make-it-loop

Rewrite task instructions into a loop charter with stopping conditions.

Updated Mar 29, 2026
One-click install
npx skills add https://github.com/songlairui/agent-monad --skill make-it-loop
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: make-it-loop
Source: https://github.com/songlairui/agent-monad/tree/main/skills/make-it-loop
Command: npx skills add https://github.com/songlairui/agent-monad --skill make-it-loop

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It turns a task, brief, or existing instruction into a loop-ready charter that an executor can run unattended toward a verifiable finish. It helps when you want autonomy without losing control over stop conditions, boundaries, or validation.

Core Features & Use Cases

  • Rewrites task intent into a durable specification instead of a step-by-step plan.
  • Defines self-checking completion criteria, independent verification, memory outside the session, and explicit red lines.
  • Detects when a task is not suitable for looping and returns a clear judgment about what can still be looped safely.
  • Use it to convert a fragile request into a robust autonomous workflow for coding, operations, or long-running agent tasks.

Quick Start

Ask the skill to rewrite your task into a make-it-loop charter that includes purpose, goal, done-test, verifier, memory, mandate, red lines, anti-spin, and escape criteria.

Frequently Asked Questions about make-it-loop

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I turn ambiguous task instructions into an autonomous workflow?

An autonomous loop charter defines self-checking completion criteria, independent verification, memory outside the session, explicit red lines, anti-spin, and escape criteria to enable safe unattended task execution.

How do I set explicit stopping conditions for unattended agent tasks?

You set explicit stopping conditions for unattended agent tasks by defining a loop charter with a done-test, verifier, red lines, and escape criteria that validate completion and prevent infinite loops.

Does my task prompt need an independent verifier for autonomous execution?

Your task prompt needs an independent verifier for autonomous execution to ensure self-checking completion, validate progress against the goal, and prevent uncontrolled looping outside of session memory.

What happens when a task is not suitable for looping?

When a task is not suitable for looping, the process detects it and returns a clear judgment about what can still be looped safely instead of forcing an autonomous workflow with invalid boundaries.

Can I use a loop charter for long-running coding and operations tasks?

You can use a loop charter for long-running coding and operations tasks to convert fragile requests into robust autonomous workflows with verifiable finishes, mandates, and anti-spin boundaries.