Monitor What LLMs Say Before Users Choose Your Dev Tool

Use this skill as the main visibility workflow router for developer tools and open-source products.

Brand: DevTool Answer Monitor

Companion repo: devtool-answer-monitor

Use this when you want an agent to help you monitor how LLMs describe your product, build a reusable query pool, diagnose negative or outdated answers, and plan what to fix next.

Safety First

• Treat this root skill as a read-only workflow router.
• Default to quickstart replay or manual paste mode when you only need examples or scoring help.
• Do not ask users to paste API keys into chat. If API collection mode is needed, tell them to configure local environment variables themselves and then hand off execution to visibility-monitor.
• Review local scripts such as install.sh, quickstart.sh, and the selected runner before executing shell commands.

Start Here