Security Code Review

SkillSecurity

Lets your agent review a pull request for security risks like secrets, injection, and authorization bypasses.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Security Code Review skill

About this capability

Review a PR, or a PR linked to an issue, for security risks. Check nine categories and report PASS, WARNING, or FAIL. Use when reviewing code for vulnerabilities, secrets, injection, authorization bypasses, or unsafe configuration. Trigger keywords - security review, code review, appsec, vulnerabili

What this skill tells your AI

The instructions your AI receives, as published by nvidia/nemoclaw in .agents/skills/nemoclaw-maintainer-security-code-review/SKILL.md and read by ahel’s review.

Review the changes in a GitHub PR for security. An issue input must identify one open linked PR. Report a verdict for each category.

Prerequisites

  • gh (GitHub CLI) must be installed and authenticated.
  • git must be available.
  • Network access to clone repositories and fetch PR metadata.

Step 1: Parse the GitHub URL

If the user gives a PR or issue URL, extract the owner, repository, and number. Otherwise, ask for the URL.

Supported URL formats:

  • https://github.com/OWNER/REPO/pull/NUMBER
  • https://github.com/OWNER/REPO/issues/NUMBER

For a PR URL, verify the number before Step 2:

gh pr view <number> --repo OWNER/REPO --json number,url

For an issue URL, list its open closing PRs:

gh issue view <number> --repo OWNER/REPO --json closedByPullRequestsReferences \
  --jq '.closedByPullRequestsReferences | map(select(.state == "OPEN")) | .[].number'

Continue only when this returns one PR number, and verify that number with gh pr view. If it returns zero or more than one, stop and ask for the PR URL. Use the verified PR number in each later command.

Step 2: Check Out the Code

Compare gh repo view --json nameWithOwner -q .nameWithOwner with the URL. If the repositories match, check out the verified PR:

gh pr checkout <number>

If the repositories do not match, clone the target to a temporary directory:

REVIEW_DIR=$(mktemp -d)
gh repo clone OWNER/REPO "$REVIEW_DIR"
cd "$REVIEW_DIR"
gh pr checkout <number>

Step 3: Identify Changed Files

List all files changed from the base branch:

git diff main...HEAD --name-status

If the PR targets another branch, use that branch as the base. Check it with:

gh pr view <number> --json baseRefName -q .baseRefName

Step 4: Read Each Changed File and Diff

Read each changed file. Read its diff:

git diff main...HEAD -- <file>

If a PR changes more than 30 files, review them in this order:

  1. Files that handle authentication, authorization, or credentials.
  2. Files that process user input (API handlers, CLI argument parsing, URL parsing).
  3. Configuration files (Dockerfiles, YAML policies, environment configs).
  4. New dependencies (package.json, requirements.txt, go.mod changes).
  5. Everything else.

Step 5: Analyze Against the Security Rubric

Read the canonical Security Rubric. Independently evaluate the completed change against every category, including its trust-boundary questions and expected evidence. Do not rely on planning or implementation conclusions as review evidence.

For each of the nine categories, assign a verdict:

  • Use PASS when you find no issue. Give a short reason.
  • Use WARNING for a concern. Describe the risk and fix.
  • Use FAIL for a vulnerability. Describe its impact, severity, and fix.

Step 6: Produce the Report

Structure the output as follows:

Verdict

One paragraph summarizing the risk and whether the PR is safe to merge.

Findings Table

One row per finding:

#CategorySeverityFile:LineDescriptionRecommendation

If there are no findings, state that the review found none.

Detailed Analysis

For each category, give its PASS, WARNING, or FAIL verdict and reason.

Files Reviewed

List every file analyzed.

Important Notes

  • If the PR has no changed files, state that result and stop the review.
  • If no changed or reviewable security surface exists, state that result and stop the review.
  • Review security surfaces in drafts, including Dockerfiles, workflows, network policies, blueprints, dependencies, and security configuration.
  • For NemoClaw PRs, check SSRF bypasses, Dockerfile injection, network-policy bypasses, credential leaks, and blueprint changes.
  • Do not skip a category. If a category does not apply, mark it PASS and state why.
  • If severity is uncertain, use WARNING instead of PASS.

Signals

GitHub stars
22k
Forks
3k
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
nemoclaw-maintainer-security-code-review
Source
github.com/nvidia/nemoclaw