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VictorTaelin/OptMem

AI agentsPython
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Permanent memory for AI agents. A 426-token prompt, a script, plug and play.

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About the project

Permanent memory tool for AI agents: a single Python script plus a 426-token prompt pasted into AGENTS.md or CLAUDE.md. The agent records notes with memo note and reads them at session start via memo wake.

Useful for
  • Attach persistent memory to Claude Code or another agent via AGENTS.md
  • Save facts and decisions across sessions with memo note
  • Search old records with memo recall or navigate summary tree with memo zoom

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

3.4 Breakout Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 5, 2026, 11:14 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

0250500July 19, 2026October 5, 2026

Bars show daily stars; the line is a moving average of the available history. Short histories do not yet establish a reliable usual pace. Red marks spike days.

Why it’s trending

  • There are not enough fresh counter measurements for today's UTC day. The gain is unknown.
  • Over the last two days the pace is 6.2× that of the previous week and a half.
  • Elevated gains were measured on the last 2 completed UTC days in a row. Continued growth is not guaranteed.
  • GitHub Trending Python today: #7, +106 stars.

Explore related projects

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  2. rohitg00/agentmemory

    A persistent memory server for AI coding agents (Claude Code, Cursor, Codex, Copilot, etc.) that captures agent actions, compresses them into searchable memory, and injects relevant context into new sessions.

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  3. NxcoreAI/NxMem

    A context and long-term memory engine for LLM agents: turns conversations and documents into structured facts, manages short- and long-term memory, and assembles cited context packs.

    Similar descriptions and use cases

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
1,888
Today
Not enough measurements today
Forks
119
Issues and pull requests
19
Watchers
16
Language
Python
Created
July 25, 2026
Last push
July 31, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in
README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

GitNova: 3.4 
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