self-improvement

Log learnings and errors to a `.learnings/` directory for continuous improvement.

1|Updated Feb 15, 2026
One-click install
npx skills add https://github.com/jannolan200211-ship-it/my-cosmos-backup --skill self-improvement-jannolan200211-ship-it
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: self-improvement
Source: https://github.com/jannolan200211-ship-it/my-cosmos-backup/tree/main/03%20Reference/02%20System%20Configs/skills/self-improvement
Command: npx skills add https://github.com/jannolan200211-ship-it/my-cosmos-backup --skill self-improvement-jannolan200211-ship-it

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Captures learnings, errors, and corrections to enable continuous improvement across sessions.

Core Features & Use Cases

  • Logs failures, corrections, and discoveries to a centralized learning store for later processing.
  • Provides guidelines and templates to structure learnings into actionable entries.
  • Supports promoting recurring insights into broader memory or agents for reuse.

Quick Start

Log a recent failure or user correction to the .learnings/ directory using the standard self-improvement format.

Frequently Asked Questions about self-improvement

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

FAQPage Schema
How do I log agent errors and user corrections for continuous improvement across sessions?

To log command failures, API errors, and user corrections across sessions, you write structured entries to a centralized `.learnings/` directory. This stores development insights for later processing and reuse.

What is the best way to capture workflow learnings from command failures and API tool failures?

The best way to capture workflow learnings from command and API tool failures is to log them into a centralized learning store. Applying structured templates ensures these development insights are formatted as actionable entries for later processing.

How do I structure recurring development insights into broader memory for reuse?

You structure recurring development insights into broader memory by promoting recurring entries from the `.learnings/` directory. Guidelines and templates help format these discoveries so they can be reused by other agents across tasks.

Can I use a self-improvement logging workflow for outdated knowledge and feature requests?

Yes, this logging workflow applies to outdated knowledge and feature requests. It captures these development tasks as structured entries in the `.learnings/` directory for continuous improvement.

Do I need a specific directory structure to log learnings and errors?

Yes, you need a `.learnings/` directory structure to log learnings and errors. The skill requires this specific folder structure alongside a SKILL.md file to store entries and apply recommended logging formats.