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.