AI Blocks › Set up AI to work for you
Goal-to-task loop runner
Give it a goal and a folder of skills. Get a checked task plan that runs one task at a time.
Goal-to-task loop runner is a free AI skill for the job "Set up AI to work for you". Give the instructions to an AI assistant that supports the required files and tools, then review its output.
Free · No account · MIT licence · Made by Alireza Rezvani · Level: expert · Thinking: high
Made by Alireza Rezvani. See the original on GitHub; we copied it as it is, with its licence.
What it does
A goal goes in and finished, checked work comes out, one task at a time. You point it at a folder of skills and state the goal. It compiles a task plan where each task has a check a machine can run. Vague goals are refused with questions to sharpen them. A state file holds the full status, so a fresh session can resume from it alone. A controller hands out one task at a time, and each result must pass its check before the next begins. When the plan is done or stuck, it stops and tells you which. Eighteen ready-made domain setups are included. It needs Python.
You give it
- Your goal
- A folder of skills for the domain
- A domain setup to start from
- Checks that prove each task is done (optional)
You get
- A task plan with a check per task
- A saved state file you can resume
- Results verified task by task
- A clear stop: finished or stuck
Use it when
- You have a big goal and want it split into checkable tasks.
- An AI keeps saying it is done when it is not.
- You want to pause work and resume it later in a new session.
- You have a set of skills and want them run in a set order.
How to use it
- Add it to your AI once: download it and add the folder to Claude, ChatGPT or Codex as a skill.
- Ask for the job in your own words. Your AI opens the skill when it fits.
- It works best when your AI can run code and read your project files.