yiliqi78

yiliqi78 / memory-work

Public

An AI-first knowledge management system with evolvable memory

83
14
100% credibility
Found Feb 21, 2026 at 39 stars 2x -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
AI Summary

A template-based folder system for structuring weekly personal workflows and building layered, persistent memory collaboration with an AI assistant.

How It Works

1
🔍 Discover Memory Work

You stumble upon this simple system that helps you team up with your AI assistant for organized, remembering work.

2
📥 Grab the templates

Download the ready-made folder templates and drop them into a new spot on your computer for your projects.

3
🗂️ Connect your work folder

Open your AI chat tool and pick this folder as the shared space where you and the AI will collaborate.

4
🚀 Launch your first week

Say 'start' to the AI, share a little about yourself, and let it help create your personalized weekly plan.

5
📝 Work and track progress

Jot down your raw ideas each day, get smart task suggestions from the AI, add notes, and watch your week unfold.

6
🔄 Review and save memories

At week's end, recap what you accomplished, confirm key insights for the AI to remember, and file it away safely.

🎉 Gain a smart work buddy

Over time, your AI recalls your habits and past successes, making every week smoother and more productive.

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AI-Generated Review

What is memory-work?

Memory-work is an AI-first knowledge management system built around Markdown templates for Claude AI and Obsidian, turning ephemeral chats into a persistent, evolvable memory workbook. It solves the problem of AI forgetting your context across sessions by layering stable identity, weekly working sets, dynamic recalls, and procedural triggers into a weekly workflow: dictation to tasks, progress tracking, and archiving. Developers get a ready-to-use folder structure for AI-driven planning without writing code.

Why is it gaining traction?

It stands out in the ai first github space by enforcing user sovereignty—AI suggests memory updates but never overwrites—while integrating calendar exports and surprise-driven logging to avoid noise. The hook is its memory working set model, which mimics human short-term recall better than flat note apps or RSS-like dumps, making knowledge management feel like a collaborative workshop memory. Early adopters praise the rhythm: startup prompts generate tasks instantly, evolving your system over weeks.

Who should use this?

AI power users juggling side projects, like indie hackers planning weekly sprints or researchers building personal CRMs. Solo devs tired of resetting Claude contexts for workout memory routines or work memory.meaning extraction from braindumps. It's ideal for anyone in memory workshift fila mode, needing an ai-first alternative to rigid tools like Notion AI.

Verdict

Worth forking for experimenters—39 stars and 1.0% credibility signal early immaturity with thin tests, but polished templates and bilingual docs make setup trivial. Skip if you need production scale; try if evolvable, ai-first knowledge systems intrigue you.

(198 words)

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