skills.rest
stericishere
stericishereCOMMUNITY
Explore all skills by this author →
GitHub

self-improving-agent

Analyze Claude Code auto-memory to promote patterns and extract reusable skills.

1|Updated Mar 20, 2026
Search Tags:#rules#promotion#claude-md#memory-analysis#skills-extraction#memory-health#auto-memory
One-click install
npx skills add https://github.com/stericishere/skills --skill self-improving-agent-stericishere
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: self-improving-agent
Source: https://github.com/stericishere/skills/tree/main/self-improving-agent
Command: npx skills add https://github.com/stericishere/skills --skill self-improving-agent-stericishere

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzes Claude Code's auto-memory to identify promotion candidates, stale entries, and consolidation opportunities.

Core Features & Use Cases

  • Analyze MEMORY.md for promotion candidates and stale entries.
  • Promote patterns to CLAUDE.md or .claude/rules/ and extract reusable skills from patterns.
  • Turn debugging solutions into portable skills for cross-project reuse.

Quick Start

Use the skill to review memory health and kick off a promotion for a proven pattern.

Frequently Asked Questions about self-improving-agent

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

FAQPage Schema
How do I promote Claude Code auto-memory patterns to durable rules?▼

To promote Claude Code auto-memory patterns, analyze MEMORY.md to identify promotion candidates and move proven patterns into CLAUDE.md or scoped rules within the .claude/rules/ directory for durable enforcement.

What is the best way to clean up stale entries in Claude Code memory?▼

Cleaning up stale entries in Claude Code memory involves performing a memory health analysis. This review identifies outdated entries and consolidation opportunities within MEMORY.md to keep your project instructions accurate.

How do I extract reusable skills from debugging solutions in Claude Code?▼

To extract reusable skills from debugging solutions, the skill analyzes auto-memory patterns and converts proven solutions into portable skills, enabling cross-project reuse without requiring project-specific data.

Does promoting patterns to CLAUDE.md require project-specific data?▼

Promoting patterns to CLAUDE.md does not require project-specific data. The skill coordinates directly with MEMORY.md, CLAUDE.md, and the .claude/rules/ directory to apply durable instructions across a project.

When should I consolidate auto-memory entries into scoped rules?▼

You should consolidate auto-memory entries into scoped rules when memory analysis reveals consolidation opportunities. Promoting recurring patterns to .claude/rules/ enforces durable instructions and prevents memory bloat.

Related Skills

Explore More Software Engineering Skills→
tapanshahtapanshah

review

Audit Claude Code auto-memory for promotion candidates, stale entries, and consolidation opportunities.

Community
Advanced
JylhisJylhis
1

python-linting

Automate Python linting configuration and enforcement using Ruff.

Community
Intermediate
utkudarilmazutkudarilmaz
3

docs

Synchronize README.md, CLAUDE.md, and API references with code changes.

Community
Intermediate
stericisherestericishere
1

review

Audit auto-memory files and generate structured health reports.

Community
Advanced