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tapanshah
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promote

Migrate proven patterns from MEMORY.md into CLAUDE.md or scoped rule files.

Updated Mar 7, 2026
Search Tags:#automation#learning#ai agent#memory#rules#code convention
One-click install
npx skills add https://github.com/tapanshah/Claude-Skills --skill promote-tapanshah
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: promote
Source: https://github.com/tapanshah/Claude-Skills/tree/main/engineering-team/self-improving-agent/skills/promote
Command: npx skills add https://github.com/tapanshah/Claude-Skills --skill promote-tapanshah

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of graduating valuable patterns learned by the AI from its temporary auto-memory into permanent, enforced rules within your project's configuration.

Core Features & Use Cases

  • Rule Promotion: Moves proven patterns from MEMORY.md to CLAUDE.md or .claude/rules/ for consistent application.
  • Scope Definition: Allows specifying target files or patterns for rule enforcement.
  • Use Case: After Claude repeatedly uses a specific coding convention or avoids a common pitfall, you can use this skill to make that behavior a permanent, enforced rule for all future interactions on the project.

Quick Start

Promote the pattern about using pnpm instead of npm to CLAUDE.md.

Frequently Asked Questions about promote

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

FAQPage Schema
How do I convert AI learnings into permanent project rules?▼

To convert AI learnings into permanent project rules, this Skill parses user descriptions, searches memory files, and distills proven patterns into prescriptive rule formats. It graduates recurring AI learnings from auto-memory into enforced instructions within CLAUDE.md or scoped rule files.

What is the best way to enforce consistent code conventions across AI interactions?▼

Enforcing consistent code conventions is achieved by promoting proven patterns from MEMORY.md to CLAUDE.md or .claude/rules/. This ensures recurring AI learnings become permanent, enforced rules for all future interactions on your project.

Can I specify target files or patterns when promoting rules to CLAUDE.md?▼

Yes, you can specify target files or patterns for rule enforcement when promoting rules. This allows you to define the scope of where the graduated patterns from auto-memory apply within your project configuration.

When should I move patterns from auto-memory to enforced instructions?▼

You should move patterns from auto-memory to enforced instructions when Claude repeatedly uses a specific coding convention or successfully avoids a common pitfall. This ensures the proven behavior becomes a permanent rule for consistent future application.

How do I automate migrating recurring AI learnings into scoped rule files?▼

Automating the migration of recurring AI learnings into scoped rule files involves parsing user descriptions and searching memory files to extract patterns. The Skill then distills these learnings into prescriptive rule formats within CLAUDE.md or .claude/rules/ directories.

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