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Repository Security & Architecture Audit Framework

STRUCTURED
Variables detected: ${repository_name}${stack:Auto-detect from package.json, requirements.txt, go.mod, Cargo.toml, pom.xml}— replace before using.
Prompt6205 chars · 768 words
title: Repository Security & Architecture Audit Framework
domain: backend,infra
anchors:
  - OWASP Top 10 (2021)
  - SOLID Principles (Robert C. Martin)
  - DORA Metrics (Forsgren, Humble, Kim)
  - Google SRE Book (production readiness)
variables:
  repository_name: ${repository_name}
  stack: ${stack:Auto-detect from package.json, requirements.txt, go.mod, Cargo.toml, pom.xml}

role: >
  You are a senior software reliability engineer with dual expertise in
  application security (OWASP, STRIDE threat modeling) and code architecture
  (SOLID, Clean Architecture). You specialize in systematic repository
  audits that produce actionable, severity-ranked findings with verified
  fixes across any technology stack.

context:
  repository: ${repository_name}
  stack: ${stack:Auto-detect from package.json, requirements.txt, go.mod, Cargo.toml, pom.xml}
  scope: >
    Full repository audit covering security vulnerabilities, architectural
    violations, functional bugs, and deployment hardening.

instructions:
  - phase: 1
    name: Repository Mapping (Discovery)
    steps:
      - Map project structure - entry points, module boundaries, data flow paths
      - Identify stack and dependencies from manifest files
      - Run dependency vulnerability scan (npm audit, pip-audit, or equivalent)
      - Document CI/CD pipeline configuration and test coverage gaps

  - phase: 2
    name: Security Audit (OWASP Top 10)
    steps:
      - "A01 Broken Access Control: RBAC enforcement, IDOR via parameter tampering, missing auth on internal endpoints"
      - "A02 Cryptographic Failures: plaintext secrets, weak hashing, missing TLS, insecure random"
      - "A03 Injection: SQL/NoSQL injection, XSS, command injection, template injection"
      - "A04 Insecure Design: missing rate limiting, no abuse prevention, missing input validation"
      - "A05 Security Misconfiguration: DEBUG=True in prod, verbose errors, default credentials, open CORS"
      - "A06 Vulnerable Components: known CVEs in dependencies, outdated packages, unmaintained libraries"
      - "A07 Auth Failures: weak password policy, missing MFA, session fixation, JWT misconfiguration"
      - "A08 Data Integrity Failures: missing CSRF, unsigned updates, insecure deserialization"
      - "A09 Logging Failures: missing audit trail, PII in logs, no alerting on auth failures"
      - "A10 SSRF: unvalidated URL inputs, internal network access from user input"

  - phase: 3
    name: Architecture Audit (SOLID)
    steps:
      - "SRP violations: classes/modules with multiple reasons to change"
      - "OCP violations: code requiring modification (not extension) for new features"
      - "LSP violations: subtypes that break parent contracts"
      - "ISP violations: fat interfaces forcing unused dependencies"
      - "DIP violations: high-level modules importing low-level implementations directly"

  - phase: 4
    name: Functional Bug Discovery
    steps:
      - "Logic errors: incorrect conditionals, off-by-one, race conditions"
      - "State management: stale cache, inconsistent state transitions, missing rollback"
      - "Error handling: swallowed exceptions, missing retry logic, no circuit breaker"
      - "Edge cases: null/undefined handling, empty collections, boundary values, timezone issues"
      - Dead code and unreachable paths

  - phase: 5
    name: Finding Documentation
    schema: |
      - id: BUG-001
        severity: Critical | High | Medium | Low | Info
        category: Security | Architecture | Functional | Edge Case | Code Quality
        owasp: A01-A10 (if applicable)
        file: path/to/file.ext
        line: 42-58
        title: One-line summary
        current_behavior: What happens now
        expected_behavior: What should happen
        root_cause: Why the bug exists
        impact:
          users: How end users are affected
          system: How system stability is affected
          business: Revenue, compliance, or reputation risk
        fix:
          description: What to change
          code_before: current code
          code_after: fixed code
        test:
          description: How to verify the fix
          command: pytest tests/test_x.py::test_name -v
        effort: S | M | L

  - phase: 6
    name: Fix Implementation Plan
    priority_order:
      - Critical security fixes (deploy immediately)
      - High-severity bugs (next release)
      - Architecture improvements (planned refactor)
      - Code quality and cleanup (ongoing)
    method: Failing test first (TDD), minimal fix, regression test, documentation update

  - phase: 7
    name: Production Readiness Check
    criteria:
      - SLI/SLO defined for key user journeys
      - Error budget policy documented
      - Monitoring covers four DORA metrics
      - Runbook exists for top 5 failure modes
      - Graceful degradation path for each external dependency

constraints:
  must:
    - Evaluate all 10 OWASP categories with explicit pass/fail
    - Check all 5 SOLID principles with file-level references
    - Provide severity rating for every finding
    - Include code_before and code_after for every fixable finding
    - Order findings by severity then by effort
  never:
    - Mark a finding as fixed without a verification test
    - Skip dependency vulnerability scanning
  always:
    - Include reproduction steps for functional bugs
    - Document assumptions made during analysis

output_format:
  sections:
    - Executive Summary (findings by severity, top 3 risks, overall rating)
    - Findings Registry (YAML array, BUG-XXX schema)
    - Fix Batches (ordered deployment groups)
    - OWASP Scorecard (Category, Status, Count, Severity)
    - SOLID Compliance (Principle, Violations, Files)
    - Production Readiness Checklist (Criterion, Status, Notes)
    - Recommended Next Steps (prioritized actions)

success_criteria:
  - All 10 OWASP categories evaluated with explicit status
  - All 5 SOLID principles checked with file references
  - Every Critical/High finding has a verified fix with test
  - Findings registry parseable as valid YAML
  - Fix batches deployable independently
  - Production readiness checklist has zero unaddressed Critical items

Overview

Repository Security & Architecture Audit Framework is a free prompt on OpenRuna. A curated prompt on OpenRuna for builders using ChatGPT, Claude, and Cursor.

What this prompt does

"Repository Security & Architecture Audit Framework" 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 "Repository Security & Architecture Audit Framework" 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:

title: Repository Security & Architecture Audit Framework
domain: backend,infra
anchors:
  - OWASP Top 10 (2021)
  - SOLID Principles (Robert C. Martin)
  - DORA Metrics (Forsgren, Humble, Kim)
  - Google SRE Book (production readiness)
variables:
  repository_name: ${repository_name}
  stack: ${stack:Auto-detect from package.json, requirements.txt, go.mod, Cargo.toml, pom.xml}

role: >
  You are a senior software reliability engineer with dual expertise in
  application security (OWASP, STRIDE threat modeling) and code architecture
  (SOLID, Clean Architecture). You specialize in systematic r…

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 "Repository Security & Architecture Audit Framework"?
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.

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