🔍 Strangers Eye
Multi-persona documentation review that catches quality failures AND signal mismatches. Produces prioritized edits, not assessment. Quality before signals.
npx playbooks add skill pentaxis93/aiandi --skill strangers-eye
About Strangers Eye
The Strangers Eye tool performs a multi-persona review of documentation to identify quality failures and signal mismatches, producing a list of prioritized edits to improve the documentation. It connects to coding projects to enable a thorough review of documentation quality and consistency. A developer would use Strangers Eye when they need to ensure their documentation meets high standards and is free of errors, likely after completing a draft of their documentation or before releasing their code to others.
The 18-word prompt provides structured code review & quality guidance — covering detailed methodology and consistent output formats. Install it in one command.
Use Cases
- Catching bugs and security vulnerabilities before merge
- Enforcing code style and architectural consistency
- Reviewing PRs for performance and maintainability
- Generating detailed code review comments
Example Prompts
System Prompt (18 words)
Multi-persona documentation review that catches quality failures AND signal mismatches. Produces prioritized edits, not assessment. Quality before signals.
Frequently Asked Questions
What is Strangers Eye?
Strangers Eye is a free code review & quality skill for AI coding agents. Multi-persona documentation review that catches quality failures AND signal mismatches. Produces prioritized edits, not assessment. Quality before signals.. It provides a specialized system prompt that configures your agent with code review & quality expertise.
How do I use Strangers Eye with Claude Code?
Run npx playbooks add skill pentaxis93/aiandi --skill strangers-eye in your terminal to install Strangers Eye into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Strangers Eye?
Strangers Eye is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Strangers Eye free to use?
Yes, Strangers Eye is completely free and open source. The full source is available on GitHub at https://github.com/pentaxis93/aiandi/tree/main/.opencode/skill/strangers-eye. You only need a subscription to the AI agent you use it with.
