self-improvement SKILL.md skillA

This file is byte-identical to the first copy the registry indexed, one of 7 indexed copies. Same content hash, so the same checks give both the same grade.

self-improvement from leoyeai/agent-master-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

mdr add leoyeai/agent-master-skills/self-improvement@git:20260601.8099077

Pins git:20260601.8099077 in mdr.lock. Pin the fingerprint instead.

Audit grade

A, 17 of 17 checks passed

Kind

SKILL.md skill

Repository

leoyeai/agent-master-skills

Path

skills/aaaa/SKILL.md

Versions recorded

1

Latest version

git:20260601.8099077, committed Jun 1, 2026

Size

19,704 bytes

Repository stars

2,178

License

MIT

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User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task.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.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# 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| Knowledge was outdated | Log to `.learnings/LEARNINGS.md` with category `knowledge_gap` |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` |
| Simplify/Harden recurring patterns | Log/update `.learnings/LEARNINGS.md` with `Source: simplify-and-harden` and a stable `Pattern-Key` |
| Similar to existing entry | Link with `**See Also**`, consider priority bump |
| Broadly applicable learning | Promote to `CLAUDE.md`, `AGENTS.md`, and/or `.github/copilot-instructions.md` |
| Workflow improvements | Promote to `AGENTS.md` (OpenClaw workspace) |
…

Read the whole file at its exact version.

How to install

mdr add leoyeai/agent-master-skills/self-improvement@sha256:cec6d90543ea51c1

[![mdr](https://markdownregistry.com/badge/art_3qqtxmmis3sykvex.svg)](https://markdownregistry.com/a/art_3qqtxmmis3sykvex)

Versions

The registry has recorded 1 version of this file, committed on Jun 1, 2026.

Audit of the latest version

Source

API

GET https://markdownregistry.com/api/v1/artifacts/art_3qqtxmmis3sykvex
GET https://markdownregistry.com/api/v1/resolve?ref=leoyeai/agent-master-skills/self-improvement
GET https://markdownregistry.com/api/v1/blob/cec6d90543ea51c1ae2dfe09b7c0ac640b0a295101d34ba14c9deedc6607ce0c

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from leoyeai/agent-master-skills

Every file in leoyeai/agent-master-skills

Other files named self-improvement

Browse by kind, by grade A, or by owner.