self-improve

Analyze logs and configurations to detect errors and apply fixes.

17|1|Updated Mar 25, 2026
One-click install
npx skills add https://github.com/aaronjmars/miroshark-aeon --skill self-improve-aaronjmars
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: self-improve
Source: https://github.com/aaronjmars/miroshark-aeon/tree/main/skills/self-improve
Command: npx skills add https://github.com/aaronjmars/miroshark-aeon --skill self-improve-aaronjmars

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill streamlines the process of identifying and fixing issues within the agent, reducing manual effort and improving reliability.

Core Features & Use Cases

  • Error detection: Analyzes recent logs for errors or low-quality outputs.
  • Improvement suggestions: Proposes targeted fixes for identified issues, such as prompts and workflows.
  • Implementation assistance: Automatically updates prompts, scripts, or configs based on analysis to optimize agent performance.

Quick Start

Run the self-improve skill to analyze recent logs, identify issues, and apply recommended fixes to improve agent operation.

Frequently Asked Questions about self-improve

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

FAQPage Schema
How do I automate error analysis and workflow optimization for my agent?

Automated error analysis and workflow optimization is achieved by analyzing recent logs and configurations to detect issues, proposing targeted fixes, and automatically updating prompts or scripts to maximize agent efficiency and robustness.

Can I automatically update agent prompts and configs based on log analysis?

Yes, automatic prompt tuning and configuration updates are applied by analyzing recent agent logs to identify low-quality outputs or errors, then implementing recommended fixes directly into the agent system to improve stability.

What is self-healing workflow automation and when do I need it?

Self-healing workflow automation is the continuous process of identifying and remedying agent issues through error detection and auto-improvement. It is needed when manual troubleshooting becomes a bottleneck for maintaining agent functionality across workflows.

Does this auto-improvement approach work without external dependencies?

Yes, the auto-improvement approach works without external dependencies. It runs as a standalone skill to analyze agent logs and configurations internally, identifying issues and applying configuration updates to ensure continuous self-improvement.

What is the best way to fix low-quality agent outputs without manual intervention?

The best way to fix low-quality agent outputs without manual intervention is running an auto-improvement skill that analyzes recent logs, proposes targeted workflow fixes, and automatically updates scripts to optimize agent performance.

Why does automated prompt tuning fail to resolve recurring agent errors?

Automated prompt tuning may fail to resolve recurring agent errors if the underlying log analysis does not capture the root configuration issues, limiting the effectiveness of the applied auto-improvement updates across workflows.