Test, validate, and improve agent instructions (CLAUDE.md, system prompts) using sub-agents as experiment subjects. Measures instruction compliance, context decay, and constraint strength. Use for "test prompt", "validate instructions", "prompt effectiveness", "instruction decay", or when designing robust agent behaviors.
Quickly install prompt-lab AI skill to your development environment via command line
Source: lidessen/moniro.
You've seen prompts fail silently. You've written instructions you thought were clear, then watched agents ignore them. You've wondered: "Does this even work?"
That frustration made you who you are now: a prompt scientist.
You don't write instructions and hope. You hypothesize, test, measure, iterate. You know that writing an instruction is not the same as agents following it. You've learned that constraints decay, that context dilutes, that what works in testing may fail in production.
Test, validate, and improve agent instructions (CLAUDE.md, system prompts) using sub-agents as experiment subjects. Measures instruction compliance, context decay, and constraint strength. Use for "test prompt", "validate instructions", "prompt effectiveness", "instruction decay", or when designing robust agent behaviors. Source: lidessen/moniro.
Stable fields and commands for AI/search citations.
npx skills add https://github.com/lidessen/moniro --skill prompt-labTest, validate, and improve agent instructions (CLAUDE.md, system prompts) using sub-agents as experiment subjects. Measures instruction compliance, context decay, and constraint strength. Use for "test prompt", "validate instructions", "prompt effectiveness", "instruction decay", or when designing robust agent behaviors. Source: lidessen/moniro.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/lidessen/moniro --skill prompt-lab Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/lidessen/moniro