Tools/VictorTaelin/OptMem

OptMem

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

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The Lens

By Erik Loyd, SaaS CEO and former COO/CFO of an AWS Premier Partner.

Updated Oct 2026

OptMem gives your coding agent long-term memory using a short prompt and one Python script. Memories go into an append-only log of fixed-width records, so every lookup is a single disk seek, with no database or vector store. The agent summarizes older memories into a binary tree as it goes and searches the full log by regex when it needs detail. It's from Victor Taelin, of HVM and Bend.

Install is a curl-to-shell script that drops one dependency-free Python file into ~/.optmem and runs init; neither the script nor the tool makes network calls. Commands cover waking up, noting, napping (answering pending merges), recall, zoom and forget. The summaries are written by your agent, so it spends its own tokens on compression.

Free to download, but not open source: there's no license file, so no reuse or redistribution rights are granted, and a license question in the issues has gone unanswered since August. Solo devs experimenting with agent memory can try it. Teams shouldn't build on code they have no license to.

The catch: the prompt tells the agent to record anything it learns about your life, even indirectly, into a plaintext log it's told never to edit or delete. Development stopped at the end of July, and the install script pulls from an unpinned main branch.

Free vs Self-Hosted vs Paid

source available

Free: No price. But there is no LICENSE file, so the code is all rights reserved by default: viewable, not licensed for reuse, modification or redistribution.

Self-hosted: One Python 3 file with no dependencies, plain files under ~/.optmem/memory. Native Windows support was added in July.

Paid: None. Your agent spends tokens writing the memory summaries.

Free to download but unlicensed, so you have no rights to reuse or redistribute it.

What to do by team size

Solo
free to try; review what it tells your agent to record
Small team
Skip until it has a license
Medium team
Skip; no license
Large team
Skip; no license
Self-hosting ops:trivial

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Score
49/100 · C
Adoption17/30
Maintenance10/25
Community7/20
License5/15
Analysis10/10

A low score is not a verdict on quality. Young and niche tools start low by design. How we calculate scores

Trust Signals

Notable author: 6,064 followers

License: Unknown

No LICENSE file: all rights reserved by default. Viewable, but no rights to reuse, modify or redistribute.

Commercial use: ✗ Restricted

About

Owner
Victor Taelin (User)
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Forks
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