self-iterating

Manage autonomous iteration loops with user-defined conditions and maximum attempts.

4|1|Updated Jan 7, 2026
One-click install
npx skills add https://github.com/an8079/take-skills --skill self-iterating
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: self-iterating
Source: https://github.com/an8079/take-skills/tree/main/skills/self-iterating
Command: npx skills add https://github.com/an8079/take-skills --skill self-iterating

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill automates complex, multi-step tasks by managing continuous iteration loops until predefined completion conditions are met, preventing endless cycles and ensuring safe execution.

Core Features & Use Cases

  • Autonomous Iteration: Manages loops of task execution, state collection, and condition checking.
  • Progress Tracking: Collects and logs critical state information like code changes, test outputs, and errors.
  • Safety Guardrails: Enforces maximum iteration limits to prevent runaway processes and ensures immediate termination upon meeting success criteria.
  • Use Case: Automatically refactor code, fix bugs identified by tests, or optimize a configuration until performance metrics improve or a specific output is achieved, all without manual intervention.

Quick Start

Use the self-iterating skill to fix bugs in the code until all tests pass, with a maximum of 5 iterations.

Frequently Asked Questions about self-iterating

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

FAQPage Schema
How do I automate continuous code iteration until tests pass?

Automate continuous code iteration by configuring autonomous loops that execute tasks, collect git diffs and test outputs, and check completion conditions until tests pass or a maximum attempt limit is reached.

What is autonomous task iteration for debugging and refactoring?

Autonomous task iteration for debugging and refactoring is a process that manages continuous execution loops, collects state like logs and errors to inform subsequent attempts, and enforces safety limits to prevent endless cycles.

How do I prevent runaway processes during automated task management?

Prevent runaway processes during automated task management by enforcing safety guardrails, including maximum iteration limits and immediate termination upon meeting success criteria to ensure safe execution.

Can I use self-iterating loops to fix bugs without manual intervention?

You can use self-iterating loops to automatically fix bugs by setting user-defined conditions and maximum attempts, allowing the process to run and collect test outputs without manual intervention.

What state information is tracked during continuous improvement loops?

Continuous improvement loops track critical state information including git diffs, logs, test outputs, and errors to inform subsequent iterations and enforce quality gates for logging and termination.

When should I not use autonomous iteration loops for task completion?

Avoid autonomous iteration loops for task completion when maximum attempt limits are unsuitable for your context, or when you lack clear user-defined conditions and safety limits to prevent runaway processes.