & Rulesets Prompts View all β†’

πŸš€ Community Showcase

Submit Your Proven AI Prompt

Share your best prompt formula. Approved prompts get featured on RunPrompt with a backlink to your profile or website!

Prompts & Generative Tools
flux Cyberpunk Tokyo Streetwear Character Portrait Generator
Character & Fashion Concepts
claude ATS-Proof Executive Resume & Metric-Driven CV Rewrite Prompt
Career & Executive Growth
deepseek DeepSeek R1 Architecture & Security Vulnerability Code Auditor
AI Coding & Rulesets
cursor Cursor AI (.cursorrules) for Next.js 15, React 19 & Tailwind CSS
AI Coding & Rulesets
midjourney Luxury Perfume Studio Product Photography Prompt Generator
E-Commerce & Product Mockups
chatgpt High-Converting B2B SaaS Landing Page Copy Mega-Prompt
Direct Response Copywriting
cursor FastAPI, PostgreSQL & Supabase Production (.cursorrules)
AI Coding & Rulesets
flux Cinematic AI Video Camera Movement & Motion Generator
AI Video & Camera Motion
midjourney Minimalist 3D Claymorphic iOS App Icon & Logo Generator
Logos & App Icons
claude Viral Twitter / X Long-Form Educational Thread Architect
Social Media & Viral Growth
midjourney Malibu Oceanfront Brutalist Luxury Villa Architectural Digest Render
Architecture & Interior Design
cursor React Native & Expo Router Mobile App Production (.cursorrules)
AI Coding & Rulesets
claude 2026 Google AI Overviews & Semantic Entity Cluster Architecture Mega-Prompt
Search Strategy & Semantic SEO
midjourney Amazon A+ Content & Shopify Lifestyle Product Mockup Generator
E-Commerce & Amazon A+
deepseek Solidity Smart Contract Reentrancy & Flash Loan Attack Auditor
Blockchain & Smart Contracts
claude Hyper-Personalized B2B Cold Email Sequence with 40%+ Open Rates
B2B Sales & Cold Outreach
flux Invisible Ghost Mannequin Apparel & Fashion Mockup Generator
Fashion & Ghost Mannequin
flux Surreal Seamless Morphing & Physics Transformation Video Prompt
AI Video & Camera Motion
↑ ↓ Navigate ↡ Select
RunPrompt Spotlight
πŸ•’

Recent Generations

Your last 10 customized prompts generated in this session. Saved privately in your browser.

No recent prompts yet. Customize and copy any prompt to see your history here!
0 items stored