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Memory Curation System

Agentic Context Engineering memory system that extracts insights from reflections and critiques, curates them, and updates CLAUDE.md as an evolving knowledge base

AuthorNeoLabHQ
Version1.0.0
LicenseMIT
Token count~487
UpdatedJun 5, 2026

Install

Quick install

via npx skills · works with 57+ agents
npx skills add https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/reflexion/skills/memorize
Or pick agent:
npx skills add NeoLabHQ/context-engineering-kit --skill "Memory Curation System" --agent claude-code
npx skills add NeoLabHQ/context-engineering-kit --skill "Memory Curation System" --agent cursor
npx skills add NeoLabHQ/context-engineering-kit --skill "Memory Curation System" --agent codex
npx skills add NeoLabHQ/context-engineering-kit --skill "Memory Curation System" --agent opencode
npx skills add NeoLabHQ/context-engineering-kit --skill "Memory Curation System" --agent github-copilot
npx skills add NeoLabHQ/context-engineering-kit --skill "Memory Curation System" --agent windsurf
More install options

Shorthand — useful for multi-skill repos:

npx skills add NeoLabHQ/context-engineering-kit --skill "Memory Curation System"

Manual — clone the repo and drop the folder into your agent's skills directory:

git clone https://github.com/NeoLabHQ/context-engineering-kit.git
cp -r context-engineering-kit/plugins/reflexion/skills/memorize ~/.claude/skills/
How to use: Once installed, ask your agent to "use the Memory Curation System skill" or describe what you want (e.g. "Agentic Context Engineering memory system that extracts insights from reflection"). Requires Node.js 18+.

Memory Curation System

Agentic Context Engineering memory system that extracts insights from reflections and critiques, curates them, and updates CLAUDE.md as an evolving knowledge base

What is it?
Agentic Context Engineering memory system that extracts insights from reflections and critiques, curates them, and updates CLAUDE.md as an evolving knowledge base Built for use cases involving memory, context-engineering, knowledge-curation, claude-md, continuous-improvement.

How to use it?

``

Key Features

  • Agentic Context Engineering memory system that extracts insights from reflections and critiques, curates them, and updates CLAUDE
  • md as an evolving knowledge base
  • Seamless integration with Claude's development workflowView on GitHub

GitHub Stats

StarsForksLast UpdateAuthorNeoLabHQLicenseGPL-3.0Version1.0.0

Categories

AI & MLProductivity

Tags

memorycontext-engineeringknowledge-curationclaude-mdcontinuous-improvement

Features

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---

Source: https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/reflexion/skills/memorize
Author: NeoLabHQ
License: https://www.gnu.org/licenses/gpl-3.0.html
GitHub Stars: 433
Tags: memory, context-engineering, knowledge-curation, claude-md, continuous-improvement

SKILL.md source

---
name: Memory Curation System
description: Agentic Context Engineering memory system that extracts insights from reflections and critiques, curates them, and updates CLAUDE.md as an evolving knowledge base
---

# Memory Curation System

Agentic Context Engineering memory system that extracts insights from reflections and critiques, curates them, and updates CLAUDE.md as an evolving knowledge base

What is it?
Agentic Context Engineering memory system that extracts insights from reflections and critiques, curates them, and updates CLAUDE.md as an evolving knowledge base Built for use cases involving memory, context-engineering, knowledge-curation, claude-md, continuous-improvement.

## How to use it?

```
``
```

## Key Features

* Agentic Context Engineering memory system that extracts insights from reflections and critiques, curates them, and updates CLAUDE
* md as an evolving knowledge base
* Seamless integration with Claude's development workflowView on GitHub

### GitHub Stats
StarsForksLast UpdateAuthorNeoLabHQLicenseGPL-3.0Version1.0.0

### Categories
AI & MLProductivity

### Tags
memorycontext-engineeringknowledge-curationclaude-mdcontinuous-improvement

### Features

## Related Skills
More from AI & ML

### Internal Communications
Write internal communications like status reports, newsletters, and FAQs

5.3kAnthropicProductivityCommunication00

### Context Engineering Guide
Comprehensive context engineering tutorial covering attention mechanics, progressive disclosure, context budget management, and quality vs quantity trade-offs for AI agent development

433NeoLabHQAI & MLDeveloper Tools00

### Agent Evaluation Framework
Comprehensive Claude Code agent evaluation framework with multi-dimensional scoring, LLM-as-Judge mode, and research-backed performance variance analysis

433NeoLabHQAI & MLDeveloper Tools00

---

**Source**: https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/reflexion/skills/memorize
**Author**: NeoLabHQ
**License**: https://www.gnu.org/licenses/gpl-3.0.html
**GitHub Stars**: 433
**Tags**: memory, context-engineering, knowledge-curation, claude-md, continuous-improvement

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