How do I install the Self Improvement skill?

Run npx skillmds@latest add simplefarmer69/self-improvement-2 in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Self Improvement safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Self Improvement?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Self Improvement free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Self Improvement?

simplefarmer69 (@simplefarmer69) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Self Improvement by simplefarmer69 — Agent Skill

Name: Self Improvement
Rating: 4.2 (5 reviews)
Author: simplefarmer69

Self Improvement

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.

File contents

Self-Improvement Skill

Log learnings and errors to markdown files for continuous improvement. Coding agents can later process these into fixes, and important learnings get promoted to project memory.

Quick Reference

Situation	Action
Command/operation fails	Log to `.learnings/ERRORS.md`
User corrects you	Log to `.learnings/LEARNINGS.md` with category `correction`
User wants missing feature	Log to `.learnings/FEATURE_REQUESTS.md`
API/external tool fails	Log to `.learnings/ERRORS.md` with integration details
Knowledge was outdated	Log to `.learnings/LEARNINGS.md` with category `knowledge_gap`
Found better approach	Log to `.learnings/LEARNINGS.md` with category `best_practice`
Broadly applicable learning	Promote to `AGENTS.md` and/or project memory

Setup

mkdir -p .learnings

Log Format

Each entry follows this structure:

## [YYYY-MM-DD HH:MM] Category: Title

**Context:** What was happening
**Issue:** What went wrong or what was learned
**Resolution:** How it was fixed or the correct approach
**Prevention:** How to avoid this in the future

Promotion Rules

If a learning applies broadly across the project, promote it to AGENTS.md
Tool-specific gotchas go to TOOLS.md
Behavioral patterns go to SOUL.md
Review .learnings/ before major refactors or new features

Frequently asked questions