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.