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Probably-Group
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security-auditing

Conduct security audits, classify findings by severity and CWE, and produce remediation reports.

3|1|Updated Dec 3, 2025
Search Tags:#vulnerability assessment#security audit#audit logging#compliance reporting#secrets detection#remediation tracking
One-click install
npx skills add https://github.com/Probably-Group/Dev-AID --skill security-auditing-probably-group
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: security-auditing
Source: https://github.com/Probably-Group/Dev-AID/tree/main/.dev-aid/skills/expert/security-auditing
Command: npx skills add https://github.com/Probably-Group/Dev-AID --skill security-auditing-probably-group

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and assets (resource) components.

What problem does it solve?

This Skill helps you conduct security audits by producing structured vulnerability assessments, compliance-oriented evidence, and remediation tracking without leaking sensitive details or skipping required verification steps.

Core Features & Use Cases

  • Vulnerability assessment with proof expectations: Guides how to classify findings by severity/exploitability and structure reports with CWE mapping and remediation guidance.
  • Security-compliant auditing workflow: Enforces audit-trail integrity, evidence preservation, secret redaction, and report templates for audit readiness.
  • Tool-guided scanning patterns: Recommends multi-tool SAST, secrets detection, and dependency vulnerability auditing workflows (e.g., Semgrep/Bandit, Gitleaks/TruffleHog, pip-audit/Trivy) for comprehensive coverage.

Use case example: Audit a repository for exposed credentials, insecure coding patterns, and vulnerable dependencies, then generate a prioritized, compliance-aligned report with actionable remediation steps and verified evidence.

Quick Start

Use the security-auditing Skill to audit the target scope for vulnerabilities and produce a structured audit report with severity-ranked findings and remediation guidance.

Frequently Asked Questions about security-auditing

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run a security audit on a repository and generate a compliance report?▼

Run a security audit by scanning the target scope for exposed credentials, insecure patterns, and vulnerable dependencies, then generate a prioritized, compliance-aligned report with severity-ranked findings and remediation guidance.

What is vulnerability assessment with CWE mapping and severity classification?▼

Vulnerability assessment identifies security weaknesses, classifies findings by severity and exploitability, and structures reports with CWE mapping to provide actionable, compliance-ready remediation outputs.

How does audit logging work for security compliance and evidence integrity?▼

Audit logging enforces tamper-evident evidence preservation and secret redaction throughout the security auditing workflow, ensuring infrastructure compliance assessments maintain strict anti-leak handling requirements.

Can I use SAST and secrets detection tools like Semgrep and Gitleaks for vulnerability scanning?▼

Yes, the security auditing workflow recommends multi-tool SAST, secrets detection, and dependency vulnerability scanning using tools like Semgrep, Bandit, Gitleaks, TruffleHog, pip-audit, and Trivy for comprehensive coverage.

What's the best way to track remediation for security vulnerabilities found during an audit?▼

Track remediation by classifying findings with structured severity and CWE mapping, then producing compliance-ready outputs with verified evidence and actionable remediation steps for each identified vulnerability.

How do I detect exposed secrets and credentials in my source code during a security audit?▼

Detect exposed secrets by applying multi-source vulnerability and secret scanning guidance that enforces secret redaction and strict anti-leak evidence handling throughout the audit workflow.

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