A set of open-source workflows called "claude-code-workflows," which automates code, security, and design reviews on top of Claude Code, has been published on GitHub and is drawing developer attention. Offered under the MIT license, it has recorded roughly 3,900 stars and 564 forks as of the latest crawl.
Claude Code · Community Extension
A community workflow kit automates code, security & design reviews for Claude Code
An MIT-licensed toolkit — claude-code-workflows — is spreading fast among developers, extending Anthropic's official review features with three ready-to-fork review tracks invoked via slash commands or GitHub Actions.
3
Automated review tracks
MIT
Open license · fork & use
Code Review
Dual-loop architecture detects syntax, completeness, style and bugs in pull requests — inspired by Anthropic's internal process.
Security Review
Follows the OWASP Top 10 to find vulnerabilities, secret exposure and attack vectors — with severity ratings and fixes.
Design Review
Pairs Playwright MCP with a dedicated agent to verify UI/UX consistency, accessibility and design standards.
How a review runs
Pull request opens
Slash command / GitHub Actions
→
Auto scan
Severity-tagged findings + patches
→
Human approval
Nothing applied without review
The catch: AI review is not enough on its own
AI code review reportedly catches only about half of bugs. Human review remains essential — the tools are positioned as complements, not replacements.
Why it's useful
Internal use surfaced real flaws, including a potential RCE
Playwright visual checks catch UI issues before production
Routine checks delegated to AI free teams for strategic judgment
Limitations to watch
GitHub Actions version flagged for possible CI/CD secret exposure
False positives and overly negative output need prompt tuning
Requires Claude Code v2.1.154+ for Dynamic sub-agent workflows
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