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core-promote-learnings

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Promote cross-project learnings to memory.

Software Engineering#automation#memory#learnings#cross-project#clustering#project-analysis#jaccard
AuthorAirMile
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This knowledge-management skill scans multiple projects to identify recurring learnings and promotes duplicates to a global memory file, enabling cross-project pattern sharing.

Core Features & Use Cases

  • Scan all projects for learnings that recur across repositories and aggregate them by type (pattern, pitfall, observation).
  • Cluster similar learnings using Jaccard similarity on tokenized summaries and promote groups that appear in three or more projects.
  • Append promoted items to the global memory at ~/.claude/memory/MEMORY.md, while preserving per-project contexts and avoiding duplicates by consulting existing memory.
  • Read existing memory to prevent re-promoting already promoted items and provide a shared reference for architectural decisions.

Quick Start

Trigger the workflow with /core-promote-learnings to scan projects and promote cross-project learnings.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: core-promote-learnings
Download link: https://github.com/AirMile/claude-config/archive/main.zip#core-promote-learnings

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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