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Reported by sourceThe source says this happened. Top 200 Repos has not reproduced it.

Check every pull request for security flaws with Claude Code’s security review action

Anthropic’s security review GitHub Action has Claude Code read each pull request diff, filter likely false positives and comment on risky lines; the same checks run locally with /security-review.

The problem

How it works

Anthropic released two ways to have Claude Code look for vulnerabilities. In the terminal, /security-review checks pending changes for problems such as injection, cross-site scripting, broken authentication and insecure data handling, and Claude can then be asked to fix what it found. In CI, the open-source claude-code-security-review GitHub Action runs on each pull request, analyses only the changed files, drops findings in categories it treats as noisy (such as denial of service or rate limiting) and posts inline comments with severity and suggested fixes. Teams can add their own scanning and false-positive instructions.

Results and limitations

Anthropic says it uses the action on its own code. Its examples: the action flagged a remote code execution flaw reachable through DNS rebinding in a local HTTP server for an internal tool, and an SSRF risk in an internal credentials proxy, both fixed before merging. These are vendor claims, not independent results.

Before you try it

The README says the action is not hardened against prompt injection and should review only trusted pull requests; require maintainer approval before workflows run on outside contributors’ changes. It needs an Anthropic API key enabled for Claude Code, stored as a repository secret. Treat it as an extra reviewer, not a replacement for a security audit, and expect some false positives and misses. Results depend on your setup and were not independently reproduced by Top 200 Repos.

Tools and repositories

Tools
Claude Code · GitHub Actions
Prerequisites
A GitHub repository and an Anthropic API key enabled for Claude Code; the /security-review command needs Claude Code installed.

Try it yourself: Ask for a focused security review before you commit

Fill the fields to adapt the prompt. Empty fields stay as visible [placeholders].

Preview
Review my uncommitted changes for security problems only. This is a [Type of application] that handles [Sensitive data it handles]. Pay special attention to [Areas to focus on]. For each finding give the file and line, how an attacker could exploit it, a severity and a minimal fix. Skip style issues and theoretical problems you cannot tie to a concrete exploit path. Do not change any code until I choose which findings to fix.

Run it on a branch, and have a person confirm each finding before the fix is merged.

Related videos

About anthropics/claude-code

About anthropics/claude-code

Independent creators. Listing a video implies no endorsement, sponsorship or partnership.

Sources

  1. Automate security reviews with Claude Code (opens in a new tab)

    Vendor post · claude.com · Published 6 Aug 2025 · Source checked 12 Nov 2026, 10:07 UTC

    What this source supports
    • Introduced the /security-review command and a GitHub Action for automated security reviews
    • The command checks for SQL injection, XSS, authentication flaws, insecure data handling and dependency issues, and Claude can implement fixes
    • The action reviews new pull requests, filters false positives and posts inline comments
    • Anthropic says the action caught an RCE via DNS rebinding and an SSRF vulnerability in its own code before merge
  2. anthropics/claude-code-security-review (opens in a new tab)

    Project documentation · github.com · Undated · Source checked 12 Nov 2026, 09:55 UTC

    What this source supports
    • The action is diff-aware, comments on PRs and applies false-positive filtering
    • It excludes categories such as denial of service, rate limiting and open redirects by default
    • Not hardened against prompt injection; use only on trusted PRs with approval required for external contributors
    • Needs an Anthropic API key enabled for Claude API and Claude Code; MIT licence
Report a problem

Reported by source

Review pull requests automatically with Claude in GitHub Actions

Install the Claude Code GitHub Action so Claude reviews each pull request with inline comments and responds to @claude requests.

code.claude.comanthropics/claude-code
Reported by source

Answer technical questions by letting async agents run experiments

Simon Willison sends research questions to cloud coding agents such as Claude Code for web and Codex Cloud, which write and run experiments in a dedicated repo and open a PR.

simonwillison.net · 6 Nov 2025anthropics/claude-code, openai/codex
Planned, not done

Build a formula-driven Excel model with the Claude xlsx skill

Install Anthropic's xlsx skill in Claude Code so the agent writes live formulas, recalculates the workbook with LibreOffice and checks it for formula errors.

github.comanthropics/skills, anthropics/claude-code
Reported by source

Build an on-call investigation agent from your own alert history

Goutham Veeramachaneni connected Claude Code to Grafana's gcx CLI, his code and runbooks, then trained its skill on two weeks of past pages for his services.

gouthamve.dev · 21 Apr 2026anthropics/claude-code
Reported by source

Get a new OCR model running on unfamiliar GPU hardware with Claude Code in a sandbox

Simon Willison gave Claude Code full permissions inside a Docker container on an NVIDIA Spark and had it get DeepSeek-OCR working; it took four prompts and under 40 minutes, with one nudge from him.

simonwillison.net · 20 Oct 2025anthropics/claude-code, pytorch/pytorch, huggingface/transformers
Reported by source

Let a coding agent run overnight ML training experiments

Point a coding agent at autoresearch so it edits a small GPT training script, runs short timed experiments and keeps what improves.

github.comkarpathy/autoresearch, anthropics/claude-code, openai/codex

More with Claude Code

Reported by source

Run unattended ML training experiments with autoresearch

Red Hat's Roy Belio containerized Karpathy's autoresearch on OpenShift AI with H100 GPUs and let Claude Code run 198 training experiments over 24 hours.

developers.redhat.com · 7 Apr 2026karpathy/autoresearch, anthropics/claude-code
Reported by source

Trace a disk-filling production bug from core dumps with an agent

B12 CTO Adam Marcus used Claude Code to analyze gigabyte core dumps filling web server disks and traced them to an RSS endpoint reading an endless radio stream.

blog.marcua.net · 28 Jan 2026anthropics/claude-code
Reported by source

Give Claude your Google Calendar and Gmail through a self-run MCP server

The open-source Google Workspace MCP server exposes Calendar, Gmail and other Workspace tools to Claude Desktop, Claude Code and other MCP clients, using your own OAuth client and optional read-only mode.

github.com

View all: Claude Code