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Can I use a self-improvement logging workflow for outdated knowledge and feature requests?▼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