Reviews and improves Claude Code skills against official best practices. Supports three modes - self-review (validate your own skills), external review (evaluate others' skills), and auto-PR (fork, improve, submit). Use when checking skill quality, reviewing skill repositories, or contributing improvements to open-source skills.
90
85%
Does it follow best practices?
Impact
100%
1.33xAverage score across 3 eval scenarios
Advisory
Suggest reviewing before use
Security
2 findings — 2 medium severity. This skill can be installed but you should review these findings before use.
The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.
Third-party content exposure detected (high risk: 0.80). The SKILL.md explicitly instructs the agent to clone/fork and read external skill repositories and even auto-install a plugin from GitHub (e.g., "claude plugin marketplace add https://github.com/daymade/claude-code-skills" and "Clone repository to /tmp/" in the Review/Auto-PR workflows), which requires ingesting untrusted public third‑party content that can influence subsequent review/edit/PR actions.
The skill fetches instructions or code from an external URL at runtime, and the fetched content directly controls the agent’s prompts or executes code. This dynamic dependency allows the external source to modify the agent’s behavior without any changes to the skill itself.
Potentially malicious external URL detected (high risk: 0.90). The SKILL auto-install sequence adds and installs a plugin from https://github.com/daymade/claude-code-skills and then runs python scripts from the installed skill-creator (e.g., quick_validate.py), which fetches and executes remote code at runtime and is presented as a required dependency for validation.
4f0eae8
If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.