Use case · continuous security

Continuous Security Audits with AI

Set up nightly AI security audits, OWASP Top 10, dependency CVEs, secret detection, HIPAA / GDPR / SOC 2 compliance. Headless, opens issues for findings, runs while you sleep. Uses Claude Code /loop scheduled tasks.

Short answer

Install `secure` + `pentest` + `dependency-scan` skills. Schedule them via Claude Code /loop to run nightly at 3 AM. Open one issue per finding, severity-ranked. Critical / high findings page Slack; medium / low go to the triage queue. Wake up to a prioritized list, not a surprise.

Security debt compounds quietly until the day it doesn't. The 2026 best practice: schedule continuous audits, treat findings as a queue, fix the high-severity items before merge. Below is the recipe, install three skills, schedule them via Claude Code /loop, route findings to the right place.

Step-by-step

  1. 1

    Install the security trio

    secure (full-stack posture + 0-100 score), pentest (static-analysis pen test with PoC payloads), dependency-scan (CVE scan with auto-fix-safe patches).

    $ npx @skills-hub-ai/cli install secure pentest dependency-scan
  2. 2

    Add the schedule

    Edit .claude/schedules.yml to add a nightly run at 3 AM. The schedule pins the skill version so a skill regression can't break your security audit.

  3. 3

    Configure finding handlers

    Critical / high → Slack notification + GitHub issue. Medium / low → GitHub issue only. Auto-fix-safe dependency patches → automated PR with the diff + changelog summary.

  4. 4

    Add the pre-merge gate

    Run the same skills on every PR (via /loop or GitHub Actions) but block merge only on critical / high. Medium / low can ship with human approval.

  5. 5

    Compliance bundles (if needed)

    For HIPAA / GDPR / SOC 2, install the corresponding compliance skill. Schedule them quarterly. They map findings to the specific CFR sections or controls, audit-ready output.

Skills installed in this recipe

securepentestdependency-scanowasphipaagdprsoc2loop

Frequently asked questions

Does this replace a paid pentest?

No, it catches the obvious issues (SQLi, broken auth, leaked secrets, vulnerable deps) so the human pentest can focus on business-logic and edge-case vulnerabilities. Most teams still do an annual paid pentest plus continuous AI audits.

How many false positives?

Modern security skills tune for low false-positive rates, typically 5-10% of high-severity findings need human judgment. Set the gate to block on critical only and triage high/medium daily.

Cost per audit?

Nightly full-repo audit on a 100K LOC codebase: $2-$8/night depending on the model. Annual: $700-$3,000. Cheaper than a single security incident.

Which AI tool supports /loop scheduled tasks?

Claude Code has it native (since March 2026). For other tools, use GitHub Actions on a cron schedule running the same skills. Either way, the skills are the same.

What if I need a specific compliance framework?

The hipaa, gdpr, and soc2 skills map findings to specific CFR / TSC sections. The pentest skill emits proof-of-concept payloads. The owasp skill audits against the 2021 Top 10.

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